Format:
1 online resource (462 pages)
Edition:
4th ed.
ISBN:
9780470666500
Content:
This fourth and full colour edition updates and expands a widely-used textbook aimed at advanced undergraduate and postgraduate students taking courses in remote sensing and GIS in Geography, Geology and Earth/Environmental Science departments. Existing material has been brought up to date and new material has been added. In particular, a new chapter, exploring the two-way links between remote sensing and environmental GIS, has been added. New and updated material includes: A website at www.wiley.com/go/mather4 that provides access to an updated and expanded version of the MIPS image processing software for Microsoft Windows, PowerPoint slideshows of the figures from each chapter, and case studies, including full data sets, Includes new chapter on Remote Sensing and Environmental GIS that provides insights into the ways in which remotely-sensed data can be used synergistically with other spatial data sets, including hydrogeological and archaeological applications, New section on image processing from a computer science perspective presented in a non-technical way, including some remarks on statistics, New material on image transforms, including the analysis of temporal change and data fusion techniques, New material on image classification including decision trees, support vector machines and independent components analysis, and Now in full colour throughout. This book provides the material required for a single semester course in Environmental Remote Sensing plus additional, more advanced, reading for students specialising in some aspect of the subject. It is written largely in non-technical language yet it provides insights into more advanced topics that some may consider too difficult for a non-mathematician to understand. The case studies available from the website are fully-documented research projects complete with original data sets.
Content:
Intro -- Computer Processing of Remotely-Sensed Images -- Contents -- Preface to the First Edition -- Preface to the Second Edition -- Preface to the Third Edition -- Preface to the Fourth Edition -- List of Examples -- 1 Remote Sensing: Basic Principles -- 1.1 Introduction -- 1.2 Electromagnetic Radiation and Its Properties -- 1.2.1 Terminology -- 1.2.2 Nature of Electromagnetic Radiation -- 1.2.3 The Electromagnetic Spectrum -- 1.2.4 Sources of Electromagnetic Radiation -- 1.2.5 Interactions with the Earth's Atmosphere -- 1.3 Interaction with Earth-Surface Materials -- 1.3.1 Introduction -- 1.3.2 Spectral Reflectance of Earth Surface Materials -- 1.4 Summary -- 2 Remote Sensing Platforms and Sensors -- 2.1 Introduction -- 2.2 Characteristics of Imaging Remote Sensing Instruments -- 2.2.1 Spatial Resolution -- 2.2.2 Spectral Resolution -- 2.2.3 Radiometric Resolution -- 2.3 Optical, Near-infrared and Thermal Imaging Sensors -- 2.3.1 Along-Track Scanning Radiometer (ATSR) -- 2.3.2 Advanced Very High Resolution Radiometer (AVHRR) and NPOESS VIIRS -- 2.3.3 MODIS -- 2.3.4 Ocean Observing Instruments -- 2.3.5 IRS LISS -- 2.3.6 Landsat Instruments -- 2.3.7 SPOT Sensors -- 2.3.8 Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) -- 2.3.9 High-Resolution Commercial and Small Satellite Systems -- 2.4 Microwave Imaging Sensors -- 2.4.1 European Space Agency Synthetic Aperture Spaceborne Radars -- 2.4.2 Radarsat -- 2.4.3 TerraSAR-X and COSMO/Skymed -- 2.4.4 ALOS PALSAR -- 2.5 Summary -- 3 Hardware and Software Aspects of Digital Image Processing -- 3.1 Introduction -- 3.2 Properties of Digital Remote Sensing Data -- 3.2.1 Digital Data -- 3.2.2 Data Formats -- 3.2.3 System Processing -- 3.3 Numerical Analysis and Software Accuracy -- 3.4 Some Remarks on Statistics -- 3.5 Summary -- 4 Preprocessing of Remotely-Sensed Data.
Note:
Description based on publisher supplied metadata and other sources
Additional Edition:
ISBN 9780470742389
Additional Edition:
Erscheint auch als Druck-Ausgabe Mather, Paul M., 1944 - 2021 Computer processing of remotely-sensed images Chichester [u.a.] : Wiley-Blackwell, 2011 ISBN 9780470742389
Additional Edition:
ISBN 9780470742396
Language:
English
Subjects:
Engineering
,
Geography
Keywords:
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