From d7fa39eef65f0fa2a8d0a79e3ab4057ab7e1099e Mon Sep 17 00:00:00 2001
From: stefanmet <smetzger@atmofacts.com>
Date: Tue, 30 Jan 2024 04:32:46 +0000
Subject: [PATCH 01/66] create eddy4R.maps package

---
 pack/eddy4R.maps/.Rbuildignore |  3 +++
 pack/eddy4R.maps/DESCRIPTION   | 25 +++++++++++++++++++++++++
 pack/eddy4R.maps/NAMESPACE     |  2 ++
 3 files changed, 30 insertions(+)
 create mode 100644 pack/eddy4R.maps/.Rbuildignore
 create mode 100644 pack/eddy4R.maps/DESCRIPTION
 create mode 100644 pack/eddy4R.maps/NAMESPACE

diff --git a/pack/eddy4R.maps/.Rbuildignore b/pack/eddy4R.maps/.Rbuildignore
new file mode 100644
index 00000000..6c038333
--- /dev/null
+++ b/pack/eddy4R.maps/.Rbuildignore
@@ -0,0 +1,3 @@
+^eddy4R\.maps\.Rproj$
+^\.Rproj\.user$
+^data-raw$
diff --git a/pack/eddy4R.maps/DESCRIPTION b/pack/eddy4R.maps/DESCRIPTION
new file mode 100644
index 00000000..09f28942
--- /dev/null
+++ b/pack/eddy4R.maps/DESCRIPTION
@@ -0,0 +1,25 @@
+Package: eddy4R.maps
+Title: Eddy-covariance calculation for R: Flux Mapper™ source codes (basic)
+Version: 0.0.1
+Authors@R: c( person(given = "Stefan",
+              family = "Metzger",
+              role = c("aut", "cre"),
+              email = "smetzger@atmofacts.com",
+              comment = c(ORCID = "0000-0002-4201-852X")),
+              person(given = "Samuel",
+              family = "Bower",
+              role = c("aut"),
+              email = "sbower@atmofacts.com"),
+              person(given = "David",
+              family = "Durden",
+              role = c("aut"),
+              email = "ddurden@battelleecology.org")
+           )
+Description: Basic commonalities and tools for working with Flux Maps™ in R.
+Depends:
+    R (>= 4.0.5)
+License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+Encoding: UTF-8
+LazyData: true
+Roxygen: list(markdown = TRUE)
+RoxygenNote: 7.1.1
diff --git a/pack/eddy4R.maps/NAMESPACE b/pack/eddy4R.maps/NAMESPACE
new file mode 100644
index 00000000..6ae92683
--- /dev/null
+++ b/pack/eddy4R.maps/NAMESPACE
@@ -0,0 +1,2 @@
+# Generated by roxygen2: do not edit by hand
+

From 3668fd82c644e9141cfa6cb9031c5465ae04e921 Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Tue, 30 Jan 2024 17:39:49 +0000
Subject: [PATCH 02/66] Add def.plot.flux.spatial.R to Eddy4R.maps

---
 pack/eddy4R.maps/R/def.plot.flux.spatial.R | 58 ++++++++++++++++++++++
 1 file changed, 58 insertions(+)
 create mode 100644 pack/eddy4R.maps/R/def.plot.flux.spatial.R

diff --git a/pack/eddy4R.maps/R/def.plot.flux.spatial.R b/pack/eddy4R.maps/R/def.plot.flux.spatial.R
new file mode 100644
index 00000000..c1ebea59
--- /dev/null
+++ b/pack/eddy4R.maps/R/def.plot.flux.spatial.R
@@ -0,0 +1,58 @@
+
+# Load necessary libraries
+library(ggplot2)
+library(ggmap)
+library(raster)
+library(leaflet)
+library(mapview)
+library(shiny)
+
+# Define the function with improved interactive HTML handling
+plot_geotiff_on_basemap <- function(input_path, output_path, colormap = 'viridis', opacity = 0.5, basemap_style = 'OpenStreetMap', interactive = FALSE) {
+  # Check if input_path is a directory or a single file
+  if (dir.exists(input_path)) {
+    # Handle directory of TIFF files
+    tiff_files <- list.files(input_path, pattern = '\\.tif$', full.names = TRUE)
+    if (interactive) {
+      # Create an interactive map with layer selection for each TIFF file
+      map <- leaflet() %>% addProviderTiles(leaflet::providers[[basemap_style]])
+      for (file in tiff_files) {
+        raster_layer <- raster(file)
+        map <- map %>% addRasterImage(raster_layer, group = basename(file), colors = colormap, opacity = opacity)
+      }
+      map <- map %>% addLayersControl(overlayGroups = basename(tiff_files), options = layersControlOptions(collapsed = FALSE))
+      output_html_path <- paste0(output_path,basename(file), '.html')
+      saveWidget(map, file = output_html_path, selfcontained = TRUE)
+      cat('Interactive map saved to:', output_html_path, '
+')
+    } else {
+      # Create a PNG map for each TIFF file
+      for (file in tiff_files) {
+        raster_layer <- raster(file)
+        map <- leaflet() %>%
+          addProviderTiles(leaflet::providers[[basemap_style]]) %>%
+          addRasterImage(raster_layer, colors = colormap, opacity = opacity)
+        mapshot(map, file = paste0(output_path, basename(file), '.png'))
+      }
+    }
+  } else {
+    # Handle single TIFF file
+    raster_file <- raster(input_path)
+    map <- leaflet() %>%
+      addProviderTiles(leaflet::providers[[basemap_style]]) %>%
+      addRasterImage(raster_file, colors = colormap, opacity = opacity)
+    if (!interactive) {
+      mapshot(map, file = paste0(output_path, '.png'))
+    } else {
+      output_html_path <- paste0(output_path, '.html')
+      saveWidget(map, file = output_html_path, selfcontained = TRUE)
+      cat('Interactive map saved to:', output_html_path, '
+')
+    }
+  }
+}
+
+# Example usage:
+path_in = "/home/sbower/eddy/sambower/Documents/AtmoFacts/maps_package/test_data/random_geotiff/footprints"
+path_out = "/home/sbower/eddy/sambower/Documents/AtmoFacts/maps_package/test_data/random_geotiff/outputs/"
+plot_geotiff_on_basemap(path_in, path_out, 'viridis', opacity = 0.5,'OpenStreetMap', TRUE)

From bb8f14cd5719d757609a589332ab7ccdf2a20650 Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Tue, 30 Jan 2024 21:39:43 +0000
Subject: [PATCH 03/66] Updates to plotting

---
 pack/eddy4R.maps/R/def.plot.flux.spatial.R | 39 ++++++++++++++--------
 1 file changed, 25 insertions(+), 14 deletions(-)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.spatial.R b/pack/eddy4R.maps/R/def.plot.flux.spatial.R
index c1ebea59..36873760 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.spatial.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.spatial.R
@@ -1,11 +1,10 @@
 
 # Load necessary libraries
-library(ggplot2)
-library(ggmap)
-library(raster)
-library(leaflet)
-library(mapview)
-library(shiny)
+#library(ggplot2)
+#library(ggmap)
+#library(raster)
+#library(leaflet)
+#library(mapview)
 
 # Define the function with improved interactive HTML handling
 plot_geotiff_on_basemap <- function(input_path, output_path, colormap = 'viridis', opacity = 0.5, basemap_style = 'OpenStreetMap', interactive = FALSE) {
@@ -15,13 +14,25 @@ plot_geotiff_on_basemap <- function(input_path, output_path, colormap = 'viridis
     tiff_files <- list.files(input_path, pattern = '\\.tif$', full.names = TRUE)
     if (interactive) {
       # Create an interactive map with layer selection for each TIFF file
-      map <- leaflet() %>% addProviderTiles(leaflet::providers[[basemap_style]])
+      map <- leaflet() %>%
+        #add a basemap based on the parameter basemap_style
+        addProviderTiles(leaflet::providers[[basemap_style]])
       for (file in tiff_files) {
+        #add the raster layers iteratively
         raster_layer <- raster(file)
-        map <- map %>% addRasterImage(raster_layer, group = basename(file), colors = colormap, opacity = opacity)
+        map <- map %>%
+          addRasterImage(
+            raster_layer,
+            group = basename(file),
+            colors = colormap,
+            opacity = opacity)
       }
-      map <- map %>% addLayersControl(overlayGroups = basename(tiff_files), options = layersControlOptions(collapsed = FALSE))
-      output_html_path <- paste0(output_path,basename(file), '.html')
+      
+      map <- map %>%
+      addLayersControl(
+        overlayGroups = basename(tiff_files),
+        options = layersControlOptions(collapsed = FALSE))
+      output_html_path <- paste0(output_path, tools::file_path_sans_ext(basename(file)), '.html')
       saveWidget(map, file = output_html_path, selfcontained = TRUE)
       cat('Interactive map saved to:', output_html_path, '
 ')
@@ -32,7 +43,7 @@ plot_geotiff_on_basemap <- function(input_path, output_path, colormap = 'viridis
         map <- leaflet() %>%
           addProviderTiles(leaflet::providers[[basemap_style]]) %>%
           addRasterImage(raster_layer, colors = colormap, opacity = opacity)
-        mapshot(map, file = paste0(output_path, basename(file), '.png'))
+        mapshot(map, file = paste0(output_path, tools::file_path_sans_ext(basename(file)), '.png'))
       }
     }
   } else {
@@ -42,9 +53,9 @@ plot_geotiff_on_basemap <- function(input_path, output_path, colormap = 'viridis
       addProviderTiles(leaflet::providers[[basemap_style]]) %>%
       addRasterImage(raster_file, colors = colormap, opacity = opacity)
     if (!interactive) {
-      mapshot(map, file = paste0(output_path, '.png'))
+      mapshot(map, file = paste0(output_path,tools::file_path_sans_ext(basename(input_path)), '.png'))
     } else {
-      output_html_path <- paste0(output_path, '.html')
+      output_html_path <- paste0(output_path, tools::file_path_sans_ext(basename(input_path)), '.html')
       saveWidget(map, file = output_html_path, selfcontained = TRUE)
       cat('Interactive map saved to:', output_html_path, '
 ')
@@ -53,6 +64,6 @@ plot_geotiff_on_basemap <- function(input_path, output_path, colormap = 'viridis
 }
 
 # Example usage:
-path_in = "/home/sbower/eddy/sambower/Documents/AtmoFacts/maps_package/test_data/random_geotiff/footprints"
+path_in = "/home/sbower/eddy/sambower/Documents/AtmoFacts/maps_package/test_data/random_geotiff/footprints/"
 path_out = "/home/sbower/eddy/sambower/Documents/AtmoFacts/maps_package/test_data/random_geotiff/outputs/"
 plot_geotiff_on_basemap(path_in, path_out, 'viridis', opacity = 0.5,'OpenStreetMap', TRUE)

From 4f152a177d6eb3d668e3b913770c62c2c18d863b Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Tue, 30 Jan 2024 23:27:55 +0000
Subject: [PATCH 04/66] Add header

---
 pack/eddy4R.maps/R/def.plot.flux.spatial.R | 47 +++++++++++++++++++---
 1 file changed, 41 insertions(+), 6 deletions(-)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.spatial.R b/pack/eddy4R.maps/R/def.plot.flux.spatial.R
index 36873760..98e35dfd 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.spatial.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.spatial.R
@@ -1,4 +1,44 @@
+##############################################################################################
+#' @title Definition function: Plot fluxes on a basemap
 
+#' @author
+#' Sam Bower \email{sbower@atmofacts.com}
+
+#' @description Function definition. This function saves a GeoTiff flux map onto a static basemap or an interactive html map.
+#' 
+#' @param input_path A spatial file or folder of spatial files to plot on the basemap.
+#' @param output_path A string for the folder location to save output maps.
+#' @param interactive If FALSE - plots the flux(es) onto a static basemap. If TRUE, plots the flux(es) onto an interactive basemap.
+#' @param basemap_style For a list of basemap styles use names(providers)
+
+#' @return 
+#' 
+#' 
+
+#' @references
+#' License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+
+#' @keywords visualization, flux mapping
+#' 
+#' @examples
+#' 
+#' path_in = "/path/to/folder/of/tif/files"
+#' path_out = "/path/to/desired/output/location"
+#' plot.flux.spatial(path_in, path_out, 'viridis', opacity = 0.5,'OpenStreetMap', TRUE)
+#' 
+
+
+
+#' @seealso Currently none.
+
+#' @export
+
+# changelog and author contributions / copyrights
+#   Stefan Metzger (2011-03-04)
+#     original creation
+#   Stefan Metzger (2022-02-08)
+#     update to eddy4R terminology and modularize into definition function
+###############################################################################################
 # Load necessary libraries
 #library(ggplot2)
 #library(ggmap)
@@ -7,7 +47,7 @@
 #library(mapview)
 
 # Define the function with improved interactive HTML handling
-plot_geotiff_on_basemap <- function(input_path, output_path, colormap = 'viridis', opacity = 0.5, basemap_style = 'OpenStreetMap', interactive = FALSE) {
+plot.flux.spatial <- function(input_path, output_path, colormap = 'viridis', opacity = 0.5, basemap_style = 'OpenStreetMap', interactive = FALSE) {
   # Check if input_path is a directory or a single file
   if (dir.exists(input_path)) {
     # Handle directory of TIFF files
@@ -62,8 +102,3 @@ plot_geotiff_on_basemap <- function(input_path, output_path, colormap = 'viridis
     }
   }
 }
-
-# Example usage:
-path_in = "/home/sbower/eddy/sambower/Documents/AtmoFacts/maps_package/test_data/random_geotiff/footprints/"
-path_out = "/home/sbower/eddy/sambower/Documents/AtmoFacts/maps_package/test_data/random_geotiff/outputs/"
-plot_geotiff_on_basemap(path_in, path_out, 'viridis', opacity = 0.5,'OpenStreetMap', TRUE)

From c88bd8a756f0eba31e7ded203fdb7819686c4838 Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Tue, 30 Jan 2024 23:38:34 +0000
Subject: [PATCH 05/66] Edit for consistent style

---
 pack/eddy4R.maps/R/def.plot.flux.spatial.R | 81 +++++++++++-----------
 1 file changed, 42 insertions(+), 39 deletions(-)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.spatial.R b/pack/eddy4R.maps/R/def.plot.flux.spatial.R
index 98e35dfd..100d9e82 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.spatial.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.spatial.R
@@ -34,10 +34,10 @@
 #' @export
 
 # changelog and author contributions / copyrights
-#   Stefan Metzger (2011-03-04)
+#   Sam Bower (2023-01-30)
 #     original creation
-#   Stefan Metzger (2022-02-08)
-#     update to eddy4R terminology and modularize into definition function
+#
+# 
 ###############################################################################################
 # Load necessary libraries
 #library(ggplot2)
@@ -48,57 +48,60 @@
 
 # Define the function with improved interactive HTML handling
 plot.flux.spatial <- function(input_path, output_path, colormap = 'viridis', opacity = 0.5, basemap_style = 'OpenStreetMap', interactive = FALSE) {
+  # Load necessary libraries
+  library(raster)
+  library(leaflet)
+  library(htmlwidgets)
+  library(mapview)
+  
   # Check if input_path is a directory or a single file
-  if (dir.exists(input_path)) {
+  if (base::dir.exists(input_path)) {
     # Handle directory of TIFF files
-    tiff_files <- list.files(input_path, pattern = '\\.tif$', full.names = TRUE)
+    tiff_files <- base::list.files(input_path, pattern = '\\.tif$', full.names = TRUE)
     if (interactive) {
       # Create an interactive map with layer selection for each TIFF file
-      map <- leaflet() %>%
-        #add a basemap based on the parameter basemap_style
-        addProviderTiles(leaflet::providers[[basemap_style]])
+      map <- leaflet::leaflet()
+      map <- map %>% leaflet::addProviderTiles(leaflet::providers[[basemap_style]])
+      
       for (file in tiff_files) {
-        #add the raster layers iteratively
-        raster_layer <- raster(file)
-        map <- map %>%
-          addRasterImage(
-            raster_layer,
-            group = basename(file),
-            colors = colormap,
-            opacity = opacity)
+        raster_layer <- raster::raster(file)
+        map <- map %>% leaflet::addRasterImage(
+          raster_layer,
+          group = base::basename(file),
+          colors = colormap,
+          opacity = opacity)
       }
       
-      map <- map %>%
-      addLayersControl(
-        overlayGroups = basename(tiff_files),
-        options = layersControlOptions(collapsed = FALSE))
-      output_html_path <- paste0(output_path, tools::file_path_sans_ext(basename(file)), '.html')
-      saveWidget(map, file = output_html_path, selfcontained = TRUE)
-      cat('Interactive map saved to:', output_html_path, '
-')
+      map <- map %>% leaflet::addLayersControl(
+        overlayGroups = base::basename(tiff_files),
+        options = leaflet::layersControlOptions(collapsed = FALSE))
+      
+      output_html_path <- base::paste0(output_path, tools::file_path_sans_ext(base::basename(file)), '.html')
+      htmlwidgets::saveWidget(map, file = output_html_path, selfcontained = TRUE)
+      base::cat('Interactive map saved to:', output_html_path, '\n')
     } else {
       # Create a PNG map for each TIFF file
       for (file in tiff_files) {
-        raster_layer <- raster(file)
-        map <- leaflet() %>%
-          addProviderTiles(leaflet::providers[[basemap_style]]) %>%
-          addRasterImage(raster_layer, colors = colormap, opacity = opacity)
-        mapshot(map, file = paste0(output_path, tools::file_path_sans_ext(basename(file)), '.png'))
+        raster_layer <- raster::raster(file)
+        map <- leaflet::leaflet() %>%
+          leaflet::addProviderTiles(leaflet::providers[[basemap_style]]) %>%
+          leaflet::addRasterImage(raster_layer, colors = colormap, opacity = opacity)
+        mapview::mapshot(map, file = base::paste0(output_path, tools::file_path_sans_ext(base::basename(file)), '.png'))
       }
     }
   } else {
     # Handle single TIFF file
-    raster_file <- raster(input_path)
-    map <- leaflet() %>%
-      addProviderTiles(leaflet::providers[[basemap_style]]) %>%
-      addRasterImage(raster_file, colors = colormap, opacity = opacity)
-    if (!interactive) {
-      mapshot(map, file = paste0(output_path,tools::file_path_sans_ext(basename(input_path)), '.png'))
+    raster_file <- raster::raster(input_path)
+    map <- leaflet::leaflet() %>%
+      leaflet::addProviderTiles(leaflet::providers[[basemap_style]]) %>%
+      leaflet::addRasterImage(raster_file, colors = colormap, opacity = opacity)
+    if (interactive) {
+      output_html_path <- base::paste0(output_path, tools::file_path_sans_ext(base::basename(input_path)), '.html')
+      htmlwidgets::saveWidget(map, file = output_html_path, selfcontained = TRUE)
+      base::cat('Interactive map saved to:', output_html_path, '\n')
     } else {
-      output_html_path <- paste0(output_path, tools::file_path_sans_ext(basename(input_path)), '.html')
-      saveWidget(map, file = output_html_path, selfcontained = TRUE)
-      cat('Interactive map saved to:', output_html_path, '
-')
+      mapview::mapshot(map, file = base::paste0(output_path,tools::file_path_sans_ext(base::basename(input_path)), '.png'))
     }
   }
+  return(map)
 }

From e827e9672e016157f4999c1d67c83ea29d20a320 Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Tue, 30 Jan 2024 23:40:22 +0000
Subject: [PATCH 06/66] Edit libraries

---
 pack/eddy4R.maps/R/def.plot.flux.spatial.R | 7 -------
 1 file changed, 7 deletions(-)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.spatial.R b/pack/eddy4R.maps/R/def.plot.flux.spatial.R
index 100d9e82..2f574252 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.spatial.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.spatial.R
@@ -39,13 +39,6 @@
 #
 # 
 ###############################################################################################
-# Load necessary libraries
-#library(ggplot2)
-#library(ggmap)
-#library(raster)
-#library(leaflet)
-#library(mapview)
-
 # Define the function with improved interactive HTML handling
 plot.flux.spatial <- function(input_path, output_path, colormap = 'viridis', opacity = 0.5, basemap_style = 'OpenStreetMap', interactive = FALSE) {
   # Load necessary libraries

From b99e15702ec2de9a38c33aa9950429ab55fb9153 Mon Sep 17 00:00:00 2001
From: stefanmet <smetzger@atmofacts.com>
Date: Wed, 31 Jan 2024 13:48:43 +0000
Subject: [PATCH 07/66] build maps package

---
 pack/eddy4R.maps/NAMESPACE                |  1 +
 pack/eddy4R.maps/man/plot.flux.spatial.Rd | 49 +++++++++++++++++++++++
 2 files changed, 50 insertions(+)
 create mode 100644 pack/eddy4R.maps/man/plot.flux.spatial.Rd

diff --git a/pack/eddy4R.maps/NAMESPACE b/pack/eddy4R.maps/NAMESPACE
index 6ae92683..98917352 100644
--- a/pack/eddy4R.maps/NAMESPACE
+++ b/pack/eddy4R.maps/NAMESPACE
@@ -1,2 +1,3 @@
 # Generated by roxygen2: do not edit by hand
 
+S3method(plot,flux.spatial)
diff --git a/pack/eddy4R.maps/man/plot.flux.spatial.Rd b/pack/eddy4R.maps/man/plot.flux.spatial.Rd
new file mode 100644
index 00000000..80d415c3
--- /dev/null
+++ b/pack/eddy4R.maps/man/plot.flux.spatial.Rd
@@ -0,0 +1,49 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/def.plot.flux.spatial.R
+\name{plot.flux.spatial}
+\alias{plot.flux.spatial}
+\title{Definition function: Plot fluxes on a basemap}
+\usage{
+\method{plot}{flux.spatial}(
+  input_path,
+  output_path,
+  colormap = "viridis",
+  opacity = 0.5,
+  basemap_style = "OpenStreetMap",
+  interactive = FALSE
+)
+}
+\arguments{
+\item{input_path}{A spatial file or folder of spatial files to plot on the basemap.}
+
+\item{output_path}{A string for the folder location to save output maps.}
+
+\item{basemap_style}{For a list of basemap styles use names(providers)}
+
+\item{interactive}{If FALSE - plots the flux(es) onto a static basemap. If TRUE, plots the flux(es) onto an interactive basemap.}
+}
+\value{
+
+}
+\description{
+Function definition. This function saves a GeoTiff flux map onto a static basemap or an interactive html map.
+}
+\examples{
+
+path_in = "/path/to/folder/of/tif/files"
+path_out = "/path/to/desired/output/location"
+plot.flux.spatial(path_in, path_out, 'viridis', opacity = 0.5,'OpenStreetMap', TRUE)
+
+}
+\references{
+License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+}
+\seealso{
+Currently none.
+}
+\author{
+Sam Bower \email{sbower@atmofacts.com}
+}
+\keyword{flux}
+\keyword{mapping}
+\keyword{visualization,}

From 532737adc3ba2a663714ea888ef6178922e0f7f9 Mon Sep 17 00:00:00 2001
From: stefanmet <smetzger@atmofacts.com>
Date: Wed, 31 Jan 2024 14:40:34 +0000
Subject: [PATCH 08/66] update function name

---
 pack/eddy4R.maps/R/def.plot.flux.spatial.R |  2 +-
 pack/eddy4R.maps/man/plot.flux.spatial.Rd  | 49 ----------------------
 2 files changed, 1 insertion(+), 50 deletions(-)
 delete mode 100644 pack/eddy4R.maps/man/plot.flux.spatial.Rd

diff --git a/pack/eddy4R.maps/R/def.plot.flux.spatial.R b/pack/eddy4R.maps/R/def.plot.flux.spatial.R
index 2f574252..e589fe61 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.spatial.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.spatial.R
@@ -40,7 +40,7 @@
 # 
 ###############################################################################################
 # Define the function with improved interactive HTML handling
-plot.flux.spatial <- function(input_path, output_path, colormap = 'viridis', opacity = 0.5, basemap_style = 'OpenStreetMap', interactive = FALSE) {
+def.plot.flux.spatial <- function(input_path, output_path, colormap = 'viridis', opacity = 0.5, basemap_style = 'OpenStreetMap', interactive = FALSE) {
   # Load necessary libraries
   library(raster)
   library(leaflet)
diff --git a/pack/eddy4R.maps/man/plot.flux.spatial.Rd b/pack/eddy4R.maps/man/plot.flux.spatial.Rd
deleted file mode 100644
index 80d415c3..00000000
--- a/pack/eddy4R.maps/man/plot.flux.spatial.Rd
+++ /dev/null
@@ -1,49 +0,0 @@
-% Generated by roxygen2: do not edit by hand
-% Please edit documentation in R/def.plot.flux.spatial.R
-\name{plot.flux.spatial}
-\alias{plot.flux.spatial}
-\title{Definition function: Plot fluxes on a basemap}
-\usage{
-\method{plot}{flux.spatial}(
-  input_path,
-  output_path,
-  colormap = "viridis",
-  opacity = 0.5,
-  basemap_style = "OpenStreetMap",
-  interactive = FALSE
-)
-}
-\arguments{
-\item{input_path}{A spatial file or folder of spatial files to plot on the basemap.}
-
-\item{output_path}{A string for the folder location to save output maps.}
-
-\item{basemap_style}{For a list of basemap styles use names(providers)}
-
-\item{interactive}{If FALSE - plots the flux(es) onto a static basemap. If TRUE, plots the flux(es) onto an interactive basemap.}
-}
-\value{
-
-}
-\description{
-Function definition. This function saves a GeoTiff flux map onto a static basemap or an interactive html map.
-}
-\examples{
-
-path_in = "/path/to/folder/of/tif/files"
-path_out = "/path/to/desired/output/location"
-plot.flux.spatial(path_in, path_out, 'viridis', opacity = 0.5,'OpenStreetMap', TRUE)
-
-}
-\references{
-License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
-}
-\seealso{
-Currently none.
-}
-\author{
-Sam Bower \email{sbower@atmofacts.com}
-}
-\keyword{flux}
-\keyword{mapping}
-\keyword{visualization,}

From 4f184237f9797773f9f62b10583ed3d6d2807339 Mon Sep 17 00:00:00 2001
From: stefanmet <smetzger@atmofacts.com>
Date: Wed, 31 Jan 2024 14:41:10 +0000
Subject: [PATCH 09/66] add and build def.algn.foot.rng

---
 pack/eddy4R.maps/NAMESPACE                    |   4 +-
 pack/eddy4R.maps/R/def.algn.foot.rng.R        | 103 ++++++++++++++++++
 pack/eddy4R.maps/man/def.algn.foot.rng.Rd     |  46 ++++++++
 pack/eddy4R.maps/man/def.plot.flux.spatial.Rd |  49 +++++++++
 4 files changed, 201 insertions(+), 1 deletion(-)
 create mode 100644 pack/eddy4R.maps/R/def.algn.foot.rng.R
 create mode 100644 pack/eddy4R.maps/man/def.algn.foot.rng.Rd
 create mode 100644 pack/eddy4R.maps/man/def.plot.flux.spatial.Rd

diff --git a/pack/eddy4R.maps/NAMESPACE b/pack/eddy4R.maps/NAMESPACE
index 98917352..7600e688 100644
--- a/pack/eddy4R.maps/NAMESPACE
+++ b/pack/eddy4R.maps/NAMESPACE
@@ -1,3 +1,5 @@
 # Generated by roxygen2: do not edit by hand
 
-S3method(plot,flux.spatial)
+export(def.algn.foot.rng)
+export(def.plot.flux.spatial)
+importFrom(matlab,padarray)
diff --git a/pack/eddy4R.maps/R/def.algn.foot.rng.R b/pack/eddy4R.maps/R/def.algn.foot.rng.R
new file mode 100644
index 00000000..023d99f2
--- /dev/null
+++ b/pack/eddy4R.maps/R/def.algn.foot.rng.R
@@ -0,0 +1,103 @@
+#' @title Align Footprint Map with Remote Sensing Data
+#'
+#' @author
+#' Stefan Metzger \email{smetzger@atmofacts.com}
+#' Andrei Serafimovich
+#' 
+#' @description Function definition. This function adjusts the dimensions of a footprint map
+#' (PHIcr_pad) to match and align with the dimensions of remote sensing (RS) data. It handles both cases
+#' where the footprint map is smaller or larger than the RS data extent in all directions.
+#'
+#' @param PHIcr_pad Matrix representing the footprint map.
+#' @param nortF Numeric vector representing the north extent of the footprint.
+#' @param eastF Numeric vector representing the east extent of the footprint.
+#' @param RS List containing 'nort' and 'east' vectors for remote sensing data extents.
+#' 
+#' @return List containing the adjusted footprint map matrix and the updated extents (nortF and eastF).
+#' 
+#' @references
+#' License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+#' 
+#' @keywords visualization, flux mapping
+#' 
+#' @importFrom matlab padarray
+#' 
+#' @examples
+#' # Example usage:
+#' # result <- alignFootprintMap(PHIcr_pad, nortF, eastF, RS)
+#' # aligned_PHIcr_pad <- result$PHIcr_pad
+#' # updated_nortF <- result$nortF
+#' # updated_eastF <- result$eastF
+#' 
+#' @seealso Currently none.
+#' 
+#' @export
+#
+# changelog and author contributions / copyrights
+#   Stefan Metzger (2013-01-01) original creation
+#   Andrei Serafimovich (2015-06-15) fixed padding for footprint matrices
+#   Stefan Metzger (2023-01-31) add Roxygen header, AGPL3 publication
+# 
+###############################################################################################
+
+def.algn.foot.rng <- function(
+  PHIcr_pad,
+  nortF,
+  eastF,
+  RS) {
+  
+  # Pad or trim the footprint matrix to get same dimension as and alignment with RS data
+
+  # Extent in south
+  if(min(nortF, na.rm=TRUE) > 1) {
+    #case1: footprint matrix smaller than RS extent
+    PHIcr_pad <- matlab::padarray(PHIcr_pad, range(nortF)[1]-1,0,"post")
+    nortF <- c(1:(range(nortF)[1]-1), nortF)
+  } else if (min(nortF, na.rm=TRUE) < 1) {
+    #case2: footprint matrix larger than RS extent
+    #            PHIcr_pad <- PHIcr[-which(nortF < 0),]
+    PHIcr_pad <- PHIcr_pad[-which(nortF <= 0),]
+    #            nortF <- nortF[-which(nortF < 0)]
+    nortF <- nortF[-which(nortF <= 0)]
+  }
+  
+  # Extent in north
+  if( max(nortF, na.rm=TRUE) < length(RS$nort) ) {
+    #case1: footprint matrix smaller than RS extent
+    PHIcr_pad <- matlab::padarray(PHIcr_pad,length(RS$nort)-range(nortF)[2],0,"pre")
+    nortF <- c(nortF, (range(nortF)[2]+1):length(RS$nort))
+  } else if ( max(nortF, na.rm=TRUE) > length(RS$nort) ) {
+    #case2: footprint matrix larger than RS extent
+    PHIcr_pad <- PHIcr_pad[-which(nortF > length(RS$nort)),]
+    nortF <- nortF[-which(nortF > length(RS$nort))]
+  }
+  
+  # Extent in west
+  if(min(eastF, na.rm=TRUE) > 1) {
+    #case1: footprint matrix smaller than RS extent
+    PHIcr_pad <- cbind(matrix(nrow=nrow(PHIcr_pad), ncol=range(eastF)[1]-1, 0), PHIcr_pad)
+    eastF <- c(1:(range(eastF)[1]-1), eastF)
+  } else if (min(eastF, na.rm=TRUE) < 1) {
+    #case2: footprint matrix larger than RS extent
+    #              PHIcr_pad <- PHIcr_pad[,-which(eastF < 0)]
+    PHIcr_pad <- PHIcr_pad[,-which(eastF <= 0)]
+    #              eastF <- eastF[-which(eastF < 0)]
+    eastF <- eastF[-which(eastF <= 0)]
+  }
+  
+  # Extent in east
+  if( max(eastF, na.rm=TRUE) < length(RS$east) ) {
+    #case1: footprint matrix smaller than RS extent
+    PHIcr_pad <- cbind(PHIcr_pad, matrix(nrow=nrow(PHIcr_pad),
+                                         ncol=length(RS$east)-range(eastF)[2], 0))
+    eastF <- c(eastF, (range(eastF)[2]+1):length(RS$east))
+  } else if (max(eastF, na.rm=TRUE) > length(RS$east)) {
+    #case2: footprint matrix larger than RS extent
+    PHIcr_pad <- PHIcr_pad[,-which(eastF > length(RS$east))]
+    #              eastF <- eastF[-which(nortF > length(RS$east))]
+    eastF <- eastF[-which(eastF > length(RS$east))]
+  }
+
+  # Return the adjusted matrix and extents
+  return(list(PHIcr_pad = PHIcr_pad, nortF = nortF, eastF = eastF))
+}
diff --git a/pack/eddy4R.maps/man/def.algn.foot.rng.Rd b/pack/eddy4R.maps/man/def.algn.foot.rng.Rd
new file mode 100644
index 00000000..e6c1cd79
--- /dev/null
+++ b/pack/eddy4R.maps/man/def.algn.foot.rng.Rd
@@ -0,0 +1,46 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/def.algn.foot.rng.R
+\name{def.algn.foot.rng}
+\alias{def.algn.foot.rng}
+\title{Align Footprint Map with Remote Sensing Data}
+\usage{
+def.algn.foot.rng(PHIcr_pad, nortF, eastF, RS)
+}
+\arguments{
+\item{PHIcr_pad}{Matrix representing the footprint map.}
+
+\item{nortF}{Numeric vector representing the north extent of the footprint.}
+
+\item{eastF}{Numeric vector representing the east extent of the footprint.}
+
+\item{RS}{List containing 'nort' and 'east' vectors for remote sensing data extents.}
+}
+\value{
+List containing the adjusted footprint map matrix and the updated extents (nortF and eastF).
+}
+\description{
+Function definition. This function adjusts the dimensions of a footprint map
+(PHIcr_pad) to match and align with the dimensions of remote sensing (RS) data. It handles both cases
+where the footprint map is smaller or larger than the RS data extent in all directions.
+}
+\examples{
+# Example usage:
+# result <- alignFootprintMap(PHIcr_pad, nortF, eastF, RS)
+# aligned_PHIcr_pad <- result$PHIcr_pad
+# updated_nortF <- result$nortF
+# updated_eastF <- result$eastF
+
+}
+\references{
+License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+}
+\seealso{
+Currently none.
+}
+\author{
+Stefan Metzger \email{smetzger@atmofacts.com}
+Andrei Serafimovich
+}
+\keyword{flux}
+\keyword{mapping}
+\keyword{visualization,}
diff --git a/pack/eddy4R.maps/man/def.plot.flux.spatial.Rd b/pack/eddy4R.maps/man/def.plot.flux.spatial.Rd
new file mode 100644
index 00000000..71cf1008
--- /dev/null
+++ b/pack/eddy4R.maps/man/def.plot.flux.spatial.Rd
@@ -0,0 +1,49 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/def.plot.flux.spatial.R
+\name{def.plot.flux.spatial}
+\alias{def.plot.flux.spatial}
+\title{Definition function: Plot fluxes on a basemap}
+\usage{
+def.plot.flux.spatial(
+  input_path,
+  output_path,
+  colormap = "viridis",
+  opacity = 0.5,
+  basemap_style = "OpenStreetMap",
+  interactive = FALSE
+)
+}
+\arguments{
+\item{input_path}{A spatial file or folder of spatial files to plot on the basemap.}
+
+\item{output_path}{A string for the folder location to save output maps.}
+
+\item{basemap_style}{For a list of basemap styles use names(providers)}
+
+\item{interactive}{If FALSE - plots the flux(es) onto a static basemap. If TRUE, plots the flux(es) onto an interactive basemap.}
+}
+\value{
+
+}
+\description{
+Function definition. This function saves a GeoTiff flux map onto a static basemap or an interactive html map.
+}
+\examples{
+
+path_in = "/path/to/folder/of/tif/files"
+path_out = "/path/to/desired/output/location"
+plot.flux.spatial(path_in, path_out, 'viridis', opacity = 0.5,'OpenStreetMap', TRUE)
+
+}
+\references{
+License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+}
+\seealso{
+Currently none.
+}
+\author{
+Sam Bower \email{sbower@atmofacts.com}
+}
+\keyword{flux}
+\keyword{mapping}
+\keyword{visualization,}

From 8062a37cb2ab7a5c50ebdc98fea10b65f8a89a0b Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Thu, 1 Feb 2024 20:45:53 +0000
Subject: [PATCH 10/66] Separate def.plot.flux.spatial into
 def.plot.flux.static and def.plot.flux.interactive.

---
 pack/eddy4R.maps/R/def.plot.flux.interactive.R | 1 +
 pack/eddy4R.maps/R/def.plot.flux.static.R      | 1 +
 2 files changed, 2 insertions(+)
 create mode 100644 pack/eddy4R.maps/R/def.plot.flux.interactive.R
 create mode 100644 pack/eddy4R.maps/R/def.plot.flux.static.R

diff --git a/pack/eddy4R.maps/R/def.plot.flux.interactive.R b/pack/eddy4R.maps/R/def.plot.flux.interactive.R
new file mode 100644
index 00000000..1a0b97e2
--- /dev/null
+++ b/pack/eddy4R.maps/R/def.plot.flux.interactive.R
@@ -0,0 +1 @@
+def.plot.flux.interactive
\ No newline at end of file
diff --git a/pack/eddy4R.maps/R/def.plot.flux.static.R b/pack/eddy4R.maps/R/def.plot.flux.static.R
new file mode 100644
index 00000000..003bac12
--- /dev/null
+++ b/pack/eddy4R.maps/R/def.plot.flux.static.R
@@ -0,0 +1 @@
+def.plot.flux.static
\ No newline at end of file

From 6a4f6e08560cadc6d713bc35605d0aa31bcd4e5d Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Thu, 1 Feb 2024 21:32:44 +0000
Subject: [PATCH 11/66] Create def.plot.flux.static framework.

