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Water

2025

2024

  • NASA Water Quality Tool: NASA EarthData news on a new tool for rapid water quality evaluation using satellite data. [Keywords: water quality NASA satellite tool remote sensing]

  • Chlorophyll-a Modeling from MODIS for Lake Victoria: Data-driven water quality modeling using MODIS satellite imagery to estimate chlorophyll-a for trophic status monitoring of Lake Victoria. [Keywords: water quality chlorophyll MODIS lake remote sensing machine learning]

  • SWOT River Discharge Dataset: NASA JPL PODAAC SWOT satellite Level-4 river discharge dataset. [Keywords: water river discharge SWOT NASA satellite hydrology]

Earlier

  • DeepWater: Deep learning model for global surface water mapping from satellite imagery. [Keywords: water deep learning surface water satellite global]

  • ESA Water Competition: ESA round-robin inter-comparison of surface water detection algorithms. [Keywords: water ESA surface water detection algorithm comparison]

  • waterdetect - Surface Water Sentinel-1/2: Multitemporal surface water detection accuracy evaluation using Sentinel-1/2. [Keywords: water surface water Sentinel-1 Sentinel-2 detection multitemporal]

  • Comparison of Parametric and Non-Parametric Methods for Groundwater Trend: IWA paper comparing parametric and non-parametric trend methods in groundwater level analysis. [Keywords: water groundwater trend analysis statistics hydrology]

  • Analyzing Rainfall Trends in India with ML: Nature Scientific Reports paper on rainfall trend analysis in India using non-parametrical and machine learning methods. [Keywords: water rainfall trend analysis India machine learning]

  • High Resolution SMAP Downscaling: MDPI paper on downscaling SMAP soil moisture data to high resolution. [Keywords: water soil moisture SMAP downscaling remote sensing]

  • India Hydro-Meterological Zones: GeoJSON/shapefile of India's hydro-meteorological zones. [Keywords: water India hydrology zones GIS data]

  • Global Irrigation Areas (2001-2015): Global irrigation area dataset in GEE community datasets. [Keywords: water irrigation global GEE agriculture]

  • Surface Water Trends India: Analysis of surface water trends across India using satellite data. [Keywords: water India surface water trends remote sensing]

  • InVEST Modeling: Stanford Natural Capital Project's InVEST tool for ecosystem services modeling including water yield and quality. [Keywords: water ecosystem services modeling InVEST Stanford]

  • Groundwater Recharge Modeling with GEE: Tutorial on estimating groundwater recharge using Google Earth Engine. [Keywords: water groundwater recharge GEE modeling]

  • Rainfall-Runoff Model in GEE: Paper on cloud-based SCS Curve Number rainfall-runoff model using GEE. Code [Keywords: water rainfall-runoff GEE SCS curve number hydrology]

  • River Channel Change Detection with GEE: Review paper on GEE applications in fluvial geomorphology for detecting river channel change. [Keywords: water river geomorphology GEE change detection]

  • Flood Water Depth GEE: Natural Hazards paper with GEE code for estimating flood water depth from SAR imagery. [Keywords: water flood depth estimation GEE SAR]

  • Water Quality Monitoring Kutch Region: Omdena blog on applying satellite imagery for water quality monitoring in the Kutch region. [Keywords: water quality satellite Kutch India remote sensing]

  • Reservoir Storage Volumes in GEE: AGU paper on estimating reservoir storage volumes in GEE using surface area-volume curves. [Keywords: water reservoir storage GEE surface area hydrology]

  • Groundwater Levels Dataset: UN-IGRAC global groundwater levels dataset, published with a Nature article. [Keywords: water groundwater dataset global UN-IGRAC]