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README.md

@@ -123,4 +123,20 @@ Underlying data sources include:
 
 Users should also comply with the licensing and attribution requirements
 of the original data providers.
----
+
+------------------------------------------------------------------------
+
+## Citation
+
+If you find this work useful in your research, please cite:
+
+``` bibtex
+@article{markov2025firescope,
+  title={FireScope: Wildfire Risk Prediction with a Chain-of-Thought Oracle},
+  author={Markov, Mario and Ailuro, Stefan Maria and Van Gool, Luc and Schindler, Konrad and Paudel, Danda Pani},
+  journal={arXiv preprint arXiv:2511.17171},
+  year={2025}
+}
+```
+
+------------------------------------------------------------------------