Clean up notebook examples (#881)

* Clean up notebook examples * Update Dockerfile
opengeos · Sep 1, 2024 · 9b75955 · 9b75955
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diff --git a/Dockerfile b/Dockerfile
@@ -5,8 +5,8 @@ RUN mamba install -c conda-forge leafmap geopandas "localtileserver>=0.10.0" osm
     fix-permissions "/home/${NB_USER}"
 
 RUN mkdir ./examples
-COPY /examples/notebooks ./examples/notebooks
-COPY /examples/workshops ./examples/workshops
+COPY /docs/notebooks ./examples/notebooks
+COPY /docs/workshops ./examples/workshops
 COPY /examples/data ./examples/data
 COPY /examples/README.md ./examples/README.md
 

diff --git a/docs/faq.md b/docs/faq.md
@@ -11,7 +11,7 @@ with Google Colab, `import leafmap` will automatically use the `folium` plotting
 
 ## How to use a specific plotting backend
 
-`leafmap` has three plotting backends: [folium](https://github.com/python-visualization/folium), [ipyleaflet](https://github.com/jupyter-widgets/ipyleaflet), and [here-map-widget-for-jupyter](https://github.com/heremaps/here-map-widget-for-jupyter). If you are using `leafmap` with Jupyter installed locally, `import leafmap` will use the `ipyleaflet` plotting backend by default. If you are using `leafmap` with [Google Colab](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/01_leafmap_intro.ipynb), `import leafmap` will use the `folium` plotting backend by default. Note that Google Colab does not yet support `ipyleaflet` ([source](https://github.com/googlecolab/colabtools/issues/498#issuecomment-695335421)). Therefore, you won't be able to access the `leafmap` toolbar in Colab. Note that the backends do not offer equal functionality. Some interactive functionality in `ipyleaflet` might not be available in `folium` or `heremap`. To use a specific plotting backend, use one of the following:
+`leafmap` has three plotting backends: [folium](https://github.com/python-visualization/folium), [ipyleaflet](https://github.com/jupyter-widgets/ipyleaflet), and [here-map-widget-for-jupyter](https://github.com/heremaps/here-map-widget-for-jupyter). If you are using `leafmap` with Jupyter installed locally, `import leafmap` will use the `ipyleaflet` plotting backend by default. If you are using `leafmap` with [Google Colab](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/01_leafmap_intro.ipynb), `import leafmap` will use the `folium` plotting backend by default. Note that Google Colab does not yet support `ipyleaflet` ([source](https://github.com/googlecolab/colabtools/issues/498#issuecomment-695335421)). Therefore, you won't be able to access the `leafmap` toolbar in Colab. Note that the backends do not offer equal functionality. Some interactive functionality in `ipyleaflet` might not be available in `folium` or `heremap`. To use a specific plotting backend, use one of the following:
 
 -   `import leafmap.leafmap as leafmap`
 -   `import leafmap.foliumap as leafmap`

diff --git a/docs/notebooks/01_leafmap_intro.ipynb b/docs/notebooks/01_leafmap_intro.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/01_leafmap_intro.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/01_leafmap_intro.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/01_leafmap_intro.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Introducing the leafmap Python package for interactive mapping**\n",

diff --git a/docs/notebooks/02_using_basemaps.ipynb b/docs/notebooks/02_using_basemaps.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/02_using_basemaps.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/02_using_basemaps.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/02_using_basemaps.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Using basemaps in leafmap**\n",

diff --git a/docs/notebooks/03_cog_stac.ipynb b/docs/notebooks/03_cog_stac.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/03_cog_stac.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/03_cog_stac.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/03_cog_stac.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Using Cloud Optimized GeoTIFF (COG) and SpatioTemporal Asset Catalog (STAC)**\n",

diff --git a/docs/notebooks/04_cog_mosaic.ipynb b/docs/notebooks/04_cog_mosaic.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/04_cog_mosaic.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/04_cog_mosaic.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/04_cog_mosaic.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Creating a virtual mosaic of Cloud Optimized GeoTIFFs (COG)**\n",

diff --git a/docs/notebooks/05_load_raster.ipynb b/docs/notebooks/05_load_raster.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/05_load_raster.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/05_load_raster.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/05_load_raster.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Loading local raster datasets with leafmap**\n",

