diff --git a/awsm/tests/basins/Gold-NetCDF-Compare.ipynb b/awsm/tests/basins/Gold-NetCDF-Compare.ipynb
index e559953..f5624fd 100644
--- a/awsm/tests/basins/Gold-NetCDF-Compare.ipynb
+++ b/awsm/tests/basins/Gold-NetCDF-Compare.ipynb
@@ -45,7 +45,11 @@
    "id": "5070313f-db14-438e-8c18-dd2ce0b95621",
    "metadata": {},
    "source": [
-    "### Test basin"
+    "### Test basin\n",
+    "Pick one of the available below. This will ensure proper comparison path setup:\n",
+    "* Lakes: Lakes with HRRR\n",
+    "* Lakes_lidar: Lakes with HRRR and lidar update\n",
+    "* RME: RME with station data"
    ]
   },
   {
@@ -55,7 +59,21 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "basin_name = \"Lakes\""
+    "basin_name = \"Lakes_lidar\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "277416bc-035f-42f6-941e-813843bf5b42",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "basins = {\n",
+    "    \"Lakes\": (\"Lakes\", \"gold_hrrr\"),\n",
+    "    \"Lakes_lidar\": (\"Lakes\", \"gold_hrrr_update\"),\n",
+    "    \"RME\": (\"RME\", \"gold\"),\n",
+    "}"
    ]
   },
   {
@@ -110,19 +128,30 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "filename = \"model_lidar_change.nc\"\n",
-    "variables = lidar_change"
+    "filename = \"em.nc\"\n",
+    "variables = em_variables"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b5dcab09-9890-409f-8b92-443422919d1a",
+   "metadata": {},
+   "source": [
+    "## NOTE\n",
+    "When changing between Lakes and Lakes with lidar update, ensure that the gold path is updated below\n",
+    "* Lakes: `gold_hrrr`\n",
+    "* Lakes with lidar: `gold_hrrr_update`"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "eac36c8e-4863-4733-9c3c-a7854eb70f02",
+   "id": "86a76ade-3f51-415f-829a-a7304f2af080",
    "metadata": {},
    "outputs": [],
    "source": [
-    "old_nc = xr.open_dataset(f\"{basin_name}/gold_hrrr_update/{filename}\").drop_vars(\"projection\")\n",
-    "new_nc_file = list(Path('.').glob(f\"{basin_name}/output/*/*/*/*/{filename}\"))[0]\n",
+    "old_nc = xr.open_dataset(f\"{basins[basin_name][0]}/{basins[basin_name][1]}/{filename}\").drop_vars(\"projection\")\n",
+    "new_nc_file = list(Path('.').glob(f\"{basins[basin_name][0]}/output/*/*/*/*/{filename}\"))[0]\n",
     "new_nc = xr.open_dataset(new_nc_file).drop_vars(\"projection\")"
    ]
   },
@@ -167,6 +196,8 @@
     "    \n",
     "    plots.set_titles(\"{value}\")\n",
     "    plots.fig.suptitle(f\"Variable: {variable}\")\n",
+    "\n",
+    "    plots.fig.savefig(f\"{variable}_xy.png\", dpi=120)\n",
     "   \n",
     "    return plots"
    ]
@@ -221,7 +252,9 @@
     "    \n",
     "    for i in range(num_times):\n",
     "        data[variable].isel(time=i).plot.hist(ax=axes[i], bins=30, color='skyblue')\n",
-    "        axes[i].set_xlabel(\"\")"
+    "        axes[i].set_xlabel(\"\")\n",
+    "\n",
+    "    fig.savefig(f\"{variable}_hist.png\", dpi=120)"
    ]
   },
   {
@@ -238,7 +271,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "e5b4b7d9-6c11-4ed3-b015-0bd6fde9b5d1",
+   "id": "cbfaa1be-e013-4301-a711-b8cb43e93fdf",
    "metadata": {},
    "outputs": [],
    "source": []
diff --git a/awsm/tests/basins/Lakes/gold_hrrr/em.nc b/awsm/tests/basins/Lakes/gold_hrrr/em.nc
index 19849af..14443fc 100644
Binary files a/awsm/tests/basins/Lakes/gold_hrrr/em.nc and b/awsm/tests/basins/Lakes/gold_hrrr/em.nc differ
diff --git a/awsm/tests/basins/Lakes/gold_hrrr_update/em.nc b/awsm/tests/basins/Lakes/gold_hrrr_update/em.nc
index 6d10736..716d6c7 100644
Binary files a/awsm/tests/basins/Lakes/gold_hrrr_update/em.nc and b/awsm/tests/basins/Lakes/gold_hrrr_update/em.nc differ