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A Step Ahead of Drought: Forecasting Global Water Storage Challenge by ITU

TBD
Starts in 17 days
Data visualisation
GIS
Regression
Feature Engineering
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Starti
Jul 07, 26
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Sep 13, 26
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Sep 13, 26
About

The training set consists of 2,154,021 rows and the test set of 280,961 rows. The data is provided in two formats — a NetCDF file for features and a CSV file for labels. Each record is uniquely identified by its coordinates (latitude, longitude, and date) and contains the following features:

  • TWS_t — Total Water Storage for month t
  • SPEI_01 to SPEI_12 — Standardised Precipitation Indices at 1, 3, 6, and 12 month timescales timescale
  • SOIL_MOISTURE_t and SOIL_MOISTURE_tp1 — Near-surface soil moisture for month t and month t+1

The corresponding target values (TWS for t+1) for the training set are provided in a separate CSV file.

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