Remote Sensing of Energy Fluxes and Soil Moisture Content
Integrating decades of research conducted by leading scientists in the field, Remote Sensing of Energy Fluxes and Soil Moisture Content provides an overview of state-of-the-art methods and modeling techniques employed for deriving spatio-temporal estimates of energy fluxes and soil surface moisture from remote sensing. It also underscores the range of such techniques available nowadays as well as the operationally distributed networks that provide today in-situ validated relevant observations.
The book brings together three types of articles:
- Comprehensive reviews that examine the developments in concepts, methods, and techniques employed in deriving land surface heat fluxes as well as soil surface moisture on field, regional, and large scales, paying particular emphasis to the techniques exploiting Earth Observation (EO) technology
- Detailed insights into the principles and operation of the most widely applied approaches for the quantification and analysis of surface fluxes and soil moisture with case studies that directly show the great applicability of remote sensing in this field, or articles discussing specific issues in the retrievals of those parameters from space
- Focused articles integrating current knowledge and scientific understanding in the remote sensing of energy fluxes and soil moisture, that are highlighting the main issues, challenges, and future prospects of this emerging technology.
Designed with different users in mind, the book is organized in four more or less independent units that make specific information easy to find. It presents a discussion on the future trends and prospects, underlying the scientific challenges that need to be addressed adequately in order to derive more accurate estimates of those parameters from space.
Controls, Conventional Estimation, and Remote Sensing Methods Overview
Turbulent Fluxes of Heat and Moisture at the Earth’s Land Surface: Importance, Controlling Parameters, and Conventional Measurement Techniques, George P. Petropoulos, Toby N. Carlson, and Hywel M. Griffiths
Surface Soil Moisture Estimation: Significance, Controls, and Conventional Measurement Techniques, George P. Petropoulos, Hywel M. Griffiths, Wouter Dorigo, Angelika Xaver, and Alexander Gruber
Remote Sensing of Surface Turbulent Energy Fluxes, George P. Petropoulos
Satellite Remote Sensing of Surface Soil Moisture, Brian W. Barrett and George P. Petropoulos
Remote Sensing of the Land Surface Radiation Budget, Shunlin Liang, Xiaotong Zhang, Tao He, Jie Cheng, and Dongdong Wang
Remote Sensing of Surface Energy Fluxes: Algorithms and Case Studies
A Comparative Study of Techniques for Modeling the Spatiotemporal Distribution of Heat and Moisture Fluxes at Different Agroecosystems in Brazil, Antônio Heriberto de Castro Teixeira, Fernando Braz Tangerino Hernandez, H. L. Lopes, Morris Scherer-Warren, and Luís Henrique Bassoi
Estimation of Land Surface Energy Fluxes from Remote Sensing Using One-Layer Modeling Approaches, Weiqiang Ma, Yaoming Ma, Hirohiko Ishikawa, and Zhongbo Su
Mapping Surface Fluxes and Moisture Conditions from Field to Global Scales Using ALEXI/DisALEXI, Martha C. Anderson, William P. Kustas, and Christopher R. Hain
Spatiotemporal Estimation of Land Surface Evapotranspiration Rates from MODIS Data Based on a VI–Ts Approach, Qiuhong Tang, Lei Huang, Hui Liu, Pat Jen-Feng Yeh, and Jaeil Cho
Global-Scale Estimation of Land Surface Heat Fluxes from Space: Product Assessment and Intercomparison, Matthew McCabe, Diego Miralles, Carlos Jimenez, Ali Ershadi, Joshua Fisher, Qiaozhen Mu, Miaoling Liang, Brigitte Mueller, Justin Sheffield, Sonia Seneviratne, and Eric Wood
The Role of Scale in Determining Surface Energy Fluxes from Remote Sensing, Nathaniel A. Brunsell and Leiqiu Hu
Remote Sensing of Soil Surface Moisture: Algorithms and Case Studies
Passive Microwave Remote Sensing Techniques for the Retrieval of Surface Soil Moisture from Space, Simonetta Paloscia and Emanuele Santi
Soil Moisture Retrieval from Synthetic Aperture Radar: Facing the Soil Roughness Parameterization Problem, Niko E. C. Verhoest and Hans Lievens
