Primary competition visual

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

€2 000 EUR
2 months left
Data visualisation
GIS
Regression
Feature Engineering
340 joined
42 active
Starti
Jul 09, 26
Closei
Sep 13, 26
Reveali
Sep 13, 26
About

The training set consists of 2,154,021 rows and the test set of 280,961 rows. 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 — Near-surface soil moisture for month t

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

Participants are encouraged to experiment with approaches that capture both temporal dynamics and spatial patterns at a global scale.

Files
Description
Files
A starter notebook which shows how to load the data and prepare a submission file
Dataset for model testing.
Input features and labels for training
AI Trustworthiness Evaluation document
Shows the structure of the sample submission file