The Application of Deep Learning to Estimate Flood Extents for Urban Areas using SAR Amplitude and Coherence Time-Series Data: Challenges and Recommendations

Alok Bhardwaj, Nanyang Technological University, Earth Observatory of Singapore, Singapore, Singapore, Sang-Ho Yun, Jet Propulsion Laboratory, Pasadena, CA, United States, Yu-Nung Nina Lin, Institute of Earth Sciences, Academia Sinica, Taipei, Taiwan and Emma Hill, Nanyang Technological University, Asian School of the Environment, Singapore, Singapore
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