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bokomslag Spatial Intelligence for Hydrometeorological Hazards in a Changing Climate
Vetenskap & teknik

Spatial Intelligence for Hydrometeorological Hazards in a Changing Climate

Biswajeet Pradhan

Pocket

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Utgivningsdatum

01 oktober 2025

  • 220 sidor
  • 2025
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, droughts, and 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.

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 that facilitate the hands-on implementation of advanced machine learning algorithms
  • Författare: Biswajeet Pradhan
  • Format: Pocket/Paperback
  • ISBN: 9780443300387
  • Språk: Engelska
  • Antal sidor: 220
  • Utgivningsdatum: 2025-10-01
  • Förlag: Elsevier