On the Synergistic Use of Microwave and Infrared Satellite Observations to Monitor Soil Moisture and Flooding, Marouane Temimi, Christopher R. Hain, Xiwu Zhan, Robert Rabin, Martha C. Anderson, Claudia Notarnicola, Jan Stepinski, and Amelise Bonhomme
On the Synergy between Optical and TIR Observations for the Retrievals of Soil Moisture Content: Exploring Different Approaches, José Sobrino, Cristian Mattar, Juan Carlos Jiménez-Muñoz, Belen Franch, and Chiara Corbari
Soil Moisture Remote Sensing and Data Assimilation, Carsten Montzka
Scaling and Filtering Approaches for the Use of Satellite Soil Moisture Observations, Luca Brocca, Florisa Melone, Tommaso Moramarco, Wolfgang Wagner, and Clement Albergel
Selection of Performance Metrics for Global Soil Moisture Products: The Case of ASCAT Product, Clement Albergel, Luca Brocca, Wolfgang Wagner, Patricia de Rosnay, and Jean-Christophe Calvet
Challenges and Future Outlook
Global-Scale Estimation of Land Surface Heat Fluxes from Space: Current Status, Opportunities, and Future Directions, Matthew McCabe, William Kustas, Martha Anderson, Cezar Kongoli, Ali Ershadi, and Christopher R. Hain
Operations, Challenges, and Prospects of Satellite-Based Surface Soil Moisture Data Services, Wolfgang Wagner, Sebastian Hahn, Julia Figa, Clement Albergel, Patricia de Rosnay, Luca Brocca, Richard de Jeu, Stefan Hasenauer, and Wouter Dorigo
"… Dr. Petropoulos has successfully brought together various chapters written by domain experts on the very challenging topic of ‘remote sensing based soil moisture measurement’, and structured the book in a smart and easy to read fashion. … This book is a visual example of how remote sensing is changing the perception about global monitoring systems, in particular future generations of precision agriculture."
—Journal of Spatial Science, January 2016
"The book by George Petropoulos is an outstanding compendium of remote sensing methods for the study of the land surface energy balance. It covers the physical principles of turbulent heat fluxes between land and atmosphere, the physical basis of remote sensing of the land surface and the interfaces between models and data. It provides an invaluable resource for students at undergraduate and postgraduate level but also postdoctoral and academic researchers with relevant research interests. I personally like the emphasis on the importance of spatio-temporal scales in the study of land surface processes, which is sometimes overlooked in similar works. ... Throughout the book, particular attention is paid to the importance of soil moisture dynamics for the latent and sensible heat fluxes. Remote sensing can contribute a lot to an improved understanding of these processes."
—Prof. Heiko Balzter, Director of the Centre for Landscape and Climate Research; Holder of the Royal Society Wolfson Research Merit Award; Principal Investigator of GIONET, European Centre of Excellence in Earth Observation Research Training University of Leicester, UK
"George P. Petropoulos compiles the state of the art methods and modeling techniques in addressing the remote sensing observations of energy fluxes and soil moisture contents. The book encompasses a wide range of case studies putting together the recent developments and approaches in deriving the energy budgets by satellite technology. Its breadth and scope, the variety of data explored, and the rigorous analysis will provoke the readers to seek and explore various dimensions of the scientific method. Eventually, a well edited book with comprehensive theory and practical cases, and can serve as a reference for terrestrial remote sensing scientists, and early career researchers."
—Dr. Tanvir Islam, NOAA/NESDIS/STAR
"… interesting for both advanced users applying EO data in their studies and for newcomers, including students, wanting to learn the principles and their applications in real world problems. … In conclusion, the book integrates many years research conducted by the leading scientists in the fields and is written at a high scientific level."
