diff --git a/_quarto.yml b/_quarto.yml
index a802451..986543b 100644
--- a/_quarto.yml
+++ b/_quarto.yml
@@ -4,7 +4,6 @@ project:
   render:
     - "*.qmd"
     - "*.ipynb"
-    - "tutorials/python/*.html"
     - "!drafts/"
 execute:
   freeze: auto
@@ -13,6 +12,7 @@ website:
   repo-url: https://github.com/boettiger-lab/nasa-topst-env-justice
   repo-actions: [edit, issue]
   page-navigation: true
+  resources: static
   navbar:
     background: black
     search: true
diff --git a/static/ndvi-redlines.html b/static/ndvi-redlines.html
new file mode 100644
index 0000000..290a9a2
--- /dev/null
+++ b/static/ndvi-redlines.html
@@ -0,0 +1,38 @@
+<!DOCTYPE html>
+<html lang="en">
+<meta charset="UTF-8">
+<title>My Awesome Map</title>
+<meta name="viewport" content="width=device-width,initial-scale=1">
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+-->
+<script src="https://unpkg.com/maplibre-gl@3.6.2/dist/maplibre-gl.js"></script>
+<link rel="stylesheet" href="https://unpkg.com/maplibre-gl@3.6.2/dist/maplibre-gl.css"/>
+<style>.layer-switcher-ctrl{background-color:#fff}.layer-switcher-ctrl a{background-color:#fff;_color:#404040;color:#a9a9a9;display:block;margin:0;padding:5px 10px;text-decoration:none;border-bottom:1px solid black;text-align:center}.layer-switcher-ctrl a:hover{background-color:#f8f8f8;color:#404040}.layer-switcher-ctrl a.active{background-color:#3887be;color:#fff}.layer-switcher-ctrl a.active:hover{background:#3074a4}.layer-switcher-ctrl-simple{background-color:#fff}.layer-switcher-ctrl-simple a{background-color:#fff;color:#a9a9a9;display:block;margin:0;padding:5px 10px;text-decoration:none;border-bottom:1px solid black;text-align:center}.layer-switcher-ctrl-simple a:hover{background-color:#f8f8f8;color:#404040}.layer-switcher-ctrl-simple a.active{color:#404040}.layer-switcher-ctrl-simple a.active:hover{_background:#3074a4;color:#a9a9a9}
+html, body {height: 100%; margin: 0; padding: 0;} #pymaplibregl {width: 100%; height: 100%;}
+</style>
+<body>
+<div id="pymaplibregl"></div>
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+/*! Bundled license information:
+
+mustache/mustache.mjs:
+  (*!
+   * mustache.js - Logic-less {{mustache}} templates with JavaScript
+   * http://github.com/janl/mustache.js
+   *)
+*/
+
+// ...
+(() => {
+    var data = {"mapOptions": {"bearing": 0, "center": [0, 20], "pitch": 0, "style": "https://basemaps.cartocdn.com/gl/dark-matter-gl-style/style.json", "zoom": 1}, "calls": []};
+    pymaplibregl(data);
+})();
+</script>
+</body>
+</html>
\ No newline at end of file
diff --git a/tutorials/python/1-intro-python.ipynb b/tutorials/python/1-intro-python.ipynb
index 3c7afb4..f0131b9 100644
--- a/tutorials/python/1-intro-python.ipynb
+++ b/tutorials/python/1-intro-python.ipynb
@@ -763,38 +763,28 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 15,
    "id": "0e84fb3a-fe46-4f2b-b016-be3e94852072",
    "metadata": {},
    "outputs": [
     {
-     "data": {
-      "text/html": [
-       "\n",
-       "        <iframe\n",
-       "            width=\"700\"\n",
-       "            height=\"400\"\n",
-       "            src=\"https://boettiger-lab.github.io/nasa-topst-env-justice/tutorials/python/ndvi-redlines.html\"\n",
-       "            frameborder=\"0\"\n",
-       "            allowfullscreen\n",
-       "            \n",
-       "        ></iframe>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<IPython.lib.display.IFrame at 0x7c6ac7fc7ad0>"
-      ]
-     },
-     "execution_count": 11,
-     "metadata": {},
-     "output_type": "execute_result"
+     "ename": "FileNotFoundError",
+     "evalue": "[Errno 2] No such file or directory: '../../static/ndvi-redlines.html'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn[15], line 3\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;66;03m# use an iframe so the map can display on webpages\u001b[39;00m\n\u001b[1;32m      2\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mIPython\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdisplay\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m IFrame\n\u001b[0;32m----> 3\u001b[0m \u001b[43mm\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mto_html\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m../../static/ndvi-redlines.html\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43moverwrite\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m)\u001b[49m\n\u001b[1;32m      4\u001b[0m IFrame(src\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mhttps://boettiger-lab.github.io/nasa-topst-env-justice/ndvi-redlines.html\u001b[39m\u001b[38;5;124m'\u001b[39m, width\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m700\u001b[39m, height\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m400\u001b[39m)\n",
+      "File \u001b[0;32m/opt/conda/lib/python3.12/site-packages/leafmap/maplibregl.py:1457\u001b[0m, in \u001b[0;36mMap.to_html\u001b[0;34m(self, output, title, width, height, replace_key, remove_port, preview, overwrite, **kwargs)\u001b[0m\n\u001b[1;32m   1454\u001b[0m     num \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlen\u001b[39m(glob\u001b[38;5;241m.\u001b[39mglob(output\u001b[38;5;241m.\u001b[39mreplace(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m.html\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m*.html\u001b[39m\u001b[38;5;124m\"\u001b[39m)))\n\u001b[1;32m   1455\u001b[0m     output \u001b[38;5;241m=\u001b[39m output\u001b[38;5;241m.\u001b[39mreplace(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m.html\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m_\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mnum\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m.html\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m-> 1457\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28;43mopen\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43moutput\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mw\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m \u001b[38;5;28;01mas\u001b[39;00m f:\n\u001b[1;32m   1458\u001b[0m     f\u001b[38;5;241m.\u001b[39mwrite(html)\n\u001b[1;32m   1459\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m preview:\n",
+      "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '../../static/ndvi-redlines.html'"
+     ]
     }
    ],
    "source": [
     "# use an iframe so the map can display on webpages\n",
     "from IPython.display import IFrame\n",
-    "m.to_html(\"ndvi-redlines.html\", overwrite=True)\n",
-    "IFrame(src='https://boettiger-lab.github.io/nasa-topst-env-justice/tutorials/python/ndvi-redlines.html', width=700, height=400)"
+    "m.to_html(\"../../static/ndvi-redlines.html\", overwrite=True)\n",
+    "IFrame(src='https://boettiger-lab.github.io/nasa-topst-env-justice/ndvi-redlines.html', width=700, height=400)"
    ]
   },
   {
