Remote Sensing Handbook: Volume 2 - Land Resources Monitoring, Modeling, and Mapping with Remote Sensing PDF
Preview Remote Sensing Handbook: Volume 2 - Land Resources Monitoring, Modeling, and Mapping with Remote Sensing
REMOTE SENSING HANDBOOK VOLUME II LAND RESOURCES MONITORING, MODELING, AND MAPPING WITH REMOTE SENSING © 2016 Taylor & Francis Group, LLC Remote Sensing Handbook Remotely Sensed Data Characterization, Classification, and Accuracies Land Resources Monitoring, Modeling, and Mapping with Remote Sensing Remote Sensing of Water Resources, Disasters, and Urban Studies © 2016 Taylor & Francis Group, LLC REMOTE SENSING HANDBOOK VOLUME II LAND RESOURCES MONITORING, MODELING, AND MAPPING WITH REMOTE SENSING Edited by Prasad S. Thenkabail, PhD United States Geological Survey (USGS) © 2016 Taylor & Francis Group, LLC CRC Press Taylor & Francis Group 6000 Broken Sound Parkway NW, Suite 300 Boca Raton, FL 33487-2742 © 2016 by Taylor & Francis Group, LLC CRC Press is an imprint of Taylor & Francis Group, an Informa business No claim to original U.S. Government works Printed on acid-free paper Version Date: 20150526 International Standard Book Number-13: 978-1-4822-1795-7 (Hardback) This book contains information obtained from authentic and highly regarded sources. Reasonable efforts have been made to publish reliable data and information, but the author and publisher cannot assume responsibility for the validity of all materials or the consequences of their use. The authors and publishers have attempted to trace the copyright holders of all material reproduced in this publication and apologize to copyright holders if permission to publish in this form has not been obtained. If any copyright material has not been acknowledged please write and let us know so we may rectify in any future reprint. Except as permitted under U.S. Copyright Law, no part of this book may be reprinted, reproduced, transmitted, or utilized in any form by any electronic, mechanical, or other means, now known or hereafter invented, including photocopying, microfilming, and recording, or in any information storage or retrieval system, without written permission from the publishers. For permission to photocopy or use material electronically from this work, please access www.copyright.com (http://www.copyright.com/) or contact the Copyright Clearance Center, Inc. (CCC), 222 Rosewood Drive, Danvers, MA 01923, 978-750-8400. CCC is a not-for-profit organization that provides licenses and registration for a variety of users. For organizations that have been granted a photocopy license by the CCC, a separate system of payment has been arranged. Trademark Notice: Product or corporate names may be trademarks or registered trademarks, and are used only for identification and explanation without intent to infringe. Library of Congress Cataloging‑in‑Publication Data Land resources monitoring, modeling, and mapping with remote sensing / editor, Prasad S. Thenkabail. pages cm Includes bibliographical references and index. ISBN 978-1-4822-1795-7 (alk. paper) 1. Remote sensing. 2. Natural resources--Remote sensing. I. Thenkabail, Prasad Srinivasa, 1958- editor of compilation. G70.4.L33 2015 621.36’78--dc23 2015001323 Visit the Taylor & Francis Web site at http://www.taylorandfrancis.com and the CRC Press Web site at http://www.crcpress.com © 2016 Taylor & Francis Group, LLC I dedicate this work to my revered parents whose sacrifices gave me an education, as well as to all those teachers from whom I learned remote sensing over the years. © 2016 Taylor & Francis Group, LLC © 2016 Taylor & Francis Group, LLC Contents Foreword ........................................................................................................................................................xi Preface.........................................................................................................................................................xvii Acknowledgments .....................................................................................................................................xxiii Editor ........................................................................................................................................................xxvii Contributors ..............................................................................................................................................xxxi Section i Vegetation and Biomass 1 Monitoring Photosynthesis from Space ................................................................................................................3 Alfredo Huete, Guillermo Ponce-Campos, Yongguang Zhang, Natalia Restrepo-Coupe, Xuanlong Ma, and Mary Susan Moran 2 Canopy Biophysical Variables Retrieval from the Inversion of Reflectance Models .............................23 Frédéric Baret 3 Aboveground Terrestrial Biomass and Carbon Stock Estimations from Multisensor Remote Sensing .........................................................................................................................................................................47 Wenge Ni-Meister Section ii Agricultural croplands 4 Agriculture ..................................................................................................................................................................71 Clement Atzberger, Francesco Vuolo, Anja Klisch, Felix Rembold, Michele Meroni, Marcio Pupin Mello, and Antonio Formaggio 5 Agricultural Systems Studies Using Remote Sensing ....................................................................................113 Agnès Bégué, Damien Arvor, Camille Lelong, Elodie Vintrou, and Margareth Simoes 6 Global Food Security Support Analysis Data at Nominal 1 km (GFSAD1km) Derived from Remote Sensing in Support of Food Security in the Twenty-First Century: Current Achievements and Future Possibilities ..............................................................................................................131 Pardhasaradhi Teluguntla, Prasad