---
 pack/eddy4R.maps/R/def.plot.flux.static.R | 29 ++++++++++++++++++++++-
 1 file changed, 28 insertions(+), 1 deletion(-)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.static.R b/pack/eddy4R.maps/R/def.plot.flux.static.R
index 003bac12..ad7ffd3b 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.static.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.static.R
@@ -1 +1,28 @@
-def.plot.flux.static
\ No newline at end of file
+
+
+
+
+def.plot.flux.static <- function(inputPath, basemapStyle = 'osm', nodataValue = 0, outputPath = 'output') {
+
+# Change java system parameters to allow for headless operation (to disable under-the-hood java GUI which will not work in this Docker container) . 
+  options(java.parameters = "-Djava.awt.headless=true")
+  
+# Load required libraries.
+  
+# read in single raster file.
+  
+# set nodata value.
+  
+# create basemap layer with OpenStreetMap and tmaptools.
+  
+# superimpose raster layer with given color scheme.
+  
+# save
+  
+# Read in folder of raster files
+  
+# Plot iteratively 
+  
+# Save
+}
+

From 8ffcd929e785ad65965fe1b709afe14a86b5a6c2 Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Thu, 1 Feb 2024 21:40:31 +0000
Subject: [PATCH 12/66] Check for files in input.

---
 pack/eddy4R.maps/R/def.plot.flux.static.R | 12 +++++++-----
 1 file changed, 7 insertions(+), 5 deletions(-)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.static.R b/pack/eddy4R.maps/R/def.plot.flux.static.R
index ad7ffd3b..85313bb6 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.static.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.static.R
@@ -1,16 +1,18 @@
 
 
-
-
 def.plot.flux.static <- function(inputPath, basemapStyle = 'osm', nodataValue = 0, outputPath = 'output') {
 
 # Change java system parameters to allow for headless operation (to disable under-the-hood java GUI which will not work in this Docker container) . 
   options(java.parameters = "-Djava.awt.headless=true")
   
-# Load required libraries.
-  
 # read in single raster file.
   
+  if (dir.exists(inputPath)) {
+    rasterFiles <- list.files(inputPath, pattern = "\\.tif$", full.names = TRUE)
+    if (length(rasterFiles) == 0) {
+      stop("No raster files found in the directory.")
+    }
+    
 # set nodata value.
   
 # create basemap layer with OpenStreetMap and tmaptools.
@@ -24,5 +26,5 @@ def.plot.flux.static <- function(inputPath, basemapStyle = 'osm', nodataValue =
 # Plot iteratively 
   
 # Save
-}
+}}
 

From 88e04024b866ffeaef8779a796bfb5dbe61bcd11 Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Thu, 1 Feb 2024 21:47:46 +0000
Subject: [PATCH 13/66] Create plotting function to call iteratively.

---
 pack/eddy4R.maps/R/def.plot.flux.static.R | 24 ++++++++++++++++++++++-
 1 file changed, 23 insertions(+), 1 deletion(-)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.static.R b/pack/eddy4R.maps/R/def.plot.flux.static.R
index 85313bb6..64310f0b 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.static.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.static.R
@@ -4,14 +4,36 @@ def.plot.flux.static <- function(inputPath, basemapStyle = 'osm', nodataValue =
 
 # Change java system parameters to allow for headless operation (to disable under-the-hood java GUI which will not work in this Docker container) . 
   options(java.parameters = "-Djava.awt.headless=true")
+
+# Plotting function with tmap
   
-# read in single raster file.
+  processRasterStatic <- function(rasterFile, basemapStyle, nodataValue, outputPath) {
+    rasterLayer <- raster::raster(rasterFile)
+    rasterLayer[rasterLayer == nodataValue] <- NA
+    
+    osm_map <- tmaptools::read_osm(rasterLayer, type = basemapStyle)
+    map <- tm_shape(osm_map) +
+      tm_rgb() +
+      tm_shape(rasterLayer) +
+      tm_raster(style = "equal", alpha = 0.4) +
+      tm_layout(legend.outside = FALSE)
+    
+    tmap_save(map, file = outputPath)
+  }
   
+# Read in a raster file or folder of raster files
+
   if (dir.exists(inputPath)) {
     rasterFiles <- list.files(inputPath, pattern = "\\.tif$", full.names = TRUE)
     if (length(rasterFiles) == 0) {
       stop("No raster files found in the directory.")
     }
+    for (rasterFile in rasterFiles) {
+      fileName <- basename(rasterFile)
+      fileOutputPath <- paste0(outputPath, "/", sub("\\.tif$", ".png", fileName))}
+    else{
+      rasterFile <- raster::raster(inputPath)
+    } 
     
 # set nodata value.
   

From 99d01973071b1789e605882a360da56d0e2a1e45 Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Thu, 1 Feb 2024 21:51:50 +0000
Subject: [PATCH 14/66] Conditions for single file inputs.

---
 pack/eddy4R.maps/R/def.plot.flux.static.R | 18 +++++++++++-------
 1 file changed, 11 insertions(+), 7 deletions(-)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.static.R b/pack/eddy4R.maps/R/def.plot.flux.static.R
index 64310f0b..3236925e 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.static.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.static.R
@@ -7,7 +7,7 @@ def.plot.flux.static <- function(inputPath, basemapStyle = 'osm', nodataValue =
 
 # Plotting function with tmap
   
-  processRasterStatic <- function(rasterFile, basemapStyle, nodataValue, outputPath) {
+  processRaster <- function(rasterFile, basemapStyle, nodataValue, outputPath) {
     rasterLayer <- raster::raster(rasterFile)
     rasterLayer[rasterLayer == nodataValue] <- NA
     
@@ -30,11 +30,15 @@ def.plot.flux.static <- function(inputPath, basemapStyle = 'osm', nodataValue =
     }
     for (rasterFile in rasterFiles) {
       fileName <- basename(rasterFile)
-      fileOutputPath <- paste0(outputPath, "/", sub("\\.tif$", ".png", fileName))}
-    else{
-      rasterFile <- raster::raster(inputPath)
-    } 
-    
+      fileOutputPath <- paste0(outputPath, "/", sub("\\.tif$", ".png", fileName))
+      processRaster(rasterFile, basemapStyle, nodataValue, fileOutputPath)}
+    else if file.exists(inputPath) && grepl("\\.tif$", inputPath)) {
+      processRasterStatic(inputPath, basemapStyle, nodataValue, paste0(outputPath, ".png")){
+      processRaster(rasterFile, basemapStyle, nodataValue, fileOutputPath)
+      }
+    }
+  }
+}
 # set nodata value.
   
 # create basemap layer with OpenStreetMap and tmaptools.
@@ -48,5 +52,5 @@ def.plot.flux.static <- function(inputPath, basemapStyle = 'osm', nodataValue =
 # Plot iteratively 
   
 # Save
-}}
+
 

From 2a0f7c044b70b729b915e76c8ae29f2732c60290 Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Thu, 1 Feb 2024 21:58:44 +0000
Subject: [PATCH 15/66] Process output and save path.

---
 pack/eddy4R.maps/R/def.plot.flux.static.R | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.static.R b/pack/eddy4R.maps/R/def.plot.flux.static.R
index 3236925e..db26c436 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.static.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.static.R
@@ -1,5 +1,3 @@
-
-
 def.plot.flux.static <- function(inputPath, basemapStyle = 'osm', nodataValue = 0, outputPath = 'output') {
 
 # Change java system parameters to allow for headless operation (to disable under-the-hood java GUI which will not work in this Docker container) . 
@@ -32,13 +30,15 @@ def.plot.flux.static <- function(inputPath, basemapStyle = 'osm', nodataValue =
       fileName <- basename(rasterFile)
       fileOutputPath <- paste0(outputPath, "/", sub("\\.tif$", ".png", fileName))
       processRaster(rasterFile, basemapStyle, nodataValue, fileOutputPath)}
-    else if file.exists(inputPath) && grepl("\\.tif$", inputPath)) {
-      processRasterStatic(inputPath, basemapStyle, nodataValue, paste0(outputPath, ".png")){
-      processRaster(rasterFile, basemapStyle, nodataValue, fileOutputPath)
-      }
+  else if (file.exists(inputPath) && grepl("\\.tif$", inputPath)) {
+    processRaster(inputPath, basemapStyle, nodataValue, paste0(outputPath, ".png"))
     }
   }
+  else {
+    stop("Input path is neither a valid raster file nor a directory containing raster files.")
+  }
 }
+
 # set nodata value.
   
 # create basemap layer with OpenStreetMap and tmaptools.

From dd4ddce73dc23b195620d3e2a0e496fc4d785d14 Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Thu, 1 Feb 2024 21:59:45 +0000
Subject: [PATCH 16/66] fix syntax errors.

---
 pack/eddy4R.maps/R/def.plot.flux.static.R | 36 ++++++-----------------
 1 file changed, 9 insertions(+), 27 deletions(-)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.static.R b/pack/eddy4R.maps/R/def.plot.flux.static.R
index db26c436..aa7f363b 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.static.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.static.R
@@ -1,10 +1,9 @@
 def.plot.flux.static <- function(inputPath, basemapStyle = 'osm', nodataValue = 0, outputPath = 'output') {
-
-# Change java system parameters to allow for headless operation (to disable under-the-hood java GUI which will not work in this Docker container) . 
+  
+  # Change java system parameters to allow for headless operation (to disable under-the-hood java GUI which will not work in this Docker container).
   options(java.parameters = "-Djava.awt.headless=true")
-
-# Plotting function with tmap
   
+  # Plotting function with tmap
   processRaster <- function(rasterFile, basemapStyle, nodataValue, outputPath) {
     rasterLayer <- raster::raster(rasterFile)
     rasterLayer[rasterLayer == nodataValue] <- NA
@@ -19,8 +18,7 @@ def.plot.flux.static <- function(inputPath, basemapStyle = 'osm', nodataValue =
     tmap_save(map, file = outputPath)
   }
   
-# Read in a raster file or folder of raster files
-
+  # Read in a raster file or folder of raster files
   if (dir.exists(inputPath)) {
     rasterFiles <- list.files(inputPath, pattern = "\\.tif$", full.names = TRUE)
     if (length(rasterFiles) == 0) {
@@ -29,28 +27,12 @@ def.plot.flux.static <- function(inputPath, basemapStyle = 'osm', nodataValue =
     for (rasterFile in rasterFiles) {
       fileName <- basename(rasterFile)
       fileOutputPath <- paste0(outputPath, "/", sub("\\.tif$", ".png", fileName))
-      processRaster(rasterFile, basemapStyle, nodataValue, fileOutputPath)}
-  else if (file.exists(inputPath) && grepl("\\.tif$", inputPath)) {
-    processRaster(inputPath, basemapStyle, nodataValue, paste0(outputPath, ".png"))
+      processRaster(rasterFile, basemapStyle, nodataValue, fileOutputPath)
     }
-  }
-  else {
+  } else if (file.exists(inputPath) && grepl("\\.tif$", inputPath)) {
+    fileOutputPath <- paste0(outputPath, ".png")
+    processRaster(inputPath, basemapStyle, nodataValue, fileOutputPath)
+  } else {
     stop("Input path is neither a valid raster file nor a directory containing raster files.")
   }
 }
-
-# set nodata value.
-  
-# create basemap layer with OpenStreetMap and tmaptools.
-  
-# superimpose raster layer with given color scheme.
-  
-# save
-  
-# Read in folder of raster files
-  
-# Plot iteratively 
-  
-# Save
-
-

From 6bae7cc7bafdc890bbd8fccbda07907567d0b993 Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Thu, 1 Feb 2024 22:02:57 +0000
Subject: [PATCH 17/66] Add def.plot.flux.interactive later

---
 pack/eddy4R.maps/R/def.plot.flux.interactive.R | 1 -
 1 file changed, 1 deletion(-)
 delete mode 100644 pack/eddy4R.maps/R/def.plot.flux.interactive.R

diff --git a/pack/eddy4R.maps/R/def.plot.flux.interactive.R b/pack/eddy4R.maps/R/def.plot.flux.interactive.R
deleted file mode 100644
index 1a0b97e2..00000000
--- a/pack/eddy4R.maps/R/def.plot.flux.interactive.R
+++ /dev/null
@@ -1 +0,0 @@
-def.plot.flux.interactive
\ No newline at end of file

From c264e4a215ccaca270a3148b341dc80e2291949c Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 2 Feb 2024 02:36:31 +0000
Subject: [PATCH 18/66] Add function parameters for map style.

---
 pack/eddy4R.maps/R/def.plot.flux.static.R | 12 ++++++++++--
 1 file changed, 10 insertions(+), 2 deletions(-)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.static.R b/pack/eddy4R.maps/R/def.plot.flux.static.R
index aa7f363b..885e6e89 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.static.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.static.R
@@ -1,4 +1,12 @@
-def.plot.flux.static <- function(inputPath, basemapStyle = 'osm', nodataValue = 0, outputPath = 'output') {
+def.plot.flux.static <- function(
+  inputPath,
+  outputPath = 'output',
+  nodataValue = 0,
+  basemapStyle = 'bing',
+  alpha = 0.5,
+  colormap = 'YlOrRd',
+  style = 'equal',
+  color_n = 7){ #palette_explorer()) {
   
   # Change java system parameters to allow for headless operation (to disable under-the-hood java GUI which will not work in this Docker container).
   options(java.parameters = "-Djava.awt.headless=true")
@@ -12,7 +20,7 @@ def.plot.flux.static <- function(inputPath, basemapStyle = 'osm', nodataValue =
     map <- tm_shape(osm_map) +
       tm_rgb() +
       tm_shape(rasterLayer) +
-      tm_raster(style = "equal", alpha = 0.4) +
+      tm_raster(style = style, alpha = alpha, palette=get_brewer_pal(palette = colormap, n = color_n, plot=FALSE)) +
       tm_layout(legend.outside = FALSE)
     
     tmap_save(map, file = outputPath)

From 571331482694c1d14911191a8e64dff884288de7 Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 2 Feb 2024 03:00:15 +0000
Subject: [PATCH 19/66] Remove embedded parameters.

---
 pack/eddy4R.maps/R/def.plot.flux.static.R | 19 ++++++++++---------
 1 file changed, 10 insertions(+), 9 deletions(-)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.static.R b/pack/eddy4R.maps/R/def.plot.flux.static.R
index 885e6e89..6173c2f4 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.static.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.static.R
@@ -1,18 +1,18 @@
 def.plot.flux.static <- function(
   inputPath,
-  outputPath = 'output',
+  outputPath,
   nodataValue = 0,
   basemapStyle = 'bing',
   alpha = 0.5,
   colormap = 'YlOrRd',
   style = 'equal',
-  color_n = 7){ #palette_explorer()) {
+  color_n = 7) { #palette_explorer()) {
   
   # Change java system parameters to allow for headless operation (to disable under-the-hood java GUI which will not work in this Docker container).
   options(java.parameters = "-Djava.awt.headless=true")
   
-  # Plotting function with tmap
-  processRaster <- function(rasterFile, basemapStyle, nodataValue, outputPath) {
+  # Function to load and process a single raster file and plot it
+  plotRaster <- function(rasterFile, outputPath) {
     rasterLayer <- raster::raster(rasterFile)
     rasterLayer[rasterLayer == nodataValue] <- NA
     
@@ -20,13 +20,13 @@ def.plot.flux.static <- function(
     map <- tm_shape(osm_map) +
       tm_rgb() +
       tm_shape(rasterLayer) +
-      tm_raster(style = style, alpha = alpha, palette=get_brewer_pal(palette = colormap, n = color_n, plot=FALSE)) +
+      tm_raster(style = style, alpha = alpha, palette = get_brewer_pal(palette = colormap, n = color_n, plot = FALSE)) +
       tm_layout(legend.outside = FALSE)
     
     tmap_save(map, file = outputPath)
   }
   
-  # Read in a raster file or folder of raster files
+  # Check if inputPath is a directory
   if (dir.exists(inputPath)) {
     rasterFiles <- list.files(inputPath, pattern = "\\.tif$", full.names = TRUE)
     if (length(rasterFiles) == 0) {
@@ -35,11 +35,12 @@ def.plot.flux.static <- function(
     for (rasterFile in rasterFiles) {
       fileName <- basename(rasterFile)
       fileOutputPath <- paste0(outputPath, "/", sub("\\.tif$", ".png", fileName))
-      processRaster(rasterFile, basemapStyle, nodataValue, fileOutputPath)
+      plotRaster(rasterFile, fileOutputPath)
     }
   } else if (file.exists(inputPath) && grepl("\\.tif$", inputPath)) {
-    fileOutputPath <- paste0(outputPath, ".png")
-    processRaster(inputPath, basemapStyle, nodataValue, fileOutputPath)
+    # InputPath is a single file
+    fileOutputPath <- paste0(outputPath, "/", basename(inputPath), ".png")
+    plotRaster(inputPath, fileOutputPath)
   } else {
     stop("Input path is neither a valid raster file nor a directory containing raster files.")
   }

From f629b5b7a50d64b3a593e350a1e525071cb972d7 Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 2 Feb 2024 03:17:13 +0000
Subject: [PATCH 20/66] Add function header.

---
 pack/eddy4R.maps/R/def.plot.flux.static.R | 58 ++++++++++++++++++++---
 1 file changed, 52 insertions(+), 6 deletions(-)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.static.R b/pack/eddy4R.maps/R/def.plot.flux.static.R
index 6173c2f4..1556c903 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.static.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.static.R
@@ -1,8 +1,46 @@
+##############################################################################################
+#' @title Definition function: Plot fluxes on a static basemap
+
+#' @author
+#' Sam Bower \email{sbower@atmofacts.com}
+
+#' @description Function definition. This function creates a flux map visualization on a user defined basemap.
+#' 
+#' @param inputPath A spatial file or folder of spatial files to plot on the basemap.
+#' @param outputPath A string for the folder location to save output maps.
+#' @param nodata_value If FALSE - plots the flux(es) onto a static basemap. If TRUE, plots the flux(es) onto an interactive basemap.
+#' @param basemap_style Basemap styles in OpenStreetMap (more in openmap())
+#' @param alpha Raster opacity
+#' @param colormap palette_explorer() for palette options
+#' @param style quantile, equal, cont, cat
+#' @param color_n color categories in palette
+
+#' @return 
+#' 
+#' 
+
+#' @references
+#' License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+
+#' @keywords visualization, flux mapping
+#' 
+
+
+#' @seealso Currently none.
+
+#' @export
+
+# changelog and author contributions / copyrights
+#   Sam Bower (2023-02-01)
+#     original creation
+#
+# 
+###############################################################################################
 def.plot.flux.static <- function(
   inputPath,
   outputPath,
-  nodataValue = 0,
-  basemapStyle = 'bing',
+  nodata_value = 0,
+  basemap_Style = 'bing',
   alpha = 0.5,
   colormap = 'YlOrRd',
   style = 'equal',
@@ -11,35 +49,43 @@ def.plot.flux.static <- function(
   # Change java system parameters to allow for headless operation (to disable under-the-hood java GUI which will not work in this Docker container).
   options(java.parameters = "-Djava.awt.headless=true")
   
-  # Function to load and process a single raster file and plot it
+  # Function to load and process a single raster file and plot it with tmap
   plotRaster <- function(rasterFile, outputPath) {
+    
+    #read in raster with raster library
     rasterLayer <- raster::raster(rasterFile)
     rasterLayer[rasterLayer == nodataValue] <- NA
+  
+    #grab baselayer from OpenStreetMap  
+    osm_map <- tmaptools::read_osm(rasterLayer, type = basemap_style)
     
-    osm_map <- tmaptools::read_osm(rasterLayer, type = basemapStyle)
+    #create tmap object with raster superimposed on basemap 
     map <- tm_shape(osm_map) +
       tm_rgb() +
       tm_shape(rasterLayer) +
       tm_raster(style = style, alpha = alpha, palette = get_brewer_pal(palette = colormap, n = color_n, plot = FALSE)) +
       tm_layout(legend.outside = FALSE)
     
+    #save tmap object
     tmap_save(map, file = outputPath)
   }
   
-  # Check if inputPath is a directory
+  # Check if inputPath is a directory and make a list of the files.
   if (dir.exists(inputPath)) {
     rasterFiles <- list.files(inputPath, pattern = "\\.tif$", full.names = TRUE)
     if (length(rasterFiles) == 0) {
       stop("No raster files found in the directory.")
     }
+    #iteratively create and save the maps
     for (rasterFile in rasterFiles) {
       fileName <- basename(rasterFile)
       fileOutputPath <- paste0(outputPath, "/", sub("\\.tif$", ".png", fileName))
       plotRaster(rasterFile, fileOutputPath)
     }
+    #Save a single file if the input is a single tiff
   } else if (file.exists(inputPath) && grepl("\\.tif$", inputPath)) {
     # InputPath is a single file
-    fileOutputPath <- paste0(outputPath, "/", basename(inputPath), ".png")
+    fileOutputPath <- paste0(outputPath, "/", tools::file_path_sans_ext(base::basename(inputPath)), ".png")
     plotRaster(inputPath, fileOutputPath)
   } else {
     stop("Input path is neither a valid raster file nor a directory containing raster files.")

From 845765b4090d1035586eb6e0509dfd3a3a0b7a9f Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 2 Feb 2024 16:00:20 +0000
Subject: [PATCH 21/66] Add parameters for def.plot.flux.interactive.

---
 pack/eddy4R.maps/R/def.plot.flux.interactive.R | 11 +++++++++++
 1 file changed, 11 insertions(+)
 create mode 100644 pack/eddy4R.maps/R/def.plot.flux.interactive.R

diff --git a/pack/eddy4R.maps/R/def.plot.flux.interactive.R b/pack/eddy4R.maps/R/def.plot.flux.interactive.R
new file mode 100644
index 00000000..3db14275
--- /dev/null
+++ b/pack/eddy4R.maps/R/def.plot.flux.interactive.R
@@ -0,0 +1,11 @@
+
+
+def.plot.flux.interactive <- function(
+  inputPath,
+  outputPath,
+  nodata_value = 0,
+  basemap_Style = 'bing',
+  alpha = 0.5,
+  colormap = 'YlOrRd',
+  style = 'equal',
+  color_n = 7) {
\ No newline at end of file

From 5cc82a143d943b64df29191b18ec4b0222d0466f Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 2 Feb 2024 16:23:30 +0000
Subject: [PATCH 22/66] Read files.

---
 .../eddy4R.maps/R/def.plot.flux.interactive.R | 22 ++++++++++++++-----
 1 file changed, 16 insertions(+), 6 deletions(-)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.interactive.R b/pack/eddy4R.maps/R/def.plot.flux.interactive.R
index 3db14275..a820d5f4 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.interactive.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.interactive.R
@@ -1,11 +1,21 @@
 
 
 def.plot.flux.interactive <- function(
-  inputPath,
-  outputPath,
+  input_path,
+  output_path,
   nodata_value = 0,
-  basemap_Style = 'bing',
   alpha = 0.5,
-  colormap = 'YlOrRd',
-  style = 'equal',
-  color_n = 7) {
\ No newline at end of file
+  colormap = 'YlOrRd'
+  ) {
+  
+  # List all TIFF files in the folder
+  rasterFiles <- list.files(input_path, pattern = "\\.tif$", full.names = TRUE)
+  
+  
+  
+  
+  
+  
+  
+  
+}
\ No newline at end of file

From 4c2006999cf81a98dbf968b175898121ad3ebf71 Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 2 Feb 2024 16:25:24 +0000
Subject: [PATCH 23/66] Function to process and add each raster file to the
 map.

---
 pack/eddy4R.maps/R/def.plot.flux.interactive.R | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.interactive.R b/pack/eddy4R.maps/R/def.plot.flux.interactive.R
index a820d5f4..08c64836 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.interactive.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.interactive.R
@@ -11,6 +11,22 @@ def.plot.flux.interactive <- function(
   # List all TIFF files in the folder
   rasterFiles <- list.files(input_path, pattern = "\\.tif$", full.names = TRUE)
   
+  # Initialize Leaflet map
+  map <- leaflet() %>%
+    addProviderTiles("OpenStreetMap", group = "Street") %>%
+    addProviderTiles("Esri.WorldImagery", group="Imagery") %>%
+    addProviderTiles("CartoDB.DarkMatter", group= "Dark")
+  
+  # Function to process and add each raster file to the map
+  processAndAddRaster <- function(filePath, map) {
+    flux <- raster(filePath)
+    # Replace zeros with NA
+    flux[flux == 0] <- NA
+    # Add raster to the map
+    map <- map %>% addRasterImage(flux, group = base::basename(filePath), colors = 'YlOrRd', opacity = 0.7, layerId = base::basename(filePath))
+    return(map)
+  }
+  
   
   
   

From 39078fe3ecba7e3b9561c1bdd48831ee8420e294 Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 2 Feb 2024 16:26:05 +0000
Subject: [PATCH 24/66] Dynamically create groups.

---
 pack/eddy4R.maps/R/def.plot.flux.interactive.R | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.interactive.R b/pack/eddy4R.maps/R/def.plot.flux.interactive.R
index 08c64836..24b9d60a 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.interactive.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.interactive.R
@@ -27,6 +27,9 @@ def.plot.flux.interactive <- function(
     return(map)
   }
   
+  # Dynamically create a list of groups for the layers control based on the raster files
+  rasterGroups <- base::basename(rasterFiles)
+  
   
   
   

From 8b6cab106606f60beaff86e2fccd3150eee318aa Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 2 Feb 2024 16:37:44 +0000
Subject: [PATCH 25/66] Robust input handling.

---
 .../eddy4R.maps/R/def.plot.flux.interactive.R | 50 +++++++++++--------
 1 file changed, 29 insertions(+), 21 deletions(-)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.interactive.R b/pack/eddy4R.maps/R/def.plot.flux.interactive.R
index 24b9d60a..0e61c14b 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.interactive.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.interactive.R
@@ -1,40 +1,48 @@
-
-
 def.plot.flux.interactive <- function(
   input_path,
-  output_path,
   nodata_value = 0,
-  alpha = 0.5,
+  alpha = 0.7,  # Use specified alpha
   colormap = 'YlOrRd'
-  ) {
-  
-  # List all TIFF files in the folder
-  rasterFiles <- list.files(input_path, pattern = "\\.tif$", full.names = TRUE)
+) {
+  # Determine if input_path is a directory or a single file
+  if (dir.exists(input_path)) {
+    rasterFiles <- list.files(input_path, pattern = "\\.tif$", full.names = TRUE)
+    if (length(rasterFiles) == 0) {  # Check if no TIFF files found
+      stop("No TIFF files found in the directory.")
+    }
+  } else if (file.exists(input_path) && grepl("\\.tif$", input_path)) {
+    rasterFiles <- list(input_path)  # Ensure rasterFiles is a list
+  } else {
+    stop("Input path is neither a valid folder nor a TIFF file.")
+  }
   
   # Initialize Leaflet map
   map <- leaflet() %>%
     addProviderTiles("OpenStreetMap", group = "Street") %>%
-    addProviderTiles("Esri.WorldImagery", group="Imagery") %>%
-    addProviderTiles("CartoDB.DarkMatter", group= "Dark")
+    addProviderTiles("Esri.WorldImagery", group = "Imagery") %>%
+    addProviderTiles("CartoDB.DarkMatter", group = "Dark")
   
   # Function to process and add each raster file to the map
   processAndAddRaster <- function(filePath, map) {
     flux <- raster(filePath)
-    # Replace zeros with NA
-    flux[flux == 0] <- NA
-    # Add raster to the map
-    map <- map %>% addRasterImage(flux, group = base::basename(filePath), colors = 'YlOrRd', opacity = 0.7, layerId = base::basename(filePath))
+    # Replace nodata_value with NA
+    flux[flux == nodata_value] <- NA
+    # Add raster to the map using specified colormap and alpha
+    map <- map %>% addRasterImage(flux, group = base::basename(filePath), colors = colormap, opacity = alpha, layerId = base::basename(filePath))
     return(map)
   }
   
+  # Apply the function to each raster file
+  for(filePath in rasterFiles) {
+    map <- processAndAddRaster(filePath, map)
+  }
+  
   # Dynamically create a list of groups for the layers control based on the raster files
   rasterGroups <- base::basename(rasterFiles)
   
+  # Add layers control to the map
+  map <- map %>% addLayersControl(overlayGroups = rasterGroups, baseGroups = c("Street", "Imagery", "Dark"))
   
-  
-  
-  
-  
-  
-  
-}
\ No newline at end of file
+  # Print the map
+  print(map)
+}

From 380338b42964c09fd86b50cf1b8f2433a38dd427 Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 2 Feb 2024 16:41:23 +0000
Subject: [PATCH 26/66] Add save functionality.

---
 pack/eddy4R.maps/R/def.plot.flux.interactive.R | 15 +++++++++++----
 1 file changed, 11 insertions(+), 4 deletions(-)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.interactive.R b/pack/eddy4R.maps/R/def.plot.flux.interactive.R
index 0e61c14b..f5d6938c 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.interactive.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.interactive.R
@@ -1,9 +1,12 @@
 def.plot.flux.interactive <- function(
   input_path,
   nodata_value = 0,
-  alpha = 0.7,  # Use specified alpha
-  colormap = 'YlOrRd'
+  alpha = 0.7,
+  colormap = 'YlOrRd',
+  save_path = NULL
 ) {
+  
+  
   # Determine if input_path is a directory or a single file
   if (dir.exists(input_path)) {
     rasterFiles <- list.files(input_path, pattern = "\\.tif$", full.names = TRUE)
@@ -43,6 +46,10 @@ def.plot.flux.interactive <- function(
   # Add layers control to the map
   map <- map %>% addLayersControl(overlayGroups = rasterGroups, baseGroups = c("Street", "Imagery", "Dark"))
   
-  # Print the map
-  print(map)
+  if (!is.null(save_path)) {
+    saveWidget(map, file = save_path, selfcontained = TRUE)
+  } else {
+    # Print the map to display it interactively
+    print(map)
+  }
 }

From 416ab899779df1bc0184caa290d8c3960c41bcf0 Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 2 Feb 2024 16:45:31 +0000
Subject: [PATCH 27/66] Add header.

---
 .../eddy4R.maps/R/def.plot.flux.interactive.R | 40 ++++++++++++++++++-
 1 file changed, 39 insertions(+), 1 deletion(-)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.interactive.R b/pack/eddy4R.maps/R/def.plot.flux.interactive.R
index f5d6938c..713f0e91 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.interactive.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.interactive.R
@@ -1,3 +1,39 @@
+##############################################################################################
+#' @title Definition function: Plot fluxes on an interactive map.
+
+#' @author
+#' Sam Bower \email{sbower@atmofacts.com}
+
+#' @description Function definition. This function creates an interactive flux map visualization that can be used in R viewer or in a web browser.
+#' 
+#' @param input_path A geotiff file or folder of geotiff files to plot on the basemap.
+#' @param nodata_value Nodata value from flux data
+#' @param alpha Raster opacity
+#' @param colormap palette_explorer() for palette options
+
+#' @return 
+#' 
+#' 
+
+#' @references
+#' License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+
+#' @keywords visualization, flux mapping
+#' 
+
+
+#' @seealso Currently none.
+
+#' @export
+
+# changelog and author contributions / copyrights
+#   Sam Bower (2023-02-02)
+#     original creation
+#
+# 
+###############################################################################################
+
+
 def.plot.flux.interactive <- function(
   input_path,
   nodata_value = 0,
@@ -6,6 +42,8 @@ def.plot.flux.interactive <- function(
   save_path = NULL
 ) {
   
+  library(leaflet)
+  library(raster)
   
   # Determine if input_path is a directory or a single file
   if (dir.exists(input_path)) {
@@ -47,7 +85,7 @@ def.plot.flux.interactive <- function(
   map <- map %>% addLayersControl(overlayGroups = rasterGroups, baseGroups = c("Street", "Imagery", "Dark"))
   
   if (!is.null(save_path)) {
-    saveWidget(map, file = save_path, selfcontained = TRUE)
+    htmlwidgets::saveWidget(map, file = save_path, selfcontained = TRUE)
   } else {
     # Print the map to display it interactively
     print(map)

From 6fa7e63d0ee0f98262ca74c8cfe4879f67bab946 Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 2 Feb 2024 16:46:24 +0000
Subject: [PATCH 28/66] fix header parameter wording.

---
 pack/eddy4R.maps/R/def.plot.flux.static.R | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.static.R b/pack/eddy4R.maps/R/def.plot.flux.static.R
index 1556c903..aaeb64b5 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.static.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.static.R
@@ -8,7 +8,7 @@
 #' 
 #' @param inputPath A spatial file or folder of spatial files to plot on the basemap.
 #' @param outputPath A string for the folder location to save output maps.
-#' @param nodata_value If FALSE - plots the flux(es) onto a static basemap. If TRUE, plots the flux(es) onto an interactive basemap.
+#' @param nodata_value The nodata value specified from the flux data.
 #' @param basemap_style Basemap styles in OpenStreetMap (more in openmap())
 #' @param alpha Raster opacity
 #' @param colormap palette_explorer() for palette options

From 9c39e2288076a1cab02d67de9ea3b245abf79eee Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 2 Feb 2024 17:28:50 +0000
Subject: [PATCH 29/66] bug fixes.

