Book
Remote Sensing of Soil and Land Surface Processes: Monitoring, Mapping, and Modeling
ISBN : 9780443153419
Author : Assefa Melesse
Publisher : Elsevier
Year : 2024
Language : English
Type : Book
Description : 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.
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