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Awesome-GEE

A curated list of Google Earth Engine resources
https://github.com/opengeos/Awesome-GEE

Last synced: 6 days ago
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Free Courses
- Individuals
  - Spatial Data Management with Earth Engine - by [Qiusheng Wu](https://twitter.com/giswqs)
  - End-to-End Google Earth Engine - by [Ujaval Gandhi](https://twitter.com/spatialthoughts)
  - Spatial Data Management with Earth Engine - by [Qiusheng Wu](https://twitter.com/giswqs)
  - Professor Iain Woodhouse’s guide to GEE resources and courses
Videos
- Google
- geemap
  - geemap tutorials on YouTube
  - geemap tutorials on 哔哩哔哩
  - geemap tutorials on 西瓜视频
  - video - [slides](https://gishub.org/geoinsider))
  - video
- General
  - video - [slides](https://t.co/PM4Rqc604X?amp=1))
  - video
  - video - [slides](https://t.co/PM4Rqc604X?amp=1))
Earth Engine official websites
Get Started
- Get Started with Earth Engine
- Client vs. Server - side objects vs server-side objects.
- Coding Best Practices
- Sign up
Get Help
JavaScript API
- Repositories
  - LandTrendr - Spectral-temporal segmentation algorithm.
  - gee-ccdc-tools - A suite of tools designed for continuous land change monitoring in Google Earth Engine.
  - Continuous Degradation Detection (CODED) - A system for monitoring forest degradation and deforestation.
  - OpenEarthEngineLibrary - Collection of code goodies for Google Earth Engine (GEE).
  - Fernerkundung/EarthEngine_scripts - Scripts and snippets for Google Earth Engine.
  - jdbcode/Snazzy-EE-TS-GIF - Apps for creating Landsat time series animations.
  - fitoprincipe/geetools-code-editor - A set of tools to use in Google Earth Engine JavaScript Code Editor.
  - Fernerkundung/EarthEngine_scripts - Scripts and snippets for Google Earth Engine.
  - Google Earth Engine Toolbox (GEET) - Library to write small EE apps or big/complex apps with a lot less code.
  - zecojls/tagee - Terrain Analysis in Google Earth Engine (TAGEE).
  - ee-palettes - A module for generating color palettes in Earth Engine to be applied to mapped data.
  - LT-GEE - Google Earth Engine implementation of the LandTrendr spectral-temporal segmentation algorithm.
  - spectral - Awesome Spectral Indices for the Google Earth Engine JavaScript API (Code Editor).
  - msslib - An Earth Engine JavaScript library for working with Landsat MSS image data.
  - geeSharp - Pan-sharpening in the Earth Engine Code Editor.
  - snazzy - Custom basemap styles in the Earth Engine Code Editor.
  - ee-polyfill - Modern Javascript methods (ES6+) for the Earth Engine Code Editor.
  - gee-blend - Various blending functions for Google Earth Engine.
- Tutorials
- Books
  - Cloud-Based Remote Sensing with Google Earth Engine
- Playground
  - JavaScript Code Editor - The official Google Earth Engine JavaScript Code Editor.
Python API
- Installation
  - Earth Engine Python API installation
- Packages
  - earthengine-api - The official Google Earth Engine Python API.
  - geemap - A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets.
  - gee_tools - A set of tools for working with Google Earth Engine Python API.
  - geedim - Search, composite, and download Earth Engine imagery, without size limits.
  - geeadd - Google Earth Engine Batch Asset Manager with Addons.
  - geeup - Simple CLI for Google Earth Engine Uploads.
  - cartoee - Publication quality maps using Earth Engine and Cartopy.
  - landsat-extract-gee - Get Landsat surface reflectance time-series from google earth engine.
  - Ndvi2Gif - Creating seasonal NDVI compositions GIFs.
  - eemont - A Python package that extends the Google Earth Engine Python API with pre-processing and processing tools.
  - hydra-floods - An open source Python application for downloading, processing, and delivering surface water maps derived from remote sensing data.
  - RadGEEToolbox - Python package simplifying large-scale operations using Google Earth Engine (GEE) Python API for users who utilize Landsat (5, 8, & 9) and Sentinel 1 & 2 data.
  - restee - A package that aims to make plugging Earth Engine computations into downstream Python processing easier.
  - wxee - A Python interface between Earth Engine and xarray for processing weather and climate data.
  - taskee - Monitor your Earth Engine tasks and get notifications on your phone or computer.
  - geedim - Search, composite, and download Earth Engine imagery, without size limits.
  - geemap - A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets.
- Tutorials
- Books
  - Geospatial Data Science with Earth Engine and Geemap
- Repositories
  - earthengine-py-notebooks - A collection of 360+ Jupyter notebook examples for using Google Earth Engine with interactive mapping.
  - earthengine-py-examples - A collection of 300+ examples for using Earth Engine and the geemap Python package.
  - ee-tensorflow-notebooks - Repository to place example notebooks for Deep Learning applications with TensorFlow and Earth Engine.
  - CoastSat - Global shoreline mapping tool from satellite imagery.
  - Google-Earth-Engine-Python-Examples
  - csaybar/EEwPython
R
- Tutorials
  - rgee tutorial #1: Creating global land surface temperature maps
  - rgee tutorial #2: Satellite image processing
- Packages
  - rgee - An R package for using Google Earth Engine.
  - earthEngineGrabR - Simplify the acquisition of remote sensing data.
- Repositories
  - rgee-examples - A collection of 250+ examples for using Google Earth Engine with R.
QGIS
- Tutorials
  - Creating Maps with Google Earth Engine
- Packages
  - Website - community/qgis-earthengine-plugin)) - Integrates Google Earth Engine and QGIS using Python API.
- Repositories
  - qgis-earthengine-examples - A collection of 300+ Python examples for using Google Earth Engine in QGIS.
GitHub Developers
- Community
- Individuals
Twitter
- Bots
- Individuals
- Google affiliated
Apps
- Individuals
  - A searchable list of all publicly available Google Earth Engine Apps
  - Earth Engine App Filter
  - Earth Engine Apps - Google
  - An image gallery of almost all publicly available Google Earth Engine Apps - Philipp Gärtner
Presentations
- geemap
  - Using the geemap Python package for interactive mapping with Earth Engine - Earth Engine Virtual Meetup on May 8, 2020
  - Cloud computing and interactive mapping with Earth Engine and open-source GIS - GeoInsider webinar on May 28, 2020
  - Mapping Wetland Inundation Dynamics using Google Earth Engine - Machine learning and data fusion workshop on June 10, 2020
- General
  - SERVIR Global - Introduction to Google Earth Engine
Projects
- geemap
  - Google Earth Engine
Websites
- geemap
Datasets
- Landsat
- Sentinel
- NAIP
  - NAIP: National Agriculture Imagery Program
- Land Cover
  - NLCD: USGS National Land Cover Database
- Community Datasets
  - awesome-gee-community-datasets
Papers
- Journal Special Issues

