Datasets

Long-term GWSA Trend over the Indus Basin

Link: Zenodo — Indus Basin GWSA Trend

Indus Basin GWSA time-series animation
Monthly groundwater storage anomaly time series (2002–2023).

Provides trend estimates and supporting layers for hydrogeologic analysis over the Indus Basin.


Gap-Filled GRACE/GRACE-FO Dataset

Link: Zenodo — Gap Filled GRACE Dataset

Gap-filled GRACE example map
Example map derived from the gap-filled GRACE/GRACE-FO dataset.

A harmonized and gap-filled GRACE/GRACE-FO dataset suitable for basin-scale hydro-climate analysis and trend detection. Include processing notes, resolution, and units here if you want.


Debris-Cover Glacier Training Dataset

Link: Zenodo — Debris Cover Glacier Dataset

Debris cover glacier samples
Visualization of different bands adn label compiled to generated dataset.
Debris cover glacier samples
Visualization of multiple examples of different images and corresponding label of supraglacial debris.
Debris cover glacier samples
snapshot of multiple examples of compiled dataset showing image-label pairs.

Curated multispectral chips, labels, and splits for training and benchmarking deep learning models on debris-covered glacier detection.


Glacial Lake-Bench

Status: Zenodo — Glacial Lake Bench

Glacial Lake-Bench overview
Visualization of 11 channels and corresponding label (lake boundary).
Glacial Lake-Bench overview
Multiple examples of image-lable pairs of Glacial-Lake-Bench Dataset collected globally.
Glacial Lake-Bench overview
Multiple examples of image-lable pairs of Glacial-Lake-Bench Dataset collected globally.
**Table 1. Summary of the compiled Glacial Lake-Bench dataset.**
RGI RegionNo. ImagesTotal Lake Area (km²)Area Covered by Dataset (km²)% Area Covered
Alaska3,3233,549.553,174.6489.42%
Iceland65306.5035.7811.67%
New-Zealand133393.6787.4322.21%
North Asia261467.02299.7564.15%
Scandinavia5951,840.02351.0819.08%
Svalbard487278.30219.0578.71%
Arctic Canada1,558767.37583.2175.99%
Arctic Canada South1,0742,567.491,112.9143.36%
Central Asia1,982921.79600.9565.20%
Central Europe521156.8463.9240.77%
Greenland2,2875,725.423,775.6465.94%
Low Latitude412524.83116.0622.11%
Middle East (Caucasus)976.313.8160.37%
Russian Arctic344420.33152.1236.19%
South Andes2,0773,329.34802.3224.09%
South Asia East638649.2159.809.21%
South Asia West1,684283.99223.8878.81%
Western Canada1,6122,107.74296.6614.07%

Curated, multi-sensor dataset for glacial lake detection and segmentation. Includes Sentinel-1 (VV, VH), Sentinel-2 (Blue, Green, Red, NIR, SWIR-11, SWIR-12), NDWI, DEM, and slope. Designed for training and benchmarking geo-foundational and segmentation models.