Update README.md

README.md

@@ -11,11 +11,10 @@ pretty_name: CrisisLandMark
 size_categories:
 - 100K<n<1M
 ---
-# Dataset Card for CrisisLandMark
+# CrisisLandMark
 
-<!-- Provide a quick summary of the dataset. -->
-
-This dataset card aims to be a base template for new datasets. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/datasetcard_template.md?plain=1).
+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
 
@@ -25,8 +24,8 @@ This dataset card aims to be a base template for new datasets. It has been gener
 
 - **Curated by:** Daniele Rege Cambrin
 - **License:** Creative Commons Attribution Non Commercial 4.0
-- **Repository:** [More Information Needed]
-- **Paper:** [More Information Needed]
+- **Repository:** [GitHub](https://github.com/DarthReca/closp)
+- **Paper:** [Arxiv](https://arxiv.org/abs/2507.10403)
 
 ## Dataset Structure
 
@@ -49,6 +48,15 @@ This dataset card aims to be a base template for new datasets. It has been gener
 <!-- 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