S. Thenkabail, Jun Xiong, Murali Krishna Gumma, Chandra Giri, Cristina Milesi, Mutlu Ozdogan, Russell G. Congalton, James Tilton, Temuulen Tsagaan Sankey, Richard Massey, Aparna Phalke, and Kamini Yadav 7 Precision Farming ...................................................................................................................................................161 David J. Mulla and Yuxin Miao 8 Remote Sensing of Tillage Status ........................................................................................................................179 Baojuan Zheng, James B. Campbell, Guy Serbin, Craig S.T. Daughtry, Heather McNairn, and Anna Pacheco 9 Hyperspectral Remote Sensing for Terrestrial Applications .......................................................................201 Prasad S. Thenkabail, Pardhasaradhi Teluguntla, Murali Krishna Gumma, and Venkateswarlu Dheeravath vii © 2016 Taylor & Francis Group, LLC viii Contents Section iii Rangelands 10 Global View of Remote Sensing of Rangelands: Evolution, Applications, Future Pathways .............237 Matthew C. Reeves, Robert A. Washington-Allen, Jay Angerer, E. Raymond Hunt, Jr., Ranjani Wasantha Kulawardhana, Lalit Kumar, Tatiana Loboda, Thomas Loveland, Graciela Metternicht, and R. Douglas Ramsey 11 Remote Sensing of Rangeland Biodiversity ......................................................................................................277 E. Raymond Hunt, Jr., Cuizhen Wang, D. Terrance Booth, Samuel E. Cox, Lalit Kumar, and Matthew C. Reeves 12 Characterization, Mapping, and Monitoring of Rangelands: Methods and Approaches ...................309 Lalit Kumar, Priyakant Sinha, Jesslyn F. Brown, R. Douglas Ramsey, Matthew Rigge, Carson A. Stam, Alexander J. Hernandez, E. Raymond Hunt, Jr., and Matthew C. Reeves Section iV Phenology and Food Security 13 Global Land Surface Phenology and Implications for Food Security .......................................................353 Molly E. Brown, Kirsten M. de Beurs, and Kathryn Grace Section V Forests 14 Characterizing Tropical Forests with Multispectral Imagery ....................................................................367 E.H. Helmer, Nicholas R. Goodwin, Valéry Gond, Carlos M. Souza, Jr., and Gregory P. Asner 15 Remote Sensing of Forests from Lidar and Radar ..........................................................................................397 Juha Hyyppä, Mika Karjalainen, Xinlian Liang, Anttoni Jaakkola, Xiaowei Yu, Michael Wulder, Markus Hollaus, Joanne C. White, Mikko Vastaranta, Kirsi Karila, Harri Kaartinen, Matti Vaaja, Ville Kankare, Antero Kukko, Markus Holopainen, Hannu Hyyppä, and Masato Katoh 16 Forest Biophysical and Biochemical Properties from Hyperspectral and LiDAR Remote Sensing .......429 Gregory P. Asner, Susan L. Ustin, Philip A. Townsend, Roberta E. Martin, and K. Dana Chadwick 17 Optical Remote Sensing of Tree and Stand Heights ......................................................................................449 Sylvie Durrieu, Cédric Véga, Marc Bouvier, Frédéric Gosselin, Jean-Pierre Renaud, and Laurent Saint-André Section Vi Biodiversity 18 Biodiversity of the World: A Study from Space ..............................................................................................489 Thomas W. Gillespie, Andrew Fricker, Chelsea Robinson, and Duccio Rocchini 19 Multiscale Habitat Mapping and Monitoring Using Satellite Data and Advanced Image Analysis Techniques ...............................................................................................................................................505 Stefan Lang, Christina Corbane, Palma Blonda, Kyle Pipkins, and Michael Förster Section Vii ecology 20 Ecological Characterization of Vegetation Using Multisensor Remote Sensing in the Solar Reflective Spectrum................................................................................................................................................533 Conghe Song, Jing Ming Chen, Taehee Hwang, Alemu Gonsamo, Holly Croft, Quanfa Zhang, Matthew Dannenberg, Yulong Zhang, Christopher Hakkenberg, and Juxiang Li © 2016 Taylor & Francis Group, LLC Contents ix Section Viii Land Use/Land cover 21 Land Cover Change Detection .............................................................................................................................579 John Rogan and Nathan Mietkiewicz 22 Land Use and Land Cover Mapping and Change Detection and Monitoring Using Radar Remote Sensing ........................................................................................................................................................605 Zhixin Qi, Anthony Gar-On Yeh, and Xia Li Section ix carbon 23 Global Carbon Budgets and the Role of Remote Sensing.............................................................................639 Richard A. Houghton Section x Soils 24 Spectral Sensing from Ground to Space in Soil Science: State of the Art, Applications, Potential, and Perspectives ...................................................................................................................................661 José A. M. Demattê, Cristine L. S. Morgan, Sabine Chabrillat, Rodnei Rizzo, Marston H. D. Franceschini, Fabrício da S. Terra, Gustavo M. Vasques, and Johanna Wetterlind 25 Remote Sensing of Soil in the Optical Domains.............................................................................................733 E. Ben-Dor and José A.M. Demattê Section xi Summary 26 Remote Sensing of Land Resources: Monitoring, Modeling, and Mapping Advances over the Last 50 Years and a Vision for the Future ........................................................................................791 Prasad S. Thenkabail Index ...........................................................................................................................................................833 © 2016 Taylor & Francis Group, LLC © 2016 Taylor & Francis Group, LLC
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