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Více informací o knize Remote Sensing of Soil and Land Surface Processes

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Anotace knihy

Remote Sensing of Soil and Land Surface Processes: Monitoring, Mapping, and Modeling couples artificial intelligence and remote sensing for mapping and modelling natural resources, expanding the applicability of AI and machine learning for soils and landscape studies; 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. Remote Sensing of Soil and Land Surface Processes 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 modelling 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

Parametry knihy

Zařazení knihy Knihy v angličtině Mathematics & science Physics Applied physics

• Plný název: Remote Sensing of Soil and Land Surface Processes
• Podnázev: Monitoring, Mapping, and Modeling
• Autor: Assefa Melesse, Omid Rahamati, Khabat Khsoravi
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 370
• EAN: 9780443153419
• ID: 42846943
• Rozměry: 229 × 152 mm
• Datum vydání: 01. September 2023

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