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Intelligent Edge-Centric Flood Risk Governance Framework: A Multi-Tier Resilient Communication and Predictive Analytics Framework for Climate-Adaptive Rural Flood Management - Softcover

Wanjale, Kirti; Kodgirwar, Krushna

 
9786209699740: Intelligent Edge-Centric Flood Risk Governance Framework: A Multi-Tier Resilient Communication and Predictive Analytics Framework for Climate-Adaptive Rural Flood Management
Softcover
ISBN 10: 620969974X ISBN 13: 9786209699740
Verlag: LAP LAMBERT Academic Publishing, 2026

Inhaltsangabe

Flood disasters increasingly threaten rural and semi-urban communities due to climate variability and inadequate early warning systems. This book presents a distributed Edge-AI and IoT-driven cyber-physical architecture for predictive flood risk modeling and resilience governance. The framework integrates multi-parameter environmental sensing, hybrid AI forecasting using ARIMA and LSTM models, and resilient LoRa–GSM communication networks to enable short-term flood probability estimation. Unlike conventional threshold-based systems, it supports proactive risk classification, multi-channel alert dissemination, vulnerability-aware evacuation prioritization, and two-way SOS communication. Solar-powered sensing nodes ensure energy autonomy, while redundancy enhances reliability during extreme conditions. By combining predictive intelligence with community-centric coordination, the system advances scalable climate resilience for resource-constrained regions.

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Über die Autorin bzw. den Autor

Dr. Kirti Hemant Wanjale received her Ph.D degree from Faculty of Computer Engineering from SSSTUMS, Sehore MP. She is Currently Working as Professor, Department of Computer Engineering at Vishwakarma Institute of Technology Pune. She has 22 years of experience. Her main research interests are Wireless Sensor Networks, Internet of Things (IoT).

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 10 
620969974X
ISBN 13 
9786209699740
Einband
Taschenbuch
Anzahl der Seiten
80
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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