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A Hybrid Deep Learning Model for Predictive Flood Warning and Situation
  Awareness using Channel Network Sensors Data
v1v2 (latest)

A Hybrid Deep Learning Model for Predictive Flood Warning and Situation Awareness using Channel Network Sensors Data

15 June 2020
Shangjia Dong
Tianbo Yu
H. Farahmand
Ali Mostafavi
ArXiv (abs)PDFHTML

Papers citing "A Hybrid Deep Learning Model for Predictive Flood Warning and Situation Awareness using Channel Network Sensors Data"

6 / 6 papers shown
ZeroFlood: Flood Hazard Mapping from Single-Modality SAR Using Geo-Foundation Models
ZeroFlood: Flood Hazard Mapping from Single-Modality SAR Using Geo-Foundation Models
Hyeongkyun Kim
Orestis Oikonomou
AI4CEVGen
158
0
0
27 Oct 2025
A Comprehensive Survey on Deep Learning Solutions for 3D Flood Mapping
A Comprehensive Survey on Deep Learning Solutions for 3D Flood MappingPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2025
Wenfeng Jia
Bin Liang
Yuxi Liu
Muhammad Arif Khan
Lihong Zheng
AI4CE
116
4
0
16 Jun 2025
Flood-DamageSense: Multimodal Mamba with Multitask Learning for Building Flood Damage Assessment using SAR Remote Sensing Imagery
Flood-DamageSense: Multimodal Mamba with Multitask Learning for Building Flood Damage Assessment using SAR Remote Sensing Imagery
Yu-Hsuan Ho
Ali Mostafavi
AI4CE
142
3
0
07 Jun 2025
FloodDamageCast: Building Flood Damage Nowcasting with Machine Learning
  and Data Augmentation
FloodDamageCast: Building Flood Damage Nowcasting with Machine Learning and Data AugmentationInternational Journal of Disaster Risk Reduction (IJDRR), 2024
Chia-Fu Liu
Lipai Huang
Kai Yin
Samuel D. Brody
Ali Mostafavi
AI4CE
214
6
0
23 May 2024
Towards Daily High-resolution Inundation Observations using Deep
  Learning and EO
Towards Daily High-resolution Inundation Observations using Deep Learning and EO
A. Dasgupta
Lasse Hybbeneth
B. Waske
AI4CE
213
3
0
10 Aug 2022
A Spatial-temporal Graph Deep Learning Model for Urban Flood Nowcasting
  Leveraging Heterogeneous Community Features
A Spatial-temporal Graph Deep Learning Model for Urban Flood Nowcasting Leveraging Heterogeneous Community FeaturesScientific Reports (Sci Rep), 2021
H. Farahmand
Yuanchang Xu
Ali Mostafavi
AI4CE
388
71
0
09 Nov 2021
1
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