Multimodal
eea-river-proximity
EEA Industrial Emissions - River Proximity Dataset This dataset links 160,576 industrial facilities from the European Environment Agency…
100K–1M·CC-BY
Geospatial & Earth Observation
378 results
Image
Remote Sensing Sample Library Manager
Remote Sensing Sample Library Manager
10K–100K·Custom / Research-only·Images (folder)
ImageMultimodalText
HOT Building Segmentation Dataset
HOT Building Segmentation Dataset
10K–100K·Mixed·Parquet
Image
jasper_ridge
Description Jasper Ridge is a popular hyperspectral data used in enviTutorials, SS-NMF, DgS-NMF, RRLbS, L1-CENMF . There are…
<1K·Custom / Research-only·Images (folder)
ImageMultimodalText
Bakkhali River Estuary — High Tide (Free Sample)
Bakkhali River Estuary — High Tide (Free Sample)
<1K·CC-BY·Images (folder)
Multimodal
global-streetscapes
Global Streetscapes Repository for the tabular portion of the Global Streetscapes dataset by the Urban Analytics Lab (UAL)…
1M–10M·CC-BY-SA
Image
A multi-hazard, multi-sensor, and multi-task vision-language dataset for global-scale disaster asses
A multi-hazard, multi-sensor, and multi-task vision-language dataset for global-scale disaster assessment and response.
10K–100K·CC-BY-NC-SA·Images (folder)
Multimodal
Sentinel-1 + Sentinel-2 Land Cover Dataset (Zarr Format)
Sentinel-1 + Sentinel-2 Land Cover Dataset (Zarr Format)
CC-BY
Multimodal
Sentinel-1 Land Cover Dataset (Zarr Format)
Sentinel-1 Land Cover Dataset (Zarr Format)
CC-BY
ImageMultimodalText
TAMMs
TAMMs: Change Understanding and Forecasting in Satellite Image Time Series with a Temporal-Aware Multimodal Model 📄 Paper (ICLR…
100K–1M·Apache-2.0·WebDataset
Multimodal
africa-landuse-3class-v1
POI-based land use classification Dataset Details POI-based land use datasets generated and shared by the Geospatial Science and…
CC-BY
ImageMultimodalText
FireBench
FireBench: A Benchmark Dataset for Fire Science Image Retrieval Dataset Description FireBench is a benchmark dataset for evaluating…
1K–10K·CC-BY·Parquet
ImageMultimodalVideo
MMS-VPR: A Fine-Grained Multimodal Street-Level Visual Place Recognition Dataset and Evaluation Benc
MMS-VPR: A Fine-Grained Multimodal Street-Level Visual Place Recognition Dataset and Evaluation Benchmark for Dense Pedestrian Environments
<1K·CC-BY-NC-SA·Images (folder)
Multimodal
USGS M4.5+ North American Earthquakes (2000-2025)
USGS M4.5+ North American Earthquakes (2000-2025)
1K–10K·CC0
MultimodalTabularText
US County Multi-Hazard Features for Disaster Declaration Prediction
US County Multi-Hazard Features for Disaster Declaration Prediction
1M–10M·Apache-2.0·Parquet