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Full Description
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.
Through its coverage of a wide variety of soil moisture retrieval applications, including drought, flood, irrigation scheduling, weather forecasting, climate change, precipitation forecasting, and several others, this is the first book to promote synergistic and multidisciplinary activities among scientists and users working in the hydrometeorological sciences.
Contents
Section I
Introduction
1. Soil Moisture from Space: Techniques and Limitations
Y.H. Kerr, J.-P. Wigneron, A. Al Bitar, A. Mialon and P.K. Srivastava
2. Available Data Sets and Satellites for Terrestrial Soil
Moisture Estimation
P.K. Srivastava, V. Pandey, S. Suman, M. Gupta and T. Islam
Section II
Optical and Infrared Techniques & Synergies
Between them
3. Soil Moisture Retrievals Using Optical/TIR Methods
P. Rahimzadeh-Bajgiran and A. Berg
4. Optical/Thermal-Based Techniques for Subsurface
Soil Moisture Estimation
M. Holzman and R. Rivas
5. Spatiotemporal Estimates of Surface Soil Moisture
from Space Using the Ts/VI Feature Space
G.P. Petropoulos, G. Ireland, H. Griffiths, T. Islam, D. Kalivas,
V. Anagnostopoulos, C. Hodges and P.K. Srivastava
6. Spatial Downscaling of Passive Microwave Data With
Visible-to-Infrared Information for High-Resolution
Soil Moisture Mapping
M. Piles and N. Sánchez
7. Soil Moisture Retrieved From a Combined Optical and
Passive Microwave Approach: Theory and Applications
C. Mattar, A. Santamaría-Artigas1, J. A. Sobrino, J.C. Jiménez - Muñoz
Section III
Microwave Soil Moisture Retrieval Techniques
8. Nonparametric Model for the Retrieval of Soil
Moisture by Microwave Remote Sensing
D.K. Gupta, R. Prasad, P.K. Srivastava and T. Islam
9. Temperature-Dependent Spectroscopic Dielectric
Model at 0.05-16 GHz for a Thawed and Frozen
Alaskan Organic Soil
V. Mironov and I. Savin
10. Active and Passive Microwave Remote Sensing
Synergy for Soil Moisture Estimation
R. Akbar, N. Das, D. Entekhabi and M. Moghaddam
11. Intercomparison of Soil Moisture Retrievals From In
Situ, ASAR, and ECV SM Data Sets Over Different
European Sites
B. Barrett, C. Pratola, A. Gruber and E. Dwyer
Section IV
Advanced Applications of Soil Moisture
12. Use of Satellite Soil Moisture Products for the
Operational Mitigation of Landslides Risk in
Central Italy
13. Remotely Sensed Soil Moisture as a Key Variable in
Wildfires Prevention Services: Towards New Prediction
Tools Using SMOS and SMAP Data
D. Chaparro, M. Piles and M. Vall-llossera
14. Integrative Use of Near-Surface Satellite Soil Moisture
and Precipitation for Estimation of Improved
Irrigation Scheduling Parameters
M. Gupta, P.K. Srivastava and T. Islam
15. A Comparative Study on SMOS and NLDAS-2 Soil
Moistures Over a Hydrological Basin—With
Continental Climate
16. Continental Scale Monitoring of Subdaily and Daily
Evapotranspiration Enhanced by the Assimilation of
Surface Soil Moisture Derived from Thermal Infrared
Geostationary Data
17. Soil Moisture Deficit Estimation Through SMOS Soil
Moisture and MODIS Land Surface Temperature
P.K. Srivastava, T. Islam, S.K. Singh, M. Gupta, George P. Petropoulos,
D.K. Gupta, W.Z. Wan Jaafar and R. Prasad
Section V
Future Challenges in Soil Moisture Retrieval and
Applications
18. Soil Moisture Retrievals Based on Active and
Passive Microwave Data: State-of-the-Art and
Operational Applications
J. Munõz-Sabater, A. Al Bitar and L. Brocca
19. Emerging and Potential Future Applications of
Satellite-Based Soil Moisture Products
E. Tebbs, F. Gerard, A. Petrie and E. De Witte