---
 pack/eddy4R.maps/R/def.plot.flux.static.R | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.static.R b/pack/eddy4R.maps/R/def.plot.flux.static.R
index aaeb64b5..df521675 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.static.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.static.R
@@ -40,7 +40,7 @@ def.plot.flux.static <- function(
   inputPath,
   outputPath,
   nodata_value = 0,
-  basemap_Style = 'bing',
+  basemap_style = 'bing',
   alpha = 0.5,
   colormap = 'YlOrRd',
   style = 'equal',
@@ -54,7 +54,7 @@ def.plot.flux.static <- function(
     
     #read in raster with raster library
     rasterLayer <- raster::raster(rasterFile)
-    rasterLayer[rasterLayer == nodataValue] <- NA
+    rasterLayer[rasterLayer == nodata_value] <- NA
   
     #grab baselayer from OpenStreetMap  
     osm_map <- tmaptools::read_osm(rasterLayer, type = basemap_style)

From c56f0ca70126ea95e38530e60b3e765fea1c8917 Mon Sep 17 00:00:00 2001
From: stefanmet <smetzger@atmofacts.com>
Date: Fri, 2 Feb 2024 17:52:45 +0000
Subject: [PATCH 30/66] add functionality for binned standard deviation

---
 pack/eddy4R.base/R/def.bin.R    | 37 ++++++++++++++++++++-------------
 pack/eddy4R.base/man/def.bin.Rd | 14 ++++++-------
 2 files changed, 29 insertions(+), 22 deletions(-)

diff --git a/pack/eddy4R.base/R/def.bin.R b/pack/eddy4R.base/R/def.bin.R
index 5e12748a..d71a51c0 100644
--- a/pack/eddy4R.base/R/def.bin.R
+++ b/pack/eddy4R.base/R/def.bin.R
@@ -11,10 +11,10 @@
 #' @param depe Either a vector or matrix of class numeric or integer containing the dependent variable and of the same length as \code{idep}. []
 #' @param RngMinMax An object of class numeric or integer containing the minimum and maximum values of the independent variable. Defaults to NULL. []
 #' @param NumBin An object of class numeric or integer containing the number of bins. []
-#' @param widtBin An object of class string containing the functions ("lin", "log10", "exp10", "logExp", "expLog") to determine bin width distribution of the independent variable. []
-#' @param meanFunc An object of class string containing the arithmetic "mean" and "median". []
+#' @param WidtBin An object of class string containing the functions ("lin", "log10", "exp10", "logExp", "expLog") to determine bin width distribution of the independent variable. []
+#' @param Func An object of class string containing the arithmetic "mean", "median", or "sd". []
 
-#' @return \code{idep} A list object of class "numeric" containing the resulted binning of independent variable and of the same length as {widtBin} and \code{depe} a matrix containing the the resulted binning of dependent variable and of the same length as {widtBin}. \cr
+#' @return \code{idep} A list object of class "numeric" containing the resulted binning of independent variable and of the same length as {WidtBin} and \code{depe} a matrix containing the the resulted binning of dependent variable and of the same length as {WidtBin}. \cr
 
 #' @references
 #' License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
@@ -22,8 +22,8 @@
 #' @keywords bin
 
 #' @examples 
-#' def.bin(idep = rnorm(5000), depe = rnorm(5000), RngMinMax = NULL, NumBin = 23, widtBin = "log10", meanFunc = "mean" )
-#' def.bin(idep = rnorm(500), depe = rnorm(500), RngMinMax = c(0.1, 0.4), NumBin = 12, widtBin = "lin", meanFunc = "median" )
+#' def.bin(idep = rnorm(5000), depe = rnorm(5000), RngMinMax = NULL, NumBin = 23, WidtBin = "log10", Func = "mean" )
+#' def.bin(idep = rnorm(500), depe = rnorm(500), RngMinMax = c(0.1, 0.4), NumBin = 12, WidtBin = "lin", Func = "median" )
 
 #' @seealso Currently none
 
@@ -38,6 +38,8 @@
 #     Initail naming convention for eddy4R
 #   Natchaya P-Durden (2018-04-03)
 #     update @param format
+#   Stefan Metzger (2024-02-02)
+#     add functionality for binned standard deviation
 ##############################################################################################
 #BIN DATA
 
@@ -46,15 +48,15 @@ def.bin <- function(
   depe,
   RngMinMax = NULL,
   NumBin,
-  widtBin = c("lin", "log10", "exp10", "logExp", "expLog"),
-  meanFunc = c("mean", "median")
+  WidtBin = c("lin", "log10", "exp10", "logExp", "expLog"),
+  Func = c("mean", "median", "sd")
 ) {
   #aggregation with binning 
   #  idep: independent variable, frequency, wavenumber etc.
   #  depe: dependent variable, vector or matrix of same length as idep
   #  RngMinMax: min and max range
   #  NumBin: number of bins
-  #  widtBin: c("lin", "log10", "exp10", "logExp", "expLog") bin width distribution as function of idep
+  #  WidtBin: c("lin", "log10", "exp10", "logExp", "expLog") bin width distribution as function of idep
   
   #prepare variables
   idep <- idep
@@ -63,23 +65,28 @@ def.bin <- function(
   
   #define boundary
   if(is.null(RngMinMax)) minMax <- base::range(idep)
-  if(widtBin == "lin") rng <- base::seq(minMax[1], minMax[2], length.out=(NumBin + 1))
-  if(widtBin == "log10") rng <- base::log10(base::seq(10^(minMax[1]), 10^(minMax[2]), length.out=(NumBin + 1)))
-  if(widtBin == "exp10") rng <- 10^(base::seq(base::log10(minMax[1]), base::log10(minMax[2]), length.out=(NumBin + 1)))
-  if(widtBin == "logExp") rng <- base::log(base::seq(base::exp(minMax[1]), base::exp(minMax[2]), length.out=(NumBin + 1)))
-  if(widtBin == "expLog") rng <- base::exp(base::seq(base::log(minMax[1]), base::log(minMax[2]), length.out=(NumBin + 1)))
+  if(WidtBin == "lin") rng <- base::seq(minMax[1], minMax[2], length.out=(NumBin + 1))
+  if(WidtBin == "log10") rng <- base::log10(base::seq(10^(minMax[1]), 10^(minMax[2]), length.out=(NumBin + 1)))
+  if(WidtBin == "exp10") rng <- 10^(base::seq(base::log10(minMax[1]), base::log10(minMax[2]), length.out=(NumBin + 1)))
+  if(WidtBin == "logExp") rng <- base::log(base::seq(base::exp(minMax[1]), base::exp(minMax[2]), length.out=(NumBin + 1)))
+  if(WidtBin == "expLog") rng <- base::exp(base::seq(base::log(minMax[1]), base::log(minMax[2]), length.out=(NumBin + 1)))
   if(is.null(RngMinMax)) rng[c(1,length(rng))] <- c(0,Inf)
   
   #actual binning
   for(i in 1:(length(rng)-1)) {
     whrBin <- which(idep > rng[i] & idep <= rng[i+1])
-    if(meanFunc == "median") {
+    if(Func == "median") {
       idepTmp <- stats::median(idep[whrBin], na.rm=T)
       depeTmp <- sapply(1:ncol(depe), function(x) stats::median(depe[whrBin,x], na.rm=T))
-    } else {
+    }
+    if(Func == "mean") {
       idepTmp <- base::mean(idep[whrBin], na.rm=T)
       depeTmp <- sapply(1:ncol(depe), function(x) base::mean(depe[whrBin,x], na.rm=T))
     }
+    if(Func == "sd") {
+      idepTmp <- base::mean(idep[whrBin], na.rm=T)
+      depeTmp <- sapply(1:ncol(depe), function(x) stats::sd(depe[whrBin,x], na.rm=T))
+    }
     if(i == 1) {
       idepBin <- idepTmp
       depeBin <- depeTmp
diff --git a/pack/eddy4R.base/man/def.bin.Rd b/pack/eddy4R.base/man/def.bin.Rd
index 03064f7f..70527ef3 100644
--- a/pack/eddy4R.base/man/def.bin.Rd
+++ b/pack/eddy4R.base/man/def.bin.Rd
@@ -9,8 +9,8 @@ def.bin(
   depe,
   RngMinMax = NULL,
   NumBin,
-  widtBin = c("lin", "log10", "exp10", "logExp", "expLog"),
-  meanFunc = c("mean", "median")
+  WidtBin = c("lin", "log10", "exp10", "logExp", "expLog"),
+  Func = c("mean", "median", "sd")
 )
 }
 \arguments{
@@ -22,19 +22,19 @@ def.bin(
 
 \item{NumBin}{An object of class numeric or integer containing the number of bins. []}
 
-\item{widtBin}{An object of class string containing the functions ("lin", "log10", "exp10", "logExp", "expLog") to determine bin width distribution of the independent variable. []}
+\item{WidtBin}{An object of class string containing the functions ("lin", "log10", "exp10", "logExp", "expLog") to determine bin width distribution of the independent variable. []}
 
-\item{meanFunc}{An object of class string containing the arithmetic "mean" and "median". []}
+\item{Func}{An object of class string containing the arithmetic "mean", "median", or "sd". []}
 }
 \value{
-\code{idep} A list object of class "numeric" containing the resulted binning of independent variable and of the same length as {widtBin} and \code{depe} a matrix containing the the resulted binning of dependent variable and of the same length as {widtBin}. \cr
+\code{idep} A list object of class "numeric" containing the resulted binning of independent variable and of the same length as {WidtBin} and \code{depe} a matrix containing the the resulted binning of dependent variable and of the same length as {WidtBin}. \cr
 }
 \description{
 Function definition. Smooth data using Binning method.
 }
 \examples{
-def.bin(idep = rnorm(5000), depe = rnorm(5000), RngMinMax = NULL, NumBin = 23, widtBin = "log10", meanFunc = "mean" )
-def.bin(idep = rnorm(500), depe = rnorm(500), RngMinMax = c(0.1, 0.4), NumBin = 12, widtBin = "lin", meanFunc = "median" )
+def.bin(idep = rnorm(5000), depe = rnorm(5000), RngMinMax = NULL, NumBin = 23, WidtBin = "log10", Func = "mean" )
+def.bin(idep = rnorm(500), depe = rnorm(500), RngMinMax = c(0.1, 0.4), NumBin = 12, WidtBin = "lin", Func = "median" )
 }
 \references{
 License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007

From 7877e252b8608f9db310510a1cfe71de64cec92d Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 2 Feb 2024 18:26:59 +0000
Subject: [PATCH 31/66] Start def.plot.flux.animate.R

---
 pack/eddy4R.maps/R/def.plot.flux.animate.R | 1 +
 1 file changed, 1 insertion(+)
 create mode 100644 pack/eddy4R.maps/R/def.plot.flux.animate.R

diff --git a/pack/eddy4R.maps/R/def.plot.flux.animate.R b/pack/eddy4R.maps/R/def.plot.flux.animate.R
new file mode 100644
index 00000000..542dc9d8
--- /dev/null
+++ b/pack/eddy4R.maps/R/def.plot.flux.animate.R
@@ -0,0 +1 @@
+def.plot.flux.animate
\ No newline at end of file

From 513f9ddf7d10445eec2343d0951618e77f053b41 Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 2 Feb 2024 18:29:34 +0000
Subject: [PATCH 32/66] Outline parameters

---
 pack/eddy4R.maps/R/def.plot.flux.animate.R | 21 ++++++++++++++++++++-
 1 file changed, 20 insertions(+), 1 deletion(-)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.animate.R b/pack/eddy4R.maps/R/def.plot.flux.animate.R
index 542dc9d8..71043115 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.animate.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.animate.R
@@ -1 +1,20 @@
-def.plot.flux.animate
\ No newline at end of file
+def.plot.flux.animate <- function(
+  input_folder,
+  output_file,
+  nodata_value = 0,
+  colormap = 'YlOrRd',
+  basemap_style = 'osm',
+  palette_style = 'equal',
+  alpha = 0.4,
+  legend = TRUE
+  ) {
+  
+  # Load necessary libraries
+  library(raster)
+  library(tmap)
+  library(tmaptools)
+  library(gifski)
+  
+  
+  
+}
\ No newline at end of file

From e6de19381a31ad8b0003c1616e9944af3dbb4d3b Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 2 Feb 2024 18:32:09 +0000
Subject: [PATCH 33/66] Read in files and start a temporary workspace for .png
 images.

---
 pack/eddy4R.maps/R/def.plot.flux.animate.R | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.animate.R b/pack/eddy4R.maps/R/def.plot.flux.animate.R
index 71043115..dbb4654a 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.animate.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.animate.R
@@ -15,6 +15,18 @@ def.plot.flux.animate <- function(
   library(tmaptools)
   library(gifski)
   
+  # Ensure tmap is in plot mode
+  tmap_mode("plot")
+  
+  # Create a temporary directory for storing map images
+  temp_dir <- tempfile()
+  dir.create(temp_dir)
+  
+  # List all raster files in the directory
+  raster_files <- list.files(input_folder, pattern = "\\.tif$", full.names = TRUE)
+  
+  # Initialize a list to store file paths of individual map images
+  temp_files <- vector("character", length(raster_files))
   
   
 }
\ No newline at end of file

From 4c96e7d2b4b0dc90d2953063d06566e199c23d30 Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 2 Feb 2024 18:33:16 +0000
Subject: [PATCH 34/66] Create static map for rasters like
 def.plot.flux.static.

---
 pack/eddy4R.maps/R/def.plot.flux.animate.R | 23 ++++++++++++++++++++++
 1 file changed, 23 insertions(+)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.animate.R b/pack/eddy4R.maps/R/def.plot.flux.animate.R
index dbb4654a..baf6d6c2 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.animate.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.animate.R
@@ -28,5 +28,28 @@ def.plot.flux.animate <- function(
   # Initialize a list to store file paths of individual map images
   temp_files <- vector("character", length(raster_files))
   
+  # Loop through each raster file to create a static map
+  for (i in seq_along(raster_files)) {
+    flux <- raster::raster(raster_files[i])
+    flux[flux == nodata_value] <- NA  # Apply nodata value
+    
+    osm_map <- tmaptools::read_osm(flux, type = basemap_style)
+    
+    map <- tm_shape(osm_map) +
+      tm_rgb() +
+      tm_shape(flux) +
+      tm_raster(style = palette_style, alpha = alpha, palette = colormap) +
+      tm_layout(legend.outside = legend)
+    
+    # Generate a temporary file path for the static map image
+    temp_file <- file.path(temp_dir, paste0("map_", i, ".png"))
+    temp_files[i] <- temp_file  # Store the file path
+    
+    # Save the map as an image
+    tmap_save(map, filename = temp_file, width = 800, height = 600, units = "px")
+  }
+  
+  
+  
   
 }
\ No newline at end of file

From 1370f49525cc2057b63b0514e23670fa5249ebf5 Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 2 Feb 2024 18:34:37 +0000
Subject: [PATCH 35/66] write gif with gifski library

---
 pack/eddy4R.maps/R/def.plot.flux.animate.R | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.animate.R b/pack/eddy4R.maps/R/def.plot.flux.animate.R
index baf6d6c2..13ce755b 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.animate.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.animate.R
@@ -49,7 +49,12 @@ def.plot.flux.animate <- function(
     tmap_save(map, filename = temp_file, width = 800, height = 600, units = "px")
   }
   
+  # Use gifski to create the GIF from the PNG files
+  gifski(png_files = temp_files, gif_file = output_file, width = 800, height = 600, delay = 1, progress = TRUE)
   
+  # After creating the GIF, clean up the temporary directory and its contents
+  unlink(temp_dir, recursive = TRUE)
   
+  cat("Animation created at:", output_file, "\n")
   
 }
\ No newline at end of file

From 1e00dd30feb64932768b2989f1a539ec9364788f Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 2 Feb 2024 18:41:36 +0000
Subject: [PATCH 36/66] Add header.

---
 pack/eddy4R.maps/R/def.plot.flux.animate.R | 57 +++++++++++++++++++++-
 1 file changed, 55 insertions(+), 2 deletions(-)

diff --git a/pack/eddy4R.maps/R/def.plot.flux.animate.R b/pack/eddy4R.maps/R/def.plot.flux.animate.R
index 13ce755b..9e50cf04 100644
--- a/pack/eddy4R.maps/R/def.plot.flux.animate.R
+++ b/pack/eddy4R.maps/R/def.plot.flux.animate.R
@@ -1,3 +1,55 @@
+##############################################################################################
+#' @title Definition function: Plot fluxes on an animated gif.
+
+#' @author
+#' Sam Bower \email{sbower@atmofacts.com}
+
+#' @description Function definition. This function creates an animated flux map visualization for temporal flux map data contained in a folder.
+#' 
+#' @param input_folder A folder of geotiff files.
+#' @param output_file The path of the output file (.gif)
+#' @param nodata_value Nodata value from flux data
+#' @param alpha Raster opacity
+#' @param colormap palette_explorer() for palette options
+#' @param palette_style quantile, equal, cont, cat
+#' @param legend Boolean. If legend plots on the map
+#' @param delay The delay time in the animation.
+#' 
+
+#' @return 
+#' 
+#' 
+
+#' @references
+#' License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+
+#' @keywords visualization, flux mapping, animation
+#' 
+#' @examples 
+#' 
+#' def.plot.flux.animation(
+#' input_folder = "/path/to/input/folder",  # Replace with your input folder path
+#' output_file = "/path/to/output/animation.gif",  # Replace with your desired output GIF path
+#' nodata_value = 0,
+#' colormap = 'YlOrRd',
+#' basemap_style = 'osm',
+#' palette_style = 'equal',
+#' alpha = 0.4,
+#' legend = TRUE
+#' )
+
+
+#' @seealso Currently none.
+
+#' @export
+
+# changelog and author contributions / copyrights
+#   Sam Bower (2023-02-02)
+#     original creation
+#
+# 
+###############################################################################################
+
 def.plot.flux.animate <- function(
   input_folder,
   output_file,
@@ -6,7 +58,8 @@ def.plot.flux.animate <- function(
   basemap_style = 'osm',
   palette_style = 'equal',
   alpha = 0.4,
-  legend = TRUE
+  legend = TRUE,
+  delay = 1
   ) {
   
   # Load necessary libraries
@@ -50,7 +103,7 @@ def.plot.flux.animate <- function(
   }
   
   # Use gifski to create the GIF from the PNG files
-  gifski(png_files = temp_files, gif_file = output_file, width = 800, height = 600, delay = 1, progress = TRUE)
+  gifski(png_files = temp_files, gif_file = output_file, width = 800, height = 600, delay = delay, progress = TRUE)
   
   # After creating the GIF, clean up the temporary directory and its contents
   unlink(temp_dir, recursive = TRUE)

From ced454488a47e91172083f3996240bde8efb654e Mon Sep 17 00:00:00 2001
From: stefanmet <smetzger@atmofacts.com>
Date: Fri, 2 Feb 2024 21:37:04 +0000
Subject: [PATCH 37/66] superseded by individual functions .animate,
 .interactive, and .static

---
 pack/eddy4R.maps/R/def.plot.flux.spatial.R | 100 ---------------------
 1 file changed, 100 deletions(-)
 delete mode 100644 pack/eddy4R.maps/R/def.plot.flux.spatial.R

diff --git a/pack/eddy4R.maps/R/def.plot.flux.spatial.R b/pack/eddy4R.maps/R/def.plot.flux.spatial.R
deleted file mode 100644
index e589fe61..00000000
--- a/pack/eddy4R.maps/R/def.plot.flux.spatial.R
+++ /dev/null
@@ -1,100 +0,0 @@
-##############################################################################################
-#' @title Definition function: Plot fluxes on a basemap
-
-#' @author
-#' Sam Bower \email{sbower@atmofacts.com}
-
-#' @description Function definition. This function saves a GeoTiff flux map onto a static basemap or an interactive html map.
-#' 
-#' @param input_path A spatial file or folder of spatial files to plot on the basemap.
-#' @param output_path A string for the folder location to save output maps.
-#' @param interactive If FALSE - plots the flux(es) onto a static basemap. If TRUE, plots the flux(es) onto an interactive basemap.
-#' @param basemap_style For a list of basemap styles use names(providers)
-
-#' @return 
-#' 
-#' 
-
-#' @references
-#' License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
-
-#' @keywords visualization, flux mapping
-#' 
-#' @examples
-#' 
-#' path_in = "/path/to/folder/of/tif/files"
-#' path_out = "/path/to/desired/output/location"
-#' plot.flux.spatial(path_in, path_out, 'viridis', opacity = 0.5,'OpenStreetMap', TRUE)
-#' 
-
-
-
-#' @seealso Currently none.
-
-#' @export
-
-# changelog and author contributions / copyrights
-#   Sam Bower (2023-01-30)
-#     original creation
-#
-# 
-###############################################################################################
-# Define the function with improved interactive HTML handling
-def.plot.flux.spatial <- function(input_path, output_path, colormap = 'viridis', opacity = 0.5, basemap_style = 'OpenStreetMap', interactive = FALSE) {
-  # Load necessary libraries
-  library(raster)
-  library(leaflet)
-  library(htmlwidgets)
-  library(mapview)
-  
-  # Check if input_path is a directory or a single file
-  if (base::dir.exists(input_path)) {
-    # Handle directory of TIFF files
-    tiff_files <- base::list.files(input_path, pattern = '\\.tif$', full.names = TRUE)
-    if (interactive) {
-      # Create an interactive map with layer selection for each TIFF file
-      map <- leaflet::leaflet()
-      map <- map %>% leaflet::addProviderTiles(leaflet::providers[[basemap_style]])
-      
-      for (file in tiff_files) {
-        raster_layer <- raster::raster(file)
-        map <- map %>% leaflet::addRasterImage(
-          raster_layer,
-          group = base::basename(file),
-          colors = colormap,
-          opacity = opacity)
-      }
-      
-      map <- map %>% leaflet::addLayersControl(
-        overlayGroups = base::basename(tiff_files),
-        options = leaflet::layersControlOptions(collapsed = FALSE))
-      
-      output_html_path <- base::paste0(output_path, tools::file_path_sans_ext(base::basename(file)), '.html')
-      htmlwidgets::saveWidget(map, file = output_html_path, selfcontained = TRUE)
-      base::cat('Interactive map saved to:', output_html_path, '\n')
-    } else {
-      # Create a PNG map for each TIFF file
-      for (file in tiff_files) {
-        raster_layer <- raster::raster(file)
-        map <- leaflet::leaflet() %>%
-          leaflet::addProviderTiles(leaflet::providers[[basemap_style]]) %>%
-          leaflet::addRasterImage(raster_layer, colors = colormap, opacity = opacity)
-        mapview::mapshot(map, file = base::paste0(output_path, tools::file_path_sans_ext(base::basename(file)), '.png'))
-      }
-    }
-  } else {
-    # Handle single TIFF file
-    raster_file <- raster::raster(input_path)
-    map <- leaflet::leaflet() %>%
-      leaflet::addProviderTiles(leaflet::providers[[basemap_style]]) %>%
-      leaflet::addRasterImage(raster_file, colors = colormap, opacity = opacity)
-    if (interactive) {
-      output_html_path <- base::paste0(output_path, tools::file_path_sans_ext(base::basename(input_path)), '.html')
-      htmlwidgets::saveWidget(map, file = output_html_path, selfcontained = TRUE)
-      base::cat('Interactive map saved to:', output_html_path, '\n')
-    } else {
-      mapview::mapshot(map, file = base::paste0(output_path,tools::file_path_sans_ext(base::basename(input_path)), '.png'))
-    }
-  }
-  return(map)
-}

From a36b4aa5c0ed98278fbac7e2cc3c921c5bcef3e0 Mon Sep 17 00:00:00 2001
From: stefanmet <smetzger@atmofacts.com>
Date: Fri, 2 Feb 2024 21:38:31 +0000
Subject: [PATCH 38/66] rebuild maps package

---
 pack/eddy4R.maps/NAMESPACE                    |  4 +-
 pack/eddy4R.maps/man/def.plot.flux.animate.Rd | 67 +++++++++++++++++++
 .../man/def.plot.flux.interactive.Rd          | 41 ++++++++++++
 pack/eddy4R.maps/man/def.plot.flux.spatial.Rd | 49 --------------
 pack/eddy4R.maps/man/def.plot.flux.static.Rd  | 52 ++++++++++++++
 5 files changed, 163 insertions(+), 50 deletions(-)
 create mode 100644 pack/eddy4R.maps/man/def.plot.flux.animate.Rd
 create mode 100644 pack/eddy4R.maps/man/def.plot.flux.interactive.Rd
 delete mode 100644 pack/eddy4R.maps/man/def.plot.flux.spatial.Rd
 create mode 100644 pack/eddy4R.maps/man/def.plot.flux.static.Rd

diff --git a/pack/eddy4R.maps/NAMESPACE b/pack/eddy4R.maps/NAMESPACE
index 7600e688..d4ed0cbd 100644
--- a/pack/eddy4R.maps/NAMESPACE
+++ b/pack/eddy4R.maps/NAMESPACE
@@ -1,5 +1,7 @@
 # Generated by roxygen2: do not edit by hand
 
 export(def.algn.foot.rng)
-export(def.plot.flux.spatial)
+export(def.plot.flux.animate)
+export(def.plot.flux.interactive)
+export(def.plot.flux.static)
 importFrom(matlab,padarray)
diff --git a/pack/eddy4R.maps/man/def.plot.flux.animate.Rd b/pack/eddy4R.maps/man/def.plot.flux.animate.Rd
new file mode 100644
index 00000000..587e8160
--- /dev/null
+++ b/pack/eddy4R.maps/man/def.plot.flux.animate.Rd
@@ -0,0 +1,67 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/def.plot.flux.animate.R
+\name{def.plot.flux.animate}
+\alias{def.plot.flux.animate}
+\title{Definition function: Plot fluxes on an animated gif.}
+\usage{
+def.plot.flux.animate(
+  input_folder,
+  output_file,
+  nodata_value = 0,
+  colormap = "YlOrRd",
+  basemap_style = "osm",
+  palette_style = "equal",
+  alpha = 0.4,
+  legend = TRUE,
+  delay = 1
+)
+}
+\arguments{
+\item{input_folder}{A folder of geotiff files.}
+
+\item{output_file}{The path of the output file (.gif)}
+
+\item{nodata_value}{Nodata value from flux data}
+
+\item{colormap}{palette_explorer() for palette options}
+
+\item{palette_style}{quantile, equal, cont, cat}
+
+\item{alpha}{Raster opacity}
+
+\item{legend}{Boolean. If legend plots on the map}
+
+\item{delay}{The delay time in the animation.}
+}
+\value{
+
+}
+\description{
+Function definition. This function creates an animated flux map visualization for temporal flux map data contained in a folder.
+}
+\examples{
+
+def.plot.flux.animation(
+input_folder = "/path/to/input/folder",  # Replace with your input folder path
+output_file = "/path/to/output/animation.gif",  # Replace with your desired output GIF path
+nodata_value = 0,
+colormap = 'YlOrRd',
+basemap_style = 'osm',
+palette_style = 'equal',
+alpha = 0.4,
+legend = TRUE
+)
+}
+\references{
+License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+}
+\seealso{
+Currently none.
+}
+\author{
+Sam Bower \email{sbower@atmofacts.com}
+}
+\keyword{animation}
+\keyword{flux}
+\keyword{mapping,}
+\keyword{visualization,}
diff --git a/pack/eddy4R.maps/man/def.plot.flux.interactive.Rd b/pack/eddy4R.maps/man/def.plot.flux.interactive.Rd
new file mode 100644
index 00000000..f28fb199
--- /dev/null
+++ b/pack/eddy4R.maps/man/def.plot.flux.interactive.Rd
@@ -0,0 +1,41 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/def.plot.flux.interactive.R
+\name{def.plot.flux.interactive}
+\alias{def.plot.flux.interactive}
+\title{Definition function: Plot fluxes on an interactive map.}
+\usage{
+def.plot.flux.interactive(
+  input_path,
+  nodata_value = 0,
+  alpha = 0.7,
+  colormap = "YlOrRd",
+  save_path = NULL
+)
+}
+\arguments{
+\item{input_path}{A geotiff file or folder of geotiff files to plot on the basemap.}
+
+\item{nodata_value}{Nodata value from flux data}
+
+\item{alpha}{Raster opacity}
+
+\item{colormap}{palette_explorer() for palette options}
+}
+\value{
+
+}
+\description{
+Function definition. This function creates an interactive flux map visualization that can be used in R viewer or in a web browser.
+}
+\references{
+License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+}
+\seealso{
+Currently none.
+}
+\author{
+Sam Bower \email{sbower@atmofacts.com}
+}
+\keyword{flux}
+\keyword{mapping}
+\keyword{visualization,}
diff --git a/pack/eddy4R.maps/man/def.plot.flux.spatial.Rd b/pack/eddy4R.maps/man/def.plot.flux.spatial.Rd
deleted file mode 100644
index 71cf1008..00000000
--- a/pack/eddy4R.maps/man/def.plot.flux.spatial.Rd
+++ /dev/null
@@ -1,49 +0,0 @@
-% Generated by roxygen2: do not edit by hand
-% Please edit documentation in R/def.plot.flux.spatial.R
-\name{def.plot.flux.spatial}
-\alias{def.plot.flux.spatial}
-\title{Definition function: Plot fluxes on a basemap}
-\usage{
-def.plot.flux.spatial(
-  input_path,
-  output_path,
-  colormap = "viridis",
-  opacity = 0.5,
-  basemap_style = "OpenStreetMap",
-  interactive = FALSE
-)
-}
-\arguments{
-\item{input_path}{A spatial file or folder of spatial files to plot on the basemap.}
-
-\item{output_path}{A string for the folder location to save output maps.}
-
-\item{basemap_style}{For a list of basemap styles use names(providers)}
-
-\item{interactive}{If FALSE - plots the flux(es) onto a static basemap. If TRUE, plots the flux(es) onto an interactive basemap.}
-}
-\value{
-
-}
-\description{
-Function definition. This function saves a GeoTiff flux map onto a static basemap or an interactive html map.
-}
-\examples{
-
-path_in = "/path/to/folder/of/tif/files"
-path_out = "/path/to/desired/output/location"
-plot.flux.spatial(path_in, path_out, 'viridis', opacity = 0.5,'OpenStreetMap', TRUE)
-
-}
-\references{
-License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
-}
-\seealso{
-Currently none.
-}
-\author{
-Sam Bower \email{sbower@atmofacts.com}
-}
-\keyword{flux}
-\keyword{mapping}
-\keyword{visualization,}
diff --git a/pack/eddy4R.maps/man/def.plot.flux.static.Rd b/pack/eddy4R.maps/man/def.plot.flux.static.Rd
new file mode 100644
index 00000000..cf460c4f
--- /dev/null
+++ b/pack/eddy4R.maps/man/def.plot.flux.static.Rd
@@ -0,0 +1,52 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/def.plot.flux.static.R
+\name{def.plot.flux.static}
+\alias{def.plot.flux.static}
+\title{Definition function: Plot fluxes on a static basemap}
+\usage{
+def.plot.flux.static(
+  inputPath,
+  outputPath,
+  nodata_value = 0,
+  basemap_style = "bing",
+  alpha = 0.5,
+  colormap = "YlOrRd",
+  style = "equal",
+  color_n = 7
+)
+}
+\arguments{
+\item{inputPath}{A spatial file or folder of spatial files to plot on the basemap.}
+
+\item{outputPath}{A string for the folder location to save output maps.}
+
+\item{nodata_value}{The nodata value specified from the flux data.}
+
+\item{basemap_style}{Basemap styles in OpenStreetMap (more in openmap())}
+
+\item{alpha}{Raster opacity}
+
+\item{colormap}{palette_explorer() for palette options}
+
+\item{style}{quantile, equal, cont, cat}
+
+\item{color_n}{color categories in palette}
+}
+\value{
+
+}
+\description{
+Function definition. This function creates a flux map visualization on a user defined basemap.
+}
+\references{
+License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+}
+\seealso{
+Currently none.
+}
+\author{
+Sam Bower \email{sbower@atmofacts.com}
+}
+\keyword{flux}
+\keyword{mapping}
+\keyword{visualization,}

From 682587824a80b46534d6b7a0ff9294ac60547a8d Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 9 Feb 2024 15:47:46 +0000
Subject: [PATCH 39/66] clean branch

---
 pack/eddy4R.maps/R/def.plot.flux.animate.R    | 113 ------------------
 .../eddy4R.maps/R/def.plot.flux.interactive.R |  93 --------------
 pack/eddy4R.maps/R/def.plot.flux.static.R     |  93 --------------
 3 files changed, 299 deletions(-)
 delete mode 100644 pack/eddy4R.maps/R/def.plot.flux.animate.R
 delete mode 100644 pack/eddy4R.maps/R/def.plot.flux.interactive.R
 delete mode 100644 pack/eddy4R.maps/R/def.plot.flux.static.R

diff --git a/pack/eddy4R.maps/R/def.plot.flux.animate.R b/pack/eddy4R.maps/R/def.plot.flux.animate.R
deleted file mode 100644
index 9e50cf04..00000000
--- a/pack/eddy4R.maps/R/def.plot.flux.animate.R
+++ /dev/null
@@ -1,113 +0,0 @@
-##############################################################################################
-#' @title Definition function: Plot fluxes on an animated gif.
-
-#' @author
-#' Sam Bower \email{sbower@atmofacts.com}
-
-#' @description Function definition. This function creates an animated flux map visualization for temporal flux map data contained in a folder.
-#' 
-#' @param input_folder A folder of geotiff files.
-#' @param output_file The path of the output file (.gif)
-#' @param nodata_value Nodata value from flux data
-#' @param alpha Raster opacity
-#' @param colormap palette_explorer() for palette options
-#' @param palette_style quantile, equal, cont, cat
-#' @param legend Boolean. If legend plots on the map
-#' @param delay The delay time in the animation.
-#' 
-
-#' @return 
-#' 
-#' 
-
-#' @references
-#' License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
-
-#' @keywords visualization, flux mapping, animation
-#' 
-#' @examples 
-#' 
-#' def.plot.flux.animation(
-#' input_folder = "/path/to/input/folder",  # Replace with your input folder path
-#' output_file = "/path/to/output/animation.gif",  # Replace with your desired output GIF path
-#' nodata_value = 0,
-#' colormap = 'YlOrRd',
-#' basemap_style = 'osm',
-#' palette_style = 'equal',
-#' alpha = 0.4,
-#' legend = TRUE
-#' )
-
-
-#' @seealso Currently none.
-
-#' @export
-
-# changelog and author contributions / copyrights
-#   Sam Bower (2023-02-02)
-#     original creation
-#
-# 
-###############################################################################################
-
-def.plot.flux.animate <- function(
-  input_folder,
-  output_file,
-  nodata_value = 0,
-  colormap = 'YlOrRd',
-  basemap_style = 'osm',
-  palette_style = 'equal',
-  alpha = 0.4,
-  legend = TRUE,
-  delay = 1
-  ) {
-  
-  # Load necessary libraries
-  library(raster)
-  library(tmap)
-  library(tmaptools)
-  library(gifski)
-  
-  # Ensure tmap is in plot mode
-  tmap_mode("plot")
-  
-  # Create a temporary directory for storing map images
-  temp_dir <- tempfile()
-  dir.create(temp_dir)
-  
-  # List all raster files in the directory
-  raster_files <- list.files(input_folder, pattern = "\\.tif$", full.names = TRUE)
-  
-  # Initialize a list to store file paths of individual map images
-  temp_files <- vector("character", length(raster_files))
-  
-  # Loop through each raster file to create a static map
-  for (i in seq_along(raster_files)) {
-    flux <- raster::raster(raster_files[i])
-    flux[flux == nodata_value] <- NA  # Apply nodata value
-    
-    osm_map <- tmaptools::read_osm(flux, type = basemap_style)
-    
-    map <- tm_shape(osm_map) +
-      tm_rgb() +
-      tm_shape(flux) +
-      tm_raster(style = palette_style, alpha = alpha, palette = colormap) +
-      tm_layout(legend.outside = legend)
-    
-    # Generate a temporary file path for the static map image
-    temp_file <- file.path(temp_dir, paste0("map_", i, ".png"))
-    temp_files[i] <- temp_file  # Store the file path
-    
-    # Save the map as an image
-    tmap_save(map, filename = temp_file, width = 800, height = 600, units = "px")
-  }
-  
-  # Use gifski to create the GIF from the PNG files
-  gifski(png_files = temp_files, gif_file = output_file, width = 800, height = 600, delay = delay, progress = TRUE)
-  
-  # After creating the GIF, clean up the temporary directory and its contents
-  unlink(temp_dir, recursive = TRUE)
-  
-  cat("Animation created at:", output_file, "\n")
-  
-}
\ No newline at end of file
diff --git a/pack/eddy4R.maps/R/def.plot.flux.interactive.R b/pack/eddy4R.maps/R/def.plot.flux.interactive.R
deleted file mode 100644
index 713f0e91..00000000
--- a/pack/eddy4R.maps/R/def.plot.flux.interactive.R
+++ /dev/null
@@ -1,93 +0,0 @@
-##############################################################################################
-#' @title Definition function: Plot fluxes on an interactive map.
-
-#' @author
-#' Sam Bower \email{sbower@atmofacts.com}
-
-#' @description Function definition. This function creates an interactive flux map visualization that can be used in R viewer or in a web browser.
-#' 
-#' @param input_path A geotiff file or folder of geotiff files to plot on the basemap.
-#' @param nodata_value Nodata value from flux data
-#' @param alpha Raster opacity
-#' @param colormap palette_explorer() for palette options
-
-#' @return 
-#' 
-#' 
-
-#' @references
-#' License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
-
-#' @keywords visualization, flux mapping
-#' 
-
-
-#' @seealso Currently none.
-
-#' @export
-
-# changelog and author contributions / copyrights
-#   Sam Bower (2023-02-02)
-#     original creation
-#
-# 
-###############################################################################################
-
-
-def.plot.flux.interactive <- function(
-  input_path,
-  nodata_value = 0,
-  alpha = 0.7,
-  colormap = 'YlOrRd',
-  save_path = NULL
-) {
-  
-  library(leaflet)
-  library(raster)
-  
-  # Determine if input_path is a directory or a single file
-  if (dir.exists(input_path)) {
-    rasterFiles <- list.files(input_path, pattern = "\\.tif$", full.names = TRUE)
-    if (length(rasterFiles) == 0) {  # Check if no TIFF files found
-      stop("No TIFF files found in the directory.")
-    }
-  } else if (file.exists(input_path) && grepl("\\.tif$", input_path)) {
-    rasterFiles <- list(input_path)  # Ensure rasterFiles is a list
-  } else {
-    stop("Input path is neither a valid folder nor a TIFF file.")
-  }
-  
-  # Initialize Leaflet map
-  map <- leaflet() %>%
-    addProviderTiles("OpenStreetMap", group = "Street") %>%
-    addProviderTiles("Esri.WorldImagery", group = "Imagery") %>%
-    addProviderTiles("CartoDB.DarkMatter", group = "Dark")
-  
-  # Function to process and add each raster file to the map
-  processAndAddRaster <- function(filePath, map) {
-    flux <- raster(filePath)
-    # Replace nodata_value with NA
-    flux[flux == nodata_value] <- NA
-    # Add raster to the map using specified colormap and alpha
-    map <- map %>% addRasterImage(flux, group = base::basename(filePath), colors = colormap, opacity = alpha, layerId = base::basename(filePath))
-    return(map)
-  }
-  
-  # Apply the function to each raster file
-  for(filePath in rasterFiles) {
-    map <- processAndAddRaster(filePath, map)
-  }
-  
-  # Dynamically create a list of groups for the layers control based on the raster files
-  rasterGroups <- base::basename(rasterFiles)
-  
-  # Add layers control to the map
-  map <- map %>% addLayersControl(overlayGroups = rasterGroups, baseGroups = c("Street", "Imagery", "Dark"))
-  
-  if (!is.null(save_path)) {
-    htmlwidgets::saveWidget(map, file = save_path, selfcontained = TRUE)
-  } else {
-    # Print the map to display it interactively
-    print(map)
-  }
-}
diff --git a/pack/eddy4R.maps/R/def.plot.flux.static.R b/pack/eddy4R.maps/R/def.plot.flux.static.R
deleted file mode 100644
index df521675..00000000
--- a/pack/eddy4R.maps/R/def.plot.flux.static.R
+++ /dev/null
@@ -1,93 +0,0 @@
-##############################################################################################
-#' @title Definition function: Plot fluxes on a static basemap
-
-#' @author
-#' Sam Bower \email{sbower@atmofacts.com}
-
-#' @description Function definition. This function creates a flux map visualization on a user defined basemap.
-#' 
-#' @param inputPath A spatial file or folder of spatial files to plot on the basemap.
-#' @param outputPath A string for the folder location to save output maps.
-#' @param nodata_value The nodata value specified from the flux data.
-#' @param basemap_style Basemap styles in OpenStreetMap (more in openmap())
-#' @param alpha Raster opacity
-#' @param colormap palette_explorer() for palette options
-#' @param style quantile, equal, cont, cat
-#' @param color_n color categories in palette
-
-#' @return 
-#' 
-#' 
-
-#' @references
-#' License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
-
-#' @keywords visualization, flux mapping
-#' 
-
-
-#' @seealso Currently none.
-
-#' @export
-
-# changelog and author contributions / copyrights
-#   Sam Bower (2023-02-01)
-#     original creation
-#
-# 
-###############################################################################################
-def.plot.flux.static <- function(
-  inputPath,
-  outputPath,
-  nodata_value = 0,
-  basemap_style = 'bing',
-  alpha = 0.5,
-  colormap = 'YlOrRd',
-  style = 'equal',
-  color_n = 7) { #palette_explorer()) {
-  
-  # Change java system parameters to allow for headless operation (to disable under-the-hood java GUI which will not work in this Docker container).
-  options(java.parameters = "-Djava.awt.headless=true")
-  
-  # Function to load and process a single raster file and plot it with tmap
-  plotRaster <- function(rasterFile, outputPath) {
-    
-    #read in raster with raster library
-    rasterLayer <- raster::raster(rasterFile)
-    rasterLayer[rasterLayer == nodata_value] <- NA
-  
-    #grab baselayer from OpenStreetMap  
-    osm_map <- tmaptools::read_osm(rasterLayer, type = basemap_style)
-    
-    #create tmap object with raster superimposed on basemap 
-    map <- tm_shape(osm_map) +
-      tm_rgb() +
-      tm_shape(rasterLayer) +
-      tm_raster(style = style, alpha = alpha, palette = get_brewer_pal(palette = colormap, n = color_n, plot = FALSE)) +
-      tm_layout(legend.outside = FALSE)
-    
-    #save tmap object
-    tmap_save(map, file = outputPath)
-  }
-  
-  # Check if inputPath is a directory and make a list of the files.
-  if (dir.exists(inputPath)) {
-    rasterFiles <- list.files(inputPath, pattern = "\\.tif$", full.names = TRUE)
-    if (length(rasterFiles) == 0) {
-      stop("No raster files found in the directory.")
-    }
-    #iteratively create and save the maps
-    for (rasterFile in rasterFiles) {
-      fileName <- basename(rasterFile)
-      fileOutputPath <- paste0(outputPath, "/", sub("\\.tif$", ".png", fileName))
-      plotRaster(rasterFile, fileOutputPath)
-    }
-    #Save a single file if the input is a single tiff
-  } else if (file.exists(inputPath) && grepl("\\.tif$", inputPath)) {
-    # InputPath is a single file
-    fileOutputPath <- paste0(outputPath, "/", tools::file_path_sans_ext(base::basename(inputPath)), ".png")
-    plotRaster(inputPath, fileOutputPath)
-  } else {
-    stop("Input path is neither a valid raster file nor a directory containing raster files.")
-  }
-}

