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Spatial Intelligence for Hydrometeorological Hazards in a Changing Climate

Language EnglishEnglish
Book Paperback
Book Spatial Intelligence for Hydrometeorological Hazards in a Changing Climate Biswajeet Pradhan
Libristo code: 46871615
Publishers Elsevier Science, July 2025
Spatial Intelligence for Hydrometeorological Hazards in a Changing Climate explores the intersection... Full description
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178.78 €
349.66  лв
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Spatial Intelligence for Hydrometeorological Hazards in a Changing Climate explores the intersection of advanced machine learning techniques and the intricate challenges posed by shifting hydrometeorological patterns. This comprehensive guide navigates readers through a diverse landscape of topics, ranging from data-driven models for early prediction of floods, landslides, soil erosion, heat waves and droughts to novel approaches for assessing the impacts of extreme weather events on ecosystems and societies. Through real-world case studies and practical examples, the book demystifies complex algorithms and equips readers with the skills to harness the power of machine learning in understanding, predicting, and mitigating hydrometeorological hazards. Whether you are a researcher, practitioner, or enthusiast, this book empowers you to leverage cutting-edge technology to address the urgent and evolving threats of a changing climate.

  • Contains detailed case studies for mastering machine learning techniques in order to address specific climate hazard challenges
  • Provides an interdisciplinary approach by blending spatial based machine learning with hydrometeorological science, to enhance hazard prediction accuracy
  • Includes step-by-step instructions and code samples, facilitating hands-on implementation of advanced machine learning algorithms

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About the book

Full name Spatial Intelligence for Hydrometeorological Hazards in a Changing Climate
Author Biswajeet Pradhan, Mahesh Kumar Jat, Dr. Abhirup Dikshit
Language English
Binding Book - Paperback
Date of issue 2025
Number of pages 220
EAN 9780443300387
ISBN 0443300380
Libristo code 46871615
Publishers Elsevier Science
Weight 450
Dimensions 191 x 235

Categories

Earth Sciences, Geography, Environment, Planning > Earth sciences > Hydrology & the hydrosphere
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