Mikihail Kanevski, Professor, Faculty of Geosciences and Environment, University of Lausanne, Switzerland
"… a much needed monograph book … covers wide spectrum of the research field from comprehensive review to in-depth algorithm development to case studies and data assessment. … certainly a very useful reference book for research."
—Dr Jianguo Liu, Department of Earth Science and Engineering, Imperial College London
"… state of art on the latest information on remote sensing of energy fluxes and soil moisture content. … has put forth a challenge and task for the remote sensing scientists to improve the spatial resolution of the soil remote sensing sensors. … shows unparalleled examples of the case studies"
—Professor Saumitra Mukherjee, Jawaharlal Nehru University
"… a very useful and badly needed summary of state-of-the-art retrieval methods and applications of remotely sensed observations of energy fluxes and surface soil moisture. … a unique resource for students and beginners in the field of remote sensing of energy and soil moisture but also experienced professionals and application specialists who are either data providers or users.
—Marko Scholze, Department of Physical Geography and Ecosystem Science, Lund University, Sweden
"… lays the groundwork for remote sensing of soil moisture and surface fluxes change, which are one of the important variables in current day sciences, weather as well as natural disaster prediction. This highly interdisciplinary reference work brings together diverse studies on surface energy fluxes and soil moisture from theoretical background to its applications represented through various case studies. The book offers a breath-taking range of resources from well-established scientists and academicians around the world with their valuable piece of work and opens a new window for scholars with interdisciplinary and methodological resources on latest ongoing researches. This diverse and exhilarating collection of book chapters explores the many important facets at presented at one place. Taken all together this piece of hard work presents state of the art research in a simplified form. It is a cornucopia of materials that will enliven remote sensing studies for soil moisture and flux change for those who are new to the field as well as for established scholars. At the last, I can say that, it is a ‘must read’ book for the scholars working in this field."
—Dr. Prashant K. Srivastava, ESSIC/NASA Goddard Space Flight Center, Greenbelt, Maryland, USA
"… systematically presents an overview of the various methods developed, followed by algorithmic techniques with various case studies cited. Lastly, a look towards future directions and challenges directs the reader as to prospects. It is a nice abridged and condensed volume of the literature in the field, which I hope will entice more professionals in water resources to consider implementation of satellite measurements in water management where practicable."
—Robert R Gillies, Utah State University
"… an outstanding overview of the underlying theory and latest methods for deriving energy fluxes and soil surface moisture from remote sensing. The Editor, George Petropoulos, has convened the leading authorities in this diverse field to write valuable comprehensive reviews and detailed discussions of specific technical issues. This one-of-a-kind compilation of algorithm descriptions, case studies and future outlooks is an essential reference for a wide audience from researchers and teachers to practitioners and policy makers."
—M. Susan Moran, Research Hydrologist, USDA ARS Southwest Watershed Research Center
"… presents an outstanding collection of contributions from the world’s leading scientists in the field of remote sensing in hydrology, targeting an audience ranging from fellow scientists to post graduate students. It covers a variety of state of the art remote sensing sensors and methods across temporal and spatial scales ranging from field-scale to global applications. Furthermore, the book gives an excellent overview of the last two decades of research within remote sensing of energy fluxes and soil moisture and includes an interesting outlook on future challenges and perspectives."
—Simon Stisen, Geological Survey of Denmark and Greenland
"… brings together a remarkably wide range of articles from top scientists describing technological development, example applications, product quality assessment, and the current status of moving the technologies into operational use. … Its publication is timely because we are currently witnessing a tremendous growth and advancement of hydrological remote sensing techniques, and anyone interested in catching up with the development should read this book."
—Wolfgang Knorr, Lund University, Sweden; Editor Geophysical Research Letters, American Geophysical Union