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Google Earth Engine (GEE)

2025

  • Human degradation of tropical moist forests: Nature paper on quantifying human degradation of tropical forests using GEE with GEDI kernel analysis. GEE Code: https://zenodo.org/records/11235618Keywords: GEE deforestation forest degradation GEDI tropical lidar

  • Precipitation Dataset Comparison in GEE: Paper evaluating multiple precipitation datasets available in GEE on a daily basis. CodeKeywords: GEE precipitation CHIRPS rainfall comparison evaluation

2024

Earlier

  • Soil Erosion RUSLE: SoilWatch approach using RUSLE in GEE to identify globally degrading soils. CodeKeywords: GEE soil erosion RUSLE land degradation

  • BIOPAR LAI/FAPAR in GEE: GEE code for computing Biophysical Parameters (LAI, FAPAR) from Sentinel-2 using BIOPAR. [Keywords: GEE Sentinel-2 LAI FAPAR biophysical vegetation]

  • Dynamic Time Warping for Satellite Image Time Series Classification: SoilWatch guide on applying DTW for SITS classification in GEE. [Keywords: GEE time series DTW dynamic time warping classification machine learning]

  • Topographic Correction in GEE: Tutorial on applying terrain/topographic correction to satellite imagery in Google Earth Engine. [Keywords: GEE topographic correction terrain DEM satellite]

  • USDA GEE Random Forest Regression Training: USDA digital soil mapping exercise using Random Forest regression in GEE. [Keywords: GEE Random Forest regression soil mapping USDA]

  • GEE Python App with Greppo: Tutorial on building geospatial web applications combining GEE and Greppo framework. [Keywords: GEE Python Greppo web app geospatial]

  • OBIA Object-Based Classification in GEE: Paper on object-oriented LULC classification in GEE combining SNIC, GLCM, and machine learning. CodeKeywords: GEE OBIA LULC classification SNIC GLCM machine learning

  • GEE Course Mangrove: GEE course covering mangrove monitoring and mapping techniques. [Keywords: GEE mangrove course remote sensing]

  • Mangrove Monitoring in GEE: Google Earth blog post on mangrove extent and change monitoring using GEE. [Keywords: GEE mangrove monitoring land cover change]

  • GEE Sensor Fusion L8 S1 for Vegetation Monitoring: Paper on fusing Sentinel-1 SAR and Landsat 8 optical data to reconstruct cloudy vegetation indices. [Keywords: GEE sensor fusion Sentinel-1 Landsat vegetation SAR]

  • GEARS - Geospatial Ecology and Remote Sensing GEE Course: Comprehensive GEE course by Geospatial Ecology and Remote Sensing lab. [Keywords: GEE course ecology remote sensing education]

  • CCDC Daniel Wiell Library: Continuous Change Detection and Classification (CCDC) temporal segmentation library for GEE. [Keywords: GEE CCDC change detection time series temporal segmentation]

  • Half Ass High Pass Filter - Ship Detection: Ship detection method using Sentinel-2 band ratio high-pass filter in GEE. [Keywords: GEE Sentinel-2 ship detection band ratio SAR]

  • Explainable AI for GEE - Feature Importance: Paper on using explainable AI and feature importance with scikit-learn and GEE for remote sensing classification. [Keywords: GEE explainable AI feature importance scikit-learn machine learning]

  • GEE UP - CLI Tool: Command-line tool for uploading and managing assets in Google Earth Engine by Samapriya Roy. [Keywords: GEE CLI asset management Python]

  • Bias Correcting CHIRPS with Regression in GEE: Paper on improving CHIRPS monthly rainfall estimation using bias correction regression in GEE. [Keywords: GEE CHIRPS precipitation bias correction regression]

  • Global Drought Monitoring with DSI: Paper on global drought monitoring using the Drought Severity Index (DSI) in Google Earth Engine. [Keywords: GEE drought DSI global monitoring climate]