diff --git a/prismatic_workshop.ipynb b/prismatic_workshop.ipynb
index 4d6e515..22b2981 100644
--- a/prismatic_workshop.ipynb
+++ b/prismatic_workshop.ipynb
@@ -5,7 +5,7 @@
    "id": "1c6b7bac",
    "metadata": {},
    "source": [
-    "---\n",   
+    "---\n",
     "# PRISMATIC Workshop: Initializing FATES from NEON Remote Sensing\n",
     "\n",
     "## Tutorial Overview\n",
@@ -49,12 +49,12 @@
     "\n",
     "The PRISMATIC strategy is therefore a supervised, observation-to-model workflow. It uses field measurements to define and calibrate plant functional type classification and forest structure.\n",
     "\n",
-    "Keep this question in mind throughout the notebook: **What ecological information is being measured directly, what is being estimated, and how is uncertainty introduced at each handoff?**",
+    "Keep this question in mind throughout the notebook: **What ecological information is being measured directly, what is being estimated, and how is uncertainty introduced at each handoff?**\n",
     "\n",
     "For additional project motivation and context, see the workshop background presentation: https://canva.link/0e9gdg4lr18gdu9\n"
    ]
   },
- {
+  {
    "cell_type": "markdown",
    "id": "5e9f2c57-55b3-4b2b-b94b-7b1d9465e56c",
    "metadata": {},
@@ -104,7 +104,7 @@
     "\n",
     "### Download shapefiles\n",
     "\n",
-    "The workflow also relies on manually derived crown-delineation shapefiles (`my_shapes.zip`), which are not downloaded automatically from NEON. These files can be downloaded from: `[PLACEHOLDER: add the location/link where my_shapes.zip is hosted]`.\n",
+    "The workflow also relies on manually derived crown-delineation shapefiles (`my_shapes.zip`), which are not downloaded automatically from NEON. These files can be downloaded <a href=\"https://storage.googleapis.com/neon-tutorial-datasets/prismatic/my_shapes.zip\" target=\"_blank\">here</a>.\n",
     "\n",
     "The workshop's CyVerse environment already has these shapefiles staged, so participants do not need to download or move them. If you are **not** running in CyVerse, you will need to manually download `my_shapes.zip`, unzip it, and move the contents to the expected folder so the shapefile is found at `${TUTORIAL_HOME}/data/raw/inventory/manually_uploaded/<site>/<year>/my_shapes.shp` (for example, `data/raw/inventory/manually_uploaded/TEAK/2021/my_shapes.shp`).\n",
     "\n",