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Application of LSTM models and recurrent neural networks in flood detection using satellite images: a short narrative review

Christopher Abraham Arevalo-Erosa Jose Emilio Ek-Chay Rodrigo Kalel Rodriguez-Chavez Máximo Arturo Guzmán-Ascencio Raul Humberto Rodriguez-Mendez Romell Gerardo Mejia-Ramón Misael Garcia

The detection of floods using satellite imagery is essential for strengthening monitoring systems and early-warning mechanisms in vulnerable regions....

Vol. 4 No. 1 (2026)
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