---
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:**
```
@article{quakeset,
  title={QuakeSet: A Dataset and Low-Resource Models to Monitor Earthquakes through Sentinel-1},
  author={Daniele Rege Cambrin and Paolo Garza},
  journal={Proceedings of the 21th International Conference on Information Systems for Crisis Response and Management},
  year={2024},
}
```