Breaking the Limits of Remote Sensing by Simulation and Deep Learning for Flood and Debris Flow Mapping. - Naoto Yokoya; Kazuki Yamanoi; Wei He 003; Gerald Baier; Bruno Adriano; Hiroyuki Miura; Satoru Oishi (CoRR, 2020)

Breaking Limits of Remote Sensing by Deep Learning From Simulated Data for Flood and Debris-Flow Mapping. - Naoto Yokoya; Kazuki Yamanoi; Wei He 003; Gerald Baier; Bruno Adriano; Hiroyuki Miura; Satoru Oishi (IEEE Trans. Geosci. Remote. Sens., 2022)

Combining Deep Learning and Numerical Simulation to Predict Flood Inundation Depth. - Bruno Adriano; Naoto Yokoya; Kazuki Yamanoi; Satoru Oishi (IGARSS, 2023)