Datasets:

SpaceML
/

UnorthoDOS

Tasks:

Image Segmentation

Image Classification

ArXiv:

Tags:

methane-detection

satellite-imagery

DOI:

License:

Dataset card Files Files and versions

elmaren commited on Oct 21, 2025

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 This repository contains two ML-ready datasets, comprising orthorectified and unorthorectified hyperspectral images from the Earth Surface Mineral Dust Source Investigation (EMIT) sensor, for methane detection. This dataset supports the research presented in the paper [Towards Methane Detection Onboard Satellites](https://huggingface.co/papers/2509.00626).
 **Paper:** [Towards Methane Detection Onboard Satellites](https://huggingface.co/papers/2509.00626)
-**Code:** https://github.com/spaceml-org/plume-hunter

 This repository contains two ML-ready datasets, comprising orthorectified and unorthorectified hyperspectral images from the Earth Surface Mineral Dust Source Investigation (EMIT) sensor, for methane detection. This dataset supports the research presented in the paper [Towards Methane Detection Onboard Satellites](https://huggingface.co/papers/2509.00626).
 **Paper:** [Towards Methane Detection Onboard Satellites](https://huggingface.co/papers/2509.00626)
+**Code:** https://github.com/spaceml-org/plume-hunter
+Currently, due to size limitation, this repository contains only images containing methane plumes.
+The rest of the dataset used in the Paper can be obtained through email request to: L.Marini at tudelft.nl .