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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Biologie Ökologie Artificial Intelligence and Machine Learning for Climate Disaster Management
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Artificial Intelligence and Machine Learning for Climate Disaster Management
(Gebundene Ausgabe, Englisch)
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Beschreibung
This edited volume highlights the importance of Artificial Intelligence (AI) and Machine Learning (ML) being utilised in climate disaster management to enhance preparedness, response, recovery, and mitigation efforts. The integration of AI and ML technologies with climate disaster management greatly improves decision-making, resource allocation, and overall effectiveness in addressing the impacts… of climate-related disasters. It serves as a comprehensive guide to harnessing the power of geospatial information and services for climate-resilient disaster management. This book is a timely exploration of how cutting-edge technology can shape our response to climate-related disasters. The book embarks on a journey through the intricate web of geospatial data, uncovering its indispensable role in disaster preparedness, response, and recovery. Several ways in which AI and ML are being applied comprise Early Warning Systems, Disaster Response Planning, Damage Assessment, Risk Assessment and Vulnerability Mapping, Climate Modeling and Simulation, Resilience and Adaptation Strategies, Satellite Imagery for Disaster Response, Vulnerability Mapping and Resilience Planning, Data Integration in Emergency Response, Climate Adaptation Policies, among many others. Real-world case studies and practical insights illustrate how geospatial technology empowers early warning systems, enhances risk assessment, and streamlines resource allocation. It delves into the nuances of climate adaptation planning, shedding light on innovative strategies for building resilient communities and infrastructure. This book will serve as an invaluable resource for policymakers, disaster managers, researchers, and anyone concerned with safeguarding communities against climate-related disasters. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
01.11.2025
Sprache
Englisch
EAN
9789819515875
Herausgeber
Springer Singapore
Serien- oder Bandtitel
Disaster Resilience and Green Growth
Sonderedition
Nein
Seitenanzahl
249
Einbandart
Gebundene Ausgabe
Schlagwörter
Climate Change Resilience, Predictive Modeling, Early Warning Systems, Extreme Weather Events, Disaster Mitigation, Remote Sensing, Climate Disaster Prediction, AI-driven Disaster Response, Environmental Monitoring, Sustainable Disaster Management
Thema-Inhalt
PSAF - Ökologie, Biosphäre
RNPG - Klimawandel
RN - Umwelt
RB - Geowissenschaften
RNR - Naturkatastrophen
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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