Update README.md

README.md

@@ -16,4 +16,29 @@ This repository contains two ML-ready datasets, comprising orthorectified and un
 
 Due to storage limitations, this repository includes only the subset of images featuring methane plumes.
 To access the full dataset used in the associated publication, please feel free to contact us.
- 
+
+
+## Citation
+If you find the code or the UnorthoDOS datasets useful in your research, please consider citing our work.
+
+### 📦 Dataset
+```
+@misc{maggie_chen_2025,
+	author       = { Maggie Chen and Hala Lambdouar and Luca Marini and Laura Martínez-Ferrer and Chris Bridges and Giacomo Acciarini },
+	title        = { UnorthoDOS (Revision a370bd0) },
+	year         = 2025,
+	url          = { https://huggingface.co/datasets/SpaceML/UnorthoDOS },
+	doi          = { 10.57967/hf/6778 },
+	publisher    = { Hugging Face }
+}
+```
+
+### 📄 Paper
+```
+@article{chen2025towards,
+  title={Towards Methane Detection Onboard Satellites},
+  author={Chen, Maggie and Lambdouar, Hala and Marini, Luca and Mart{\'\i}nez-Ferrer, Laura and Bridges, Chris and Acciarini, Giacomo},
+  journal={arXiv preprint arXiv:2509.00626},
+  year={2025}
+}
+```