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Dataset Card for QuakeSet
QuakeSet is a dataset to analyze different attributes of earthquakes. It contains bi-temporal time series of images and ground truth annotations for magnitudes, hypocenters, and affected areas.
- PrePrint: https://arxiv.org/abs/2403.18116
You can find an official implementation on TorchGeo.
Dataset Details
Dataset Description
The images are taken from the Sentinel-1 mission using the Interferometric Wide swath mode.
The International Seismological Centre provides information about earthquakes.
- License: OPENRAIL
Dataset Structure
The dataset is divided into three folds with equal distribution of magnitudes and balanced in positive and negative examples.
Each sample contains:
- an image
- x,y coordinates
- epsg of the coordinates
- affected label
- magnitude
Citation
BibTeX:
@article{Rege_Cambrin_2024,
title={QuakeSet: A Dataset and Low-Resource Models to Monitor Earthquakes through Sentinel-1},
ISSN={2411-3387},
url={http://dx.doi.org/10.59297/n89yc374},
DOI={10.59297/n89yc374},
journal={Proceedings of the International ISCRAM Conference},
publisher={Information Systems for Crisis Response and Management},
author={Rege Cambrin, Daniele and Garza, Paolo},
year={2024},
month=may
}
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