README.md

geemap

YouTube Channel

More video tutorials for geemap and Earth Engine are available on my YouTube channel. If you can't access YouTube in your country, you can try 西瓜视频 or 哔哩哔哩。

Tutorials

1. Introducing the geemap Python package for interactive mapping with Google Earth Engine (video | gif | notebook)
2. Using basemaps in geemap and ipyleaflet for interactive mapping with Google Earth Engine (video | gif | notebook)
3. Introducing the Inspector tool for Earth Engine Python API (video | gif | notebook)
4. Creating a split-panel map for visualizing Earth Engine data (video | gif | notebook)
5. Using drawing tools to interact with Earth Engine data (video | gif | notebook)
6. Creating an interactive map with a marker cluster (video | gif | notebook)
7. Converting data formats between GeoJSON and Earth Engine (video | gif | notebook)
8. Automated conversion from Earth Engine JavaScripts to Python scripts and Jupyter notebooks (video | gif | notebook)
9. Interactive plotting of Earth Engine data with minimal coding (video | gif | notebook)
10. Using shapefiles with Earth Engine without having to upload data to GEE (video | gif | notebook)
11. Exporting Earth Engine Image and ImageCollection as GeoTIFF and Numpy array (video | gif | notebook)
12. Computing zonal statistics with Earth Engine and exporting results as CSV or shapefile (video | gif | notebook)
13. Calculating zonal statistics by group (e.g., analyzing land cover composition of each country/state) (video | gif | notebook)
14. Adding a customized legend for Earth Engine data (video | gif | notebook)
15. Converting Earth Engine JavaScripts to Python code directly within Jupyter notebook (video | gif | notebook)
16. Adding animated text to GIF images generated from Earth Engine data (video | gif | notebook)
17. Adding colorbar and images to GIF animations generated from Earth Engine data (video | gif | notebook)
18. Creating Landsat timelapse animations with animated text using Earth Engine (video | gif | notebook)
19. How to search and import datasets from Earth Engine Data Catalog (video | gif | notebook)
20. Using timeseries inspector to visualize landscape changes over time (video | gif | notebook)
21. Exporting Earth Engine maps as HTML files and PNG images (video | gif | notebook)
22. How to import Earth Engine Python scripts into Jupyter notebook? (video | gif | notebook)
23. How to search Earth Engine API and import assets from GEE personal account? (video | gif | notebook)
24. How to publish interactive Earth Engine maps? (video | gif | notebook)
25. How to load local raster datasets with geemap? (video | gif | notebook)
26. How to create and deploy Earth Engine Apps using Python? (video | gif | notebook)
27. How to create an interactive Earth Engine App for creating Landsat timelapse? (video | gif | notebook)
28. How to use your local computer as a web server for hosting Earth Engine Apps? (video | gif | notebook)
29. How to use pydeck for rendering Earth Engine data (video | gif | notebook)
30. How to get image basic properties and descriptive statistics (video | gif | notebook)
31. Machine Learning with Earth Engine - Unsupervised Classification (video | gif | notebook)
32. Machine Learning with Earth Engine - Supervised Classification (video | gif | notebook)
33. Machine Learning with Earth Engine - Performing Accuracy Assessment for Image Classification (video | gif | notebook)
34. Interactive extraction of pixel values and interactive region reduction (video | gif | notebook)
35. How to use geemap and Earth Engine in Google Colab (video | gif | notebook)
36. How to find out the greenest day of the year (video | gif | notebook)
37. How to use Earth Engine with pydeck for 3D terrain visualization (video | gif | notebook)
38. How to use Cloud Optimized GeoTIFF with Earth Engine (video | gif | notebook)
39. How to create Landsat timelapse animations without coding (video | gif | notebook)
40. How to add interactive widgets to the map (video | gif | notebook)
41. How to develop an Earth Engine app for mapping surface water dynamics (video | gif | notebook)
42. How to upload data to Earth Engine Apps using ipywidgets (video | gif | notebook)
43. How to extract pixel values from an Earth Engine image using a point shapefile (video | gif | notebook)
44. How to use Cloud Optimized GeoTIFF (COG) and SpatioTemporal Asset Catalog (STAC) (video | gif | notebook)
45. How to load a virtual mosaic of Cloud Optimized GeoTIFFs (COG) (video | gif | notebook)
46. How to use locally trained machine learning models with Earth Engine (video | gif | notebook)
47. How to download image thumbnails from Earth Engine (video | gif | notebook)
48. How to add a draggable legend to folium maps (video | gif | notebook)
49. How to add a colorbar to the map (video | gif | notebook)
50. How to create publication quality maps using cartoee (video | gif | notebook)
51. How to create publication quality maps with custom projections (video | gif | notebook)
52. How to create timelapse animations with custom projection, scale bar, and north arrow (video | gif | notebook)
53. How to change layer visualization interactively with a GUI (video | gif | notebook)
54. Visualizing Earth Engine vector data interactively with a GUI (video | gif | notebook)
55. Visualizing Earth Engine raster data interactively with a GUI (video | gif | notebook)
56. Loading local vector and raster data to geemap without coding (video | gif | notebook)
57. Creating publication-quality maps with multiple Earth Engine layers (video | gif | notebook)
58. Loading vector data (e.g., shp, kml, geojson) to the map without coding (video | gif | notebook)
59. Using whitebox with geemap (video | gif | notebook)
60. Visualizing Earth Engine data with over 200 colormaps through dot notation (video | gif | notebook)
61. Adding a scale bar to a cartoee map (video | gif | notebook)
62. Using the time slider for visualizing Earth Engine time-series images (video | gif | notebook)
63. Creating interactive charts from Earth Engine data (video | gif | notebook)
64. Accessing the Earth Engine Data Catalog via dot notation with autocompletion (video | gif | notebook)
65. Styling Earth Engine vector data (video | gif | notebook)
66. Adding a legend to publication quality maps using cartoee (video | gif | notebook)
67. Creating training samples for machine learning and supervised image classification (video | gif | notebook)
68. Converting NetCDF to Earth Engine Image (video | gif | notebook)
69. Plotting Earth Engine vector data with cartoee (video | gif | notebook)
70. Creating linked maps with a few lines of code (video | gif | notebook)
71. Creating Landsat timelapse animations with a few clicks (video | gif | notebook)
72. Creating time-series cloud-free composites with a few clicks (video | gif | notebook)
73. Generating transects along lines with Earth Engine without coding (video | gif | notebook)
74. Creating points from CSV without coding (video | gif | notebook)
75. Visualizing land cover change with inteactive Sankey diagrams (video | gif | notebook)
76. Downloading and visualizing OpenStreetMap data (video | gif | notebook)
77. Adding Planet global monthly and quarterly mosaic (video | gif | notebook)
78. Using timeseries inspector with one click (video | gif | notebook)