From f35b0b067b5617fa26496458753fad373ebf5e7b Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 9 Feb 2024 15:49:07 +0000
Subject: [PATCH 40/66] Add def.spatialize.flux.foot

---
 pack/eddy4R.maps/R/def.spatialize.flux.foot.R | 112 ++++++++++++++++++
 1 file changed, 112 insertions(+)
 create mode 100644 pack/eddy4R.maps/R/def.spatialize.flux.foot.R

diff --git a/pack/eddy4R.maps/R/def.spatialize.flux.foot.R b/pack/eddy4R.maps/R/def.spatialize.flux.foot.R
new file mode 100644
index 00000000..4947f18c
--- /dev/null
+++ b/pack/eddy4R.maps/R/def.spatialize.flux.foot.R
@@ -0,0 +1,112 @@
+##############################################################################################
+#' Spatialize Flux Footprint Data into Raster Format
+#'
+#' @description This function processes flux footprint data, spatializing it into a raster format
+#' suitable for GIS analysis. It supports reading flux data from various formats, setting the
+#' spatial extent, and defining the coordinate reference system (CRS). The output can optionally
+#' be written to a file in GeoTiff format.
+#'
+#' @param flux_input The input flux data, which can be a path to an ASCII grid or CSV file, a matrix,
+#' or a data frame.
+#' @param lower_left_X The X coordinate of the lower left corner of the output raster.
+#' @param lower_left_Y The Y coordinate of the lower left corner of the output raster.
+#' @param nodata_value The value to be considered as 'no data' in the input flux data. Defaults to 0.
+#' @param cell_size The size of each cell in the output raster, assumed to be square. Defaults to 10.
+#' @param crs The coordinate reference system for the output raster, specified in PROJ.4 format.
+#' Defaults to "+proj=utm +zone=13 +datum=WGS84 +units=m +no_defs".
+#' @param write Logical, whether to write the output raster to a file. Defaults to FALSE.
+#' @param output_filename The filename (including path) for the output file if write is TRUE. 
+#' If NULL and write is TRUE, an error is thrown.
+#' @param file_format The format of the output file, defaults to 'GTiff'.
+#'
+#' @return A raster object representing the spatialized flux data.
+#'
+#' @examples
+#' # Example usage:
+#' raster <- def.spatialize.flux.foot(flux_input = "path/to/data.csv",
+#'                                    lower_left_X = 100000,
+#'                                    lower_left_Y = 400000,
+#'                                    cell_size = 10,
+#'                                    crs = "+proj=utm +zone=13 +datum=WGS84 +units=m +no_defs",
+#'                                    write = TRUE,
+#'                                    output_filename = "output.tif",
+#'                                    file_format = 'GTiff')
+#'
+#' @references
+#' License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+#'
+#' @author Sam Bower \email{sbower@atmofacts.com}
+#' @keywords spatial, GIS, raster, flux
+#'
+#' @seealso \code{\link[raster]{writeRaster}}, \code{\link[raster]{raster}}, \code{\link[sp]{CRS}}
+#'
+#' @export
+#'
+#' @changelog
+#' - Sam Bower (2023-02-02): Original creation.
+###############################################################################################
+
+# Define the function with an additional CRS argument
+def.spatialize.flux.foot <- function(
+  flux_input,
+  lower_left_X,
+  lower_left_Y,
+  nodata_value = 0,
+  cell_size = 10,
+  crs = "+proj=utm +zone=13 +datum=WGS84 +units=m +no_defs",
+  write = FALSE,
+  output_filename = NULL,
+  file_format = 'GTiff'
+) {
+  
+  # Check if input is a path to a file, a data frame, or a matrix
+  if (is.character(flux_input)) {
+    # Assuming flux_input is a filepath to either a .asc or .csv file
+    file_extension <- tools::file_ext(flux_input)
+    if (file_extension == "asc") {
+      flux_matrix <- as.matrix(read.table(flux_input, header = FALSE))
+    } else if (file_extension == "csv") {
+      flux_matrix <- as.matrix(read.csv(flux_input, header = TRUE))
+    } else {
+      stop("Unsupported file format. Please provide a .asc or .csv file.")
+    }
+  } else if (is.data.frame(flux_input)) {
+    flux_matrix <- as.matrix(flux_input)
+  } else if (is.matrix(flux_input)) {
+    flux_matrix <- flux_input
+  } else {
+    stop("The data input must be a file path, matrix, or a data frame.")
+  }
+  
+  #initialize raster object from flux data input
+  flux_raster <- raster::raster(flux_matrix)
+  flux_raster[flux_raster==nodata_value] <- NA
+  
+  # Calculate and set the extent based on lower left corner and cell size
+  cellSizeX <- cell_size
+  cellSizeY <- cell_size
+  ncols <- ncol(flux_matrix)
+  nrows <- nrow(flux_matrix)
+  extentXmin <- lower_left_X
+  extentXmax <- lower_left_X + (ncols * cellSizeX)
+  extentYmin <- lower_left_Y
+  extentYmax <- lower_left_Y + (nrows * cellSizeY)
+  raster::extent(flux_raster) <- c(extentXmin, extentXmax, extentYmin, extentYmax)
+  
+  
+  # Set the CRS of the raster object
+  raster::crs(flux_raster) <- sp::CRS(crs)
+  
+  #Write raster to file if write is true. The default file format is a GeoTiff
+  if (write == TRUE){
+    writeRaster(
+      flux_raster,
+      filename = output_filename,
+      format = file_format,
+      overwrite = TRUE
+    )
+  }
+  
+  return(flux_raster)
+  
+}
\ No newline at end of file

From 37be2f3b61f6741a69ea407e36f0e0d08fbd8ec5 Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 9 Feb 2024 15:49:57 +0000
Subject: [PATCH 41/66] Add def.plot.flux.static

---
 pack/eddy4R.maps/R/def.plot.flux.static.R | 110 ++++++++++++++++++++++
 1 file changed, 110 insertions(+)
 create mode 100644 pack/eddy4R.maps/R/def.plot.flux.static.R

diff --git a/pack/eddy4R.maps/R/def.plot.flux.static.R b/pack/eddy4R.maps/R/def.plot.flux.static.R
new file mode 100644
index 00000000..a13d2b06
--- /dev/null
+++ b/pack/eddy4R.maps/R/def.plot.flux.static.R
@@ -0,0 +1,110 @@
+##############################################################################################
+#' @title Definition function: Plot fluxes on a static basemap
+
+#' @author
+#' Sam Bower \email{sbower@atmofacts.com}
+
+#' @description Function definition. This function creates a flux map visualization on a user defined basemap.
+#' 
+#' @param inputPath A spatial file or folder of spatial files to plot on the basemap.
+#' @param outputPath A string for the folder location to save output maps.
+#' @param nodata_value The nodata value specified from the flux data.
+#' @param basemap_style Basemap styles in OpenStreetMap (more in openmap())
+#' @param alpha Raster opacity
+#' @param colormap palette_explorer() for palette options
+#' @param style quantile, equal, cont, cat
+#' @param color_n color categories in palette
+
+#' @return 
+#' 
+#' 
+
+#' @references
+#' License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+
+#' @keywords visualization, flux mapping
+#' 
+
+
+#' @seealso Currently none.
+
+#' @export
+
+# changelog and author contributions / copyrights
+#   Sam Bower (2023-02-01)
+#     original creation
+#
+# 
+###############################################################################################
+def.plot.flux.static <- function(
+  inputPath,
+  outputPath,
+  basemap_style = 'bing',
+  alpha = 0.5,
+  nodata_value = 0,
+  colormap = 'YlOrRd',
+  style = 'equal',
+  color_n = 7,
+  use_basemap = FALSE, 
+  background_color = "white", 
+  units = "Units",
+  legend_bg_alpha = 1
+) {
+  
+  options(java.parameters = "-Djava.awt.headless=true")
+  library(tmap)
+  library(tmaptools)
+  library(OpenStreetMap)
+  library(RColorBrewer)
+  
+  plotRaster <- function(rasterFile, outputPath) {
+    
+    rasterFile[rasterFile == nodata_value] <- NA
+    map <- NULL
+    
+    if (use_basemap && basemap_style != 'none') {
+      osm_map <- tmaptools::read_osm(rasterFile, type = basemap_style)
+      map <- tm_shape(osm_map) +
+        tm_rgb() +
+        tm_shape(rasterFile) +
+        tm_raster(style = style, alpha = alpha, palette = brewer.pal(n = color_n, name = colormap), title = units) +
+        tm_layout(
+          legend.bg.alpha = legend_bg_alpha,
+          legend.bg.color = 'white',
+          legend.outside = FALSE
+        )
+    } else {
+      map <- tm_shape(rasterFile) +
+        tm_raster(style = style, alpha = alpha, palette = brewer.pal(n = color_n, name = colormap), title = units) +
+        tm_layout(
+          bg.color = background_color,
+          legend.bg.alpha = legend_bg_alpha,
+          legend.bg.color = 'white',
+          frame = FALSE
+        )
+    }
+    
+    tmap_save(map, file = outputPath)
+  }
+  
+  if (inherits(inputPath, "RasterLayer") || inherits(inputPath, "RasterStack") || inherits(inputPath, "RasterBrick")) {
+    rasterLayer <- inputPath
+    fileOutputPath <- paste0(outputPath) 
+    plotRaster(rasterLayer, fileOutputPath)
+  } else if (dir.exists(inputPath)) {
+    rasterFiles <- list.files(inputPath, pattern = "\\.tif$", full.names = TRUE)
+    if (length(rasterFiles) == 0) {
+      stop("No raster files found in the directory.")
+    }
+    for (rasterFile in rasterFiles) {
+      fileName <- basename(rasterFile)
+      fileOutputPath <- paste0(outputPath, "/", sub("\\.tif$", ".png", fileName))
+      plotRaster(rasterFile, fileOutputPath)
+    }
+  } else if (file.exists(inputPath) && grepl("\\.tif$", inputPath)) {
+    fileOutputPath <- paste0(outputPath, "/", tools::file_path_sans_ext(basename(inputPath)), ".png")
+    plotRaster(inputPath, fileOutputPath)
+  } else {
+    stop("Input path is neither a valid raster object, file, nor a directory containing raster files.")
+  }
+}

From 67235959c36f52d19ca8ee174c7bc79e9b739f0a Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 9 Feb 2024 15:50:55 +0000
Subject: [PATCH 42/66] Add def.plot.flux.interactive

---
 .../eddy4R.maps/R/def.plot.flux.interactive.R | 113 ++++++++++++++++++
 1 file changed, 113 insertions(+)
 create mode 100644 pack/eddy4R.maps/R/def.plot.flux.interactive.R

diff --git a/pack/eddy4R.maps/R/def.plot.flux.interactive.R b/pack/eddy4R.maps/R/def.plot.flux.interactive.R
new file mode 100644
index 00000000..7aad5781
--- /dev/null
+++ b/pack/eddy4R.maps/R/def.plot.flux.interactive.R
@@ -0,0 +1,113 @@
+##############################################################################################
+#' @title Definition function: Plot fluxes on an interactive map.
+
+#' @author
+#' Sam Bower \email{sbower@atmofacts.com}
+
+#' @description Function definition. This function creates an interactive flux map visualization that can be used in R viewer or in a web browser.
+#' 
+#' @param input_path A geotiff file or folder of geotiff files to plot on the basemap.
+#' @param nodata_value Nodata value from flux data
+#' @param alpha Raster opacity
+#' @param colormap palette_explorer() for palette options
+
+#' @return 
+#' 
+#' 
+
+#' @references
+#' License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+
+#' @keywords visualization, flux mapping
+#' 
+
+
+#' @seealso Currently none.
+
+#' @export
+
+# changelog and author contributions / copyrights
+#   Sam Bower (2023-02-02)
+#     original creation
+#
+# 
+###############################################################################################
+
+
+def.plot.flux.interactive <- function(
+  input_path,
+  nodata_value = 0,
+  alpha = 0.7,
+  colormap = 'YlOrRd',
+  save_path = NULL
+) {
+  
+  library(leaflet)
+  library(raster)
+  library(RColorBrewer)
+  
+  # Initialize Leaflet map
+  map <- leaflet() %>%
+    addProviderTiles("OpenStreetMap", group = "Street") %>%
+    addProviderTiles("Esri.WorldImagery", group = "Imagery") %>%
+    addProviderTiles("CartoDB.DarkMatter", group = "Dark")
+  
+  # Function to process and add a raster object to the map
+  processAndAddRaster <- function(flux, map, layerName) {
+    # Replace nodata_value with NA
+    flux[flux == nodata_value] <- NA
+    
+    # Extract values from the raster while maintaining NA for nodata
+    rasterValues <- getValues(flux)  # This will return a vector of all raster values
+    validValues <- rasterValues[!is.na(rasterValues)]  # Filter out NA values
+    
+    if (length(validValues) == 0) {
+      validValues <- c(0)  # Fallback to avoid issues with empty data
+    }
+    
+    # Define the color palette function
+    colorPal <- colorNumeric(palette = colormap, domain = range(validValues, na.rm = TRUE), na.color = "transparent")
+    
+    # Add raster to the map with the correct color mapping
+    map <- map %>% addRasterImage(flux, group = layerName, colors = colorPal, opacity = alpha, layerId = layerName)
+    return(map)
+  }
+  
+  # Check if input_path is a raster object
+  if (inherits(input_path, "RasterLayer") || inherits(input_path, "RasterStack") || inherits(input_path, "RasterBrick")) {
+    layerName <- "CustomRasterLayer" # Modify as needed or generate dynamically
+    map <- processAndAddRaster(input_path, map, layerName)
+    rasterGroups <- c(layerName)
+  } else {
+    # Determine if input_path is a directory or a single file
+    if (dir.exists(input_path)) {
+      rasterFiles <- list.files(input_path, pattern = "\\.tif$", full.names = TRUE)
+      if (length(rasterFiles) == 0) {  # Check if no TIFF files found
+        stop("No TIFF files found in the directory.")
+      }
+    } else if (file.exists(input_path) && grepl("\\.tif$", input_path)) {
+      rasterFiles <- list(input_path)  # Ensure rasterFiles is a list
+    } else {
+      stop("Input path is neither a valid raster object, folder, nor a TIFF file.")
+    }
+    
+    # Apply the function to each raster file
+    rasterGroups <- NULL
+    for(filePath in rasterFiles) {
+      layerName <- base::basename(filePath)
+      flux <- raster(filePath)
+      map <- processAndAddRaster(flux, map, layerName)
+      rasterGroups <- c(rasterGroups, layerName)
+    }
+  }
+  
+  # Add layers control to the map
+  map <- map %>% addLayersControl(overlayGroups = rasterGroups, baseGroups = c("Street", "Imagery", "Dark"))
+  
+  if (!is.null(save_path)) {
+    htmlwidgets::saveWidget(map, file = save_path, selfcontained = TRUE)
+  } else {
+    # Print the map to display it interactively
+    print(map)
+  }
+}

From 0563d36675c39916781f2e52ebcc856625198bc3 Mon Sep 17 00:00:00 2001
From: sambower-atmo <sbower@atmofacts.com>
Date: Fri, 9 Feb 2024 15:51:44 +0000
Subject: [PATCH 43/66] Add def.plot.flux.animate

---
 pack/eddy4R.maps/R/def.plot.flux.animate.R | 113 +++++++++++++++++++++
 1 file changed, 113 insertions(+)
 create mode 100644 pack/eddy4R.maps/R/def.plot.flux.animate.R

diff --git a/pack/eddy4R.maps/R/def.plot.flux.animate.R b/pack/eddy4R.maps/R/def.plot.flux.animate.R
new file mode 100644
index 00000000..94a5f606
--- /dev/null
+++ b/pack/eddy4R.maps/R/def.plot.flux.animate.R
@@ -0,0 +1,113 @@
+##############################################################################################
+#' @title Definition function: Plot fluxes on an animated gif.
+
+#' @author
+#' Sam Bower \email{sbower@atmofacts.com}
+
+#' @description Function definition. This function creates an animated flux map visualization for temporal flux map data contained in a folder.
+#' 
+#' @param input_folder A folder of geotiff files.
+#' @param output_file The path of the output file (.gif)
+#' @param nodata_value Nodata value from flux data
+#' @param alpha Raster opacity
+#' @param colormap palette_explorer() for palette options
+#' @param palette_style quantile, equal, cont, cat
+#' @param legend Boolean. If legend plots on the map
+#' @param delay The delay time in the animation.
+#' 
+
+#' @return 
+#' 
+#' 
+
+#' @references
+#' License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+
+#' @keywords visualization, flux mapping, animation
+#' 
+#' @examples 
+#' 
+#' def.plot.flux.animation(
+#' input_folder = "/path/to/input/folder",  # Replace with your input folder path
+#' output_file = "/path/to/output/animation.gif",  # Replace with your desired output GIF path
+#' nodata_value = 0,
+#' colormap = 'YlOrRd',
+#' basemap_style = 'osm',
+#' palette_style = 'equal',
+#' alpha = 0.4,
+#' legend = TRUE
+#' )
+
+
+#' @seealso Currently none.
+
+#' @export
+
+# changelog and author contributions / copyrights
+#   Sam Bower (2023-02-02)
+#     original creation
+#
+# 
+###############################################################################################
+
+def.plot.flux.animate <- function(
+  input_folder,
+  output_file,
+  nodata_value = 0,
+  colormap = 'YlOrRd',
+  basemap_style = 'osm',
+  palette_style = 'equal',
+  alpha = 0.4,
+  legend = TRUE,
+  delay = 1
+) {
+  
+  # Load necessary libraries
+  library(raster)
+  library(tmap)
+  library(tmaptools)
+  library(gifski)
+  
+  # Ensure tmap is in plot mode
+  tmap_mode("plot")
+  
+  # Create a temporary directory for storing map images
+  temp_dir <- tempfile()
+  dir.create(temp_dir)
+  
+  # List all raster files in the directory
+  raster_files <- list.files(input_folder, pattern = "\\.tif$", full.names = TRUE)
+  
+  # Initialize a list to store file paths of individual map images
+  temp_files <- vector("character", length(raster_files))
+  
+  # Loop through each raster file to create a static map
+  for (i in seq_along(raster_files)) {
+    flux <- raster::raster(raster_files[i])
+    flux[flux == nodata_value] <- NA  # Apply nodata value
+    
+    osm_map <- tmaptools::read_osm(flux, type = basemap_style)
+    
+    map <- tm_shape(osm_map) +
+      tm_rgb() +
+      tm_shape(flux) +
+      tm_raster(style = palette_style, alpha = alpha, palette = colormap) +
+      tm_layout(legend.outside = legend)
+    
+    # Generate a temporary file path for the static map image
+    temp_file <- file.path(temp_dir, paste0("map_", i, ".png"))
+    temp_files[i] <- temp_file  # Store the file path
+    
+    # Save the map as an image
+    tmap_save(map, filename = temp_file, width = 800, height = 600, units = "px")
+  }
+  
+  # Use gifski to create the GIF from the PNG files
+  gifski(png_files = temp_files, gif_file = output_file, width = 800, height = 600, delay = delay, progress = TRUE)
+  
+  # After creating the GIF, clean up the temporary directory and its contents
+  unlink(temp_dir, recursive = TRUE)
+  
+  cat("Animation created at:", output_file, "\n")
+  
+}
\ No newline at end of file

From 29f327fb98ca0a86387f16f5e771b2b72e109c5a Mon Sep 17 00:00:00 2001
From: stefanmet <smetzger@atmofacts.com>
Date: Wed, 14 Feb 2024 19:18:26 +0000
Subject: [PATCH 44/66] re-package eddy4R.maps

---
 pack/eddy4R.maps/NAMESPACE                    |  1 +
 pack/eddy4R.maps/man/def.plot.flux.static.Rd  | 12 ++-
 .../man/def.spatialize.flux.foot.Rd           | 74 +++++++++++++++++++
 3 files changed, 83 insertions(+), 4 deletions(-)
 create mode 100644 pack/eddy4R.maps/man/def.spatialize.flux.foot.Rd

diff --git a/pack/eddy4R.maps/NAMESPACE b/pack/eddy4R.maps/NAMESPACE
index d4ed0cbd..268cf719 100644
--- a/pack/eddy4R.maps/NAMESPACE
+++ b/pack/eddy4R.maps/NAMESPACE
@@ -4,4 +4,5 @@ export(def.algn.foot.rng)
 export(def.plot.flux.animate)
 export(def.plot.flux.interactive)
 export(def.plot.flux.static)
+export(def.spatialize.flux.foot)
 importFrom(matlab,padarray)
diff --git a/pack/eddy4R.maps/man/def.plot.flux.static.Rd b/pack/eddy4R.maps/man/def.plot.flux.static.Rd
index cf460c4f..51028e71 100644
--- a/pack/eddy4R.maps/man/def.plot.flux.static.Rd
+++ b/pack/eddy4R.maps/man/def.plot.flux.static.Rd
@@ -7,12 +7,16 @@
 def.plot.flux.static(
   inputPath,
   outputPath,
-  nodata_value = 0,
   basemap_style = "bing",
   alpha = 0.5,
+  nodata_value = 0,
   colormap = "YlOrRd",
   style = "equal",
-  color_n = 7
+  color_n = 7,
+  use_basemap = FALSE,
+  background_color = "white",
+  units = "Units",
+  legend_bg_alpha = 1
 )
 }
 \arguments{
@@ -20,12 +24,12 @@ def.plot.flux.static(
 
 \item{outputPath}{A string for the folder location to save output maps.}
 
-\item{nodata_value}{The nodata value specified from the flux data.}
-
 \item{basemap_style}{Basemap styles in OpenStreetMap (more in openmap())}
 
 \item{alpha}{Raster opacity}
 
+\item{nodata_value}{The nodata value specified from the flux data.}
+
 \item{colormap}{palette_explorer() for palette options}
 
 \item{style}{quantile, equal, cont, cat}
diff --git a/pack/eddy4R.maps/man/def.spatialize.flux.foot.Rd b/pack/eddy4R.maps/man/def.spatialize.flux.foot.Rd
new file mode 100644
index 00000000..7fb60938
--- /dev/null
+++ b/pack/eddy4R.maps/man/def.spatialize.flux.foot.Rd
@@ -0,0 +1,74 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/def.spatialize.flux.foot.R
+\name{def.spatialize.flux.foot}
+\alias{def.spatialize.flux.foot}
+\title{Spatialize Flux Footprint Data into Raster Format}
+\usage{
+def.spatialize.flux.foot(
+  flux_input,
+  lower_left_X,
+  lower_left_Y,
+  nodata_value = 0,
+  cell_size = 10,
+  crs = "+proj=utm +zone=13 +datum=WGS84 +units=m +no_defs",
+  write = FALSE,
+  output_filename = NULL,
+  file_format = "GTiff"
+)
+}
+\arguments{
+\item{flux_input}{The input flux data, which can be a path to an ASCII grid or CSV file, a matrix,
+or a data frame.}
+
+\item{lower_left_X}{The X coordinate of the lower left corner of the output raster.}
+
+\item{lower_left_Y}{The Y coordinate of the lower left corner of the output raster.}
+
+\item{nodata_value}{The value to be considered as 'no data' in the input flux data. Defaults to 0.}
+
+\item{cell_size}{The size of each cell in the output raster, assumed to be square. Defaults to 10.}
+
+\item{crs}{The coordinate reference system for the output raster, specified in PROJ.4 format.
+Defaults to "+proj=utm +zone=13 +datum=WGS84 +units=m +no_defs".}
+
+\item{write}{Logical, whether to write the output raster to a file. Defaults to FALSE.}
+
+\item{output_filename}{The filename (including path) for the output file if write is TRUE.
+If NULL and write is TRUE, an error is thrown.}
+
+\item{file_format}{The format of the output file, defaults to 'GTiff'.}
+}
+\value{
+A raster object representing the spatialized flux data.
+}
+\description{
+This function processes flux footprint data, spatializing it into a raster format
+suitable for GIS analysis. It supports reading flux data from various formats, setting the
+spatial extent, and defining the coordinate reference system (CRS). The output can optionally
+be written to a file in GeoTiff format.
+}
+\examples{
+# Example usage:
+raster <- def.spatialize.flux.foot(flux_input = "path/to/data.csv",
+                                   lower_left_X = 100000,
+                                   lower_left_Y = 400000,
+                                   cell_size = 10,
+                                   crs = "+proj=utm +zone=13 +datum=WGS84 +units=m +no_defs",
+                                   write = TRUE,
+                                   output_filename = "output.tif",
+                                   file_format = 'GTiff')
+
+}
+\references{
+License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+}
+\seealso{
+\code{\link[raster]{writeRaster}}, \code{\link[raster]{raster}}, \code{\link[sp]{CRS}}
+}
+\author{
+Sam Bower \email{sbower@atmofacts.com}
+}
+\keyword{GIS,}
+\keyword{flux}
+\keyword{raster,}
+\keyword{spatial,}

From 21f6bdcd7eff07127c3a2bb1756d6205ffc9bfd6 Mon Sep 17 00:00:00 2001
From: ddurden <daviddurden27@gmail.com>
Date: Wed, 28 Feb 2024 14:19:56 +0000
Subject: [PATCH 45/66] -spatial data grabbing functions from STAC catalogues

---
 pack/eddy4R.maps/R/def.bbox.R           | 71 +++++++++++++++++++++++++
 pack/eddy4R.maps/R/def.spat.data.cube.R | 60 +++++++++++++++++++++
 pack/eddy4R.maps/R/wrap.spat.data.R     | 70 ++++++++++++++++++++++++
 3 files changed, 201 insertions(+)
 create mode 100644 pack/eddy4R.maps/R/def.bbox.R
 create mode 100644 pack/eddy4R.maps/R/def.spat.data.cube.R
 create mode 100644 pack/eddy4R.maps/R/wrap.spat.data.R

diff --git a/pack/eddy4R.maps/R/def.bbox.R b/pack/eddy4R.maps/R/def.bbox.R
new file mode 100644
index 00000000..b3d357f3
--- /dev/null
+++ b/pack/eddy4R.maps/R/def.bbox.R
@@ -0,0 +1,71 @@
+##############################################################################################
+#' @title definition function to create bounding box
+
+#' @author David Durden
+
+
+#' @description Function definition. Read in shapefile or create a bounding box
+#'  by adding an extent to Lat/Lon for grabbing STAC data with a padding option.
+
+#' @param dir directory where shapefiles are located 
+#' @param crs coordinate reference system (Defaults to "EPSG:4326")
+#' @param pad_box logical to determine if padding should be applied to bounding box (defaults to FALSE)
+#' @param pad_degree decimal degree of latitude and longitude to pad the bounding box (defaults to 0.1) 
+
+#' @return list containing shapefile data and bbox
+
+#' @references
+#' License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+
+#' @keywords natural constants
+
+#' @examples Currently none
+
+#' @seealso Currently none
+
+#' @export
+#' 
+# changelog and author contributions
+#   David Durden (2024-01-23)
+#     original creation 
+##############################################################################################
+def.bbox <- function(
+    DirInp = NULL, 
+    crs = "EPSG:4326",
+    pad_box = FALSE,
+    pad_degree = 0.5,
+    lat = NULL,
+    lon = NULL
+    ){
+ 
+  #Initialize list
+  out <- list()
+  
+  ## read shape file
+  if(!is.null(DirInp)) {
+    out$shp <- sf::read_sf(dsn = DirInp, "mask")
+    #generate bounding box
+    out$bbox <- out$shp |> sf::st_transform(crs=crs) |> sf::st_bbox()
+    
+    #pad bounding box
+    if(pad_box == TRUE){
+      out$bbox[1] <- out$bbox$xmin - pad_degree #Padding in degrees
+      out$bbox[2] <- out$bbox$ymin - pad_degree
+      out$bbox[3] <- out$bbox$xmax + pad_degree
+      out$bbox[4] <- out$bbox$ymax + pad_degree
+    }
+    
+    #Create a mask layer
+    out$maskLayer <- sf::st_geometry(out$shp) |> sf::st_transform(crs=crs) 
+    
+  } else 
+  {
+    out$bbox <- as(raster::extent(lon - pad_degree, lon + pad_degree, lat - pad_degree, lat + pad_degree), "SpatialPolygons")
+    proj4string(out$bbox) <- crs
+    }
+  
+
+  
+  #Return output list with shp and bbox
+  return(out)
+}
\ No newline at end of file
diff --git a/pack/eddy4R.maps/R/def.spat.data.cube.R b/pack/eddy4R.maps/R/def.spat.data.cube.R
new file mode 100644
index 00000000..04f9e511
--- /dev/null
+++ b/pack/eddy4R.maps/R/def.spat.data.cube.R
@@ -0,0 +1,60 @@
+#' Download data from Microsoft planetary comuputer 
+#'
+#' @param start_date start date as character format yyyy-mm-dd
+#' @param end_date end date as character format yyyy-mm-dd
+#' @param box numberic vector in the format of (xmin, ymin, xmax, ymax)
+#' @param collection name of planetary collection
+#' @param asset_name mame of asset 
+#' @param srs target spatial reference system as a string; can be a proj4 definition, WKT, or in the form "EPSG:XXXX"
+#' @param dx size of pixels in x-direction (longitude / easting)
+#' @param dy size of pixels in y-direction (latitude / northing)
+#' @param dt size of pixels in time-direction, expressed as ISO8601 period string (only 1 number and unit is allowed) such as "P16D"
+#' @param aggregation aggregation method as string, defining how to deal with pixels containing data from multiple images, can be "min", "max", "mean", "median", or "first"
+#' @param resampling resampling method used in gdalwarp when images are read, can be "near", "bilinear", "bicubic" or others as supported by gdalwarp (see https://gdal.org/programs/gdalwarp.html)
+#' @return A data cube proxy object
+#' @examples 
+#' ingest_planetary_data(start_date = "2022-01-01", end_date = "2023-07-01", box =  c("xmin" = -123, "ymin" = 39, "xmax" = -122, "ymax" = 40))
+#' @export
+#' 
+def.spat.data.cube <- function(start_date,
+                                  end_date,
+                                  box,
+                                  collection = "modis-15A2H-061",
+                                  asset_name = "Lai_500m",
+                                  srs = "EPSG:4326",
+                                  dx = 0.1, 
+                                  dy = 0.1, 
+                                  dt = "P30D",
+                                  aggregation = "mean",
+                                  resampling = "near"){
+  
+  # check box
+  assertthat::are_equal(length(box), 4)
+  
+  # get STACItemCollection
+  matches <-
+    rstac::stac("https://planetarycomputer.microsoft.com/api/stac/v1") |>
+    stac_search(collections = collection,
+                datetime = paste(start_date, end_date, sep = "/"),
+                bbox = c(box)) |>
+    get_request() |>
+    items_fetch() |>
+    items_sign(sign_fn = sign_planetary_computer())
+  
+  # get image collection object
+  cube <- gdalcubes::stac_image_collection(matches$features,
+                                           asset_names = asset_name,
+                                           duration = "start")
+  
+  # set dimensions of the cube
+  v <- gdalcubes::cube_view(srs = srs, #lat/lon
+                            extent = list(t0 = as.character(start_date), t1 = as.character(end_date),
+                                          left = box[1], right = box[3],
+                                          top = box[4], bottom = box[2]),
+                            dx = dx, dy = dy, dt= dt,
+                            aggregation = aggregation, resampling = resampling)
+  
+  # create proxy data cube
+  proxy_cube <- gdalcubes::raster_cube(cube, v)
+  return(proxy_cube)
+}
diff --git a/pack/eddy4R.maps/R/wrap.spat.data.R b/pack/eddy4R.maps/R/wrap.spat.data.R
new file mode 100644
index 00000000..38d0ebe7
--- /dev/null
+++ b/pack/eddy4R.maps/R/wrap.spat.data.R
@@ -0,0 +1,70 @@
+#' Generate spatial targets
+#'
+#' @param dir A directory of .tif files for scoring
+#' @param site_id The side ID of the area being forecasted. Currently "august_complex" is the only option.
+#'
+#' @return message from minio submission
+#' @export
+#'
+#' @examples spat4cast_submit(dir = "targets", site_id = "august_complex")
+
+
+
+wrap.spat.data.grab <- function(
+    dir = "targets", 
+    dateBgn = "2019-05-01",
+    dateEnd = "2019-11-30",
+    site = c("cheesehead")[1],
+    dt = "P1M"
+    dx = 0.1,
+    dy = 0.1
+)
+{
+  
+  print(paste0("Grabbing spatial data at ", Sys.time(), "for", site))
+  
+  library(here)
+  library(sf)
+  library(lubridate)
+  library(gdalcubes)
+  library(rstac)
+  library(stars)
+  
+  
+  
+  #Source functions
+  for (f in list.files(here::here("R"), full.names = TRUE)) source (f)
+
+  #Create fire bounding box
+  bbox <- def.bbox(lat =  45.94625, lon = -90.27276, pad_box = TRUE)
+  
+  #Target date
+  dateBgn <- lubridate::floor_date(as.Date(dateBgn), "month") #first day of the month
+  dateEnd <- lubridate::ceiling_date(as.Date(dateEnd), "month")
+  
+  # Ingest data ------------------------------------------------------------
+  gdalcubes::gdalcubes_options(parallel=TRUE)
+  
+  # use ingest_planetary_data function to extract raster cube for fire bounding box between Jan 1 2002 and July 1 2023.
+  raster_cube <- ingest_planetary_data(start_date = dateBgn, 
+                                       end_date = dateEnd, 
+                                       box = bbox$bbox,
+                                       srs = "EPSG:4326",
+                                       dx = dx, 
+                                       dy = dy, 
+                                       dt = "P1M",
+                                       collection = "modis-15A2H-061",
+                                       asset_name = "Lai_500m")
+  
+  
+  
+  # create target file
+  target <- create_target_file(cuberast = raster_cube,
+                               site_id = site_id,
+                               date = as.character(date),
+                               dir = tempdir(),
+                               bucket = "efi/spat4cast-targets",
+                               mask = fire_box$maskLayer)
+  
+  
+} #End of function
\ No newline at end of file

From cbbffe72c90d6ed9aad8af9bdc179830e637dc47 Mon Sep 17 00:00:00 2001
From: stefanmet <smetzger@atmofacts.com>
Date: Fri, 1 Mar 2024 18:55:15 +0000
Subject: [PATCH 46/66] workaround for native pipe operator to support both  R
 < 4.1 and R >= 4.1

---
 pack/eddy4R.maps/R/def.bbox.R | 30 +++++++++++++++++++++++++-----
 1 file changed, 25 insertions(+), 5 deletions(-)

diff --git a/pack/eddy4R.maps/R/def.bbox.R b/pack/eddy4R.maps/R/def.bbox.R
index b3d357f3..76245446 100644
--- a/pack/eddy4R.maps/R/def.bbox.R
+++ b/pack/eddy4R.maps/R/def.bbox.R
@@ -1,8 +1,9 @@
 ##############################################################################################
 #' @title definition function to create bounding box
 
-#' @author David Durden
-
+#' @author 
+#' David Durden
+#' Stefan Metzger \email{smetzger@atmofacts.com}
 
 #' @description Function definition. Read in shapefile or create a bounding box
 #'  by adding an extent to Lat/Lon for grabbing STAC data with a padding option.
@@ -17,7 +18,7 @@
 #' @references
 #' License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
 
-#' @keywords natural constants
+#' @keywords Currently none
 
 #' @examples Currently none
 
@@ -28,6 +29,8 @@
 # changelog and author contributions
 #   David Durden (2024-01-23)
 #     original creation 
+#   Stefan Metzger (2024-03-01)
+#     workaround for native pipe operator to support both  R < 4.1 and R >= 4.1
 ##############################################################################################
 def.bbox <- function(
     DirInp = NULL, 
@@ -45,7 +48,12 @@ def.bbox <- function(
   if(!is.null(DirInp)) {
     out$shp <- sf::read_sf(dsn = DirInp, "mask")
     #generate bounding box
-    out$bbox <- out$shp |> sf::st_transform(crs=crs) |> sf::st_bbox()
+    # native pipe operator |>; supported from R >= 4.1
+    # out$bbox <- out$shp |> sf::st_transform(crs=crs) |> sf::st_bbox()
+    # workaround: sequentially chain functions to support both  R < 4.1 and R >= 4.1
+    tmp01 <- sf::st_transform(out$shp, crs=crs)
+    out$bbox <- sf::st_bbox(tmp01)
+    base::rm(tmp01)
     
     #pad bounding box
     if(pad_box == TRUE){
@@ -56,7 +64,19 @@ def.bbox <- function(
     }
     
     #Create a mask layer
-    out$maskLayer <- sf::st_geometry(out$shp) |> sf::st_transform(crs=crs) 
+    # with pipe operator (R >= 4.1 only)
+    # out$maskLayer <- sf::st_geometry(out$shp) |> sf::st_transform(crs=crs) 
+    # w/o pipe operator
+
+      # First, extract the geometry from out$shp
+      tmp01 <- sf::st_geometry(out$shp)
+      
+      # Then, transform the geometry with the specified CRS
+      out$maskLayer <- sf::st_transform(tmp01, crs=crs)
+      
+      # clean up
+      base::rm(tmp01)
+    
     
   } else 
   {

From ebb0152b5246815de3a9a1dff61c3ff50d1831fa Mon Sep 17 00:00:00 2001
From: stefanmet <smetzger@atmofacts.com>
Date: Fri, 1 Mar 2024 18:56:19 +0000
Subject: [PATCH 47/66] complete Roxygen header; workaround for native pipe
 operator to support both  R < 4.1 and R >= 4.1

