Update README.md

README.md

@@ -19,18 +19,17 @@ In order to run any of these models in Sentinel-1 and/or Sentinel-2 data see the
 If you find this work useful please cite:
 
 ```
-@article{portales-julia_global_2023,
-	title = {Global flood extent segmentation in optical satellite images},
-	volume = {13},
-	issn = {2045-2322},
-	doi = {10.1038/s41598-023-47595-7},
-	number = {1},
-	urldate = {2023-11-30},
-	journal = {Scientific Reports},
-	author = {Portalés-Julià, Enrique and Mateo-García, Gonzalo and Purcell, Cormac and Gómez-Chova, Luis},
-	month = nov,
-	year = {2023},
-	pages = {20316},
+@article{PORTALESJULIA2025114882,
+title = {Understanding flood detection models across Sentinel-1 and Sentinel-2 modalities and benchmark datasets},
+journal = {Remote Sensing of Environment},
+volume = {328},
+pages = {114882},
+year = {2025},
+issn = {0034-4257},
+doi = {https://doi.org/10.1016/j.rse.2025.114882},
+url = {https://www.sciencedirect.com/science/article/pii/S003442572500286X},
+author = {Enrique Portalés-Julià and Gonzalo Mateo-García and Luis Gómez-Chova},
+keywords = {Flood detection, Deep learning, Multimodal fusion, Multispectral, SAR, Sentinel-1, Sentinel-2},
 }
 ```