Update README.md

README.md

@@ -13,4 +13,15 @@ pretty_name: SurgeNet Training Dataset
 ---
 # SurgeNet Training Dataset
 
-Using NWS=20 input to ADCIRC to generate a dual graph dataset of historical TC storms for GNN training. 2 Hour timesteps.
+Using NWS=20 input to ADCIRC to generate a dual graph dataset of historical TC storms for GNN training. 2 hour timesteps.
+
+```bibtex
+@misc{Thomas2025,
+  author    = {Thomas, Simon D. A.},
+  title     = {SurgeNet Training Dataset},
+  year      = {2025},
+  publisher = {Hugging Face},
+  doi       = {10.57967/hf/6971},
+  url       = {https://huggingface.co/datasets/sdat2/surgenet-train}
+}
+```