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Image Credit: Arxiv

GroundHog: Revolutionizing GLDAS Groundwater Storage Downscaling for Enhanced Recharge Estimation in Bangladesh

  • Long-term groundwater level (GWL) measurement is vital for effective policymaking and recharge estimation.
  • A Machine Learning model is developed to mitigate data gaps and accurately predict maximum and minimum GWL.
  • An Upsampling Model is trained to produce high-resolution GWLs using low-resolution GLDAS data as input.
  • The approach successfully upscales GLDAS data, allowing high-resolution recharge estimations and proactive resource management.

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