metadata

license: openrail
task_categories:
  - image-classification
  - image-segmentation
tags:
  - climate
pretty_name: QuakeSet
size_categories:
  - 1K<n<10K

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

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:

@misc{cambrin2024quakeset,
      title={QuakeSet: A Dataset and Low-Resource Models to Monitor Earthquakes through Sentinel-1}, 
      author={Daniele Rege Cambrin and Paolo Garza},
      year={2024},
      eprint={2403.18116},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}