---
 pack/eddy4R.maps/R/def.spat.data.cube.R | 67 +++++++++++++++++++++----
 1 file changed, 57 insertions(+), 10 deletions(-)

diff --git a/pack/eddy4R.maps/R/def.spat.data.cube.R b/pack/eddy4R.maps/R/def.spat.data.cube.R
index 04f9e511..222cdd61 100644
--- a/pack/eddy4R.maps/R/def.spat.data.cube.R
+++ b/pack/eddy4R.maps/R/def.spat.data.cube.R
@@ -1,5 +1,12 @@
-#' Download data from Microsoft planetary comuputer 
-#'
+##############################################################################################
+#' @title definition function to download data from Microsoft planetary computer
+
+#' @author 
+#' David Durden
+#' Stefan Metzger \email{smetzger@atmofacts.com}
+
+#' @description Function definition. Download data from Microsoft planetary computer
+
 #' @param start_date start date as character format yyyy-mm-dd
 #' @param end_date end date as character format yyyy-mm-dd
 #' @param box numberic vector in the format of (xmin, ymin, xmax, ymax)
@@ -11,11 +18,28 @@
 #' @param dt size of pixels in time-direction, expressed as ISO8601 period string (only 1 number and unit is allowed) such as "P16D"
 #' @param aggregation aggregation method as string, defining how to deal with pixels containing data from multiple images, can be "min", "max", "mean", "median", or "first"
 #' @param resampling resampling method used in gdalwarp when images are read, can be "near", "bilinear", "bicubic" or others as supported by gdalwarp (see https://gdal.org/programs/gdalwarp.html)
+
 #' @return A data cube proxy object
+
+#' @references
+#' License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+
+#' @keywords Currently none
+
 #' @examples 
 #' ingest_planetary_data(start_date = "2022-01-01", end_date = "2023-07-01", box =  c("xmin" = -123, "ymin" = 39, "xmax" = -122, "ymax" = 40))
+
+#' @seealso Currently none
+
 #' @export
 #' 
+# changelog and author contributions
+#   David Durden (2024-01-23)
+#     original creation 
+#   Stefan Metzger (2024-03-01)
+#     complete Roxygen header
+#     workaround for native pipe operator to support both  R < 4.1 and R >= 4.1
+##############################################################################################
 def.spat.data.cube <- function(start_date,
                                   end_date,
                                   box,
@@ -32,14 +56,37 @@ def.spat.data.cube <- function(start_date,
   assertthat::are_equal(length(box), 4)
   
   # get STACItemCollection
-  matches <-
-    rstac::stac("https://planetarycomputer.microsoft.com/api/stac/v1") |>
-    stac_search(collections = collection,
-                datetime = paste(start_date, end_date, sep = "/"),
-                bbox = c(box)) |>
-    get_request() |>
-    items_fetch() |>
-    items_sign(sign_fn = sign_planetary_computer())
+  
+    # Original pipe-based code (R > 4.1 only)
+    # matches <-
+    #   rstac::stac("https://planetarycomputer.microsoft.com/api/stac/v1") |>
+    #   stac_search(collections = collection,
+    #               datetime = paste(start_date, end_date, sep = "/"),
+    #               bbox = c(box)) |>
+    #   get_request() |>
+    #   items_fetch() |>
+    #   items_sign(sign_fn = sign_planetary_computer())
+
+    # workaround without pipe statements and using temporary objects:
+      # Step 1: Initialize STAC client
+        tmp01 <- rstac::stac("https://planetarycomputer.microsoft.com/api/stac/v1")
+        
+      # Step 2: Search STAC
+        tmp02 <- stac_search(tmp01, collections = collection,
+                             datetime = paste(start_date, end_date, sep = "/"),
+                             bbox = c(box))
+        
+      # Step 3: Send request
+        tmp03 <- get_request(tmp02)
+        
+      # Step 4: Fetch items
+        tmp04 <- items_fetch(tmp03)
+        
+      # Step 5: Sign items
+        matches <- items_sign(tmp04, sign_fn = sign_planetary_computer())
+  
+      # Cleanup of temporary objects at the end:
+        base::rm(tmp01, tmp02, tmp03, tmp04)
   
   # get image collection object
   cube <- gdalcubes::stac_image_collection(matches$features,

From 1e4ba41f43703212cc4ea144a2231b8ad8e8f7b0 Mon Sep 17 00:00:00 2001
From: stefanmet <smetzger@atmofacts.com>
Date: Fri, 1 Mar 2024 18:57:25 +0000
Subject: [PATCH 48/66] complete Roxygen header, fix attributes list in
 function call

---
 pack/eddy4R.maps/R/wrap.spat.data.R | 34 +++++++++++++++++++++++------
 1 file changed, 27 insertions(+), 7 deletions(-)

diff --git a/pack/eddy4R.maps/R/wrap.spat.data.R b/pack/eddy4R.maps/R/wrap.spat.data.R
index 38d0ebe7..565a475d 100644
--- a/pack/eddy4R.maps/R/wrap.spat.data.R
+++ b/pack/eddy4R.maps/R/wrap.spat.data.R
@@ -1,21 +1,41 @@
-#' Generate spatial targets
-#'
+##############################################################################################
+#' @title wrapper function to generate spatial targets
+
+#' @author 
+#' David Durden
+#' Stefan Metzger \email{smetzger@atmofacts.com}
+
+#' @description Wrapper definition. Generate spatial targets
+
 #' @param dir A directory of .tif files for scoring
 #' @param site_id The side ID of the area being forecasted. Currently "august_complex" is the only option.
-#'
+
 #' @return message from minio submission
-#' @export
-#'
-#' @examples spat4cast_submit(dir = "targets", site_id = "august_complex")
 
+#' @references
+#' License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+
+#' @keywords Currently none
 
+#' @examples spat4cast_submit(dir = "targets", site_id = "august_complex")
 
+#' @seealso Currently none
+
+#' @export
+#' 
+# changelog and author contributions
+#   David Durden (2024-01-23)
+#     original creation 
+#   Stefan Metzger (2024-03-01)
+#     complete Roxygen header
+#     fix attributes list in function call
+##############################################################################################
 wrap.spat.data.grab <- function(
     dir = "targets", 
     dateBgn = "2019-05-01",
     dateEnd = "2019-11-30",
     site = c("cheesehead")[1],
-    dt = "P1M"
+    dt = "P1M",
     dx = 0.1,
     dy = 0.1
 )

From ff9e89011a2d8db5a7e0968aaedeca6e73ee3467 Mon Sep 17 00:00:00 2001
From: stefanmet <smetzger@atmofacts.com>
Date: Fri, 1 Mar 2024 19:01:58 +0000
Subject: [PATCH 49/66] repackage eddy4R.maps

---
 pack/eddy4R.maps/DESCRIPTION                | 18 ++++++
 pack/eddy4R.maps/NAMESPACE                  |  3 +
 pack/eddy4R.maps/man/def.bbox.Rd            | 46 +++++++++++++++
 pack/eddy4R.maps/man/def.spat.data.cube.Rd  | 64 +++++++++++++++++++++
 pack/eddy4R.maps/man/wrap.spat.data.grab.Rd | 42 ++++++++++++++
 5 files changed, 173 insertions(+)
 create mode 100644 pack/eddy4R.maps/man/def.bbox.Rd
 create mode 100644 pack/eddy4R.maps/man/def.spat.data.cube.Rd
 create mode 100644 pack/eddy4R.maps/man/wrap.spat.data.grab.Rd

diff --git a/pack/eddy4R.maps/DESCRIPTION b/pack/eddy4R.maps/DESCRIPTION
index 09f28942..540a61f4 100644
--- a/pack/eddy4R.maps/DESCRIPTION
+++ b/pack/eddy4R.maps/DESCRIPTION
@@ -18,6 +18,24 @@ Authors@R: c( person(given = "Stefan",
 Description: Basic commonalities and tools for working with Flux Maps™ in R.
 Depends:
     R (>= 4.0.5)
+Imports:
+    gdalcubes (>= 0.3.1),
+    gifski (>= 1.4.3-1),
+    here (>= 1.0.1),
+    htmlwidgets (>= 1.5.3),
+    leaflet (>= 2.0.4.1),
+    lubridate (>= 1.9.2),
+    matlab (>= 1.0.2),
+    raster (>= 3.4-10),
+    RColorBrewer (>= 1.1-2),
+    rstac (>= 0.9.1),
+    sf (>= 0.9-8),
+    sp (>= 1.4-5),
+    stars (>= 0.5-2),
+    tmap (>= 3.3-1),
+    tmaptools (>= 3.1-1),
+    tools (>= 4.0.5)
+Comments: Dependency package(s) 'OpenStreetMap (>= 0.3.4)' not available.
 License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
 Encoding: UTF-8
 LazyData: true
diff --git a/pack/eddy4R.maps/NAMESPACE b/pack/eddy4R.maps/NAMESPACE
index 268cf719..f1e14836 100644
--- a/pack/eddy4R.maps/NAMESPACE
+++ b/pack/eddy4R.maps/NAMESPACE
@@ -1,8 +1,11 @@
 # Generated by roxygen2: do not edit by hand
 
 export(def.algn.foot.rng)
+export(def.bbox)
 export(def.plot.flux.animate)
 export(def.plot.flux.interactive)
 export(def.plot.flux.static)
+export(def.spat.data.cube)
 export(def.spatialize.flux.foot)
+export(wrap.spat.data.grab)
 importFrom(matlab,padarray)
diff --git a/pack/eddy4R.maps/man/def.bbox.Rd b/pack/eddy4R.maps/man/def.bbox.Rd
new file mode 100644
index 00000000..46ab09ac
--- /dev/null
+++ b/pack/eddy4R.maps/man/def.bbox.Rd
@@ -0,0 +1,46 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/def.bbox.R
+\name{def.bbox}
+\alias{def.bbox}
+\title{definition function to create bounding box}
+\usage{
+def.bbox(
+  DirInp = NULL,
+  crs = "EPSG:4326",
+  pad_box = FALSE,
+  pad_degree = 0.5,
+  lat = NULL,
+  lon = NULL
+)
+}
+\arguments{
+\item{crs}{coordinate reference system (Defaults to "EPSG:4326")}
+
+\item{pad_box}{logical to determine if padding should be applied to bounding box (defaults to FALSE)}
+
+\item{pad_degree}{decimal degree of latitude and longitude to pad the bounding box (defaults to 0.1)}
+
+\item{dir}{directory where shapefiles are located}
+}
+\value{
+list containing shapefile data and bbox
+}
+\description{
+Function definition. Read in shapefile or create a bounding box
+by adding an extent to Lat/Lon for grabbing STAC data with a padding option.
+}
+\examples{
+Currently none
+}
+\references{
+License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+}
+\seealso{
+Currently none
+}
+\author{
+David Durden
+Stefan Metzger \email{smetzger@atmofacts.com}
+}
+\keyword{Currently}
+\keyword{none}
diff --git a/pack/eddy4R.maps/man/def.spat.data.cube.Rd b/pack/eddy4R.maps/man/def.spat.data.cube.Rd
new file mode 100644
index 00000000..4b072ed8
--- /dev/null
+++ b/pack/eddy4R.maps/man/def.spat.data.cube.Rd
@@ -0,0 +1,64 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/def.spat.data.cube.R
+\name{def.spat.data.cube}
+\alias{def.spat.data.cube}
+\title{definition function to download data from Microsoft planetary computer}
+\usage{
+def.spat.data.cube(
+  start_date,
+  end_date,
+  box,
+  collection = "modis-15A2H-061",
+  asset_name = "Lai_500m",
+  srs = "EPSG:4326",
+  dx = 0.1,
+  dy = 0.1,
+  dt = "P30D",
+  aggregation = "mean",
+  resampling = "near"
+)
+}
+\arguments{
+\item{start_date}{start date as character format yyyy-mm-dd}
+
+\item{end_date}{end date as character format yyyy-mm-dd}
+
+\item{box}{numberic vector in the format of (xmin, ymin, xmax, ymax)}
+
+\item{collection}{name of planetary collection}
+
+\item{asset_name}{mame of asset}
+
+\item{srs}{target spatial reference system as a string; can be a proj4 definition, WKT, or in the form "EPSG:XXXX"}
+
+\item{dx}{size of pixels in x-direction (longitude / easting)}
+
+\item{dy}{size of pixels in y-direction (latitude / northing)}
+
+\item{dt}{size of pixels in time-direction, expressed as ISO8601 period string (only 1 number and unit is allowed) such as "P16D"}
+
+\item{aggregation}{aggregation method as string, defining how to deal with pixels containing data from multiple images, can be "min", "max", "mean", "median", or "first"}
+
+\item{resampling}{resampling method used in gdalwarp when images are read, can be "near", "bilinear", "bicubic" or others as supported by gdalwarp (see https://gdal.org/programs/gdalwarp.html)}
+}
+\value{
+A data cube proxy object
+}
+\description{
+Function definition. Download data from Microsoft planetary computer
+}
+\examples{
+ingest_planetary_data(start_date = "2022-01-01", end_date = "2023-07-01", box =  c("xmin" = -123, "ymin" = 39, "xmax" = -122, "ymax" = 40))
+}
+\references{
+License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+}
+\seealso{
+Currently none
+}
+\author{
+David Durden
+Stefan Metzger \email{smetzger@atmofacts.com}
+}
+\keyword{Currently}
+\keyword{none}
diff --git a/pack/eddy4R.maps/man/wrap.spat.data.grab.Rd b/pack/eddy4R.maps/man/wrap.spat.data.grab.Rd
new file mode 100644
index 00000000..e2de76ea
--- /dev/null
+++ b/pack/eddy4R.maps/man/wrap.spat.data.grab.Rd
@@ -0,0 +1,42 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/wrap.spat.data.R
+\name{wrap.spat.data.grab}
+\alias{wrap.spat.data.grab}
+\title{wrapper function to generate spatial targets}
+\usage{
+wrap.spat.data.grab(
+  dir = "targets",
+  dateBgn = "2019-05-01",
+  dateEnd = "2019-11-30",
+  site = c("cheesehead")[1],
+  dt = "P1M",
+  dx = 0.1,
+  dy = 0.1
+)
+}
+\arguments{
+\item{dir}{A directory of .tif files for scoring}
+
+\item{site_id}{The side ID of the area being forecasted. Currently "august_complex" is the only option.}
+}
+\value{
+message from minio submission
+}
+\description{
+Wrapper definition. Generate spatial targets
+}
+\examples{
+spat4cast_submit(dir = "targets", site_id = "august_complex")
+}
+\references{
+License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+}
+\seealso{
+Currently none
+}
+\author{
+David Durden
+Stefan Metzger \email{smetzger@atmofacts.com}
+}
+\keyword{Currently}
+\keyword{none}

From 8157cfd9ea23666cde2a13064c1d4d3bb30886e4 Mon Sep 17 00:00:00 2001
From: stefanmet <smetzger@atmofacts.com>
Date: Fri, 1 Mar 2024 21:39:13 +0000
Subject: [PATCH 50/66] repackage

---
 pack/eddy4R.base/man/Logger.Singleton.Rd | 78 +++++++++++++-----------
 1 file changed, 42 insertions(+), 36 deletions(-)

diff --git a/pack/eddy4R.base/man/Logger.Singleton.Rd b/pack/eddy4R.base/man/Logger.Singleton.Rd
index f35b9ad7..394c849f 100644
--- a/pack/eddy4R.base/man/Logger.Singleton.Rd
+++ b/pack/eddy4R.base/man/Logger.Singleton.Rd
@@ -28,23 +28,29 @@ print(log_entries)
 \section{Methods}{
 \subsection{Public methods}{
 \itemize{
-\item \href{#method-Logger.Singleton-new}{\code{Logger.Singleton$new()}}
-\item \href{#method-Logger.Singleton-set_logging_level}{\code{Logger.Singleton$set_logging_level()}}
-\item \href{#method-Logger.Singleton-set_log_file}{\code{Logger.Singleton$set_log_file()}}
-\item \href{#method-Logger.Singleton-log_message}{\code{Logger.Singleton$log_message()}}
-\item \href{#method-Logger.Singleton-debug}{\code{Logger.Singleton$debug()}}
-\item \href{#method-Logger.Singleton-info}{\code{Logger.Singleton$info()}}
-\item \href{#method-Logger.Singleton-warn}{\code{Logger.Singleton$warn()}}
-\item \href{#method-Logger.Singleton-error}{\code{Logger.Singleton$error()}}
-\item \href{#method-Logger.Singleton-get_log_entries}{\code{Logger.Singleton$get_log_entries()}}
-\item \href{#method-Logger.Singleton-get_logging_level}{\code{Logger.Singleton$get_logging_level()}}
-\item \href{#method-Logger.Singleton-get_log_file}{\code{Logger.Singleton$get_log_file()}}
-\item \href{#method-Logger.Singleton-clone}{\code{Logger.Singleton$clone()}}
+\item \href{#method-new}{\code{Logger.Singleton$new()}}
+\item \href{#method-set_logging_level}{\code{Logger.Singleton$set_logging_level()}}
+\item \href{#method-set_log_file}{\code{Logger.Singleton$set_log_file()}}
+\item \href{#method-log_message}{\code{Logger.Singleton$log_message()}}
+\item \href{#method-debug}{\code{Logger.Singleton$debug()}}
+\item \href{#method-info}{\code{Logger.Singleton$info()}}
+\item \href{#method-warn}{\code{Logger.Singleton$warn()}}
+\item \href{#method-error}{\code{Logger.Singleton$error()}}
+\item \href{#method-get_log_entries}{\code{Logger.Singleton$get_log_entries()}}
+\item \href{#method-get_logging_level}{\code{Logger.Singleton$get_logging_level()}}
+\item \href{#method-get_log_file}{\code{Logger.Singleton$get_log_file()}}
+\item \href{#method-clone}{\code{Logger.Singleton$clone()}}
+}
+}
+\if{html}{
+\out{<details open ><summary>Inherited methods</summary>}
+\itemize{
 }
+\out{</details>}
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-Logger.Singleton-new"></a>}}
-\if{latex}{\out{\hypertarget{method-Logger.Singleton-new}{}}}
+\if{html}{\out{<a id="method-new"></a>}}
+\if{latex}{\out{\hypertarget{method-new}{}}}
 \subsection{Method \code{new()}}{
 \subsection{Usage}{
 \if{html}{\out{<div class="r">}}\preformatted{Logger.Singleton$new(logging_level = NULL, log_file = NULL)}\if{html}{\out{</div>}}
@@ -61,8 +67,8 @@ print(log_entries)
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-Logger.Singleton-set_logging_level"></a>}}
-\if{latex}{\out{\hypertarget{method-Logger.Singleton-set_logging_level}{}}}
+\if{html}{\out{<a id="method-set_logging_level"></a>}}
+\if{latex}{\out{\hypertarget{method-set_logging_level}{}}}
 \subsection{Method \code{set_logging_level()}}{
 \subsection{Usage}{
 \if{html}{\out{<div class="r">}}\preformatted{Logger.Singleton$set_logging_level(level)}\if{html}{\out{</div>}}
@@ -77,8 +83,8 @@ print(log_entries)
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-Logger.Singleton-set_log_file"></a>}}
-\if{latex}{\out{\hypertarget{method-Logger.Singleton-set_log_file}{}}}
+\if{html}{\out{<a id="method-set_log_file"></a>}}
+\if{latex}{\out{\hypertarget{method-set_log_file}{}}}
 \subsection{Method \code{set_log_file()}}{
 \subsection{Usage}{
 \if{html}{\out{<div class="r">}}\preformatted{Logger.Singleton$set_log_file(file)}\if{html}{\out{</div>}}
@@ -93,8 +99,8 @@ print(log_entries)
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-Logger.Singleton-log_message"></a>}}
-\if{latex}{\out{\hypertarget{method-Logger.Singleton-log_message}{}}}
+\if{html}{\out{<a id="method-log_message"></a>}}
+\if{latex}{\out{\hypertarget{method-log_message}{}}}
 \subsection{Method \code{log_message()}}{
 \subsection{Usage}{
 \if{html}{\out{<div class="r">}}\preformatted{Logger.Singleton$log_message(level, message)}\if{html}{\out{</div>}}
@@ -111,8 +117,8 @@ print(log_entries)
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-Logger.Singleton-debug"></a>}}
-\if{latex}{\out{\hypertarget{method-Logger.Singleton-debug}{}}}
+\if{html}{\out{<a id="method-debug"></a>}}
+\if{latex}{\out{\hypertarget{method-debug}{}}}
 \subsection{Method \code{debug()}}{
 \subsection{Usage}{
 \if{html}{\out{<div class="r">}}\preformatted{Logger.Singleton$debug(message)}\if{html}{\out{</div>}}
@@ -127,8 +133,8 @@ print(log_entries)
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-Logger.Singleton-info"></a>}}
-\if{latex}{\out{\hypertarget{method-Logger.Singleton-info}{}}}
+\if{html}{\out{<a id="method-info"></a>}}
+\if{latex}{\out{\hypertarget{method-info}{}}}
 \subsection{Method \code{info()}}{
 \subsection{Usage}{
 \if{html}{\out{<div class="r">}}\preformatted{Logger.Singleton$info(message)}\if{html}{\out{</div>}}
@@ -143,8 +149,8 @@ print(log_entries)
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-Logger.Singleton-warn"></a>}}
-\if{latex}{\out{\hypertarget{method-Logger.Singleton-warn}{}}}
+\if{html}{\out{<a id="method-warn"></a>}}
+\if{latex}{\out{\hypertarget{method-warn}{}}}
 \subsection{Method \code{warn()}}{
 \subsection{Usage}{
 \if{html}{\out{<div class="r">}}\preformatted{Logger.Singleton$warn(message)}\if{html}{\out{</div>}}
@@ -159,8 +165,8 @@ print(log_entries)
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-Logger.Singleton-error"></a>}}
-\if{latex}{\out{\hypertarget{method-Logger.Singleton-error}{}}}
+\if{html}{\out{<a id="method-error"></a>}}
+\if{latex}{\out{\hypertarget{method-error}{}}}
 \subsection{Method \code{error()}}{
 \subsection{Usage}{
 \if{html}{\out{<div class="r">}}\preformatted{Logger.Singleton$error(message)}\if{html}{\out{</div>}}
@@ -175,8 +181,8 @@ print(log_entries)
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-Logger.Singleton-get_log_entries"></a>}}
-\if{latex}{\out{\hypertarget{method-Logger.Singleton-get_log_entries}{}}}
+\if{html}{\out{<a id="method-get_log_entries"></a>}}
+\if{latex}{\out{\hypertarget{method-get_log_entries}{}}}
 \subsection{Method \code{get_log_entries()}}{
 \subsection{Usage}{
 \if{html}{\out{<div class="r">}}\preformatted{Logger.Singleton$get_log_entries()}\if{html}{\out{</div>}}
@@ -184,8 +190,8 @@ print(log_entries)
 
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-Logger.Singleton-get_logging_level"></a>}}
-\if{latex}{\out{\hypertarget{method-Logger.Singleton-get_logging_level}{}}}
+\if{html}{\out{<a id="method-get_logging_level"></a>}}
+\if{latex}{\out{\hypertarget{method-get_logging_level}{}}}
 \subsection{Method \code{get_logging_level()}}{
 \subsection{Usage}{
 \if{html}{\out{<div class="r">}}\preformatted{Logger.Singleton$get_logging_level()}\if{html}{\out{</div>}}
@@ -193,8 +199,8 @@ print(log_entries)
 
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-Logger.Singleton-get_log_file"></a>}}
-\if{latex}{\out{\hypertarget{method-Logger.Singleton-get_log_file}{}}}
+\if{html}{\out{<a id="method-get_log_file"></a>}}
+\if{latex}{\out{\hypertarget{method-get_log_file}{}}}
 \subsection{Method \code{get_log_file()}}{
 \subsection{Usage}{
 \if{html}{\out{<div class="r">}}\preformatted{Logger.Singleton$get_log_file()}\if{html}{\out{</div>}}
@@ -202,8 +208,8 @@ print(log_entries)
 
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-Logger.Singleton-clone"></a>}}
-\if{latex}{\out{\hypertarget{method-Logger.Singleton-clone}{}}}
+\if{html}{\out{<a id="method-clone"></a>}}
+\if{latex}{\out{\hypertarget{method-clone}{}}}
 \subsection{Method \code{clone()}}{
 The objects of this class are cloneable with this method.
 \subsection{Usage}{

From 5f19f54d0eabb6b6dac7e51d73e7ce25662e7e76 Mon Sep 17 00:00:00 2001
From: ddurden <daviddurden27@gmail.com>
Date: Sun, 3 Mar 2024 22:51:01 +0000
Subject: [PATCH 51/66] - eddy4R.maps updates for dependencies

---
 Dockerfile                          |   2 +-
 pack/eddy4R.maps/DESCRIPTION        |  12 +
 pack/eddy4R.maps/R/wrap.spat.data.R |  16 +-
 renv.lock                           | 859 ++++++++++++++++++++++------
 renv/activate.R                     | 388 ++++---------
 renv/settings.json                  |   3 +-
 utilities/flow.inst.dock.renv.R     |   6 +-
 utilities/flow.renv.init.rstr.R     |   2 +-
 8 files changed, 841 insertions(+), 447 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 93f57421..84ff27fc 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,6 +1,6 @@
 # start with the ropensci image including debian:testing, r-base, rocker/rstudio, rocker/hadleyverse
 # https://hub.docker.com/r/rocker/ropensci/
-FROM quay.io/battelleecology/rstudio:4.0.5
+FROM 	ghcr.io/rocker-org/geospatial:4.2.2
 
 WORKDIR /home/eddy/eddy4R
 
diff --git a/pack/eddy4R.maps/DESCRIPTION b/pack/eddy4R.maps/DESCRIPTION
index 09f28942..c88908f7 100644
--- a/pack/eddy4R.maps/DESCRIPTION
+++ b/pack/eddy4R.maps/DESCRIPTION
@@ -18,6 +18,18 @@ Authors@R: c( person(given = "Stefan",
 Description: Basic commonalities and tools for working with Flux Maps™ in R.
 Depends:
     R (>= 4.0.5)
+Imports:
+      assertthat,
+      raster,
+      leaflet,
+      htmlwidgets,
+      mapview,
+      here,
+      sf,
+      lubridate,
+      gdalcubes,
+      rstac,
+      stars
 License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
 Encoding: UTF-8
 LazyData: true
diff --git a/pack/eddy4R.maps/R/wrap.spat.data.R b/pack/eddy4R.maps/R/wrap.spat.data.R
index 38d0ebe7..46c9967d 100644
--- a/pack/eddy4R.maps/R/wrap.spat.data.R
+++ b/pack/eddy4R.maps/R/wrap.spat.data.R
@@ -15,7 +15,7 @@ wrap.spat.data.grab <- function(
     dateBgn = "2019-05-01",
     dateEnd = "2019-11-30",
     site = c("cheesehead")[1],
-    dt = "P1M"
+    dt = "P1M",
     dx = 0.1,
     dy = 0.1
 )
@@ -23,17 +23,17 @@ wrap.spat.data.grab <- function(
   
   print(paste0("Grabbing spatial data at ", Sys.time(), "for", site))
   
-  library(here)
-  library(sf)
-  library(lubridate)
-  library(gdalcubes)
-  library(rstac)
-  library(stars)
+  # library(here)
+  # library(sf)
+  # library(lubridate)
+  # library(gdalcubes)
+  # library(rstac)
+  # library(stars)
   
   
   
   #Source functions
-  for (f in list.files(here::here("R"), full.names = TRUE)) source (f)
+ # for (f in list.files(here::here("R"), full.names = TRUE)) source (f)
 
   #Create fire bounding box
   bbox <- def.bbox(lat =  45.94625, lon = -90.27276, pad_box = TRUE)
diff --git a/renv.lock b/renv.lock
index 195a8def..968f4a40 100644
--- a/renv.lock
+++ b/renv.lock
@@ -1,7 +1,27 @@
 {
   "R": {
-    "Version": "4.0.5",
+    "Version": "4.2.2",
     "Repositories": [
+      {
+        "Name": "BioCsoft",
+        "URL": "https://bioconductor.org/packages/3.16/bioc"
+      },
+      {
+        "Name": "BioCann",
+        "URL": "https://bioconductor.org/packages/3.16/data/annotation"
+      },
+      {
+        "Name": "BioCexp",
+        "URL": "https://bioconductor.org/packages/3.16/data/experiment"
+      },
+      {
+        "Name": "BioCworkflows",
+        "URL": "https://bioconductor.org/packages/3.16/workflows"
+      },
+      {
+        "Name": "BioCbooks",
+        "URL": "https://bioconductor.org/packages/3.16/books"
+      },
       {
         "Name": "CRANNew",
         "URL": "https://packagemanager.rstudio.com/cran/2023-09-22"
@@ -21,41 +41,53 @@
     ]
   },
   "Bioconductor": {
-    "Version": "3.12"
+    "Version": "3.16"
   },
   "Packages": {
+    "BH": {
+      "Package": "BH",
+      "Version": "1.81.0-1",
+      "Source": "Repository",
+      "Repository": "RSPM",
+      "Hash": "68122010f01c4dcfbe58ce7112f2433d"
+    },
     "BiocGenerics": {
       "Package": "BiocGenerics",
-      "Version": "0.36.1",
+      "Version": "0.44.0",
       "Source": "Bioconductor",
+      "git_url": "https://git.bioconductor.org/packages/BiocGenerics",
+      "git_branch": "RELEASE_3_16",
+      "git_last_commit": "d7cd9c1",
+      "git_last_commit_date": "2022-11-01",
       "Requirements": [
         "R",
         "graphics",
         "methods",
-        "parallel",
         "stats",
         "utils"
       ],
-      "Hash": "f628c51eadc74ffd838b801cd22d589a"
+      "Hash": "0de19224c2cd94f48fbc0d0bc663ce3b"
     },
     "BiocManager": {
       "Package": "BiocManager",
-      "Version": "1.30.22",
+      "Version": "1.30.20",
       "Source": "Repository",
       "Repository": "RSPM",
       "Requirements": [
         "utils"
       ],
-      "Hash": "d57e43105a1aa9cb54fdb4629725acb1"
+      "Hash": "a7fca16a50b6ef7771b49d636dd54b57"
     },
-    "BiocVersion": {
-      "Package": "BiocVersion",
-      "Version": "3.12.0",
-      "Source": "Bioconductor",
+    "DBI": {
+      "Package": "DBI",
+      "Version": "1.1.3",
+      "Source": "Repository",
+      "Repository": "RSPM",
       "Requirements": [
-        "R"
+        "R",
+        "methods"
       ],
-      "Hash": "ee4d027afb8f52fec1f46b9f0a8660e9"
+      "Hash": "b2866e62bab9378c3cc9476a1954226b"
     },
     "DEoptimR": {
       "Package": "DEoptimR",
@@ -81,8 +113,12 @@
     },
     "EBImage": {
       "Package": "EBImage",
-      "Version": "4.32.0",
+      "Version": "4.40.1",
       "Source": "Bioconductor",
+      "git_url": "https://git.bioconductor.org/packages/EBImage",
+      "git_branch": "RELEASE_3_16",
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@@ -100,7 +136,7 @@
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@@ -127,18 +163,18 @@
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@@ -149,11 +185,11 @@
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@@ -165,7 +201,7 @@
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@@ -245,7 +281,7 @@
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@@ -253,18 +289,18 @@
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@@ -279,12 +315,16 @@
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@@ -311,13 +351,23 @@
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@@ -348,7 +398,7 @@
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@@ -356,7 +406,7 @@
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@@ -374,7 +424,7 @@
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@@ -390,18 +440,18 @@
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@@ -416,16 +466,45 @@
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@@ -460,20 +539,17 @@
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@@ -489,7 +565,7 @@
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@@ -499,17 +575,30 @@
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@@ -597,14 +686,14 @@
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@@ -618,7 +707,7 @@
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@@ -634,7 +723,7 @@
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@@ -649,7 +738,7 @@
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@@ -668,7 +757,23 @@
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@@ -683,14 +788,14 @@
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@@ -790,7 +895,7 @@
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@@ -798,18 +903,32 @@
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@@ -822,9 +941,34 @@
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@@ -835,11 +979,11 @@
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@@ -860,7 +1004,7 @@
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@@ -915,18 +1059,14 @@
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@@ -941,7 +1081,7 @@
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@@ -954,11 +1094,11 @@
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@@ -969,11 +1109,11 @@
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@@ -984,11 +1124,11 @@
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@@ -999,11 +1139,11 @@
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@@ -1018,7 +1158,7 @@
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@@ -1058,19 +1198,31 @@
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@@ -1082,33 +1234,33 @@
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@@ -1119,7 +1271,87 @@
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     },
     "urlchecker": {
       "Package": "urlchecker",
@@ -2156,7 +2638,7 @@
     },
     "usethis": {
       "Package": "usethis",
-      "Version": "2.2.2",
+      "Version": "2.1.6",
       "Source": "Repository",
       "Repository": "RSPM",
       "Requirements": [
@@ -2183,7 +2665,7 @@
         "withr",
         "yaml"
       ],
-      "Hash": "60e51f0b94d0324dc19e44110098fa9f"
+      "Hash": "a67a22c201832b12c036cc059f1d137d"
     },
     "utf8": {
       "Package": "utf8",
@@ -2195,9 +2677,19 @@
       ],
       "Hash": "1fe17157424bb09c48a8b3b550c753bc"
     },
+    "uuid": {
+      "Package": "uuid",
+      "Version": "1.1-0",
+      "Source": "Repository",
+      "Repository": "RSPM",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "f1cb46c157d080b729159d407be83496"
+    },
     "vctrs": {
       "Package": "vctrs",
-      "Version": "0.6.3",
+      "Version": "0.5.2",
       "Source": "Repository",
       "Repository": "RSPM",
       "Requirements": [
@@ -2207,21 +2699,35 @@
         "lifecycle",
         "rlang"
       ],
-      "Hash": "d0ef2856b83dc33ea6e255caf6229ee2"
+      "Hash": "e4ffa94ceed5f124d429a5a5f0f5b378"
+    },
+    "viridis": {
+      "Package": "viridis",
+      "Version": "0.6.2",
+      "Source": "Repository",
+      "Repository": "RSPM",
+      "Requirements": [
+        "R",
+        "ggplot2",
+        "gridExtra",
+        "stats",
+        "viridisLite"
+      ],
+      "Hash": "ee96aee95a7a563e5496f8991e9fde4b"
     },
     "viridisLite": {
       "Package": "viridisLite",
-      "Version": "0.4.2",
+      "Version": "0.4.1",
       "Source": "Repository",
       "Repository": "RSPM",
       "Requirements": [
         "R"
       ],
-      "Hash": "c826c7c4241b6fc89ff55aaea3fa7491"
+      "Hash": "62f4b5da3e08d8e5bcba6cac15603f70"
     },
     "waldo": {
       "Package": "waldo",
-      "Version": "0.5.1",
+      "Version": "0.4.0",
       "Source": "Repository",
       "Repository": "RSPM",
       "Requirements": [
@@ -2234,7 +2740,20 @@
         "rlang",
         "tibble"
       ],
-      "Hash": "2c993415154cdb94649d99ae138ff5e5"
+      "Hash": "035fba89d0c86e2113120f93301b98ad"
+    },
+    "webshot": {
+      "Package": "webshot",
+      "Version": "0.5.4",
+      "Source": "Repository",
+      "Repository": "RSPM",
+      "Requirements": [
+        "R",
+        "callr",
+        "jsonlite",
+        "magrittr"
+      ],
+      "Hash": "cfd9342c76693ae53108a474aafa1641"
     },
     "whisker": {
       "Package": "whisker",
@@ -2256,27 +2775,37 @@
       ],
       "Hash": "c0e49a9760983e81e55cdd9be92e7182"
     },
+    "wk": {
+      "Package": "wk",
+      "Version": "0.7.1",
+      "Source": "Repository",
+      "Repository": "RSPM",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "141385279f2cd7faa6a3eccd8d1279dd"
+    },
     "xfun": {
       "Package": "xfun",
-      "Version": "0.40",
+      "Version": "0.37",
       "Source": "Repository",
       "Repository": "RSPM",
       "Requirements": [
         "stats",
         "tools"
       ],
-      "Hash": "be07d23211245fc7d4209f54c4e4ffc8"
+      "Hash": "a6860e1400a8fd1ddb6d9b4230cc34ab"
     },
     "xml2": {
       "Package": "xml2",
-      "Version": "1.3.5",
+      "Version": "1.3.3",
       "Source": "Repository",
       "Repository": "RSPM",
       "Requirements": [
         "R",
         "methods"
       ],
-      "Hash": "6c40e5cfcc6aefd88110666e18c31f40"
+      "Hash": "40682ed6a969ea5abfd351eb67833adc"
     },
     "xopen": {
       "Package": "xopen",
@@ -2310,14 +2839,14 @@
     },
     "zip": {
       "Package": "zip",
-      "Version": "2.3.0",
+      "Version": "2.2.2",
       "Source": "Repository",
       "Repository": "RSPM",
-      "Hash": "d98c94dacb7e0efcf83b0a133a705504"
+      "Hash": "c42bfcec3fa6a0cce17ce1f8bc684f88"
     },
     "zoo": {
       "Package": "zoo",
-      "Version": "1.8-12",
+      "Version": "1.8-11",
       "Source": "Repository",
       "Repository": "RSPM",
       "Requirements": [
@@ -2328,7 +2857,7 @@
         "stats",
         "utils"
       ],
-      "Hash": "5c715954112b45499fb1dadc6ee6ee3e"
+      "Hash": "874a5b77fe0cfacf2a3450069ae70926"
     }
   }
 }
diff --git a/renv/activate.R b/renv/activate.R
index cb5401f9..a8fdc320 100644
--- a/renv/activate.R
+++ b/renv/activate.R
@@ -2,27 +2,11 @@
 local({
 
   # the requested version of renv
-  version <- "1.0.3"
-  attr(version, "sha") <- NULL
+  version <- "0.17.3"
 
   # the project directory
   project <- getwd()
 
-  # use start-up diagnostics if enabled
-  diagnostics <- Sys.getenv("RENV_STARTUP_DIAGNOSTICS", unset = "FALSE")
-  if (diagnostics) {
-    start <- Sys.time()
-    profile <- tempfile("renv-startup-", fileext = ".Rprof")
-    utils::Rprof(profile)
-    on.exit({
-      utils::Rprof(NULL)
-      elapsed <- signif(difftime(Sys.time(), start, units = "auto"), digits = 2L)
-      writeLines(sprintf("- renv took %s to run the autoloader.", format(elapsed)))
-      writeLines(sprintf("- Profile: %s", profile))
-      print(utils::summaryRprof(profile))
-    }, add = TRUE)
-  }
-
   # figure out whether the autoloader is enabled
   enabled <- local({
 
