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Groundwater-level-dataset

Groundwater-level-dataset

Groundwater Level — India (well readings + weather/soil/satellite features)

About Dataset

~3.28M rows, one per (well × measurement): groundwater level (depth-to-water, m) + date/location + dynamic weather/land (CHIRPS precip, ERA5 temp/evap/runoff, SMAP soil moisture, HLS bands, Dynamic-World land cover) + static well/site attributes. Used for model training and for the advisory's ~10-yr seasonal normals

Purpose of Dataset

The Advisory Model Uses The Static Data, Dynamic Features To Come Up With The Final Farmer Advisory

Activity Overview Activity Overview

  • Downloads0
  • Downloads 22
  • File Size 727.38 MB
  • Views 36

Tags Tags

  • Groundwater Monitoring

License Control License Control

Apache 2.0

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Data Quality Score BetaData Quality Score Beta

Version Control Version Control

FolderVersion 1(727.38 MB)
  • Avinash V·9 day(s) ago
    • text/csv
      gwl_data.csv

Related Models Related Models

Groundwater-level-forecasting-model
Ground Water Level Forecasting Model for India. Given a location and as-of date, it forecasts the change in depth-to-water (metres) over the next 3 and 6 months, interpolated from the nearest monitored wells. Code and setup (see docs/ADVISORY.md): https://github.com/SoulVisionCreations/gwl-forecasting-advisory
Remote Sensing
Groundwater Monitoring
  • See Upvoters0
  • Downloads3
  • File Size1.19 GB
  • Views70
Updated 3 day(s) ago

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