Earth Observation for Land and Emergency Monitoring

Earth Observation Science (EOS) is the study of the global Earth land-ocean-atmosphere system through observations. The principal tools for such studies are measurements from space since these provide the coverage of the planet that is necessary to capture the behaviour of the entire coupled system. In addition, surface observations, and measurements from aircraft, balloons and sounding rockets provide valuable contributors to what are now termed "integrated, global observing systems." Coupled with models, the EOS measurement suites provide powerful tools for research into the factors controlling and changing the Earth system in which we live. The objectives of this book are to describe new methods and applications of satellite technology in the fields of land and emergency monitoring. It draws on new research outcomes from the European FP7 project GIONET (European Centre of Excellence in Earth Observation Research Training). GIONET combines industrial partners with universities and research institutes, and this book provides a perspective on Earth Observation applications that is motivated by the cross-fertilisation of both sectors. Hence, this book will find readers in both industry and academia. This book highlights a broad range of innovative uses of Earth Observation technology to support environmental management, decision making, crisis management and climate policies. It uses advanced concepts of multi-sensor image integration, multi-temporal analysis and synergies between data and models. This is a truly interdisciplinary subject that encompasses a range of applications in various fields which are discussed in detail throughout the text. If you are interested in remote sensing applications and looking for inspiration, this is the book for you.

Autorentext

About the editor

Heiko Balzter is Professor of Physical Geography and Director of the Centre for Landscape and Climate Research at the University of Leicester, UK.

Inhalt

List of Contributors vii

Preface xi

1 Earth Observation for Land and Emergency Monitoring Core Services 1
Heiko Balzter

Part I Forest Monitoring 5

2 Methodology for Regional to Global Mapping of Aboveground Forest Biomass: Integrating Forest Allometry, Ground Plots, and Satellite Observations 7
P. Rodriguez-Veiga, S. Saatchi, J. Wheeler, K. Tansey and Heiko Balzter

3 Remote Sensing for Aboveground Biomass Estimation in Boreal Forests 33
*M.A. Stelmaszczuk?]Górska, C.J. Thiel and C.C. Schmullius*

4 Forest Mapping of the Congo Basin using Synthetic Aperture Radar (SAR) 57
*J. Wheeler, P. Rodriguez-Veiga, Heiko Balzter, K. Tansey and N.J. Tate*

Part II Land Cover and Land Cover Change Monitoring 75

5 Multi?]Frequency SAR Applications for Land Cover Classification Within Copernicus Downstream Services 77
*B.F. Spies, A. Lamb and Heiko Balzter*

6 Unsupervised Land Use/Land Cover Change Detection with Integrated Pixel and Object Based Approaches for High Resolution Remote Sensing Imagery 101
*S. Shrestha, C. Smith and Z. Bochenek*

7 Earth Observation Land Data Assimilation System (EO?]LDAS) Regularization Constraints over Barrax Site 117
*M. Chernetskiy, N. Gobron, J. Gómez?]Dans, P. Lewis and C.C. Schmullius*

Part III Coastal Zone and Freshwater Monitoring 141

8 SAR?]Based EO of Salt Marsh Habitats in Support of Integrated Coastal Zone Management 143
*S.J. van Beijma, A. Comber and A. Lamb*

9 A Framework for Lakeshore Vegetation Assessment Using Field Spectroscopy and Airborne Hyperspectral Imagery 159
*D. Stratoulias, I. Keramitsoglou, P. Burai, L. Csaba, A. Zlinszky, V.R. Tóth and Heiko Balzter*

10 Copernicus Framework for Monitoring Lake Balaton Phytoplankton 173
*S.C.J. Palmer, A. Zlinszky, Heiko Balzter, V. Nicolás?]Perea and V.R. Tóth*

Part IV Land Deformation Mapping and Humanitarian Crisis Response 193

11 InSAR Techniques for Land Deformation Monitoring 195
*P. Kourkouli, U. Wegmüller, A. Wiesmann and K. Tansey*

12 Mapping Land Surface Displacements in the Swiss Alps with Radar Interferometry 209
*J. Papke, T. Strozzi and N.J. Tate*

13 Sample Supervised Search?]Centric Approaches in Geographic Object?]Based Image Analysis: Concepts, State of the Art and a Future Outlook 223
*C. Fourie and E. Schoepfer*

Part V Earth Observation for Climate Adaptation 245

14 Remote Sensing of Wetland Dynamics as Indicators of Water Availability in Semi?]Arid Africa 247
*L. Moser, A. Schmitt, S. Voigt and E. Schoepfer*

15 Satellite Derived Information for Drought Detection and Estimation of Water Balance 285
*M. Ofwono, K. Dabrowska?]Zielinska, J. Kaduk and V. Nicolás-Perea*

16 Conclusions 301
*Heiko Balzter*

Index 305