Satellite Soil Moisture Retrieval Techniques and Applications 1st Edition by Prashant K Srivastava 0128033883 9780128033883

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ISBN-10 :  0128033883 

ISBN-13 :  9780128033883

Author: Prashant K Srivastava 

Satellite Soil Moisture Retrieval: Techniques and Applications offers readers a better understanding of the scientific underpinnings, development, and application of soil moisture retrieval techniques and their applications for environmental modeling and management, bringing together a collection of recent developments and rigorous applications of soil moisture retrieval techniques from optical and infrared datasets, such as the universal triangle method, vegetation indices based approaches, empirical models, and microwave techniques, particularly by utilizing earth observation datasets such as IRS III, MODIS, Landsat7, Landsat8, SMOS, AMSR-e, AMSR2 and the upcoming SMAP.

Satellite Soil Moisture Retrieval. Techniques and Applications 1st Table of contents:

Section I: Introduction
Chapter 1: Soil Moisture from Space: Techniques and Limitations
Abstract
1 Introduction
2 Means of Measuring Soil Moisture
3 Satellite Missions
4 Soil Moisture Retrieval From Space Using Passive Microwaves
5 Way Forward
6 Caveats
7 Conclusions and Perspectives
Chapter 2: Available Data Sets and Satellites for Terrestrial Soil Moisture Estimation
Abstract
1 Introduction
2 In Situ Data Sets for Soil Moisture
3 Satellite Data Sets for Soil Moisture
4 Conclusion
Section II: Optical and Infrared Techniques & Synergies Between them
Chapter 3: Soil Moisture Retrievals Using Optical/TIR Methods
Abstract
1 Introduction
2 Optical/TIR Model History and Concept
3 Optical/TIR Models Used for SM Estimation
4 Case Study: Estimation of SM Using Optical/TIR RS in the Canadian Prairies
5 Summary and Future Outlook
Chapter 4: Optical/Thermal-Based Techniques for Subsurface Soil Moisture Estimation
Abstract
1 Introduction
2 Methodology
3 Results and Discussion
4 Conclusions
Chapter 5: Spatiotemporal Estimates of Surface Soil Moisture from Space Using the Ts/VI Feature Space
Abstract
Acknowledgments
1 Introduction
2 The Ts/VI Domain
3 Experimental Set Up and Data Sets
4 Methodology
5 Results
6 Discussion
7 Conclusions
Chapter 6: Spatial Downscaling of Passive Microwave Data With Visible-to-Infrared Information for High-Resolution Soil Moisture Mapping
Abstract
Acknowledgments
1 Introduction
2 A Semiempirical Model to Capture the Synergy of Passive Microwaves With Optical Data at Different Spatial Scales
3 High-Resolution Soil Moisture Mapping From Space
4 Airborne Field Experiments
5 Future Lines and Recommendations
Section III: Microwave Soil Moisture Retrieval Techniques
Chapter 7: Soil Moisture Retrieved From a Combined Optical and Passive Microwave Approach: Theory and Applications
Abstract
Acknowledgments
1 Introduction
2 Radiative Transfer Equation
3 Conclusions
Chapter 8: Nonparametric Model for the Retrieval of Soil Moisture by Microwave Remote Sensing
Abstract
1 Introduction
2 Material and Methods
3 Results and Discussion
4 Conclusions
Chapter 9: Temperature-Dependent Spectroscopic Dielectric Model at 0.05–16 GHz for a Thawed and Frozen Alaskan Organic Soil
Abstract
1 Introduction
2 Soil Samples and Measurement Procedures
3 Concept of a Multirelaxation Spectroscopic Dielectric Model
4 Retrieving the Parameters of the Multirelaxation Spectroscopic Dielectric Model
5 The Temperature-Dependent Multirelaxation Spectroscopic Dielectric Model
6 Evaluation of the TD MRSDM
7 Conclusions
Chapter 10: Active and Passive Microwave Remote Sensing Synergy for Soil Moisture Estimation
Abstract
1 Introduction
2 SR CAP Soil Moisture Retrieval
3 MR CAP Soil Moisture Retrieval
4 Forward Electromagnetic Scattering and Emission Model Considerations
5 Further Discussions
Chapter 11: Intercomparison of Soil Moisture Retrievals From In Situ, ASAR, and ECV SM Data Sets Over Different European Sites
Abstract
Acknowledgments
1 Introduction
2 Materials and Methods
3 Results and Discussion
4 Conclusions
Section IV: Advanced Applications of Soil Moisture
Chapter 12: Use of Satellite Soil Moisture Products for the Operational Mitigation of Landslides Risk in Central Italy
Abstract
Acknowledgments
1 Introduction
2 PRESSCA Early Warning System
3 Case Study and Data Sets
4 Results and Discussion
5 Conclusions and Future Perspectives
Chapter 13: Remotely Sensed Soil Moisture as a Key Variable in Wildfires Prevention Services: Towards New Prediction Tools Using SMOS and SMAP Data
Abstract
Acknowledgments
1 Introduction
2 Remotely Sensed Soil Moisture, Climate Change, and Fire Risk
3 The Role of Soil Moisture in Forest Fires
4 Linking Remotely Sensed Soil Moisture With Forest Fires Ignition and Propagation
5 Fire Risk Assessment in the Iberian Peninsula Using SMOS Data
6 Conclusions
Chapter 14: Integrative Use of Near-Surface Satellite Soil Moisture and Precipitation for Estimation of Improved Irrigation Scheduling Parameters
Abstract
Acknowledgments
1 Introduction
2 Material and Methods
3 Results and Discussion
4 Conclusions
Chapter 15: A Comparative Study on SMOS and NLDAS-2 Soil Moistures Over a Hydrological Basin—With Continental Climate
Abstract
Acknowledgments
1 Introduction
2 Data and Methodology
3 Results and Discussion
4 Conclusions
Chapter 16: Continental Scale Monitoring of Subdaily and Daily Evapotranspiration Enhanced by the Assimilation of Surface Soil Moisture Derived from Thermal Infrared Geostationary Data
Abstract
Acknowledgments
1 Introduction
2 Operational Production of Evapotranspiration Maps Using Geostationary Satellite Observations in Near-Real Time
3 A New Prototype of the Evapotranspiration Algorithm Constrained by More EO Satellite Data
4 Gain and Loss of Accuracy in Choosing a New Source for Soil Moisture Input: Validation of the Prototype by Comparison With In Situ Observations
5 Comparison With the Operational Product
6 Conclusions
7 Future Line of Operational Research
Chapter 17: Soil Moisture Deficit Estimation Through SMOS Soil Moisture and MODIS Land Surface Temperature
Abstract
Acknowledgments
1 Introduction
2 Materials and Methodology
3 Results and Discussion
4 Conclusions
Section V: Future Challenges in Soil Moisture Retrieval and Applications
Chapter 18: Soil Moisture Retrievals Based on Active and Passive Microwave Data: State-of-the-Art and Operational Applications
Abstract
Acknowledgments
1 Introduction
2 State-of-the-Art Soil Moisture Retrievals and Applications Based on Active Microwave Data
3 State-of-the-Art Soil Moisture Retrievals and Applications Based on Passive Microwave Data
4 State-of-the-Art Soil Moisture Analysis for NWP
5 Caveats in the Prediction of Soil Moisture Retrievals and Its Applications
6 Future Outlook
Chapter 19: Emerging and Potential Future Applications of Satellite-Based Soil Moisture Products
Abstract
Acknowledgments
1 Introduction
2 Potential Future Applications of SM
3 SM for Addressing Food and Water Security in Africa
4 Current Limitations and Future Developments
5 Conclusions

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