Remote Sensing of Soil and Land Surface Processes

Monitoring, Mapping, and Modeling

466 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

Remote Sensing of Soil and Land Surface Processes: Monitoring, Mapping, and Modeling couples artificial intelligence and remote sensing for mapping and modeling natural resources, thus expanding the applicability of AI and machine learning for soils and landscape studies and providing a hybridized approach that also increases the accuracy of image analysis. The book covers topics including digital soil mapping, satellite land surface imagery, assessment of land degradation, and deep learning networks and their applicability to land surface processes and natural hazards, including case studies and real life examples where appropriate. This book offers postgraduates, researchers and academics the latest techniques in remote sensing and geoinformation technologies to monitor soil and surface processes.

• Reihe: Elsevier
• ISBN: 9780443153419
• Sprache: Englisch
• Erscheinungsdatum: 06.11.2023
• Größe: 235 x 191 mm
• Verlag: Elsevier Inc
• Herausgegeben von: Assefa Melesse, Omid Rahmati, Khabat Khsoravi