/Dataset4HydroPML

Data loading targets

  • Re-organize datasets in hydrology and disaster cimmunity in a task-oriented way;
  • Implementing dataset classes for downloading;
  • Supporting for heigh-level repos for hydrological applications;
  • Benchmarking cutting-edge PaML models;

Supported datasets

Hydrology datasets

CAMELS
GSIM
HydroRIVERS
HydroATLAS
Caravan
Global Runoff Data Centre

Disaster mapping datasets

Floods

Global Flood Database
The SpaceNet 8 Flood Detection
MMFlood

Landslides

Earthquake-induced landslides
CAS Landslide Dataset
Bijie Dataset
HR-GLDD GVLM
Landslide4Sense

Flood dynamic process datasets

Flood Process in Pakistan, 2022

Landslide dynamic process datasets

Landslide Process in Baige

Continually updating

How to use