@@ -76,75 +60,25 @@ local({
 
   # load bootstrap tools   
   `%||%` <- function(x, y) {
-    if (is.null(x)) y else x
-  }
-  
-  catf <- function(fmt, ..., appendLF = TRUE) {
-  
-    quiet <- getOption("renv.bootstrap.quiet", default = FALSE)
-    if (quiet)
-      return(invisible())
-  
-    msg <- sprintf(fmt, ...)
-    cat(msg, file = stdout(), sep = if (appendLF) "\n" else "")
-  
-    invisible(msg)
-  
-  }
-  
-  header <- function(label,
-                     ...,
-                     prefix = "#",
-                     suffix = "-",
-                     n = min(getOption("width"), 78))
-  {
-    label <- sprintf(label, ...)
-    n <- max(n - nchar(label) - nchar(prefix) - 2L, 8L)
-    if (n <= 0)
-      return(paste(prefix, label))
-  
-    tail <- paste(rep.int(suffix, n), collapse = "")
-    paste0(prefix, " ", label, " ", tail)
-  
+    if (is.environment(x) || length(x)) x else y
   }
   
-  startswith <- function(string, prefix) {
-    substring(string, 1, nchar(prefix)) == prefix
+  `%??%` <- function(x, y) {
+    if (is.null(x)) y else x
   }
   
   bootstrap <- function(version, library) {
   
-    friendly <- renv_bootstrap_version_friendly(version)
-    section <- header(sprintf("Bootstrapping renv %s", friendly))
-    catf(section)
-  
     # attempt to download renv
-    catf("- Downloading renv ... ", appendLF = FALSE)
-    withCallingHandlers(
-      tarball <- renv_bootstrap_download(version),
-      error = function(err) {
-        catf("FAILED")
-        stop("failed to download:\n", conditionMessage(err))
-      }
-    )
-    catf("OK")
-    on.exit(unlink(tarball), add = TRUE)
+    tarball <- tryCatch(renv_bootstrap_download(version), error = identity)
+    if (inherits(tarball, "error"))
+      stop("failed to download renv ", version)
   
     # now attempt to install
-    catf("- Installing renv  ... ", appendLF = FALSE)
-    withCallingHandlers(
-      status <- renv_bootstrap_install(version, tarball, library),
-      error = function(err) {
-        catf("FAILED")
-        stop("failed to install:\n", conditionMessage(err))
-      }
-    )
-    catf("OK")
-  
-    # add empty line to break up bootstrapping from normal output
-    catf("")
+    status <- tryCatch(renv_bootstrap_install(version, tarball, library), error = identity)
+    if (inherits(status, "error"))
+      stop("failed to install renv ", version)
   
-    return(invisible())
   }
   
   renv_bootstrap_tests_running <- function() {
@@ -174,6 +108,13 @@ local({
     if (!inherits(repos, "error") && length(repos))
       return(repos)
   
+    # if we're testing, re-use the test repositories
+    if (renv_bootstrap_tests_running()) {
+      repos <- getOption("renv.tests.repos")
+      if (!is.null(repos))
+        return(repos)
+    }
+  
     # retrieve current repos
     repos <- getOption("repos")
   
@@ -217,34 +158,33 @@ local({
   
   renv_bootstrap_download <- function(version) {
   
-    sha <- attr(version, "sha", exact = TRUE)
-  
-    methods <- if (!is.null(sha)) {
-  
-      # attempting to bootstrap a development version of renv
-      c(
-        function() renv_bootstrap_download_tarball(sha),
-        function() renv_bootstrap_download_github(sha)
+    # if the renv version number has 4 components, assume it must
+    # be retrieved via github
+    nv <- numeric_version(version)
+    components <- unclass(nv)[[1]]
+  
+    # if this appears to be a development version of 'renv', we'll
+    # try to restore from github
+    dev <- length(components) == 4L
+  
+    # begin collecting different methods for finding renv
+    methods <- c(
+      renv_bootstrap_download_tarball,
+      if (dev)
+        renv_bootstrap_download_github
+      else c(
+        renv_bootstrap_download_cran_latest,
+        renv_bootstrap_download_cran_archive
       )
-  
-    } else {
-  
-      # attempting to bootstrap a release version of renv
-      c(
-        function() renv_bootstrap_download_tarball(version),
-        function() renv_bootstrap_download_cran_latest(version),
-        function() renv_bootstrap_download_cran_archive(version)
-      )
-  
-    }
+    )
   
     for (method in methods) {
-      path <- tryCatch(method(), error = identity)
+      path <- tryCatch(method(version), error = identity)
       if (is.character(path) && file.exists(path))
         return(path)
     }
   
-    stop("All download methods failed")
+    stop("failed to download renv ", version)
   
   }
   
@@ -308,6 +248,8 @@ local({
     type  <- spec$type
     repos <- spec$repos
   
+    message("* Downloading renv ", version, " ... ", appendLF = FALSE)
+  
     baseurl <- utils::contrib.url(repos = repos, type = type)
     ext <- if (identical(type, "source"))
       ".tar.gz"
@@ -324,10 +266,13 @@ local({
       condition = identity
     )
   
-    if (inherits(status, "condition"))
+    if (inherits(status, "condition")) {
+      message("FAILED")
       return(FALSE)
+    }
   
     # report success and return
+    message("OK (downloaded ", type, ")")
     destfile
   
   }
@@ -384,6 +329,8 @@ local({
     urls <- file.path(repos, "src/contrib/Archive/renv", name)
     destfile <- file.path(tempdir(), name)
   
+    message("* Downloading renv ", version, " ... ", appendLF = FALSE)
+  
     for (url in urls) {
   
       status <- tryCatch(
@@ -391,11 +338,14 @@ local({
         condition = identity
       )
   
-      if (identical(status, 0L))
+      if (identical(status, 0L)) {
+        message("OK")
         return(destfile)
+      }
   
     }
   
+    message("FAILED")
     return(FALSE)
   
   }
@@ -418,7 +368,7 @@ local({
     if (!file.exists(tarball)) {
   
       # let the user know we weren't able to honour their request
-      fmt <- "- RENV_BOOTSTRAP_TARBALL is set (%s) but does not exist."
+      fmt <- "* RENV_BOOTSTRAP_TARBALL is set (%s) but does not exist."
       msg <- sprintf(fmt, tarball)
       warning(msg)
   
@@ -427,7 +377,10 @@ local({
   
     }
   
-    catf("- Using local tarball '%s'.", tarball)
+    fmt <- "* Bootstrapping with tarball at path '%s'."
+    msg <- sprintf(fmt, tarball)
+    message(msg)
+  
     tarball
   
   }
@@ -454,6 +407,8 @@ local({
       on.exit(do.call(base::options, saved), add = TRUE)
     }
   
+    message("* Downloading renv ", version, " from GitHub ... ", appendLF = FALSE)
+  
     url <- file.path("https://api.github.com/repos/rstudio/renv/tarball", version)
     name <- sprintf("renv_%s.tar.gz", version)
     destfile <- file.path(tempdir(), name)
@@ -463,105 +418,26 @@ local({
       condition = identity
     )
   
-    if (!identical(status, 0L))
+    if (!identical(status, 0L)) {
+      message("FAILED")
       return(FALSE)
-  
-    renv_bootstrap_download_augment(destfile)
-  
-    return(destfile)
-  
-  }
-  
-  # Add Sha to DESCRIPTION. This is stop gap until #890, after which we
-  # can use renv::install() to fully capture metadata.
-  renv_bootstrap_download_augment <- function(destfile) {
-    sha <- renv_bootstrap_git_extract_sha1_tar(destfile)
-    if (is.null(sha)) {
-      return()
     }
   
-    # Untar
-    tempdir <- tempfile("renv-github-")
-    on.exit(unlink(tempdir, recursive = TRUE), add = TRUE)
-    untar(destfile, exdir = tempdir)
-    pkgdir <- dir(tempdir, full.names = TRUE)[[1]]
-  
-    # Modify description
-    desc_path <- file.path(pkgdir, "DESCRIPTION")
-    desc_lines <- readLines(desc_path)
-    remotes_fields <- c(
-      "RemoteType: github",
-      "RemoteHost: api.github.com",
-      "RemoteRepo: renv",
-      "RemoteUsername: rstudio",
-      "RemotePkgRef: rstudio/renv",
-      paste("RemoteRef: ", sha),
-      paste("RemoteSha: ", sha)
-    )
-    writeLines(c(desc_lines[desc_lines != ""], remotes_fields), con = desc_path)
-  
-    # Re-tar
-    local({
-      old <- setwd(tempdir)
-      on.exit(setwd(old), add = TRUE)
-  
-      tar(destfile, compression = "gzip")
-    })
-    invisible()
-  }
+    message("OK")
+    return(destfile)
   
-  # Extract the commit hash from a git archive. Git archives include the SHA1
-  # hash as the comment field of the tarball pax extended header
-  # (see https://www.kernel.org/pub/software/scm/git/docs/git-archive.html)
-  # For GitHub archives this should be the first header after the default one
-  # (512 byte) header.
-  renv_bootstrap_git_extract_sha1_tar <- function(bundle) {
-  
-    # open the bundle for reading
-    # We use gzcon for everything because (from ?gzcon)
-    # > Reading from a connection which does not supply a 'gzip' magic
-    # > header is equivalent to reading from the original connection
-    conn <- gzcon(file(bundle, open = "rb", raw = TRUE))
-    on.exit(close(conn))
-  
-    # The default pax header is 512 bytes long and the first pax extended header
-    # with the comment should be 51 bytes long
-    # `52 comment=` (11 chars) + 40 byte SHA1 hash
-    len <- 0x200 + 0x33
-    res <- rawToChar(readBin(conn, "raw", n = len)[0x201:len])
-  
-    if (grepl("^52 comment=", res)) {
-      sub("52 comment=", "", res)
-    } else {
-      NULL
-    }
   }
   
   renv_bootstrap_install <- function(version, tarball, library) {
   
     # attempt to install it into project library
+    message("* Installing renv ", version, " ... ", appendLF = FALSE)
     dir.create(library, showWarnings = FALSE, recursive = TRUE)
-    output <- renv_bootstrap_install_impl(library, tarball)
-  
-    # check for successful install
-    status <- attr(output, "status")
-    if (is.null(status) || identical(status, 0L))
-      return(status)
-  
-    # an error occurred; report it
-    header <- "installation of renv failed"
-    lines <- paste(rep.int("=", nchar(header)), collapse = "")
-    text <- paste(c(header, lines, output), collapse = "\n")
-    stop(text)
-  
-  }
-  
-  renv_bootstrap_install_impl <- function(library, tarball) {
   
     # invoke using system2 so we can capture and report output
     bin <- R.home("bin")
     exe <- if (Sys.info()[["sysname"]] == "Windows") "R.exe" else "R"
-    R <- file.path(bin, exe)
+    r <- file.path(bin, exe)
   
     args <- c(
       "--vanilla", "CMD", "INSTALL", "--no-multiarch",
@@ -569,7 +445,19 @@ local({
       shQuote(path.expand(tarball))
     )
   
-    system2(R, args, stdout = TRUE, stderr = TRUE)
+    output <- system2(r, args, stdout = TRUE, stderr = TRUE)
+    message("Done!")
+  
+    # check for successful install
+    status <- attr(output, "status")
+    if (is.numeric(status) && !identical(status, 0L)) {
+      header <- "Error installing renv:"
+      lines <- paste(rep.int("=", nchar(header)), collapse = "")
+      text <- c(header, lines, output)
+      writeLines(text, con = stderr())
+    }
+  
+    status
   
   }
   
@@ -779,60 +667,32 @@ local({
   
   }
   
-  renv_bootstrap_validate_version <- function(version, description = NULL) {
-  
-    # resolve description file
-    #
-    # avoid passing lib.loc to `packageDescription()` below, since R will
-    # use the loaded version of the package by default anyhow. note that
-    # this function should only be called after 'renv' is loaded
-    # https://github.com/rstudio/renv/issues/1625
-    description <- description %||% packageDescription("renv")
+  renv_bootstrap_validate_version <- function(version) {
   
-    # check whether requested version 'version' matches loaded version of renv
-    sha <- attr(version, "sha", exact = TRUE)
-    valid <- if (!is.null(sha))
-      renv_bootstrap_validate_version_dev(sha, description)
-    else
-      renv_bootstrap_validate_version_release(version, description)
-  
-    if (valid)
+    loadedversion <- utils::packageDescription("renv", fields = "Version")
+    if (version == loadedversion)
       return(TRUE)
   
-    # the loaded version of renv doesn't match the requested version;
-    # give the user instructions on how to proceed
-    remote <- if (!is.null(description[["RemoteSha"]])) {
-      paste("rstudio/renv", description[["RemoteSha"]], sep = "@")
-    } else {
-      paste("renv", description[["Version"]], sep = "@")
-    }
-  
-    # display both loaded version + sha if available
-    friendly <- renv_bootstrap_version_friendly(
-      version = description[["Version"]],
-      sha     = description[["RemoteSha"]]
-    )
+    # assume four-component versions are from GitHub;
+    # three-component versions are from CRAN
+    components <- strsplit(loadedversion, "[.-]")[[1]]
+    remote <- if (length(components) == 4L)
+      paste("rstudio/renv", loadedversion, sep = "@")
+    else
+      paste("renv", loadedversion, sep = "@")
   
     fmt <- paste(
       "renv %1$s was loaded from project library, but this project is configured to use renv %2$s.",
-      "- Use `renv::record(\"%3$s\")` to record renv %1$s in the lockfile.",
-      "- Use `renv::restore(packages = \"renv\")` to install renv %2$s into the project library.",
+      "Use `renv::record(\"%3$s\")` to record renv %1$s in the lockfile.",
+      "Use `renv::restore(packages = \"renv\")` to install renv %2$s into the project library.",
       sep = "\n"
     )
-    catf(fmt, friendly, renv_bootstrap_version_friendly(version), remote)
-  
-    FALSE
   
-  }
+    msg <- sprintf(fmt, loadedversion, version, remote)
+    warning(msg, call. = FALSE)
   
-  renv_bootstrap_validate_version_dev <- function(version, description) {
-    expected <- description[["RemoteSha"]]
-    is.character(expected) && startswith(expected, version)
-  }
+    FALSE
   
-  renv_bootstrap_validate_version_release <- function(version, description) {
-    expected <- description[["Version"]]
-    is.character(expected) && identical(expected, version)
   }
   
   renv_bootstrap_hash_text <- function(text) {
@@ -858,7 +718,7 @@ local({
     hooks <- getHook("renv::autoload")
     for (hook in hooks)
       if (is.function(hook))
-        tryCatch(hook(), error = warnify)
+        tryCatch(hook(), error = warning)
   
     # load the project
     renv::load(project)
@@ -999,40 +859,6 @@ local({
   
   }
   
-  renv_bootstrap_version_friendly <- function(version, shafmt = NULL, sha = NULL) {
-    sha <- sha %||% attr(version, "sha", exact = TRUE)
-    parts <- c(version, sprintf(shafmt %||% " [sha: %s]", substring(sha, 1L, 7L)))
-    paste(parts, collapse = "")
-  }
-  
-  renv_bootstrap_exec <- function(project, libpath, version) {
-    if (!renv_bootstrap_load(project, libpath, version))
-      renv_bootstrap_run(version, libpath)
-  }
-  
-  renv_bootstrap_run <- function(version, libpath) {
-  
-    # perform bootstrap
-    bootstrap(version, libpath)
-  
-    # exit early if we're just testing bootstrap
-    if (!is.na(Sys.getenv("RENV_BOOTSTRAP_INSTALL_ONLY", unset = NA)))
-      return(TRUE)
-  
-    # try again to load
-    if (requireNamespace("renv", lib.loc = libpath, quietly = TRUE)) {
-      return(renv::load(project = getwd()))
-    }
-  
-    # failed to download or load renv; warn the user
-    msg <- c(
-      "Failed to find an renv installation: the project will not be loaded.",
-      "Use `renv::activate()` to re-initialize the project."
-    )
-  
-    warning(paste(msg, collapse = "\n"), call. = FALSE)
-  
-  }
   
   renv_json_read <- function(file = NULL, text = NULL) {
   
@@ -1172,9 +998,35 @@ local({
   # construct full libpath
   libpath <- file.path(root, prefix)
 
-  # run bootstrap code
-  renv_bootstrap_exec(project, libpath, version)
+  # attempt to load
+  if (renv_bootstrap_load(project, libpath, version))
+    return(TRUE)
+
+  # load failed; inform user we're about to bootstrap
+  prefix <- paste("# Bootstrapping renv", version)
+  postfix <- paste(rep.int("-", 77L - nchar(prefix)), collapse = "")
+  header <- paste(prefix, postfix)
+  message(header)
+
+  # perform bootstrap
+  bootstrap(version, libpath)
+
+  # exit early if we're just testing bootstrap
+  if (!is.na(Sys.getenv("RENV_BOOTSTRAP_INSTALL_ONLY", unset = NA)))
+    return(TRUE)
+
+  # try again to load
+  if (requireNamespace("renv", lib.loc = libpath, quietly = TRUE)) {
+    message("* Successfully installed and loaded renv ", version, ".")
+    return(renv::load())
+  }
+
+  # failed to download or load renv; warn the user
+  msg <- c(
+    "Failed to find an renv installation: the project will not be loaded.",
+    "Use `renv::activate()` to re-initialize the project."
+  )
 
-  invisible()
+  warning(paste(msg, collapse = "\n"), call. = FALSE)
 
 })
diff --git a/renv/settings.json b/renv/settings.json
index 5d1b7408..d2f7e2b8 100644
--- a/renv/settings.json
+++ b/renv/settings.json
@@ -7,6 +7,7 @@
     "eddy4R.erf",
     "eddy4R.stor",
     "eddy4R.qaqc",
+    "eddy4R.maps",
     "som",
     "Noble",
     "eddy4R.ucrt",
@@ -19,8 +20,6 @@
     "Depends",
     "LinkingTo"
   ],
-  "ppm.enabled": null,
-  "ppm.ignored.urls": [],
   "r.version": null,
   "snapshot.type": "implicit",
   "use.cache": true,
diff --git a/utilities/flow.inst.dock.renv.R b/utilities/flow.inst.dock.renv.R
index c5f7bc1e..0fe734a7 100644
--- a/utilities/flow.inst.dock.renv.R
+++ b/utilities/flow.inst.dock.renv.R
@@ -101,10 +101,11 @@ renv::consent(provided=TRUE)
 
 # 4.2 specify base directory for repo clone NameDirRepo and for packages
 NameDirRepo <- "/home/eddy/eddy4R"
+#NameDirRepo <- "/home/ddurden/eddy/code/eddy4R_ddurden"
 
 #Dealing with bioconductor
 install.packages("BiocManager")
-BiocManager::install(version = "3.12")
+BiocManager::install(version = "3.16")
 renv::install("bioc::EBImage")
 
 #Restore dependencies using renv
@@ -112,7 +113,7 @@ renv::restore(lockfile=paste0(NameDirRepo,"/renv.lock"))
 
 #base::library(devtools)
 
-NameDirPack <- c( "pack/eddy4R.base", "pack/eddy4R.turb", "pack/eddy4R.stor", "pack/eddy4R.qaqc","pack/Waves")
+NameDirPack <- c( "pack/eddy4R.base", "pack/eddy4R.turb", "pack/eddy4R.stor", "pack/eddy4R.qaqc","pack/eddy4R.maps","pack/Waves")
 Dir <- paste(NameDirRepo, NameDirPack, sep = "/")
 
 # 4.3 actual installation
@@ -149,3 +150,4 @@ renv::install(packages = "REddyProc@1.2"#,
                         # repos=c("https://cran.rstudio.com/",              # for dependencies on CRAN packages
                         #         "http://R-Forge.R-project.org")           # for REddyProc on R-Forge
 )
+#library(stars)
diff --git a/utilities/flow.renv.init.rstr.R b/utilities/flow.renv.init.rstr.R
index 4adae2b8..21fb1518 100644
--- a/utilities/flow.renv.init.rstr.R
+++ b/utilities/flow.renv.init.rstr.R
@@ -42,7 +42,7 @@ options(repos = c( CRANNew = "https://packagemanager.rstudio.com/cran/2023-09-22
 #dirWork <- '~/NEON-IS-data-processing/pack/NEONprocIS.wq'
 #dirWork <- '~/R/NEON-IS-data-processing-homeDir/pack/NEONprocIS.base'
 dirWork <- "/home/ddurden/eddy/code/eddy4R_ddurden"
-PackIgnr <- c("eddy4R.base", "eddy4R.turb", "eddy4R.erf", "eddy4R.stor", "eddy4R.qaqc","som","Noble", "eddy4R.ucrt", "Waves", "accs", "NEONprocIS.base") # These should already be in the respective docker containers
+PackIgnr <- c("eddy4R.base", "eddy4R.turb", "eddy4R.erf", "eddy4R.stor", "eddy4R.qaqc","eddy4R.maps","som","Noble", "eddy4R.ucrt", "Waves", "accs", "NEONprocIS.base") # These should already be in the respective docker containers
 
 # Keep and use the local project that renv creates when creating/updating the lockfile 
 # in dirWork? If TRUE, note .Rprofile and .Rproj files will be created/retained in dirWork, 

From 54dc41aebb3860211b7c53a5a8356d32d448cd53 Mon Sep 17 00:00:00 2001
From: ddurden <daviddurden27@gmail.com>
Date: Mon, 4 Mar 2024 19:15:06 +0000
Subject: [PATCH 52/66] - repackaging with data

---
 pack/eddy4R.maps/DESCRIPTION                |   2 +-
 pack/eddy4R.maps/NAMESPACE                  |   4 ++
 pack/eddy4R.maps/data/CHEESEHEAD.rda        | Bin 0 -> 2508 bytes
 pack/eddy4R.maps/data/NEON.rda              | Bin 0 -> 585182 bytes
 pack/eddy4R.maps/man/def.bbox.Rd            |  45 +++++++++++++++++
 pack/eddy4R.maps/man/def.spat.data.cube.Rd  |  52 ++++++++++++++++++++
 pack/eddy4R.maps/man/plot.flux.spatial.Rd   |  46 +++++++++++++++++
 pack/eddy4R.maps/man/wrap.spat.data.grab.Rd |  30 +++++++++++
 pack/eddy4R.qaqc/man/def.plau.Rd            |   1 -
 9 files changed, 178 insertions(+), 2 deletions(-)
 create mode 100644 pack/eddy4R.maps/data/CHEESEHEAD.rda
 create mode 100644 pack/eddy4R.maps/data/NEON.rda
 create mode 100644 pack/eddy4R.maps/man/def.bbox.Rd
 create mode 100644 pack/eddy4R.maps/man/def.spat.data.cube.Rd
 create mode 100644 pack/eddy4R.maps/man/plot.flux.spatial.Rd
 create mode 100644 pack/eddy4R.maps/man/wrap.spat.data.grab.Rd

diff --git a/pack/eddy4R.maps/DESCRIPTION b/pack/eddy4R.maps/DESCRIPTION
index c88908f7..13311316 100644
--- a/pack/eddy4R.maps/DESCRIPTION
+++ b/pack/eddy4R.maps/DESCRIPTION
@@ -34,4 +34,4 @@ License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
 Encoding: UTF-8
 LazyData: true
 Roxygen: list(markdown = TRUE)
-RoxygenNote: 7.1.1
+RoxygenNote: 7.2.3
diff --git a/pack/eddy4R.maps/NAMESPACE b/pack/eddy4R.maps/NAMESPACE
index 6ae92683..5f3d2d22 100644
--- a/pack/eddy4R.maps/NAMESPACE
+++ b/pack/eddy4R.maps/NAMESPACE
@@ -1,2 +1,6 @@
 # Generated by roxygen2: do not edit by hand
 
+S3method(plot,flux.spatial)
+export(def.bbox)
+export(def.spat.data.cube)
+export(wrap.spat.data.grab)
diff --git a/pack/eddy4R.maps/data/CHEESEHEAD.rda b/pack/eddy4R.maps/data/CHEESEHEAD.rda
new file mode 100644
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diff --git a/pack/eddy4R.maps/man/def.bbox.Rd b/pack/eddy4R.maps/man/def.bbox.Rd
new file mode 100644
index 00000000..a002e001
--- /dev/null
+++ b/pack/eddy4R.maps/man/def.bbox.Rd
@@ -0,0 +1,45 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/def.bbox.R
+\name{def.bbox}
+\alias{def.bbox}
+\title{definition function to create bounding box}
+\usage{
+def.bbox(
+  site = c("NEON:CPER", "CHEESEHEAD")[2],
+  crs = "EPSG:4326",
+  pad_box = FALSE,
+  pad_degree = 0.5,
+  lat = NULL,
+  lon = NULL
+)
+}
+\arguments{
+\item{site}{the site to use to grab the bounding box}
+
+\item{crs}{coordinate reference system (Defaults to "EPSG:4326")}
+
+\item{pad_box}{logical to determine if padding should be applied to bounding box (defaults to FALSE)}
+
+\item{pad_degree}{decimal degree of latitude and longitude to pad the bounding box (defaults to 0.1)}
+}
+\value{
+list containing shapefile data and bbox
+}
+\description{
+Function definition. Read in shapefile or create a bounding box
+by adding an extent to Lat/Lon for grabbing STAC data with a padding option.
+}
+\examples{
+Currently none
+}
+\references{
+License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+}
+\seealso{
+Currently none
+}
+\author{
+David Durden
+}
+\keyword{constants}
+\keyword{natural}
diff --git a/pack/eddy4R.maps/man/def.spat.data.cube.Rd b/pack/eddy4R.maps/man/def.spat.data.cube.Rd
new file mode 100644
index 00000000..9db771d5
--- /dev/null
+++ b/pack/eddy4R.maps/man/def.spat.data.cube.Rd
@@ -0,0 +1,52 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/def.spat.data.cube.R
+\name{def.spat.data.cube}
+\alias{def.spat.data.cube}
+\title{Download data from Microsoft planetary comuputer}
+\usage{
+def.spat.data.cube(
+  start_date,
+  end_date,
+  box,
+  collection = "modis-15A2H-061",
+  asset_name = "Lai_500m",
+  srs = "EPSG:4326",
+  dx = 0.1,
+  dy = 0.1,
+  dt = "P30D",
+  aggregation = "mean",
+  resampling = "near"
+)
+}
+\arguments{
+\item{start_date}{start date as character format yyyy-mm-dd}
+
+\item{end_date}{end date as character format yyyy-mm-dd}
+
+\item{box}{numberic vector in the format of (xmin, ymin, xmax, ymax)}
+
+\item{collection}{name of planetary collection}
+
+\item{asset_name}{mame of asset}
+
+\item{srs}{target spatial reference system as a string; can be a proj4 definition, WKT, or in the form "EPSG:XXXX"}
+
+\item{dx}{size of pixels in x-direction (longitude / easting)}
+
+\item{dy}{size of pixels in y-direction (latitude / northing)}
+
+\item{dt}{size of pixels in time-direction, expressed as ISO8601 period string (only 1 number and unit is allowed) such as "P16D"}
+
+\item{aggregation}{aggregation method as string, defining how to deal with pixels containing data from multiple images, can be "min", "max", "mean", "median", or "first"}
+
+\item{resampling}{resampling method used in gdalwarp when images are read, can be "near", "bilinear", "bicubic" or others as supported by gdalwarp (see https://gdal.org/programs/gdalwarp.html)}
+}
+\value{
+A data cube proxy object
+}
+\description{
+Download data from Microsoft planetary comuputer
+}
+\examples{
+ingest_planetary_data(start_date = "2022-01-01", end_date = "2023-07-01", box =  c("xmin" = -123, "ymin" = 39, "xmax" = -122, "ymax" = 40))
+}
diff --git a/pack/eddy4R.maps/man/plot.flux.spatial.Rd b/pack/eddy4R.maps/man/plot.flux.spatial.Rd
new file mode 100644
index 00000000..2ed3c78b
--- /dev/null
+++ b/pack/eddy4R.maps/man/plot.flux.spatial.Rd
@@ -0,0 +1,46 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/def.plot.flux.spatial.R
+\name{plot.flux.spatial}
+\alias{plot.flux.spatial}
+\title{Definition function: Plot fluxes on a basemap}
+\usage{
+\method{plot}{flux.spatial}(
+  input_path,
+  output_path,
+  colormap = "viridis",
+  opacity = 0.5,
+  basemap_style = "OpenStreetMap",
+  interactive = FALSE
+)
+}
+\arguments{
+\item{input_path}{A spatial file or folder of spatial files to plot on the basemap.}
+
+\item{output_path}{A string for the folder location to save output maps.}
+
+\item{basemap_style}{For a list of basemap styles use names(providers)}
+
+\item{interactive}{If FALSE - plots the flux(es) onto a static basemap. If TRUE, plots the flux(es) onto an interactive basemap.}
+}
+\description{
+Function definition. This function saves a GeoTiff flux map onto a static basemap or an interactive html map.
+}
+\examples{
+
+path_in = "/path/to/folder/of/tif/files"
+path_out = "/path/to/desired/output/location"
+plot.flux.spatial(path_in, path_out, 'viridis', opacity = 0.5,'OpenStreetMap', TRUE)
+
+}
+\references{
+License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
+}
+\seealso{
+Currently none.
+}
+\author{
+Sam Bower \email{sbower@atmofacts.com}
+}
+\keyword{flux}
+\keyword{mapping}
+\keyword{visualization,}
diff --git a/pack/eddy4R.maps/man/wrap.spat.data.grab.Rd b/pack/eddy4R.maps/man/wrap.spat.data.grab.Rd
new file mode 100644
index 00000000..f1be9438
--- /dev/null
+++ b/pack/eddy4R.maps/man/wrap.spat.data.grab.Rd
@@ -0,0 +1,30 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/wrap.spat.data.R
+\name{wrap.spat.data.grab}
+\alias{wrap.spat.data.grab}
+\title{Generate spatial targets}
+\usage{
+wrap.spat.data.grab(
+  dir = tempdir(),
+  dateBgn = "2019-05-01",
+  dateEnd = "2019-11-30",
+  site = c("NEON:HARV", "CHEESEHEAD")[2],
+  dt = "P1M",
+  dx = 0.1,
+  dy = 0.1
+)
+}
+\arguments{
+\item{dir}{A directory of .tif files for scoring}
+
+\item{site_id}{The side ID of the area being forecasted. Currently "august_complex" is the only option.}
+}
+\value{
+message from minio submission
+}
+\description{
+Generate spatial targets
+}
+\examples{
+spat4cast_submit(dir = "targets", site_id = "august_complex")
+}
diff --git a/pack/eddy4R.qaqc/man/def.plau.Rd b/pack/eddy4R.qaqc/man/def.plau.Rd
index 65d402c7..35fded23 100644
--- a/pack/eddy4R.qaqc/man/def.plau.Rd
+++ b/pack/eddy4R.qaqc/man/def.plau.Rd
@@ -56,7 +56,6 @@ data <- data.frame(x=rnorm(1000,mean=0,sd=1)) # Start off with a vector of 1000
 data$x[c(20,50,500,90)] <- 50 # insert some spikes
 data$x[600:699] <- rnorm(100,mean=0,sd=0.001) # Add some "stuck" data
 data$x[800:810] <- NA
-data$x[400:450] <- Inf # Results in Error
 RngMin <- -4
 RngMax <- 4
 DiffStepMax <- 6

From 9a76c716e562f828656fba1ec9f5631f6750851f Mon Sep 17 00:00:00 2001
From: ddurden <daviddurden27@gmail.com>
Date: Mon, 4 Mar 2024 20:58:05 +0000
Subject: [PATCH 53/66] - updating functions

---
 pack/eddy4R.maps/R/def.bbox.R           | 17 +++++++---
 pack/eddy4R.maps/R/def.spat.data.cube.R |  4 +--
 pack/eddy4R.maps/R/wrap.spat.data.R     | 42 ++++++++++++-------------
 3 files changed, 35 insertions(+), 28 deletions(-)

diff --git a/pack/eddy4R.maps/R/def.bbox.R b/pack/eddy4R.maps/R/def.bbox.R
index b3d357f3..d450457a 100644
--- a/pack/eddy4R.maps/R/def.bbox.R
+++ b/pack/eddy4R.maps/R/def.bbox.R
@@ -7,7 +7,7 @@
 #' @description Function definition. Read in shapefile or create a bounding box
 #'  by adding an extent to Lat/Lon for grabbing STAC data with a padding option.
 
-#' @param dir directory where shapefiles are located 
+#' @param site the site to use to grab the bounding box
 #' @param crs coordinate reference system (Defaults to "EPSG:4326")
 #' @param pad_box logical to determine if padding should be applied to bounding box (defaults to FALSE)
 #' @param pad_degree decimal degree of latitude and longitude to pad the bounding box (defaults to 0.1) 
@@ -30,7 +30,7 @@
 #     original creation 
 ##############################################################################################
 def.bbox <- function(
-    DirInp = NULL, 
+    site = c("CPER", "CHEESEHEAD")[2], 
     crs = "EPSG:4326",
     pad_box = FALSE,
     pad_degree = 0.5,
@@ -42,8 +42,15 @@ def.bbox <- function(
   out <- list()
   
   ## read shape file
-  if(!is.null(DirInp)) {
-    out$shp <- sf::read_sf(dsn = DirInp, "mask")
+  if(!is.null(site)) {
+    if(site == "CHEESEHEAD"){
+    
+    out$shp <-eddy4R.maps::CHEESEHEAD
+    }else{
+    
+    out$shp <- dplyr::filter(eddy4R.maps::NEON$siteID == site)
+    }
+      #sf::read_sf(dsn = DirInp, "mask")
     #generate bounding box
     out$bbox <- out$shp |> sf::st_transform(crs=crs) |> sf::st_bbox()
     
@@ -68,4 +75,4 @@ def.bbox <- function(
   
   #Return output list with shp and bbox
   return(out)
-}
\ No newline at end of file
+}
diff --git a/pack/eddy4R.maps/R/def.spat.data.cube.R b/pack/eddy4R.maps/R/def.spat.data.cube.R
index 04f9e511..daa1c177 100644
--- a/pack/eddy4R.maps/R/def.spat.data.cube.R
+++ b/pack/eddy4R.maps/R/def.spat.data.cube.R
@@ -24,7 +24,7 @@ def.spat.data.cube <- function(start_date,
                                   srs = "EPSG:4326",
                                   dx = 0.1, 
                                   dy = 0.1, 
-                                  dt = "P30D",
+                                  dt = "P1M",
                                   aggregation = "mean",
                                   resampling = "near"){
   
@@ -34,7 +34,7 @@ def.spat.data.cube <- function(start_date,
   # get STACItemCollection
   matches <-
     rstac::stac("https://planetarycomputer.microsoft.com/api/stac/v1") |>
-    stac_search(collections = collection,
+    rstac::stac_search(collections = collection,
                 datetime = paste(start_date, end_date, sep = "/"),
                 bbox = c(box)) |>
     get_request() |>
diff --git a/pack/eddy4R.maps/R/wrap.spat.data.R b/pack/eddy4R.maps/R/wrap.spat.data.R
index 46c9967d..4f9d0e69 100644
--- a/pack/eddy4R.maps/R/wrap.spat.data.R
+++ b/pack/eddy4R.maps/R/wrap.spat.data.R
@@ -11,24 +11,24 @@
 
 
 wrap.spat.data.grab <- function(
-    dir = "targets", 
+    dir = tempdir(), 
     dateBgn = "2019-05-01",
-    dateEnd = "2019-11-30",
-    site = c("cheesehead")[1],
-    dt = "P1M",
+    dateEnd = "2019-10-31",
+    site = c("CPER", "CHEESEHEAD")[2],
+    dt = "P30D",
     dx = 0.1,
     dy = 0.1
 )
 {
   
-  print(paste0("Grabbing spatial data at ", Sys.time(), "for", site))
+  print(paste0("Grabbing spatial data at ", Sys.time(), " for ", site))
   
-  # library(here)
-  # library(sf)
-  # library(lubridate)
-  # library(gdalcubes)
-  # library(rstac)
-  # library(stars)
+  library(here)
+  library(sf)
+  library(lubridate)
+  library(gdalcubes)
+  library(rstac)
+  library(stars)
   
   
   
@@ -36,7 +36,7 @@ wrap.spat.data.grab <- function(
  # for (f in list.files(here::here("R"), full.names = TRUE)) source (f)
 
   #Create fire bounding box
-  bbox <- def.bbox(lat =  45.94625, lon = -90.27276, pad_box = TRUE)
+  bbox <- def.bbox(site = site, pad_box = TRUE)
   
   #Target date
   dateBgn <- lubridate::floor_date(as.Date(dateBgn), "month") #first day of the month
@@ -46,25 +46,25 @@ wrap.spat.data.grab <- function(
   gdalcubes::gdalcubes_options(parallel=TRUE)
   
   # use ingest_planetary_data function to extract raster cube for fire bounding box between Jan 1 2002 and July 1 2023.
-  raster_cube <- ingest_planetary_data(start_date = dateBgn, 
+  raster_cube <- def.spat.data.cube(start_date = dateBgn, 
                                        end_date = dateEnd, 
                                        box = bbox$bbox,
                                        srs = "EPSG:4326",
                                        dx = dx, 
                                        dy = dy, 
-                                       dt = "P1M",
+                                       dt = dt,
                                        collection = "modis-15A2H-061",
                                        asset_name = "Lai_500m")
   
   
   
   # create target file
-  target <- create_target_file(cuberast = raster_cube,
-                               site_id = site_id,
-                               date = as.character(date),
-                               dir = tempdir(),
-                               bucket = "efi/spat4cast-targets",
-                               mask = fire_box$maskLayer)
-  
+  # target <- create_target_file(cuberast = raster_cube,
+  #                              site_id = site_id,
+  #                              date = as.character(date),
+  #                              dir = tempdir(),
+  #                              bucket = "efi/spat4cast-targets",
+  #                              mask = fire_box$maskLayer)
+  # 
   
 } #End of function
\ No newline at end of file

From 6a988ee839f8a8c84b624b7157921cea8cae946d Mon Sep 17 00:00:00 2001
From: ddurden <daviddurden27@gmail.com>
Date: Thu, 7 Mar 2024 03:19:21 +0000
Subject: [PATCH 54/66] - updating rstac package to fix download bug

