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 select a point for its details and for satellite image products preview. The plume bank has no geographic reference, so it is not on the map.
Filters
Two independent public catalogs, one point per source.
A pair is two points, one per catalog.
Load any of them with one line. Metadata is queryable as Parquet before you download a pixel.
Sentinel-2 / Pretraining
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 / Finetune
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 Landsat 8/9 / Pretraining
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 / Finetune
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 / Single
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 Plume bank / Single
Precomputed WRF-LES column enhancements across solar and wind geometry, at a reference rate of 3000 kg/h. A quality-filtered subset of the simulation grid: the raw 3D cubes are published separately as methaneset-bank-les, so new observation geometries can be projected.
hf://datasets/tacofoundation/methaneset/methaneset-bank Plume bank / Single
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