Remote Sensing of Soil and Land Surface Processes - Monitoring, Mapping, and Modeling

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.

General

Imprint:	Elsevier - Health Sciences Division
Country of origin:	United States
Series:	Earth Observation
Release date:	November 2023
First published:	2024
Editors:	Assefa M. Melesse • Omid Rahamati • Khabat Khsoravi
Dimensions:	229 x 152mm (L x W)
Pages:	370
ISBN-13:	978-0-443-15341-9
Categories:	Books
LSN:	0-443-15341-8
Barcode:	9780443153419

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