---
 pack/eddy4R.maps/R/wrap.spat.data.R | 2 +-
 utilities/flow.renv.init.rstr.R     | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/pack/eddy4R.maps/R/wrap.spat.data.R b/pack/eddy4R.maps/R/wrap.spat.data.R
index 4f9d0e69..5618ce49 100644
--- a/pack/eddy4R.maps/R/wrap.spat.data.R
+++ b/pack/eddy4R.maps/R/wrap.spat.data.R
@@ -15,7 +15,7 @@ wrap.spat.data.grab <- function(
     dateBgn = "2019-05-01",
     dateEnd = "2019-10-31",
     site = c("CPER", "CHEESEHEAD")[2],
-    dt = "P30D",
+    dt = "P1M",
     dx = 0.1,
     dy = 0.1
 )
diff --git a/utilities/flow.renv.init.rstr.R b/utilities/flow.renv.init.rstr.R
index 21fb1518..fb3b7ff3 100644
--- a/utilities/flow.renv.init.rstr.R
+++ b/utilities/flow.renv.init.rstr.R
@@ -34,7 +34,7 @@
 
 # ------ Choose options --------
 #Be sure to set repos to pull packages from (example from last release):
-options(repos = c( CRANNew = "https://packagemanager.rstudio.com/cran/2023-09-22", GCPFIX = "https://packagemanager.rstudio.com/cran/2023-04-17", FIX = "https://packagemanager.rstudio.com/cran/2022-11-30", CRAN =  "https://packagemanager.rstudio.com/cran/2022-02-28"))
+options(repos = c( CRANNew = "https://packagemanager.rstudio.com/cran/2023-10-22", GCPFIX = "https://packagemanager.rstudio.com/cran/2023-04-17", FIX = "https://packagemanager.rstudio.com/cran/2022-11-30", CRAN =  "https://packagemanager.rstudio.com/cran/2022-02-28"))
 
 
 

From 810f8e42f4e107589c732d8d1aae4a76756302ab Mon Sep 17 00:00:00 2001
From: ddurden <daviddurden27@gmail.com>
Date: Wed, 5 Jun 2024 13:29:53 +0000
Subject: [PATCH 55/66] - updating spatial data functions

---
 pack/eddy4R.maps/R/def.spat.data.cube.R |  4 ++--
 pack/eddy4R.maps/R/wrap.spat.data.R     | 14 +++++++-------
 2 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/pack/eddy4R.maps/R/def.spat.data.cube.R b/pack/eddy4R.maps/R/def.spat.data.cube.R
index daa1c177..2e8a717d 100644
--- a/pack/eddy4R.maps/R/def.spat.data.cube.R
+++ b/pack/eddy4R.maps/R/def.spat.data.cube.R
@@ -19,8 +19,8 @@
 def.spat.data.cube <- function(start_date,
                                   end_date,
                                   box,
-                                  collection = "modis-15A2H-061",
-                                  asset_name = "Lai_500m",
+                                  collection = c("modis-15A2H-061", "sentinel-3-slstr-lst-l2-netcdf")[2],
+                                  asset_name = c("Lai_500m", "lst-in")[2],
                                   srs = "EPSG:4326",
                                   dx = 0.1, 
                                   dy = 0.1, 
diff --git a/pack/eddy4R.maps/R/wrap.spat.data.R b/pack/eddy4R.maps/R/wrap.spat.data.R
index 5618ce49..9fc88c94 100644
--- a/pack/eddy4R.maps/R/wrap.spat.data.R
+++ b/pack/eddy4R.maps/R/wrap.spat.data.R
@@ -13,7 +13,7 @@
 wrap.spat.data.grab <- function(
     dir = tempdir(), 
     dateBgn = "2019-05-01",
-    dateEnd = "2019-10-31",
+    dateEnd = "2019-11-30",
     site = c("CPER", "CHEESEHEAD")[2],
     dt = "P1M",
     dx = 0.1,
@@ -23,12 +23,12 @@ wrap.spat.data.grab <- function(
   
   print(paste0("Grabbing spatial data at ", Sys.time(), " for ", site))
   
-  library(here)
   library(sf)
   library(lubridate)
   library(gdalcubes)
   library(rstac)
   library(stars)
+  library(dplyr)
   
   
   
@@ -36,7 +36,7 @@ wrap.spat.data.grab <- function(
  # for (f in list.files(here::here("R"), full.names = TRUE)) source (f)
 
   #Create fire bounding box
-  bbox <- def.bbox(site = site, pad_box = TRUE)
+  bbox  <- eddy4R.maps::def.bbox(site = site, pad_box = TRUE)
   
   #Target date
   dateBgn <- lubridate::floor_date(as.Date(dateBgn), "month") #first day of the month
@@ -46,15 +46,13 @@ wrap.spat.data.grab <- function(
   gdalcubes::gdalcubes_options(parallel=TRUE)
   
   # use ingest_planetary_data function to extract raster cube for fire bounding box between Jan 1 2002 and July 1 2023.
-  raster_cube <- def.spat.data.cube(start_date = dateBgn, 
+  raster_cube <- eddy4R.maps::def.spat.data.cube(start_date = dateBgn, 
                                        end_date = dateEnd, 
                                        box = bbox$bbox,
                                        srs = "EPSG:4326",
                                        dx = dx, 
                                        dy = dy, 
-                                       dt = dt,
-                                       collection = "modis-15A2H-061",
-                                       asset_name = "Lai_500m")
+                                       dt = dt)
   
   
   
@@ -67,4 +65,6 @@ wrap.spat.data.grab <- function(
   #                              mask = fire_box$maskLayer)
   # 
   
+  return(raster_cube)
+  
 } #End of function
\ No newline at end of file

From c732b6baf964b05cd417d70646c4abd54aee8cf2 Mon Sep 17 00:00:00 2001
From: ddurden <daviddurden27@gmail.com>
Date: Wed, 5 Jun 2024 14:51:18 +0000
Subject: [PATCH 56/66] -repackaging

---
 pack/eddy4R.base/man/Logger.Singleton.Rd | 78 +++++++++++-------------
 1 file changed, 36 insertions(+), 42 deletions(-)

diff --git a/pack/eddy4R.base/man/Logger.Singleton.Rd b/pack/eddy4R.base/man/Logger.Singleton.Rd
index 394c849f..f35b9ad7 100644
--- a/pack/eddy4R.base/man/Logger.Singleton.Rd
+++ b/pack/eddy4R.base/man/Logger.Singleton.Rd
@@ -28,29 +28,23 @@ print(log_entries)
 \section{Methods}{
 \subsection{Public methods}{
 \itemize{
-\item \href{#method-new}{\code{Logger.Singleton$new()}}
-\item \href{#method-set_logging_level}{\code{Logger.Singleton$set_logging_level()}}
-\item \href{#method-set_log_file}{\code{Logger.Singleton$set_log_file()}}
-\item \href{#method-log_message}{\code{Logger.Singleton$log_message()}}
-\item \href{#method-debug}{\code{Logger.Singleton$debug()}}
-\item \href{#method-info}{\code{Logger.Singleton$info()}}
-\item \href{#method-warn}{\code{Logger.Singleton$warn()}}
-\item \href{#method-error}{\code{Logger.Singleton$error()}}
-\item \href{#method-get_log_entries}{\code{Logger.Singleton$get_log_entries()}}
-\item \href{#method-get_logging_level}{\code{Logger.Singleton$get_logging_level()}}
-\item \href{#method-get_log_file}{\code{Logger.Singleton$get_log_file()}}
-\item \href{#method-clone}{\code{Logger.Singleton$clone()}}
-}
-}
-\if{html}{
-\out{<details open ><summary>Inherited methods</summary>}
-\itemize{
+\item \href{#method-Logger.Singleton-new}{\code{Logger.Singleton$new()}}
+\item \href{#method-Logger.Singleton-set_logging_level}{\code{Logger.Singleton$set_logging_level()}}
+\item \href{#method-Logger.Singleton-set_log_file}{\code{Logger.Singleton$set_log_file()}}
+\item \href{#method-Logger.Singleton-log_message}{\code{Logger.Singleton$log_message()}}
+\item \href{#method-Logger.Singleton-debug}{\code{Logger.Singleton$debug()}}
+\item \href{#method-Logger.Singleton-info}{\code{Logger.Singleton$info()}}
+\item \href{#method-Logger.Singleton-warn}{\code{Logger.Singleton$warn()}}
+\item \href{#method-Logger.Singleton-error}{\code{Logger.Singleton$error()}}
+\item \href{#method-Logger.Singleton-get_log_entries}{\code{Logger.Singleton$get_log_entries()}}
+\item \href{#method-Logger.Singleton-get_logging_level}{\code{Logger.Singleton$get_logging_level()}}
+\item \href{#method-Logger.Singleton-get_log_file}{\code{Logger.Singleton$get_log_file()}}
+\item \href{#method-Logger.Singleton-clone}{\code{Logger.Singleton$clone()}}
 }
-\out{</details>}
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-new"></a>}}
-\if{latex}{\out{\hypertarget{method-new}{}}}
+\if{html}{\out{<a id="method-Logger.Singleton-new"></a>}}
+\if{latex}{\out{\hypertarget{method-Logger.Singleton-new}{}}}
 \subsection{Method \code{new()}}{
 \subsection{Usage}{
 \if{html}{\out{<div class="r">}}\preformatted{Logger.Singleton$new(logging_level = NULL, log_file = NULL)}\if{html}{\out{</div>}}
@@ -67,8 +61,8 @@ print(log_entries)
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-set_logging_level"></a>}}
-\if{latex}{\out{\hypertarget{method-set_logging_level}{}}}
+\if{html}{\out{<a id="method-Logger.Singleton-set_logging_level"></a>}}
+\if{latex}{\out{\hypertarget{method-Logger.Singleton-set_logging_level}{}}}
 \subsection{Method \code{set_logging_level()}}{
 \subsection{Usage}{
 \if{html}{\out{<div class="r">}}\preformatted{Logger.Singleton$set_logging_level(level)}\if{html}{\out{</div>}}
@@ -83,8 +77,8 @@ print(log_entries)
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-set_log_file"></a>}}
-\if{latex}{\out{\hypertarget{method-set_log_file}{}}}
+\if{html}{\out{<a id="method-Logger.Singleton-set_log_file"></a>}}
+\if{latex}{\out{\hypertarget{method-Logger.Singleton-set_log_file}{}}}
 \subsection{Method \code{set_log_file()}}{
 \subsection{Usage}{
 \if{html}{\out{<div class="r">}}\preformatted{Logger.Singleton$set_log_file(file)}\if{html}{\out{</div>}}
@@ -99,8 +93,8 @@ print(log_entries)
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-log_message"></a>}}
-\if{latex}{\out{\hypertarget{method-log_message}{}}}
+\if{html}{\out{<a id="method-Logger.Singleton-log_message"></a>}}
+\if{latex}{\out{\hypertarget{method-Logger.Singleton-log_message}{}}}
 \subsection{Method \code{log_message()}}{
 \subsection{Usage}{
 \if{html}{\out{<div class="r">}}\preformatted{Logger.Singleton$log_message(level, message)}\if{html}{\out{</div>}}
@@ -117,8 +111,8 @@ print(log_entries)
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-debug"></a>}}
-\if{latex}{\out{\hypertarget{method-debug}{}}}
+\if{html}{\out{<a id="method-Logger.Singleton-debug"></a>}}
+\if{latex}{\out{\hypertarget{method-Logger.Singleton-debug}{}}}
 \subsection{Method \code{debug()}}{
 \subsection{Usage}{
 \if{html}{\out{<div class="r">}}\preformatted{Logger.Singleton$debug(message)}\if{html}{\out{</div>}}
@@ -133,8 +127,8 @@ print(log_entries)
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-info"></a>}}
-\if{latex}{\out{\hypertarget{method-info}{}}}
+\if{html}{\out{<a id="method-Logger.Singleton-info"></a>}}
+\if{latex}{\out{\hypertarget{method-Logger.Singleton-info}{}}}
 \subsection{Method \code{info()}}{
 \subsection{Usage}{
 \if{html}{\out{<div class="r">}}\preformatted{Logger.Singleton$info(message)}\if{html}{\out{</div>}}
@@ -149,8 +143,8 @@ print(log_entries)
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-warn"></a>}}
-\if{latex}{\out{\hypertarget{method-warn}{}}}
+\if{html}{\out{<a id="method-Logger.Singleton-warn"></a>}}
+\if{latex}{\out{\hypertarget{method-Logger.Singleton-warn}{}}}
 \subsection{Method \code{warn()}}{
 \subsection{Usage}{
 \if{html}{\out{<div class="r">}}\preformatted{Logger.Singleton$warn(message)}\if{html}{\out{</div>}}
@@ -165,8 +159,8 @@ print(log_entries)
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-error"></a>}}
-\if{latex}{\out{\hypertarget{method-error}{}}}
+\if{html}{\out{<a id="method-Logger.Singleton-error"></a>}}
+\if{latex}{\out{\hypertarget{method-Logger.Singleton-error}{}}}
 \subsection{Method \code{error()}}{
 \subsection{Usage}{
 \if{html}{\out{<div class="r">}}\preformatted{Logger.Singleton$error(message)}\if{html}{\out{</div>}}
@@ -181,8 +175,8 @@ print(log_entries)
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-get_log_entries"></a>}}
-\if{latex}{\out{\hypertarget{method-get_log_entries}{}}}
+\if{html}{\out{<a id="method-Logger.Singleton-get_log_entries"></a>}}
+\if{latex}{\out{\hypertarget{method-Logger.Singleton-get_log_entries}{}}}
 \subsection{Method \code{get_log_entries()}}{
 \subsection{Usage}{
 \if{html}{\out{<div class="r">}}\preformatted{Logger.Singleton$get_log_entries()}\if{html}{\out{</div>}}
@@ -190,8 +184,8 @@ print(log_entries)
 
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-get_logging_level"></a>}}
-\if{latex}{\out{\hypertarget{method-get_logging_level}{}}}
+\if{html}{\out{<a id="method-Logger.Singleton-get_logging_level"></a>}}
+\if{latex}{\out{\hypertarget{method-Logger.Singleton-get_logging_level}{}}}
 \subsection{Method \code{get_logging_level()}}{
 \subsection{Usage}{
 \if{html}{\out{<div class="r">}}\preformatted{Logger.Singleton$get_logging_level()}\if{html}{\out{</div>}}
@@ -199,8 +193,8 @@ print(log_entries)
 
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-get_log_file"></a>}}
-\if{latex}{\out{\hypertarget{method-get_log_file}{}}}
+\if{html}{\out{<a id="method-Logger.Singleton-get_log_file"></a>}}
+\if{latex}{\out{\hypertarget{method-Logger.Singleton-get_log_file}{}}}
 \subsection{Method \code{get_log_file()}}{
 \subsection{Usage}{
 \if{html}{\out{<div class="r">}}\preformatted{Logger.Singleton$get_log_file()}\if{html}{\out{</div>}}
@@ -208,8 +202,8 @@ print(log_entries)
 
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-clone"></a>}}
-\if{latex}{\out{\hypertarget{method-clone}{}}}
+\if{html}{\out{<a id="method-Logger.Singleton-clone"></a>}}
+\if{latex}{\out{\hypertarget{method-Logger.Singleton-clone}{}}}
 \subsection{Method \code{clone()}}{
 The objects of this class are cloneable with this method.
 \subsection{Usage}{

From d1f9b6db476ceb596e0e5f727d18af9f501ff5c0 Mon Sep 17 00:00:00 2001
From: ddurden <daviddurden27@gmail.com>
Date: Thu, 6 Jun 2024 06:21:36 +0000
Subject: [PATCH 57/66] - repackaging

---
 pack/eddy4R.maps/man/def.bbox.Rd              | 20 +-------
 pack/eddy4R.maps/man/def.plot.flux.animate.Rd |  3 --
 .../man/def.plot.flux.interactive.Rd          |  3 --
 pack/eddy4R.maps/man/def.plot.flux.static.Rd  |  3 --
 pack/eddy4R.maps/man/def.spat.data.cube.Rd    | 17 ++-----
 pack/eddy4R.maps/man/plot.flux.spatial.Rd     | 46 -------------------
 pack/eddy4R.maps/man/wrap.spat.data.grab.Rd   | 21 +--------
 7 files changed, 6 insertions(+), 107 deletions(-)
 delete mode 100644 pack/eddy4R.maps/man/plot.flux.spatial.Rd

diff --git a/pack/eddy4R.maps/man/def.bbox.Rd b/pack/eddy4R.maps/man/def.bbox.Rd
index 7329fab0..33f0ba89 100644
--- a/pack/eddy4R.maps/man/def.bbox.Rd
+++ b/pack/eddy4R.maps/man/def.bbox.Rd
@@ -5,11 +5,7 @@
 \title{definition function to create bounding box}
 \usage{
 def.bbox(
-<<<<<<< HEAD
-  site = c("NEON:CPER", "CHEESEHEAD")[2],
-=======
-  DirInp = NULL,
->>>>>>> atmo/maps
+  site = c("CPER", "CHEESEHEAD")[2],
   crs = "EPSG:4326",
   pad_box = FALSE,
   pad_degree = 0.5,
@@ -18,21 +14,13 @@ def.bbox(
 )
 }
 \arguments{
-<<<<<<< HEAD
 \item{site}{the site to use to grab the bounding box}
 
-=======
->>>>>>> atmo/maps
 \item{crs}{coordinate reference system (Defaults to "EPSG:4326")}
 
 \item{pad_box}{logical to determine if padding should be applied to bounding box (defaults to FALSE)}
 
 \item{pad_degree}{decimal degree of latitude and longitude to pad the bounding box (defaults to 0.1)}
-<<<<<<< HEAD
-=======
-
-\item{dir}{directory where shapefiles are located}
->>>>>>> atmo/maps
 }
 \value{
 list containing shapefile data and bbox
@@ -52,13 +40,7 @@ Currently none
 }
 \author{
 David Durden
-<<<<<<< HEAD
-}
-\keyword{constants}
-\keyword{natural}
-=======
 Stefan Metzger \email{smetzger@atmofacts.com}
 }
 \keyword{Currently}
 \keyword{none}
->>>>>>> atmo/maps
diff --git a/pack/eddy4R.maps/man/def.plot.flux.animate.Rd b/pack/eddy4R.maps/man/def.plot.flux.animate.Rd
index 587e8160..1939c3fb 100644
--- a/pack/eddy4R.maps/man/def.plot.flux.animate.Rd
+++ b/pack/eddy4R.maps/man/def.plot.flux.animate.Rd
@@ -32,9 +32,6 @@ def.plot.flux.animate(
 \item{legend}{Boolean. If legend plots on the map}
 
 \item{delay}{The delay time in the animation.}
-}
-\value{
-
 }
 \description{
 Function definition. This function creates an animated flux map visualization for temporal flux map data contained in a folder.
diff --git a/pack/eddy4R.maps/man/def.plot.flux.interactive.Rd b/pack/eddy4R.maps/man/def.plot.flux.interactive.Rd
index f28fb199..b4029cbf 100644
--- a/pack/eddy4R.maps/man/def.plot.flux.interactive.Rd
+++ b/pack/eddy4R.maps/man/def.plot.flux.interactive.Rd
@@ -20,9 +20,6 @@ def.plot.flux.interactive(
 \item{alpha}{Raster opacity}
 
 \item{colormap}{palette_explorer() for palette options}
-}
-\value{
-
 }
 \description{
 Function definition. This function creates an interactive flux map visualization that can be used in R viewer or in a web browser.
diff --git a/pack/eddy4R.maps/man/def.plot.flux.static.Rd b/pack/eddy4R.maps/man/def.plot.flux.static.Rd
index 51028e71..bd036f41 100644
--- a/pack/eddy4R.maps/man/def.plot.flux.static.Rd
+++ b/pack/eddy4R.maps/man/def.plot.flux.static.Rd
@@ -35,9 +35,6 @@ def.plot.flux.static(
 \item{style}{quantile, equal, cont, cat}
 
 \item{color_n}{color categories in palette}
-}
-\value{
-
 }
 \description{
 Function definition. This function creates a flux map visualization on a user defined basemap.
diff --git a/pack/eddy4R.maps/man/def.spat.data.cube.Rd b/pack/eddy4R.maps/man/def.spat.data.cube.Rd
index 5a507a96..4cbbfa1a 100644
--- a/pack/eddy4R.maps/man/def.spat.data.cube.Rd
+++ b/pack/eddy4R.maps/man/def.spat.data.cube.Rd
@@ -2,22 +2,18 @@
 % Please edit documentation in R/def.spat.data.cube.R
 \name{def.spat.data.cube}
 \alias{def.spat.data.cube}
-<<<<<<< HEAD
-\title{Download data from Microsoft planetary comuputer}
-=======
 \title{definition function to download data from Microsoft planetary computer}
->>>>>>> atmo/maps
 \usage{
 def.spat.data.cube(
   start_date,
   end_date,
   box,
-  collection = "modis-15A2H-061",
-  asset_name = "Lai_500m",
+  collection = c("modis-15A2H-061", "sentinel-3-slstr-lst-l2-netcdf")[2],
+  asset_name = c("Lai_500m", "lst-in")[2],
   srs = "EPSG:4326",
   dx = 0.1,
   dy = 0.1,
-  dt = "P30D",
+  dt = "P1M",
   aggregation = "mean",
   resampling = "near"
 )
@@ -49,17 +45,11 @@ def.spat.data.cube(
 A data cube proxy object
 }
 \description{
-<<<<<<< HEAD
-Download data from Microsoft planetary comuputer
-=======
 Function definition. Download data from Microsoft planetary computer
->>>>>>> atmo/maps
 }
 \examples{
 ingest_planetary_data(start_date = "2022-01-01", end_date = "2023-07-01", box =  c("xmin" = -123, "ymin" = 39, "xmax" = -122, "ymax" = 40))
 }
-<<<<<<< HEAD
-=======
 \references{
 License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
 }
@@ -72,4 +62,3 @@ Stefan Metzger \email{smetzger@atmofacts.com}
 }
 \keyword{Currently}
 \keyword{none}
->>>>>>> atmo/maps
diff --git a/pack/eddy4R.maps/man/plot.flux.spatial.Rd b/pack/eddy4R.maps/man/plot.flux.spatial.Rd
deleted file mode 100644
index 2ed3c78b..00000000
--- a/pack/eddy4R.maps/man/plot.flux.spatial.Rd
+++ /dev/null
@@ -1,46 +0,0 @@
-% Generated by roxygen2: do not edit by hand
-% Please edit documentation in R/def.plot.flux.spatial.R
-\name{plot.flux.spatial}
-\alias{plot.flux.spatial}
-\title{Definition function: Plot fluxes on a basemap}
-\usage{
-\method{plot}{flux.spatial}(
-  input_path,
-  output_path,
-  colormap = "viridis",
-  opacity = 0.5,
-  basemap_style = "OpenStreetMap",
-  interactive = FALSE
-)
-}
-\arguments{
-\item{input_path}{A spatial file or folder of spatial files to plot on the basemap.}
-
-\item{output_path}{A string for the folder location to save output maps.}
-
-\item{basemap_style}{For a list of basemap styles use names(providers)}
-
-\item{interactive}{If FALSE - plots the flux(es) onto a static basemap. If TRUE, plots the flux(es) onto an interactive basemap.}
-}
-\description{
-Function definition. This function saves a GeoTiff flux map onto a static basemap or an interactive html map.
-}
-\examples{
-
-path_in = "/path/to/folder/of/tif/files"
-path_out = "/path/to/desired/output/location"
-plot.flux.spatial(path_in, path_out, 'viridis', opacity = 0.5,'OpenStreetMap', TRUE)
-
-}
-\references{
-License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
-}
-\seealso{
-Currently none.
-}
-\author{
-Sam Bower \email{sbower@atmofacts.com}
-}
-\keyword{flux}
-\keyword{mapping}
-\keyword{visualization,}
diff --git a/pack/eddy4R.maps/man/wrap.spat.data.grab.Rd b/pack/eddy4R.maps/man/wrap.spat.data.grab.Rd
index 6101802b..978ab30c 100644
--- a/pack/eddy4R.maps/man/wrap.spat.data.grab.Rd
+++ b/pack/eddy4R.maps/man/wrap.spat.data.grab.Rd
@@ -2,23 +2,13 @@
 % Please edit documentation in R/wrap.spat.data.R
 \name{wrap.spat.data.grab}
 \alias{wrap.spat.data.grab}
-<<<<<<< HEAD
-\title{Generate spatial targets}
-\usage{
-wrap.spat.data.grab(
-  dir = tempdir(),
-  dateBgn = "2019-05-01",
-  dateEnd = "2019-11-30",
-  site = c("NEON:HARV", "CHEESEHEAD")[2],
-=======
 \title{wrapper function to generate spatial targets}
 \usage{
 wrap.spat.data.grab(
-  dir = "targets",
+  dir = tempdir(),
   dateBgn = "2019-05-01",
   dateEnd = "2019-11-30",
-  site = c("cheesehead")[1],
->>>>>>> atmo/maps
+  site = c("CPER", "CHEESEHEAD")[2],
   dt = "P1M",
   dx = 0.1,
   dy = 0.1
@@ -33,17 +23,11 @@ wrap.spat.data.grab(
 message from minio submission
 }
 \description{
-<<<<<<< HEAD
-Generate spatial targets
-=======
 Wrapper definition. Generate spatial targets
->>>>>>> atmo/maps
 }
 \examples{
 spat4cast_submit(dir = "targets", site_id = "august_complex")
 }
-<<<<<<< HEAD
-=======
 \references{
 License: GNU AFFERO GENERAL PUBLIC LICENSE Version 3, 19 November 2007
 }
@@ -56,4 +40,3 @@ Stefan Metzger \email{smetzger@atmofacts.com}
 }
 \keyword{Currently}
 \keyword{none}
->>>>>>> atmo/maps

From 2657479fb90a7ff1ccb81f2e5ebfa091b3dafb29 Mon Sep 17 00:00:00 2001
From: ddurden <daviddurden27@gmail.com>
Date: Thu, 6 Jun 2024 06:23:54 +0000
Subject: [PATCH 58/66] - adding maps package

---
 utilities/flow.pack.R | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/utilities/flow.pack.R b/utilities/flow.pack.R
index 22eb317b..637240c2 100644
--- a/utilities/flow.pack.R
+++ b/utilities/flow.pack.R
@@ -58,8 +58,9 @@ namePack <- c("eddy4R.base",
               "eddy4R.turb",
               "eddy4R.qaqc",
               "eddy4R.stor",
+              "eddy4R.maps",
               "Waves"
-              )[1:5]
+              )[1:6]
 
 
 

From d2327aceef91365086ddadc93701dc8b7c9802f5 Mon Sep 17 00:00:00 2001
From: ddurden <daviddurden27@gmail.com>
Date: Tue, 17 Sep 2024 18:40:13 +0000
Subject: [PATCH 59/66] - adding workflow to calculate sensor UTM coordinates
 from x and y offsets

---
 flow/tool/flow.meta.loc.turb.R | 59 ++++++++++++++++++++++++++++++++++
 1 file changed, 59 insertions(+)
 create mode 100644 flow/tool/flow.meta.loc.turb.R

diff --git a/flow/tool/flow.meta.loc.turb.R b/flow/tool/flow.meta.loc.turb.R
new file mode 100644
index 00000000..42e3754a
--- /dev/null
+++ b/flow/tool/flow.meta.loc.turb.R
@@ -0,0 +1,59 @@
+##############################################################################################
+#' @title Workflow for to grab ECTE sensor locations and calculate UTM coordinates
+
+#' @author
+#' David Durden \email{eddy4R.info@gmail.com}
+
+#' @description
+#' Workflow. Downloading dp0p data from S3 and converting to ICOS format.
+
+#' @param Currently none
+
+#' @return Currently none
+
+#' @references
+
+#' @keywords eddy-covariance, NEON
+
+#' @examples Currently none
+
+#' @seealso Currently none
+
+# changelog and author contributions / copyrights
+#   David (2024-09-12)
+#     original creation
+##############################################################################################
+
+
+#Install and load libraries
+library(devtools)
+install_github('NEONScience/NEON-geolocation/geoNEON', dependencies=TRUE)
+library(geoNEON)
+
+#Set the NEON site code
+Site <- "UNDE"
+
+#Grab site location metadata for all configure locations for the current time with history = F
+locSite <- geoNEON::getLocBySite(Site, type="TIS", history=F)
+
+
+#Grab tower location metadata
+locTowr <- locSite[grep(pattern = "TOWER", x = locSite$namedLocation),]
+
+#Grab a subset of ECTE sensor location metadata
+locSens <- locSite[grep(pattern = "ECTE IRGA L|3D Wind L", x = locSite$locationDescription),]
+
+#Grab a subset of ECTE sensor location metadata
+angRot <- as.numeric(locSite[grep(pattern = "3D Wind L", x = locSite$locationDescription),"gammaOrientation"])
+
+#perform actual rotation
+xOfst <- as.numeric(locSens$xOffset)*cos(angRot) - as.numeric(locSens$yOffset) * sin(angRot)  
+yOfst <- as.numeric(locSens$xOffset) * sin(angRot) + as.numeric(locSens$yOffset) * cos(angRot)
+
+#Apply offsets to get UTM coordinates for sensors
+locSens$easting <- as.numeric(locTowr$easting) + xOfst
+locSens$northing <-  as.numeric(locTowr$northing) + yOfst
+locSens$utmZone <- locTowr$utmZone
+
+#Calculate Lat and Lon from UTM coordinates (needs terra installed)
+#latLon <- geoNEON::calcLatLong(locSens$easting, locSens$northing, utmZone = locSens$utmZone)

From 1919ca58f4eba277eaeb931150a08416f8a68fb9 Mon Sep 17 00:00:00 2001
From: ddurden <daviddurden27@gmail.com>
Date: Wed, 18 Sep 2024 02:39:22 +0000
Subject: [PATCH 60/66] - update to add local CRS x-axis angles

---
 flow/tool/flow.meta.loc.turb.R | 18 ++++++++++++------
 1 file changed, 12 insertions(+), 6 deletions(-)

diff --git a/flow/tool/flow.meta.loc.turb.R b/flow/tool/flow.meta.loc.turb.R
index 42e3754a..43f3aa34 100644
--- a/flow/tool/flow.meta.loc.turb.R
+++ b/flow/tool/flow.meta.loc.turb.R
@@ -31,7 +31,16 @@ install_github('NEONScience/NEON-geolocation/geoNEON', dependencies=TRUE)
 library(geoNEON)
 
 #Set the NEON site code
-Site <- "UNDE"
+Site <- "OSBS"
+
+#Angle of local tower coordinate reference system (x aligned with C face from CD corner)
+angRefeTowr <- c("BARR" = 255,"CLBJ" = 270,"MLBS" = 180,"DSNY" = 270,"NIWO" = 225,"ORNL" = 270,"OSBS" = 225,
+                    "SCBI" = 300,"LENO" = 315,"TALL" = 270,"CPER" = 270,"BART" = 270,"HARV" = 270,"BLAN" = 240,
+                    "SERC" = 230,"JERC" = 135,"GUAN" = 270,"LAJA" = 270,"STEI" = 225,"TREE" = 225,"UNDE" = 200,
+                    "KONA" = 290,"KONZ" = 290,"UKFS" = 230,"GRSM" = 230,"DELA" = 280,"DCFS" = 245,"NOGP" = 220,
+                    "WOOD" = 245,"RMNP" = 303,"OAES" = 270,"YELL" = 180,"MOAB" = 270,"STER" = 270,"JORN" = 220,
+                    "SRER" = 290,"ONAQ" = 180,"ABBY" = 270,"WREF" = 225,"SJER" = 270,"SOAP" = 180,"TEAK" = 270,
+                    "TOOL" = 270,"BONA" = 270,"DEJU" = 290,"HEAL" = 270,"PUUM" = 295)[Site]
 
 #Grab site location metadata for all configure locations for the current time with history = F
 locSite <- geoNEON::getLocBySite(Site, type="TIS", history=F)
@@ -43,12 +52,9 @@ locTowr <- locSite[grep(pattern = "TOWER", x = locSite$namedLocation),]
 #Grab a subset of ECTE sensor location metadata
 locSens <- locSite[grep(pattern = "ECTE IRGA L|3D Wind L", x = locSite$locationDescription),]
 
-#Grab a subset of ECTE sensor location metadata
-angRot <- as.numeric(locSite[grep(pattern = "3D Wind L", x = locSite$locationDescription),"gammaOrientation"])
-
 #perform actual rotation
-xOfst <- as.numeric(locSens$xOffset)*cos(angRot) - as.numeric(locSens$yOffset) * sin(angRot)  
-yOfst <- as.numeric(locSens$xOffset) * sin(angRot) + as.numeric(locSens$yOffset) * cos(angRot)
+xOfst <- as.numeric(locSens$xOffset)*cos(angRefeTowr) - as.numeric(locSens$yOffset) * sin(angRefeTowr)  
+yOfst <- as.numeric(locSens$xOffset) * sin(angRefeTowr) + as.numeric(locSens$yOffset) * cos(angRefeTowr)
 
 #Apply offsets to get UTM coordinates for sensors
 locSens$easting <- as.numeric(locTowr$easting) + xOfst

From 9de8f9c37a01ab960bbb7287b1077d1883869a93 Mon Sep 17 00:00:00 2001
From: ddurden <daviddurden27@gmail.com>
Date: Wed, 18 Sep 2024 14:50:47 +0000
Subject: [PATCH 61/66] - extending to all tower sensors

---
 flow/tool/flow.meta.loc.turb.R | 19 ++++++++++++-------
 1 file changed, 12 insertions(+), 7 deletions(-)

diff --git a/flow/tool/flow.meta.loc.turb.R b/flow/tool/flow.meta.loc.turb.R
index 43f3aa34..b3dfb740 100644
--- a/flow/tool/flow.meta.loc.turb.R
+++ b/flow/tool/flow.meta.loc.turb.R
@@ -49,17 +49,22 @@ locSite <- geoNEON::getLocBySite(Site, type="TIS", history=F)
 #Grab tower location metadata
 locTowr <- locSite[grep(pattern = "TOWER", x = locSite$namedLocation),]
 
-#Grab a subset of ECTE sensor location metadata
-locSens <- locSite[grep(pattern = "ECTE IRGA L|3D Wind L", x = locSite$locationDescription),]
+#Grab a subset of Tower sensor location metadata
+locSensTowr <- locSite[grep(pattern = "BOOM|LEVEL", x = locSite$locationParent),]
+locSensTowr <- locSensTowr[grep(pattern = "CFGLOC[0-9]{6}$", x = locSensTowr$namedLocation),]
+
 
 #perform actual rotation
-xOfst <- as.numeric(locSens$xOffset)*cos(angRefeTowr) - as.numeric(locSens$yOffset) * sin(angRefeTowr)  
-yOfst <- as.numeric(locSens$xOffset) * sin(angRefeTowr) + as.numeric(locSens$yOffset) * cos(angRefeTowr)
+xOfst <- as.numeric(locSensTowr$xOffset)*cos(angRefeTowr) - as.numeric(locSensTowr$yOffset) * sin(angRefeTowr)  
+yOfst <- as.numeric(locSensTowr$xOffset) * sin(angRefeTowr) + as.numeric(locSensTowr$yOffset) * cos(angRefeTowr)
 
 #Apply offsets to get UTM coordinates for sensors
-locSens$easting <- as.numeric(locTowr$easting) + xOfst
-locSens$northing <-  as.numeric(locTowr$northing) + yOfst
-locSens$utmZone <- locTowr$utmZone
+locSensTowr$easting <- as.numeric(locTowr$easting) + xOfst
+locSensTowr$northing <-  as.numeric(locTowr$northing) + yOfst
+locSensTowr$utmZone <- locTowr$utmZone
+
+#Grab a subset of ECTE sensor location metadata
+locEcte <- locSite[grep(pattern = "ECTE IRGA L|3D Wind L", x = locSensTowr$locationDescription),]
 
 #Calculate Lat and Lon from UTM coordinates (needs terra installed)
 #latLon <- geoNEON::calcLatLong(locSens$easting, locSens$northing, utmZone = locSens$utmZone)

From a1eb6840d5429a0d26235cf1cba86d77f44ae4a8 Mon Sep 17 00:00:00 2001
From: ddurden <daviddurden27@gmail.com>
Date: Wed, 18 Sep 2024 20:58:53 +0000
Subject: [PATCH 62/66] - bug fix

---
 flow/tool/flow.meta.loc.turb.R | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/flow/tool/flow.meta.loc.turb.R b/flow/tool/flow.meta.loc.turb.R
index b3dfb740..af645e5c 100644
--- a/flow/tool/flow.meta.loc.turb.R
+++ b/flow/tool/flow.meta.loc.turb.R
@@ -31,7 +31,7 @@ install_github('NEONScience/NEON-geolocation/geoNEON', dependencies=TRUE)
 library(geoNEON)
 
 #Set the NEON site code
-Site <- "OSBS"
+Site <- "KONZ"
 
 #Angle of local tower coordinate reference system (x aligned with C face from CD corner)
 angRefeTowr <- c("BARR" = 255,"CLBJ" = 270,"MLBS" = 180,"DSNY" = 270,"NIWO" = 225,"ORNL" = 270,"OSBS" = 225,
@@ -64,7 +64,7 @@ locSensTowr$northing <-  as.numeric(locTowr$northing) + yOfst
 locSensTowr$utmZone <- locTowr$utmZone
 
 #Grab a subset of ECTE sensor location metadata
-locEcte <- locSite[grep(pattern = "ECTE IRGA L|3D Wind L", x = locSensTowr$locationDescription),]
+locEcte <- locSensTowr[grep(pattern = "ECTE IRGA L|3D Wind L", x = locSensTowr$locationDescription),]
 
 #Calculate Lat and Lon from UTM coordinates (needs terra installed)
 #latLon <- geoNEON::calcLatLong(locSens$easting, locSens$northing, utmZone = locSens$utmZone)

From fd515e47b7b64b42904c3df190383929f961f723 Mon Sep 17 00:00:00 2001
From: ddurden <daviddurden27@gmail.com>
Date: Tue, 4 Aug 2026 04:51:24 +0000
Subject: [PATCH 63/66] - Adding workflow script to download AOP slope and
 aspect to derive mean slopelines to adjust sonic anemometer deployment pitch
 and roll.