1. Introducing the geemap Python package for interactive mapping with Google Earth Engine

2. Using basemaps in geemap and ipyleaflet for interactive mapping with Google Earth Engine

3. Introducing the Inspector tool for Earth Engine Python API

4. Creating a split-panel map for visualizing Earth Engine data

5. Using drawing tools to interact with Earth Engine data

6. Creating an interactive map with a marker cluster

7. Converting data formats between GeoJSON and Earth Engine

8. Automated conversion from Earth Engine JavaScripts to Python scripts and Jupyter notebooks

9. Interactive plotting of Earth Engine data with minimal coding

10. Using shapefiles with Earth Engine without having to upload data to GEE

11. Exporting Earth Engine Image and ImageCollection as GeoTIFF and Numpy array

12. Computing zonal statistics with Earth Engine and exporting results as CSV or shapefile

13. Calculating zonal statistics by group (e.g., analyzing land cover composition of each country/state)

14. Adding a customized legend for Earth Engine data

15. Converting Earth Engine JavaScripts to Python code directly within Jupyter notebook

16. Adding animated text to GIF images generated from Earth Engine data

17. Adding colorbar and images to GIF animations generated from Earth Engine data

18. Creating Landsat timelapse animations with animated text using Earth Engine

19. How to search and import datasets from Earth Engine Data Catalog

20. Using timeseries inspector to visualize landscape changes over time

21. Exporting Earth Engine maps as HTML files and PNG images

22. How to import Earth Engine Python scripts into Jupyter notebook?

23. How to search Earth Engine API and import assets from GEE personal account?

24. How to publish interactive Earth Engine maps?

25. How to load local raster datasets with geemap?