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Full Description
Volume III of the Six Volume Remote Sensing Handbook, Second Edition, is focused on agriculture; food security; vegetation; phenology; rangelands; soils; and global biomass modeling, mapping, and monitoring using multi-sensor remote sensing. It discusses the application of remote sensing in agriculture systems analysis, phenology, cropland mapping and modeling, terrestrial vegetation studies, physically based models, food and water security, precision farming, crop residues, global view of rangelands, and soils. This thoroughly revised and updated volume draws on the expertise of a diverse array of leading international authorities in remote sensing and provides an essential resource for researchers at all levels interested in using remote sensing. It integrates discussions of remote sensing principles, data, methods, development, applications, and scientific and social context.
FEATURES
Provides the most up-to-date comprehensive coverage of remote sensing science in agriculture, vegetation, and soil studies.
Discusses and analyzes data from old and new generations of satellites and sensors spread across 60 years.
Provides comprehensive assessment of modeling, mapping, and monitoring agricultural crops, vegetation, and soils from wide array of sensors, methods, and techniques.
Includes numerous case studies on advances and applications at local, regional, and global scales.
Introduces advanced methods in remote sensing such as machine learning, cloud computing, and AI.
Highlights scientific achievements over the last decade and provides guidance for future developments.
This volume is an excellent resource for the entire remote sensing and GIS community. Academics, researchers, undergraduate and graduate students, as well as practitioners, decision makers, and policymakers, will benefit from the expertise of the professionals featured in this book, and their extensive knowledge of new and emerging trends.
Contents
Part I: Vegetation and Biomass. 1. Measuring Photosynthesis Productivity from Space. 2. Remote Sensing of Solar-Induced Chlorophyll Fluorescence. 3. Canopy Biophysical Variables Retrieval from the Inversion of Reflectance Models. 4. Agricultural Crop Biophysical and Biochemical Quantity Retrievals using Remote Sensing with Multi-Sensor. 5. Agriculture. Part II: Agricultural Croplands. 6. Agricultural Systems Studies using Remote Sensing. 7. Global Food Security Support Analysis Data (GFSAD) at Nominal 1-km derived from Remote Sensing in Support of Food Security in the Twenty-first Century: Current Achievements and Future Possibilities. 8. Remote Sensing for Precision Agriculture. 9. Remote Sensing of Tillage Status. Part III: Rangelands. 10. Hyperspectral Remote Sensing for Terrestrial Applications. 11. A Global View of Remote Sensing of Rangelands: Evolution, Applications, Future Pathways. 12. Remote Sensing of Rangeland Biodiversity. Part IV: Phenology and Food Security. 13. Characterization, Mapping, and Monitoring of Rangelands: Methods and Approaches. Part V: Soils. 14. Global Land Surface Phenology and Implications for Food Security. 15. Spectral Sensing from Ground to Space in Soil Science: State of the Art, Applications, Potential and Perspectives. 16. Remote Sensing of Soil in the Optical Domains. Part VI: Summary and Synthesis for Volume III. 17. Remote Sensing Handbook, Vol III: Agriculture, Food Security, Rangelands, Vegetation, Phenology, and Soils.
