Data
Each point is a real observation where a monitoring system verified a plume: EMIT granules confirmed by both IMEO and Carbon Mapper, and Sentinel-2 and Landsat 8/9 scenes annotated by IMEO MARS. Filter by sensor or country, and hover a point for its details. The plume bank has no geographic reference, so it is not on the map.
Sensors
Country
From
To
Min flux
Basemap
Catalog
Load any of them with one line. Metadata is queryable as Parquet before you download a pixel.
Confirmed plume-free Sentinel-2 scenes with a temporally close, plume-free reference. Pairs to combine with the plume bank for synthetic augmentation.
hf://datasets/tacofoundation/methaneset/methaneset-s2-pretraining Sentinel-2 imagery with expert-verified plume masks from IMEO MARS, all 13 bands at 10 m and 200x200 px patches.
hf://datasets/tacofoundation/methaneset/methaneset-s2-finetune Plume-free Landsat 8/9 scenes with a matched reference, extending the surface and temporal diversity back to 2018.
hf://datasets/tacofoundation/methaneset/methaneset-l89-pretraining Landsat 8/9 imagery with expert-verified plume masks, 9 OLI bands at 30 m resampled to 10 m.
hf://datasets/tacofoundation/methaneset/methaneset-l89-finetune EMIT radiance hypercubes (285 bands, 60 m) with standard matched filter, mag1c, and two independent plume masks per granule from IMEO and Carbon Mapper.
hf://datasets/tacofoundation/methaneset/methaneset-emit Precomputed WRF-LES column enhancements across solar and wind geometry, at a reference rate of 3000 kg/h. Injected into any plume-free scene.
hf://datasets/tacofoundation/methaneset/methaneset-bank The raw 3D WRF-LES simulation cubes the plume bank is projected from, for reprocessing under new geometries.
hf://datasets/tacofoundation/methaneset/methaneset-bank-les