Programming Languages

Python 18 JavaScript 11 Jupyter Notebook 7 R 2 HTML 2

Categories

Python API 101 JavaScript API 49 Twitter 24 GitHub Developers 19 Datasets 13 Videos 11 Websites 10 Earth Engine official websites 6 Get Help 6 R 5 Presentations 4 Papers 4 Apps 4 Free Courses 4 Get Started 4 QGIS 3 Projects 1 License 1

Sub Categories

Tutorials 108 Individuals 41 Repositories 26 Packages 20 geemap 19 Landsat 6 General 4 Sentinel 4 Google affiliated 4 Journal Special Issues 4 Community 3 Bots 3 Google 3 Books 2 Installation 1 Coastal 1 Playground 1 NAIP 1 Community Datasets 1 Land Cover 1

Keywords

earth-engine 19 google-earth-engine 18 remote-sensing 14 python 9 gis 8 earthengine 6 geospatial 6 landsat 5 gee 4 cli 4 javascript 4 image-processing 3 satellite-imagery 3 jupyter-notebook 2 sentinel-2 2 spectral-indices 2 code-editor 2 google 2 earth-observation 2 xarray 2 satellite-images 2 raster 2 geographic-information-systems 2 r 2 mapping 2 googleearthengine 2 style 1 es6 1 polyfill 1 addon 1 time-series-analysis 1 batch-upload 1 command-line-tool 1 earth-engine-uploads 1 gee-upload 1 landtrendr 1 cartopy 1 plot 1 visualization 1 elter 1 ndvi 1 phenology 1 landscape-dynamics 1 change-detection 1 sumhal 1 spectral-dataset 1 spectral-index 1 spectral-data 1 spectral 1 ergas 1