Remote Sensing of Soils (eBook, ePUB)

Mapping, Monitoring, and Measurement
Redaktion: Dharumarajan, S.; Kumar, Nirmal; Manickam, Lalitha; Adhikari, Kabindra; Seenipandi, Kaliraj

• Format: ePub

Produktbeschreibung

Remote Sensing of Soils: Mapping, Monitoring and Measurement covers the basic, theoretical and scientific concepts of multidisciplinary subjects, including sections that relate to soil sciences, remote sensing, geoinformatics, geomatics, civil and water resource engineering, geography, agriculture, disaster management and the earth and environmental sciences. The book consists of defined elements to help guide the reader, including an abstract, introductions, a literature review, methodology, results and discussions, findings, recommendations and conclusions. Each chapter includes theoretical information that is illustrated with flow charts, tables, figures, diagrams and other related illustrations.

Site-specific research and case studies are described throughout with geographical and demographical data, current scientific issues, impacts, solutions and societal benefits, thus providing readers from multi-disciplinary backgrounds the tools they need to successful map, analyze and monitor soils.

• Covers multispectral, hyperspectral and SAR remote sensing analysis of soil properties, soil moisture, soil salinity, and soil organic matters, etc., in spatio-temporal scale
• Includes a section on digital soil mapping, including integrated RS, GIS and insitu surveyed data analysis for digital soil mapping using widely accepted models and approaches
• Ideal for readers in the soil sciences, remote sensing, geoinformatics, geomatics, civil and water resource engineering, geography, agriculture, disaster management, and earth and environmental sciences

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Produktdetails

• Verlag: Elsevier Science & Techn.
• Seitenzahl: 468
• Erscheinungstermin: 28. November 2023
• Englisch
• ISBN-13: 9780443187728
• Artikelnr.: 69551397

Inhaltsangabe

Section 1: Remote sensing of soils1. Soil - interface of earth, environment
and atmosphere2. Soil formation and spatial distributions3. Soil
compositions and physio-chemical properties4. Remote sensing of soils and
parental materials5. Optical Remote Sensing: Platforms, Sensors and
Products in soil studies6. Microwave and hyperspectral Remote sensing:
Platforms, Sensors & Products7. Spectral characteristics of soils 8. GIS
modelling and Digital Image processing for soil measurement 9. Remote
sensing - open source data products and applications10. Recent developments
of remote sensing in soil researchSection 2: Remote sensing & GIS for Soil
resource mapping1. Remote sensing and GIS for soil and terrain mapping 2.
Soil mapping using remote sensing indices, terrain attributes & LULC 3.
Soil moisture estimation and monitoring 4. Soil fertility mapping,
monitoring and assessment 5. Soil salinity assessment and mapping 6.
Problematic soils mapping and assessment 7. Soil management zone mapping 8.
Soil mapping for hydrological assessment and monitoring 9. Soil Loss
Assessment10. Soil conservation and management Section 3: Digital soil
mapping and soil inference system 1. Digital soil mapping - concepts,
methods, and applications 2. Geostatistics and Multivariate Statistical
Analysis for soil mapping 3. Machine Learning techniques in soil mapping,
and model comparisons 4. Deep Learning and Artificial Intelligence in soil
resources monitoring and mapping5. Smart soil sampling, covariate selection
and Uncertainty assessment in soil mapping 6. Soil Organic Carbon-
assessment, monitoring, and mapping 7. Soil Carbon Sequestration Potential
estimation and mapping 8. Integrating process-based models and digital soil
mapping for modeling soil carbon and soil nutrient dynamics9. GIS based
soil information system and database development10. Digital library and
Decision support system11. Variable Rate Application in Precision
agriculture 12. Soil functional mapping and precision conservation of
landscapes 13. Digital Soil Mapping: Moving Towards Dynamic Soil Survey
Section 4: Remote sensing of soils: Recent implications and future
prospects 1. Soil moisture estimation: Multispectral, Hyperspectral,
Passive and Active Remote sensing approaches 2. Soil Physical and Chemical
Properties - spatiotemporal monitoring & Assessment 3. Soil Properties
measurement using VIS-NIR Imaging Spectroscopy Data 4. Soil Properties
measurement using MIR Spectroscopy5. Spectral library and Decision support
system 6. Soil Total Carbon Stock estimation measurement and monitoring 7.
Soil Salinity Modeling8. Soil health monitoring9. Soil Sensors and
applications 10. AVRIS hyperspectral data applications 11. Unmanned Aerial
Vehicle (UAV) based Remote Sensing 12. Future of remote sensing application
in soil resources monitoring Section 5: Remote sensing & GIS for Soil
analysis - vulnerability mapping and assessment1. Soil erosion
vulnerability mapping and assessment2. Land degradation and Desertification
- modelling and vulnerability analysis3. Natural hazards zonation and
mapping4. Big data analysis and Data Mining Techniques in soil degradation
assessment5. Machine learning in land degradation assessment6. Heavy metals
hazard assessment and monitoring7. Remote sensing of energy fluxes,
potential evapotranspiration and land surface temperature8. Soil sediments
and contaminations9. Climate change impacts and dynamics of soil
properties10. Object and Rule-based decision support systems for soil
hazards management