diff --git a/docs/notebooks/06_legend.ipynb b/docs/notebooks/06_legend.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/06_legend.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/06_legend.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/06_legend.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Adding custom legends to the map**\n",

diff --git a/docs/notebooks/07_colorbar.ipynb b/docs/notebooks/07_colorbar.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/07_colorbar.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/07_colorbar.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/07_colorbar.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Adding custom colorbars to the map**\n",

diff --git a/docs/notebooks/08_whitebox.ipynb b/docs/notebooks/08_whitebox.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/08_whitebox.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/08_whitebox.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/08_whitebox.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Using WhiteboxTools with leafmap**\n",

diff --git a/docs/notebooks/09_csv_to_points.ipynb b/docs/notebooks/09_csv_to_points.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/09_csv_to_points.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/09_csv_to_points.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/09_csv_to_points.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Converting CSV to points**\n",

diff --git a/docs/notebooks/10_add_vector.ipynb b/docs/notebooks/10_add_vector.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/10_add_vector.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/10_add_vector.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/10_add_vector.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Adding local vector data (e.g., shp, geojson, kml) to the map**\n",

diff --git a/docs/notebooks/11_linked_maps.ipynb b/docs/notebooks/11_linked_maps.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/11_linked_maps.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/11_linked_maps.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/11_linked_maps.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Creating linked maps for visualizing multiple maps simultaneously**\n",

diff --git a/docs/notebooks/12_split_map.ipynb b/docs/notebooks/12_split_map.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/12_split_map.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/12_split_map.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/12_split_map.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Creating a split-panel map with only one line of code**\n",

diff --git a/docs/notebooks/13_geopandas.ipynb b/docs/notebooks/13_geopandas.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/13_geopandas.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/13_geopandas.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/13_geopandas.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Adding a GeoPandas GeoDataFrame to the map with a single line of code**\n",

diff --git a/docs/notebooks/14_postgis.ipynb b/docs/notebooks/14_postgis.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/14_postgis.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/14_postgis.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/14_postgis.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Adding data from a PostGIS database to the map**\n",

diff --git a/docs/notebooks/15_openstreetmap.ipynb b/docs/notebooks/15_openstreetmap.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/15_openstreetmap.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/15_openstreetmap.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/15_openstreetmap.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Downloading OpenStreetMap data with a single line of code**\n",

diff --git a/docs/notebooks/16_heremap.ipynb b/docs/notebooks/16_heremap.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/16_heremap.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/16_heremap.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/16_heremap.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Using [HERE Map Widget for Jupyter](https://github.com/heremaps/here-map-widget-for-jupyter) as a plotting backend**\n",

diff --git a/docs/notebooks/17_vector_tile_layer.ipynb b/docs/notebooks/17_vector_tile_layer.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/17_vector_tile_layer.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/17_vector_tile_layer.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/17_vector_tile_layer.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Adding a vector tile layer to the map**\n",

diff --git a/docs/notebooks/18_point_layer.ipynb b/docs/notebooks/18_point_layer.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/18_point_layer.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/18_point_layer.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/18_point_layer.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Adding a point layer with popup attributes to the map**\n",

diff --git a/docs/notebooks/19_map_to_html.ipynb b/docs/notebooks/19_map_to_html.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/19_map_to_html.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/19_map_to_html.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/19_map_to_html.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Saving maps as a html file**\n",

diff --git a/docs/notebooks/20_planet_imagery.ipynb b/docs/notebooks/20_planet_imagery.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/20_planet_imagery.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/20_planet_imagery.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/20_planet_imagery.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Adding Planet global monthly and quarterly mosaic**\n",

diff --git a/docs/notebooks/21_ts_inspector.ipynb b/docs/notebooks/21_ts_inspector.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/21_ts_inspector.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/21_ts_inspector.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/21_ts_inspector.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Using timeseries inspector with a single click**\n",

diff --git a/docs/notebooks/22_time_slider.ipynb b/docs/notebooks/22_time_slider.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/22_time_slider.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/22_time_slider.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/22_time_slider.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Using time slider for visualizing timeseries images**\n",

diff --git a/docs/notebooks/23_colormaps.ipynb b/docs/notebooks/23_colormaps.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/23_colormaps.ipynb)\n",
-    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/examples/notebooks/23_colormaps.ipynb)\n",
+    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/23_colormaps.ipynb)\n",
     "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
     "\n",
     "**Creating colormaps with a single line of code**\n",