---
license: cc-by-nc-4.0
task_categories:
- text-to-image
language:
- en
tags:
- climate
- biology
pretty_name: CrisisLandMark
size_categories:
- 100K<n<1M
---
# CrisisLandMark

CrisisLandMark is a large-scale corpus composed of Sentinel-1 and  Sentinel-2 data enriched with textual and geospatial annotations 
designed for LULC and crisis management applications. The primary purpose is to help design text-to-image retrieval pipelines.

## Dataset Details

<!-- Provide a longer summary of what this dataset is. -->



- **Curated by:** Daniele Rege Cambrin
- **License:** Creative Commons Attribution Non Commercial 4.0
- **Repository:** [GitHub](https://github.com/DarthReca/closp)
- **Paper:** [Arxiv](https://arxiv.org/abs/2507.10403)

## Dataset Structure

<!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. -->

[More Information Needed]

## Source Data

<!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). -->

<!-- This section describes the data collection and processing process such as data selection criteria, filtering and normalization methods, tools and libraries used, etc. -->

### Annotations

<!-- If the dataset contains annotations which are not part of the initial data collection, use this section to describe them. -->

## Citation

<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->

```bibtex
@misc{cambrin2025texttoremotesensingimageretrievalrgbsources,
      title={Text-to-Remote-Sensing-Image Retrieval beyond RGB Sources}, 
      author={Daniele Rege Cambrin and Lorenzo Vaiani and Giuseppe Gallipoli and Luca Cagliero and Paolo Garza},
      year={2025},
      eprint={2507.10403},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2507.10403}, 
}
```

## Licensing
The data in this dataset is a compilation of multiple sources, each with its own license. For detailed information on the licensing of each component, please see the [**NOTICE.md**](NOTICE.md) file.