---
 flow/tool/flow.aop.slp.towr.R | 250 ++++++++++++++++++++++++++++++++++
 1 file changed, 250 insertions(+)
 create mode 100644 flow/tool/flow.aop.slp.towr.R

diff --git a/flow/tool/flow.aop.slp.towr.R b/flow/tool/flow.aop.slp.towr.R
new file mode 100644
index 00000000..f90a5cd5
--- /dev/null
+++ b/flow/tool/flow.aop.slp.towr.R
@@ -0,0 +1,250 @@
+# install.packages(c("neonUtilities","terra","sf","dplyr","stringr"))
+library(neonUtilities)
+library(terra)
+library(sf)
+library(dplyr)
+library(stringr)
+
+library(remotes)
+#install_github('NEONScience/NEON-geolocation/geoNEON', dependencies=TRUE)
+library(geoNEON)
+
+# -----------------------------
+# 1) SITE SETTINGS
+# -----------------------------
+site  <- "PUUM"         # NEON site
+AngZaxsSoniInst <- NULL          #Azimuth angle of sonic anemometer deployment
+
+#Get site level geolocation metadata
+locSite <- geoNEON::getLocBySite(site = site, type = "site")
+if(is.null(AngZaxsSoniInst)){
+locSens <- geoNEON::getLocBySite(site = site, type = "TIS", history = F,token = Sys.getenv("NEON_API_TOKEN"))
+AngZaxsSoniInst <- as.numeric(locSens[grep("3D Wind L",locSens$locationDescription),]$gammaOrientation)
+}
+
+tower_lat   <- as.numeric(locSite$decimalLatitude)        # tower latitude (WGS84)
+tower_lon   <- as.numeric(locSite$decimalLongitude)     # tower longitude (WGS84)
+utm_easting <- as.numeric(locSite$easting)
+utm_northing <- as.numeric(locSite$northing)
+utm_zone <- as.numeric(locSite$utmZoneNumber)
+
+dpID        <- "DP3.30025.001"   # Slope & Aspect – LiDAR (1‑km tiles)
+years       <- 2013:as.integer(format(Sys.Date(), "%Y"))
+
+dirBase <- paste0("/home/root/eddy/data/neon_slope_aspect")
+dirDnld <- paste0(dirBase,"/dnld")
+dirOut <- paste0(dirBase,"/out")
+dir.create(dirBase, showWarnings = FALSE, recursive = TRUE)
+dir.create(dirDnld, showWarnings = FALSE, recursive = TRUE)
+dir.create(dirOut, showWarnings = FALSE, recursive = TRUE)
+#api_token   <- Sys.getenv("NEON_TOKEN")   # optional but recommended, now using internal API
+
+# 1‑km AOI centered on tower (±500 m)
+box_half_m  <- 500
+check_size  <- FALSE
+
+# -----------------------------
+# 2) Lat/Lon -> UTM for HARV
+# -----------------------------
+# utm_zone <- floor((tower_lon + 180) / 6) + 1
+epsg <- if (tower_lat >= 0) 32600 + utm_zone else 32700 + utm_zone
+# 
+# pt_ll  <- st_as_sf(data.frame(lon=tower_lon, lat=tower_lat), coords=c("lon","lat"), crs=4326)
+# pt_utm <- st_transform(pt_ll, crs = sf::st_crs(paste0("EPSG:", epsg)))
+# coords <- st_coordinates(pt_utm)[1, ]
+# utm_easting  <- coords["X"]
+# utm_northing <- coords["Y"]
+
+# Build 1‑km AOI polygon in UTM
+aoi_ext <- ext(utm_easting - box_half_m, utm_easting + box_half_m,
+               utm_northing - box_half_m, utm_northing + box_half_m)
+aoi_poly <- as.polygons(aoi_ext, crs = paste0("EPSG:", epsg))
+
+# -----------------------------
+# 3) Download Slope/Aspect tiles overlapping the AOI (per year)
+# -----------------------------
+
+
+for (yr in years) {
+  message(sprintf("Querying %s %s for %s ...", dpID, site, yr))
+  try({
+    byTileAOP(dpID = dpID,
+              site = site,
+              year = yr,
+              easting = utm_easting,
+              northing = utm_northing,
+              buffer = box_half_m,              # 500 m -> 1‑km square
+              include.provisional = FALSE,
+              check.size = check_size,
+              savepath = dirDnld,
+             # token = if (nzchar(api_token)) api_token else NA_character_,
+              progress = TRUE)
+  }, silent = TRUE)
+}
+
+# -----------------------------
+# 4) Locate slope & aspect GeoTIFFs
+# -----------------------------
+tif_files <- list.files(dirDnld, pattern = "\\.tif(f)?$", recursive = TRUE, full.names = TRUE)
+tif_files <- tif_files[grepl("DP3\\.30025", tif_files, ignore.case = TRUE)]
+
+if (length(tif_files) == 0) stop("No DP3.30025 GeoTIFFs found. Check years and availability.")
+
+# Identify slope vs aspect by filename (NEON uses consistent naming)
+is_slope  <- grepl("slope",  basename(tif_files), ignore.case = TRUE)
+is_aspect <- grepl("aspect", basename(tif_files), ignore.case = TRUE)
+
+files_slope  <- tif_files[is_slope]
+files_aspect <- tif_files[is_aspect]
+
+# Extract acquisition year from folder path (/YYYY/)
+extract_year <- function(path) {
+  y <- str_extract(path, "/(20[0-9]{2})/")
+  as.integer(gsub("/", "", y))
+}
+years_slope  <- sapply(files_slope,  extract_year)
+years_aspect <- sapply(files_aspect, extract_year)
+
+# -----------------------------
+# 5) Helper functions
+# -----------------------------
+# Mosaic list of rasters (only those intersecting the AOI), align CRS, crop to AOI
+mosaic_crop <- function(flist, aoi_poly, aoi_ext) {
+  rlist <- lapply(flist, function(f) {
+    r <- try(rast(f), silent = TRUE)
+   # if (inherits(r, "try-error")) return(NULL)
+    # quick intersect test
+   # if (!relate(r, vect(aoi_poly), "intersects")[1]) return(NULL)
+    r
+  })
+  rlist <- Filter(Negate(is.null), rlist)
+  if (length(rlist) == 0) return(NULL)
+  rmos <- if (length(rlist) > 1) do.call(mosaic, c(rlist, list(fun = "mean"))) else rlist[[1]]
+ # if (!compareGeom(rmos, vect(aoi_poly), stopOnError = FALSE)) {
+  #  rmos <- project(rmos, crs(vect(aoi_poly)))
+  #}
+  crop(rmos, aoi_ext)
+}
+
+# Circular mean of aspect (degrees 0–360); returns mean aspect (deg) and mean resultant length R (0–1)
+circ_mean_aspect <- function(aspect_vals_deg) {
+  rad <- aspect_vals_deg * pi / 180
+  # Remove NA
+  rad <- rad[is.finite(rad)]
+  if (length(rad) == 0) return(c(mean_aspect_deg = NA_real_, R = NA_real_))
+  C <- mean(cos(rad))
+  S <- mean(sin(rad))
+  R <- sqrt(C^2 + S^2)
+  mean_rad <- atan2(S, C)  # -pi .. pi
+  mean_deg <- (mean_rad * 180 / pi) %% 360
+  c(mean_aspect_deg = mean_deg, R = R)
+}
+
+
+#Function to calculate the sonic pitch and roll
+compute_sonic_pitch_roll <- function(slope_deg, aspect_deg, sonic_azimuth_deg) {
+  
+  # Convert degrees to radians
+  deg2rad <- function(d) d * pi / 180
+  rad2deg <- function(r) r * 180 / pi
+  
+  slope  <- deg2rad(slope_deg)
+  aspect <- deg2rad(aspect_deg)
+  az     <- deg2rad(sonic_azimuth_deg)
+  
+  # --- 1. Terrain normal vector (GIS convention: aspect is downslope direction) ---
+  nx <- -sin(slope) * sin(aspect)
+  ny <-  sin(slope) * cos(aspect)
+  nz <-  cos(slope)
+  
+  n <- c(nx, ny, nz)
+  
+  # --- 2. Sonic coordinate system ---
+  # Sonic x-axis points toward azimuth (sin = east component, cos = north component)
+  x0 <- c(sin(az),  cos(az), 0)
+  y0 <- c(cos(az), -sin(az), 0)   # Orthogonal horizontal axis
+  z0 <- c(0, 0, 1)
+  
+  # --- 3. Project terrain normal into sonic coordinates ---
+  nxp <- sum(n * x0)
+  nyp <- sum(n * y0)
+  nzp <- sum(n * z0)
+  
+  # --- 4. Compute pitch (φ) and roll (ρ) ---
+  # pitch: rotation about sonic x-axis
+  pitch_rad <- atan2(nyp, nzp)
+  
+  # roll: rotation about sonic y-axis
+  roll_rad  <- atan2(-nxp, nzp)
+  
+  # Return degrees
+  list(
+    pitch_deg = rad2deg(pitch_rad),
+    roll_deg  = rad2deg(roll_rad)
+  )
+}
+
+# -----------------------------
+# 6) Summaries by year
+# -----------------------------
+summaries <- list()
+
+for (yr in sort(unique(na.omit(c(years_slope, years_aspect))))) {
+  
+  # Slope
+  slope_files_y  <- files_slope[years_slope == yr]
+  slope_crop     <- mosaic_crop(flist = slope_files_y, aoi_poly, aoi_ext)
+  
+  # Aspect
+  aspect_files_y <- files_aspect[years_aspect == yr]
+  aspect_crop    <- mosaic_crop(aspect_files_y, aoi_poly, aoi_ext)
+  
+  plot(aspect_crop)
+  if (is.null(slope_crop) & is.null(aspect_crop)) next
+  
+  # Mean slope (degrees)
+  mean_slope <- if (!is.null(slope_crop)) {
+    as.numeric(global(slope_crop, fun = "mean", na.rm = TRUE)[1,1])
+  } else NA_real_
+  
+  # Circular mean aspect (degrees) & R
+  aspect_stats <- if (!is.null(aspect_crop)) {
+    vals <- values(aspect_crop, na.rm = TRUE)
+    # terra::values returns a matrix for multi-layer; ensure vector
+    vals <- as.numeric(vals)
+    circ_mean_aspect(vals)
+  } else c(mean_aspect_deg = NA_real_, R = NA_real_)
+  
+  summaries[[as.character(yr)]] <- data.frame(
+    site = site,
+    year = yr,
+    mean_slope_deg = mean_slope,
+    mean_aspect_deg = aspect_stats["mean_aspect_deg"],
+    aspect_resultant_R = aspect_stats["R"]
+  )
+}
+
+slope_aspect_summary <- bind_rows(summaries) %>% arrange(year)
+print(slope_aspect_summary)
+
+#Calculate the deployment angles for pitch and roll based on new azimuth
+outAng <- compute_sonic_pitch_roll(slope_deg = mean(slope_aspect_summary$mean_slope_deg),aspect_deg = mean(slope_aspect_summary$mean_aspect_deg),sonic_azimuth_deg = AngZaxsSoniInst)
+
+# Optional: save CSV
+write.csv(slope_aspect_summary,
+          file.path(dirOut, paste0(site,"_slope_aspect_mean_by_year_1km_box.csv")),
+          row.names = FALSE)
+write.csv(outAng,
+          file.path(dirOut, paste0(site,"_soni_pitch_roll.csv")),
+          row.names = FALSE)
+
+
+# Optional: quick plot of mean slope
+# if (nrow(slope_aspect_summary) > 0) {
+#   plot(as.Date(paste0(slope_aspect_summary$year,"-01-01")), slope_aspect_summary$mean_slope_deg,
+#        xlab = "Year", ylab = "Mean slope (degrees)",
+#        main = "NEON AOP Slope at ",site," — 1-km box around tower")
+# }
+
+#Clean up files
+unlink(list.files(dirDnld, full.names = TRUE), recursive = TRUE)
\ No newline at end of file

From c327320e60e58d420df5c7027fc6184545f4f84c Mon Sep 17 00:00:00 2001
From: ddurden <daviddurden27@gmail.com>
Date: Wed, 5 Aug 2026 14:02:21 +0000
Subject: [PATCH 64/66] - add azimuth used to output.

---
 flow/tool/flow.aop.slp.towr.R | 19 ++++++++++---------
 1 file changed, 10 insertions(+), 9 deletions(-)

diff --git a/flow/tool/flow.aop.slp.towr.R b/flow/tool/flow.aop.slp.towr.R
index f90a5cd5..d96b1c29 100644
--- a/flow/tool/flow.aop.slp.towr.R
+++ b/flow/tool/flow.aop.slp.towr.R
@@ -12,14 +12,14 @@ library(geoNEON)
 # -----------------------------
 # 1) SITE SETTINGS
 # -----------------------------
-site  <- "PUUM"         # NEON site
+site  <- "NIWO"         # NEON site
 AngZaxsSoniInst <- NULL          #Azimuth angle of sonic anemometer deployment
 
 #Get site level geolocation metadata
 locSite <- geoNEON::getLocBySite(site = site, type = "site")
 if(is.null(AngZaxsSoniInst)){
-locSens <- geoNEON::getLocBySite(site = site, type = "TIS", history = F,token = Sys.getenv("NEON_API_TOKEN"))
-AngZaxsSoniInst <- as.numeric(locSens[grep("3D Wind L",locSens$locationDescription),]$gammaOrientation)
+  locSens <- geoNEON::getLocBySite(site = site, type = "TIS", history = F,token = Sys.getenv("NEON_API_TOKEN"))
+  AngZaxsSoniInst <- as.numeric(locSens[grep("3D Wind L",locSens$locationDescription),]$gammaOrientation)
 }
 
 tower_lat   <- as.numeric(locSite$decimalLatitude)        # tower latitude (WGS84)
@@ -77,7 +77,7 @@ for (yr in years) {
               include.provisional = FALSE,
               check.size = check_size,
               savepath = dirDnld,
-             # token = if (nzchar(api_token)) api_token else NA_character_,
+              # token = if (nzchar(api_token)) api_token else NA_character_,
               progress = TRUE)
   }, silent = TRUE)
 }
@@ -112,15 +112,15 @@ years_aspect <- sapply(files_aspect, extract_year)
 mosaic_crop <- function(flist, aoi_poly, aoi_ext) {
   rlist <- lapply(flist, function(f) {
     r <- try(rast(f), silent = TRUE)
-   # if (inherits(r, "try-error")) return(NULL)
+    # if (inherits(r, "try-error")) return(NULL)
     # quick intersect test
-   # if (!relate(r, vect(aoi_poly), "intersects")[1]) return(NULL)
+    # if (!relate(r, vect(aoi_poly), "intersects")[1]) return(NULL)
     r
   })
   rlist <- Filter(Negate(is.null), rlist)
   if (length(rlist) == 0) return(NULL)
   rmos <- if (length(rlist) > 1) do.call(mosaic, c(rlist, list(fun = "mean"))) else rlist[[1]]
- # if (!compareGeom(rmos, vect(aoi_poly), stopOnError = FALSE)) {
+  # if (!compareGeom(rmos, vect(aoi_poly), stopOnError = FALSE)) {
   #  rmos <- project(rmos, crs(vect(aoi_poly)))
   #}
   crop(rmos, aoi_ext)
@@ -180,7 +180,8 @@ compute_sonic_pitch_roll <- function(slope_deg, aspect_deg, sonic_azimuth_deg) {
   # Return degrees
   list(
     pitch_deg = rad2deg(pitch_rad),
-    roll_deg  = rad2deg(roll_rad)
+    roll_deg  = rad2deg(roll_rad),
+    sonic_azimuth_deg = sonic_azimuth_deg
   )
 }
 
@@ -235,7 +236,7 @@ write.csv(slope_aspect_summary,
           file.path(dirOut, paste0(site,"_slope_aspect_mean_by_year_1km_box.csv")),
           row.names = FALSE)
 write.csv(outAng,
-          file.path(dirOut, paste0(site,"_soni_pitch_roll.csv")),
+          file.path(dirOut, paste0(site,"_soni_pitch_roll_azimuth.csv")),
           row.names = FALSE)
 
 

From a3a030787bd478de7d99dcdfcd8a4da4d362d978 Mon Sep 17 00:00:00 2001
From: ddurden <daviddurden27@gmail.com>
Date: Sun, 30 Aug 2026 02:56:07 +0000
Subject: [PATCH 65/66] - update to output to spreadsheet

---
 flow/tool/flow.aop.slp.towr.R | 29 +++++++++++++++++++++++++----
 1 file changed, 25 insertions(+), 4 deletions(-)

diff --git a/flow/tool/flow.aop.slp.towr.R b/flow/tool/flow.aop.slp.towr.R
index d96b1c29..3be90021 100644
--- a/flow/tool/flow.aop.slp.towr.R
+++ b/flow/tool/flow.aop.slp.towr.R
@@ -9,11 +9,30 @@ library(remotes)
 #install_github('NEONScience/NEON-geolocation/geoNEON', dependencies=TRUE)
 library(geoNEON)
 
+
+#############################################################
+#Workflow parameters
+#############################################################
+
 # -----------------------------
 # 1) SITE SETTINGS
 # -----------------------------
-site  <- "NIWO"         # NEON site
-AngZaxsSoniInst <- NULL          #Azimuth angle of sonic anemometer deployment
+#Which NEON site are we grabbing data from (4-letter ID)
+setSite <- c("BARR","CLBJ","MLBS","DSNY","NIWO","ORNL","OSBS",
+             "SCBI","LENO","TALL","CPER","BART","HARV","BLAN",
+             "SERC","JERC","GUAN","LAJA","STEI","TREE","UNDE",
+             "KONA","KONZ","UKFS","GRSM","DELA","DCFS","NOGP",
+             "WOOD","RMNP","OAES","YELL","MOAB","STER","JORN",
+             "SRER","ONAQ","ABBY","WREF","SJER","SOAP","TEAK",
+             "TOOL","BONA","DEJU","HEAL","PUUM") [1:47]
+
+
+
+setSite  <- "KONA"         # NEON site if just running a single site (comment out if running all sites)
+AngZaxsSoniInst <- 110          #Azimuth angle of sonic anemometer deployment
+
+#Loop around setSite
+for(site in setSite){
 
 #Get site level geolocation metadata
 locSite <- geoNEON::getLocBySite(site = site, type = "site")
@@ -31,7 +50,7 @@ utm_zone <- as.numeric(locSite$utmZoneNumber)
 dpID        <- "DP3.30025.001"   # Slope & Aspect – LiDAR (1‑km tiles)
 years       <- 2013:as.integer(format(Sys.Date(), "%Y"))
 
-dirBase <- paste0("/home/root/eddy/data/neon_slope_aspect")
+dirBase <- paste0("/home/root/eddy/data/neon_slope_aspect/reorientation")
 dirDnld <- paste0(dirBase,"/dnld")
 dirOut <- paste0(dirBase,"/out")
 dir.create(dirBase, showWarnings = FALSE, recursive = TRUE)
@@ -248,4 +267,6 @@ write.csv(outAng,
 # }
 
 #Clean up files
-unlink(list.files(dirDnld, full.names = TRUE), recursive = TRUE)
\ No newline at end of file
+unlink(list.files(dirDnld, full.names = TRUE), recursive = TRUE)
+
+} #End for loop around site set
\ No newline at end of file

From e12b3fd76056847e5e67f53bdef99eb40ec6ba25 Mon Sep 17 00:00:00 2001
From: ddurden <daviddurden27@gmail.com>
Date: Sun, 30 Aug 2026 02:57:02 +0000
Subject: [PATCH 66/66] -updated output for correct angles, added plot output,
 and spreadsheet

---
 flow/tool/flow.aop.slp.towr.R | 227 ++++++++++++++++++++++++++++++++--
 1 file changed, 216 insertions(+), 11 deletions(-)

diff --git a/flow/tool/flow.aop.slp.towr.R b/flow/tool/flow.aop.slp.towr.R
index 3be90021..81775866 100644
--- a/flow/tool/flow.aop.slp.towr.R
+++ b/flow/tool/flow.aop.slp.towr.R
@@ -1,13 +1,15 @@
-# install.packages(c("neonUtilities","terra","sf","dplyr","stringr"))
+# install.packages(c("neonUtilities","terra","sf","dplyr","stringr","plotly", "openxlsx"))
 library(neonUtilities)
 library(terra)
 library(sf)
 library(dplyr)
 library(stringr)
+library(plotly)
 
 library(remotes)
 #install_github('NEONScience/NEON-geolocation/geoNEON', dependencies=TRUE)
 library(geoNEON)
+library(openxlsx)
 
 
 #############################################################
@@ -24,16 +26,18 @@ setSite <- c("BARR","CLBJ","MLBS","DSNY","NIWO","ORNL","OSBS",
              "KONA","KONZ","UKFS","GRSM","DELA","DCFS","NOGP",
              "WOOD","RMNP","OAES","YELL","MOAB","STER","JORN",
              "SRER","ONAQ","ABBY","WREF","SJER","SOAP","TEAK",
-             "TOOL","BONA","DEJU","HEAL","PUUM") [1:47]
+             "TOOL","BONA","DEJU","HEAL","PUUM") [3:47]
 
 
 
-setSite  <- "KONA"         # NEON site if just running a single site (comment out if running all sites)
-AngZaxsSoniInst <- 110          #Azimuth angle of sonic anemometer deployment
+setSite  <- "SCBI"         # NEON site if just running a single site (comment out if running all sites)
+#AngZaxsSoniInst <- NULL         #Azimuth angle of sonic anemometer deployment
 
 #Loop around setSite
 for(site in setSite){
 
+AngZaxsSoniInst <- 210         #Azimuth angle of sonic anemometer deployment  
+  
 #Get site level geolocation metadata
 locSite <- geoNEON::getLocBySite(site = site, type = "site")
 if(is.null(AngZaxsSoniInst)){
@@ -50,14 +54,39 @@ utm_zone <- as.numeric(locSite$utmZoneNumber)
 dpID        <- "DP3.30025.001"   # Slope & Aspect – LiDAR (1‑km tiles)
 years       <- 2013:as.integer(format(Sys.Date(), "%Y"))
 
+#dirBase <- paste0("/home/root/eddy/data/neon_slope_aspect")
 dirBase <- paste0("/home/root/eddy/data/neon_slope_aspect/reorientation")
 dirDnld <- paste0(dirBase,"/dnld")
 dirOut <- paste0(dirBase,"/out")
+dirPlot <- paste0(dirBase,"/plot")
 dir.create(dirBase, showWarnings = FALSE, recursive = TRUE)
 dir.create(dirDnld, showWarnings = FALSE, recursive = TRUE)
 dir.create(dirOut, showWarnings = FALSE, recursive = TRUE)
+dir.create(dirPlot, showWarnings = FALSE, recursive = TRUE)
 #api_token   <- Sys.getenv("NEON_TOKEN")   # optional but recommended, now using internal API
 
+#Load excel workbook
+wb <- loadWorkbook("/home/root/eddy/data/neon_slope_aspect/revisit pitch and roll_2026.xlsx")
+
+
+#Name of worksheet
+sheet_name <- "Analysis"
+#Add worksheet if needed
+if (!(sheet_name %in% names(wb))) {
+  addWorksheet(wb, sheet_name)
+  # Read existing data
+  dfAng <- read.xlsx(wb, sheet = 1)
+}else{
+  # Read existing data
+  dfAng <- read.xlsx(wb, sheet = sheet_name)}
+
+#Check if data exists and angles match from worksheet and database
+stopifnot(
+  nrow(dfAng) > 0,
+  site %in% dfAng$SITE,
+  dfAng[which(dfAng$SITE == site),]$AngNedZaxs == AngZaxsSoniInst|dfAng[which(dfAng$SITE == site),]$Reorientation.AngNedZaxs == AngZaxsSoniInst
+  )
+
 # 1‑km AOI centered on tower (±500 m)
 box_half_m  <- 500
 check_size  <- FALSE
@@ -172,7 +201,7 @@ compute_sonic_pitch_roll <- function(slope_deg, aspect_deg, sonic_azimuth_deg) {
   az     <- deg2rad(sonic_azimuth_deg)
   
   # --- 1. Terrain normal vector (GIS convention: aspect is downslope direction) ---
-  nx <- -sin(slope) * sin(aspect)
+  nx <-  sin(slope) * sin(aspect)
   ny <-  sin(slope) * cos(aspect)
   nz <-  cos(slope)
   
@@ -190,11 +219,11 @@ compute_sonic_pitch_roll <- function(slope_deg, aspect_deg, sonic_azimuth_deg) {
   nzp <- sum(n * z0)
   
   # --- 4. Compute pitch (φ) and roll (ρ) ---
-  # pitch: rotation about sonic x-axis
-  pitch_rad <- atan2(nyp, nzp)
-  
-  # roll: rotation about sonic y-axis
-  roll_rad  <- atan2(-nxp, nzp)
+  # pitch: rotation about sonic y-axis, positive when pointing up
+  pitch_rad <- atan2(-nxp, nzp)
+
+  # roll: rotation about sonic x-axis, positive when tilted right (when looking from behind)
+  roll_rad  <- atan2(nyp, nzp)
   
   # Return degrees
   list(
@@ -204,6 +233,166 @@ compute_sonic_pitch_roll <- function(slope_deg, aspect_deg, sonic_azimuth_deg) {
   )
 }
 
+# Plot terrain plane vs. deployed/rotated sonic plane in 3-D (ENU, x=East y=North z=Up)
+plot_sonic_terrain <- function(slope_deg, aspect_deg, sonic_azimuth_deg, fileOut = NULL) {
+  if (!requireNamespace("plotly", quietly = TRUE))
+    stop("Install plotly: install.packages('plotly')")
+
+  deg2rad <- function(d) d * pi / 180
+  rad2deg <- function(r) r * 180 / pi
+
+  slope  <- deg2rad(slope_deg)
+  aspect <- deg2rad(aspect_deg)
+  az     <- deg2rad(sonic_azimuth_deg)
+
+  # Terrain normal (ENU)
+  n  <- c( sin(slope)*sin(aspect), sin(slope)*cos(aspect), cos(slope))
+
+  # Sonic axes as deployed (horizontal, x toward azimuth)
+  x0 <- c(sin(az),  cos(az), 0)
+  y0 <- c(cos(az), -sin(az), 0)
+  z0 <- c(0, 0, 1)
+
+  # Sonic axes terrain-aligned: z -> terrain normal, x -> project x0 onto terrain plane
+  z1 <- n
+  x1 <- x0 - sum(x0 * n) * n;  x1 <- x1 / sqrt(sum(x1^2))
+  y1 <- y0 - sum(y0 * n) * n;  y1 <- y1 / sqrt(sum(y1^2))
+
+  # Pitch and roll (matches compute_sonic_pitch_roll)
+  nxp <- sum(n * x0); nyp <- sum(n * y0); nzp <- sum(n * z0)
+  pitch_rad <- atan2(-nxp, nzp)
+  roll_rad  <- atan2(nyp, nzp)
+  pitch_deg <- rad2deg(pitch_rad)
+  roll_deg  <- rad2deg(roll_rad)
+
+  # Build a square patch in the plane of a given normal vector
+  plane_patch <- function(normal, size = 1.2) {
+    u <- if (abs(normal[1]) < 0.9) c(1,0,0) else c(0,1,0)
+    u <- u - sum(u * normal) * normal;  u <- u / sqrt(sum(u^2))
+    v <- c(normal[2]*u[3]-normal[3]*u[2],
+           normal[3]*u[1]-normal[1]*u[3],
+           normal[1]*u[2]-normal[2]*u[1])
+    corners <- rbind(-size*u - size*v,
+                      size*u - size*v,
+                      size*u + size*v,
+                     -size*u + size*v,
+                     -size*u - size*v)   # closed loop
+    corners
+  }
+
+  tp <- plane_patch(n)    # terrain plane
+  sp <- plane_patch(z0)   # sonic plane (deployed horizontal)
+
+  # Arc sweeping clockwise from North to azimuth in the horizontal plane
+  arc_r <- 0.45
+  arc_t <- seq(0, az, length.out = max(60L, abs(round(sonic_azimuth_deg))))
+  arc_x <- arc_r * sin(arc_t)
+  arc_y <- arc_r * cos(arc_t)
+  arc_z <- rep(0, length(arc_t))
+  mid   <- ceiling(length(arc_t) / 2)
+
+  # Pitch arc: rotation about y0 from z0, sweeping by pitch_rad (positive = z toward -x0)
+  arc_ang <- 60L
+  arc_rs  <- 0.65
+  pt      <- seq(0, pitch_rad, length.out = arc_ang)
+  p_arc   <- arc_rs * (outer(cos(pt), z0) - outer(sin(pt), x0))
+  p_tang  <- -sin(pitch_rad)*z0 - cos(pitch_rad)*x0          # tangent at arc endpoint
+  p_tang  <- p_tang / sqrt(sum(p_tang^2))
+
+  # Roll arc: rotation about x0 from z0, sweeping by roll_rad (positive = z toward +y0)
+  rt     <- seq(0, roll_rad, length.out = arc_ang)
+  r_arc  <- arc_rs * (outer(cos(rt), z0) + outer(sin(rt), y0))
+  r_tang <- -sin(roll_rad)*z0 + cos(roll_rad)*y0              # tangent at arc endpoint
+  r_tang <- r_tang / sqrt(sum(r_tang^2))
+
+  fig <- plotly::plot_ly() |>
+    # --- planes ---
+    plotly::add_trace(x=tp[,1], y=tp[,2], z=tp[,3], type="scatter3d", mode="lines",
+              line=list(color="saddlebrown", width=3), name="Terrain plane") |>
+    plotly::add_trace(x=sp[,1], y=sp[,2], z=sp[,3], type="scatter3d", mode="lines",
+              line=list(color="steelblue",   width=3), name="Sonic plane (deployed)") |>
+    # --- terrain normal ---
+    plotly::add_trace(x=c(0,n[1]),  y=c(0,n[2]),  z=c(0,n[3]),  type="scatter3d", mode="lines+markers",
+              line=list(color="saddlebrown", width=5),
+              marker=list(color="saddlebrown", size=c(0,7)), name="Terrain normal") |>
+    # --- deployed sonic axes ---
+    plotly::add_trace(x=c(0,x0[1]), y=c(0,x0[2]), z=c(0,x0[3]), type="scatter3d", mode="lines+markers",
+              line=list(color="red",       width=4),
+              marker=list(color="red",       size=c(0,6)), name="Sonic x (azimuth, deployed)") |>
+    plotly::add_trace(x=c(0,y0[1]), y=c(0,y0[2]), z=c(0,y0[3]), type="scatter3d", mode="lines+markers",
+              line=list(color="steelblue",  width=4),
+              marker=list(color="steelblue",  size=c(0,6)), name="Sonic y (deployed)") |>
+    plotly::add_trace(x=c(0,z0[1]), y=c(0,z0[2]), z=c(0,z0[3]), type="scatter3d", mode="lines+markers",
+              line=list(color="royalblue",  width=4),
+              marker=list(color="royalblue",  size=c(0,6)), name="Sonic z (deployed, vertical)") |>
+    # --- azimuth arc ---
+    plotly::add_trace(x=c(0,0), y=c(0,0.6), z=c(0,0), type="scatter3d", mode="lines",
+              line=list(color="gray50", width=2, dash="dot"), name="North") |>
+    plotly::add_trace(x=arc_x, y=arc_y, z=arc_z, type="scatter3d", mode="lines",
+              line=list(color="orange", width=3),
+              name=sprintf("Azimuth %.1f\u00b0", sonic_azimuth_deg)) |>
+    plotly::add_trace(x=arc_x[mid], y=arc_y[mid], z=0.05, type="scatter3d", mode="text",
+              text=sprintf("%.1f\u00b0", sonic_azimuth_deg),
+              textfont=list(color="orange", size=13),
+              showlegend=FALSE, name="az label") |>
+    # --- terrain-aligned sonic axes ---
+    plotly::add_trace(x=c(0,x1[1]), y=c(0,x1[2]), z=c(0,x1[3]), type="scatter3d", mode="lines+markers",
+              line=list(color="darkred",    width=4, dash="dash"),
+              marker=list(color="darkred",    size=c(0,6)), name="Sonic x (terrain-aligned)") |>
+    plotly::add_trace(x=c(0,y1[1]), y=c(0,y1[2]), z=c(0,y1[3]), type="scatter3d", mode="lines+markers",
+              line=list(color="darkgreen",  width=4, dash="dash"),
+              marker=list(color="darkgreen",  size=c(0,6)), name="Sonic y (terrain-aligned)") |>
+    plotly::add_trace(x=c(0,z1[1]), y=c(0,z1[2]), z=c(0,z1[3]), type="scatter3d", mode="lines+markers",
+              line=list(color="forestgreen",width=4, dash="dash"),
+              marker=list(color="forestgreen",size=c(0,6)), name="Sonic z (terrain-aligned)") |>
+    # --- pitch rotation arc ---
+    plotly::add_trace(x=p_arc[,1], y=p_arc[,2], z=p_arc[,3], type="scatter3d", mode="lines",
+              line=list(color="tomato", width=4),
+              name=sprintf("Pitch %.2f\u00b0", pitch_deg)) |>
+    plotly::add_trace(x=p_arc[arc_ang,1], y=p_arc[arc_ang,2], z=p_arc[arc_ang,3],
+              u=-p_tang[1]*0.07, v=-p_tang[2]*0.07, w=-p_tang[3]*0.07,
+              type="cone", anchor="tail", sizemode="absolute", sizeref=0.07,
+              colorscale=list(list(0,"tomato"),list(1,"tomato")),
+              showscale=FALSE, showlegend=FALSE, name="pitch arrow") |>
+    plotly::add_trace(x=p_arc[ceiling(arc_ang/2),1], y=p_arc[ceiling(arc_ang/2),2],
+              z=p_arc[ceiling(arc_ang/2),3]+0.05, type="scatter3d", mode="text",
+              text=sprintf("P=%.2f\u00b0", pitch_deg),
+              textfont=list(color="tomato", size=12),
+              showlegend=FALSE, name="pitch label") |>
+    # --- roll rotation arc ---
+    plotly::add_trace(x=r_arc[,1], y=r_arc[,2], z=r_arc[,3], type="scatter3d", mode="lines",
+              line=list(color="mediumvioletred", width=4),
+              name=sprintf("Roll %.2f\u00b0", roll_deg)) |>
+    plotly::add_trace(x=r_arc[arc_ang,1], y=r_arc[arc_ang,2], z=r_arc[arc_ang,3],
+              u=-r_tang[1]*0.07, v=-r_tang[2]*0.07, w=-r_tang[3]*0.07,
+              type="cone", anchor="tail", sizemode="absolute", sizeref=0.07,
+              colorscale=list(list(0,"mediumvioletred"),list(1,"mediumvioletred")),
+              showscale=FALSE, showlegend=FALSE, name="roll arrow") |>
+    plotly::add_trace(x=r_arc[ceiling(arc_ang/2),1], y=r_arc[ceiling(arc_ang/2),2],
+              z=r_arc[ceiling(arc_ang/2),3]+0.05, type="scatter3d", mode="text",
+              text=sprintf("R=%.2f\u00b0", roll_deg),
+              textfont=list(color="mediumvioletred", size=12),
+              showlegend=FALSE, name="roll label") |>
+    plotly::layout(
+      title = sprintf("Slope %.1f\u00b0 | Aspect %.1f\u00b0 | Azimuth %.1f\u00b0 || Pitch %.2f\u00b0 | Roll %.2f\u00b0",
+                      slope_deg, aspect_deg, sonic_azimuth_deg, pitch_deg, roll_deg),
+      scene = list(
+        xaxis = list(title="East",  range=c(-1.5,1.5)),
+        yaxis = list(title="North", range=c(-1.5,1.5)),
+        zaxis = list(title="Up",    range=c(-1.5,1.5)),
+        aspectmode = "cube",
+        camera = list(eye = list(x=1.5, y=-1.5, z=1.0))
+      )
+    )
+
+  print(fig)
+  if (!is.null(fileOut)) {
+    htmlwidgets::saveWidget(fig, file = fileOut, selfcontained = TRUE)
+    message("Plot saved to: ", fileOut)
+  }
+  invisible(fig)
+}
+
 # -----------------------------
 # 6) Summaries by year
 # -----------------------------
@@ -248,7 +437,13 @@ slope_aspect_summary <- bind_rows(summaries) %>% arrange(year)
 print(slope_aspect_summary)
 
 #Calculate the deployment angles for pitch and roll based on new azimuth
-outAng <- compute_sonic_pitch_roll(slope_deg = mean(slope_aspect_summary$mean_slope_deg),aspect_deg = mean(slope_aspect_summary$mean_aspect_deg),sonic_azimuth_deg = AngZaxsSoniInst)
+outAng <- compute_sonic_pitch_roll(slope_deg = mean(slope_aspect_summary$mean_slope_deg, na.rm = T),aspect_deg = mean(slope_aspect_summary$mean_aspect_deg, na.rm = T),sonic_azimuth_deg = AngZaxsSoniInst)
+
+# Plot terrain plane vs. deployed/rotated sonic plane
+plot_sonic_terrain(slope_deg = mean(slope_aspect_summary$mean_slope_deg, na.rm = T),
+                   aspect_deg = mean(slope_aspect_summary$mean_aspect_deg, na.rm = T),
+                   sonic_azimuth_deg = AngZaxsSoniInst,
+                   fileOut = file.path(dirPlot, paste0(site, "_soni_terrain_orientation.html")))
 
 # Optional: save CSV
 write.csv(slope_aspect_summary,
@@ -258,6 +453,16 @@ write.csv(outAng,
           file.path(dirOut, paste0(site,"_soni_pitch_roll_azimuth.csv")),
           row.names = FALSE)
 
+ifelse(grepl("reorientation", dirOut),dfAng[which(dfAng$SITE == site),]$Derived.Pitch.from.AOP.after.reorientation <- outAng$pitch_deg, dfAng[which(dfAng$SITE == site),]$Derived.Pitch.from.AOP <- outAng$pitch_deg)
+ifelse(grepl("reorientation", dirOut),dfAng[which(dfAng$SITE == site),]$Derived.roll.from.AOP.after.reorientation <- outAng$roll_deg, dfAng[which(dfAng$SITE == site),]$Derived.roll.from.AOP <- outAng$roll_deg)
+
+#Write output data
+writeData(
+  wb, sheet = sheet_name, x = dfAng
+)
+
+#Save output
+saveWorkbook(wb,"/home/root/eddy/data/neon_slope_aspect/revisit pitch and roll_2026.xlsx",overwrite = TRUE)
 
 # Optional: quick plot of mean slope
 # if (nrow(slope_aspect_summary) > 0) {