Remote Sensing of Soil and Land Surface Processes

Monitoring, Mapping, and Modeling

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Éditeur :

Elsevier


Paru le : 2023-10-31



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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. This book offers postgraduates, researchers and academics the latest techniques in remote sensing and geoinformation technologies to monitor soil and surface processes. - Introduces object-based concepts and applications, enhancing monitoring capabilities and increasing the accuracy of mapping - Couples artificial intelligence and remote sensing for mapping and modeling natural resources, expanding the applicability of AI and machine learning for soils and sediment studies - Includes the use of new sensors and their applications to soils and sediment characterization - Includes case studies from a variety of geographical areas
Pages
370 pages
Collection
n.c
Parution
2023-10-31
Marque
Elsevier
EAN papier
9780443153419
EAN PDF
9780443153426

Informations sur l'ebook
Nombre pages copiables
37
Nombre pages imprimables
37
Taille du fichier
14899 Ko
Prix
164,30 €
EAN EPUB SANS DRM
9780443153426

Prix
164,30 €

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