Natural Disasters Under Changing Climate: Modeling Strategies, Predictions, and Management
Editat de Omid Rahmati, Zahra Kalantari, Carla Sofia Ferreira, Bahram Choubin, Rares Halbac-Cotoara-Zamfiren Limba Engleză Paperback – sep 2026
- Functions as a comprehensive textbook on natural disasters, and focuses on floods, landslides, earthquakes, dust storms, land subsidence, wildfire, sea level rise, drought, snow avalanches, debris flow, and desertification
- Provides unique and cutting-edge research on natural disaster prediction
- Explores novel approaches in the field of artificial intelligence and remote sensing
- Presents scientific frameworks for the spatial prediction of a wide suite of natural disaster types with a focus on their specific triggers and processes
- Offers study questions and case studies for students and instructors at the end of each chapter
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Specificații
ISBN-13: 9780443338793
ISBN-10: 0443338795
Pagini: 400
Dimensiuni: 191 x 235 mm
Editura: ELSEVIER SCIENCE
ISBN-10: 0443338795
Pagini: 400
Dimensiuni: 191 x 235 mm
Editura: ELSEVIER SCIENCE
Cuprins
1. Natural Disasters Under Climate Change: Challenges and Issues of Modeling, Prediction and Management
2. Spatial Prediction of Flood Hazard Using Data-Mining Models
3. Landslide Susceptibility Modeling under climate change impact: The Role of Machine Learning for Prioritizing Landslide-Chapter
4. Analysis of Earthquake Effects Using DinSAR
5. Mitigation Strategies for Dust Storm with an Interdisciplinary Approach
6. Spatiotemporal Behavior of Landslides Reactivation Using Optic and Radar Satellite Images
7. Spatiotemporal Pattern of Desertification: The Impacts of Land Use and Climate Changes
8. Deep Learning-Based Flood Hazard Assessment
9. Radar-Based Remote Sensing for Land Subsidence Monitoring and Modeling
10. Wildfire Susceptibility Mapping Using Novel Optimized Hybrid Deep Learning Models
11. Vulnerability to Sea Level Rise in Coastal Coupled Social-Ecological Systems
12. Application of MODIS-based Reflectance Spectral Data for Drought Detection and Prediction
13. Snow Avalanche Prediction in Large-Scale Regions Using Deep-Learning and Metaheuristic Algorithms
14. Modeling of Debris Flow Susceptibility Using Artificial Intelligence Approach
15. Detecting Near-Real Time Flood Extent Using Radar-Based Satellite Images
16. Sand Dune Migration Disaster: Monitoring and Protections
17. Dust events and analysis of farmers' resilience measures
18. Heatwave: Mechanisms, Monitoring, and Predictions
2. Spatial Prediction of Flood Hazard Using Data-Mining Models
3. Landslide Susceptibility Modeling under climate change impact: The Role of Machine Learning for Prioritizing Landslide-Chapter
4. Analysis of Earthquake Effects Using DinSAR
5. Mitigation Strategies for Dust Storm with an Interdisciplinary Approach
6. Spatiotemporal Behavior of Landslides Reactivation Using Optic and Radar Satellite Images
7. Spatiotemporal Pattern of Desertification: The Impacts of Land Use and Climate Changes
8. Deep Learning-Based Flood Hazard Assessment
9. Radar-Based Remote Sensing for Land Subsidence Monitoring and Modeling
10. Wildfire Susceptibility Mapping Using Novel Optimized Hybrid Deep Learning Models
11. Vulnerability to Sea Level Rise in Coastal Coupled Social-Ecological Systems
12. Application of MODIS-based Reflectance Spectral Data for Drought Detection and Prediction
13. Snow Avalanche Prediction in Large-Scale Regions Using Deep-Learning and Metaheuristic Algorithms
14. Modeling of Debris Flow Susceptibility Using Artificial Intelligence Approach
15. Detecting Near-Real Time Flood Extent Using Radar-Based Satellite Images
16. Sand Dune Migration Disaster: Monitoring and Protections
17. Dust events and analysis of farmers' resilience measures
18. Heatwave: Mechanisms, Monitoring, and Predictions