DeepINDRA: An experimental system for forecasting street-scale flood inundation by coupling physical and deep learning models
Implementing Organization
Indian Institute of Technology (IIT), New Delhi
Principal Investigator
Dr. Manabendra Saharia
Assistant Professor
|
IIT Delhi
msaharia@iitd.ac.in
CO-Principal Investigator
Dr.Dhanya C.T
IITM Pune, Maharashtra
Professor; IIT Delhi; Dr. Parthasarathy Mukhopadhyay, Scientist-F
dhanya@civil.iitd.ac.in,parthasarathi64@gmail.com
About
In the project, it is proposed to provide a restropective and real-time street-scale flood inundation forecasting system prototyped over Guwahti and Hyderabad, Telangana, developed entirely using open-source technology. The experimental forecasting system (DeepINDRA) shall involve coupling hyper-resolution (1Km2) physical modelling with cutting-edge AI/ML techniques to generate street scale (10 Km2) forecasts. It is expected that the project will have wide sectoral applications in disaster management and critical infrastructure protection.
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Indian Institute of Technology (IIT), New Delhi
Assistant Professor
msaharia@iitd.ac.in
Professor; IIT Delhi; Dr. Parthasarathy Mukhopadhyay, Scientist-F
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