Spatial Intelligence for Hydrometeorological Hazards in a Changing Climate

By: Pradhan, Biswajeet

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.

• Format: Paperback
• Language: English
• ISBN: 0443300380
• ISBN13: 9780443300387
• Release Date: July 2045
• Publisher: Elsevier
• Length: 220 Pages