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RisaRezaei/README.md

From satellite pixels to water decisions

Hi, I'm Parisa 👋

Environmental engineer working where satellite remote sensing, hydrology and machine learning meet. I build Earth-observation workflows in Google Earth Engine and Python: mapping surface water and wetlands, tracking change over decades, and turning the results into decision support for water management.

🧰 Open-source tools

Tool What it does Stack
gee-no2-station-tracker Sentinel-5P tropospheric NO₂ time series at air-quality stations, with charts and CSV export Earth Engine JS
gee-cropland-dynamics 30 m cropland gain / loss / stable maps (2003–2019) with area statistics Earth Engine JS
gee-station-temperature-timeseries Daily ERA5-Land temperature (mean, min, max) at many stations as one tidy CSV Earth Engine JS
gee-elevation-cross-section Terrain profiles every n metres along any line from SRTM or Copernicus DEM Earth Engine JS
gee-wetland-water-rf Landsat Random Forest mapping of open water in lakes and wetlands, with accuracy assessment and a water-area series since 1984 Earth Engine JS
gee-air-quality-toolkit Monthly NO₂, SO₂, CO, O₃, HCHO (Sentinel-5P) and AOD (MODIS) for a region and its stations in one tidy CSV Earth Engine JS
gee-lake-chlorophyll Sentinel-2 NDCI chlorophyll-a and algal-bloom monitoring for lakes, compared with MODIS-Aqua Earth Engine JS
gee-basin-hydroclimate Monthly precipitation, ET, temperature and GRACE water storage averaged over any river basin Earth Engine JS
gee-landsat-timelapse Animated 40-year Landsat timelapse (GIF) of any lake or wetland with the shoreline traced Earth Engine JS
era5-pressure-level-downloader Command-line downloader for ERA5 monthly pressure-level data from the Climate Data Store Python
raster-point-sampler Sample a stack of rasters at points into one Excel / CSV / GeoPackage table Python
gee-water-resources-course Six-lesson Earth Engine course for hydrology students: water frequency, downscaling, trend tests Earth Engine JS · teaching

🛠️ Toolbox

Google Earth Engine Python JavaScript scikit-learn pandas QGIS ArcGIS Landsat Sentinel WEAP MODFLOW

📫 Connect

Website LinkedIn ORCID Email

If one of these tools saves you time, a ⭐ on the repository helps others find it.

Pinned Loading

  1. gee-no2-station-tracker gee-no2-station-tracker Public

    Sentinel-5P TROPOMI tropospheric NO₂ time series at air-quality monitoring stations in Google Earth Engine, with multi-station charts and tidy CSV export.

    JavaScript 1

  2. gee-air-quality-toolkit gee-air-quality-toolkit Public

    Monthly air-quality indicators from satellites in Google Earth Engine: NO2, SO2, CO, O3, HCHO (Sentinel-5P) and AOD (MODIS MAIAC) for a region and stations, with charts, maps and one tidy CSV.senti…

    JavaScript 1

  3. gee-basin-hydroclimate gee-basin-hydroclimate Public

    Monthly basin-averaged precipitation, evaporation, MODIS evapotranspiration, air and land surface temperature and GRACE water storage in Google Earth Engine, exported as one tidy CSV.

    JavaScript 1

  4. gee-landsat-timelapse gee-landsat-timelapse Public

    Animated Landsat timelapse (GIF/MP4) of any lake, wetland or coast since 1984 in Google Earth Engine, with cloud-free summer composites and an optional MNDWI shoreline outline.

    JavaScript

  5. gee-water-resources-course gee-water-resources-course Public

    A short Google Earth Engine course for hydrology and water-resources students: six commented lessons from loading data to water frequency, Random Forest soil-moisture downscaling and Mann-Kendall t…

    JavaScript 1

  6. gee-wetland-water-rf gee-wetland-water-rf Public

    Map open water in lakes and wetlands from Landsat 5/7/8/9 with a Random Forest on 8 water indices in Google Earth Engine: accuracy assessment, variable importance and a water-area time series since…

    JavaScript 2 1