<p style="text-align: justify;">In this book, the authors discuss the different climate events, extreme events, compound extreme events, use of AI/ML, GIS and remote sensing. This important resource:</p><ul style="list-style-type: disc"><li>Explore the mechanisms, drivers, and impacts of climate extremes and compound events in the context of climate change.</li><li>Understand the cascading effects of extreme events across environmental and socio-economic sectors.</li><li>Learn how geospatial data, remote sensing, and GIS contribute to hazard detection and risk assessment.</li><li>Examine the integration of statistical analysis, machine learning, and AI in predictive modeling and disaster mitigation.</li><li>Study emerging climate risks such as flash droughts, compound flooding, and compound drought and heatwave (CDHW) events.</li><li>Review case studies highlighting recent research, real-world impacts, and disaster response challenges.</li><li>Gain insights to inform policy development, adaptation strategies, and climate resilience planning.</li></ul><p>Written for scientists and researchers, academics and students, Climate Extremes and Emerging Solutions: Data-Driven Insights and Geospatial Techniques is a comprehensive book that covers the basic knowledge of the topic combined with practical applications.</p>

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Climate Extremes and Emerging Solutions: Data-Driven Insights and Geospatial Techniques

摘要

In this book, the authors discuss the different climate events, extreme events, compound extreme events, use of AI/ML, GIS and remote sensing. This important resource:

  • Explore the mechanisms, drivers, and impacts of climate extremes and compound events in the context of climate change.
  • Understand the cascading effects of extreme events across environmental and socio-economic sectors.
  • Learn how geospatial data, remote sensing, and GIS contribute to hazard detection and risk assessment.
  • Examine the integration of statistical analysis, machine learning, and AI in predictive modeling and disaster mitigation.
  • Study emerging climate risks such as flash droughts, compound flooding, and compound drought and heatwave (CDHW) events.
  • Review case studies highlighting recent research, real-world impacts, and disaster response challenges.
  • Gain insights to inform policy development, adaptation strategies, and climate resilience planning.

Written for scientists and researchers, academics and students, Climate Extremes and Emerging Solutions: Data-Driven Insights and Geospatial Techniques is a comprehensive book that covers the basic knowledge of the topic combined with practical applications.