1、Advances inEnvironmentalRemote SensingSensors,Algorithms,and ApplicationsTaylor&Francis Series in Remote Sensing Applications?Advances in Environmental Remote Sensing:Sensors,Algorithms,and Applications,edited by Qihao WengRemote Sensing of Coastal Environments,edited by Yeqiao WangRemote Sensing of
2、 Global Croplands for Food Security,edited by Prasad S.Thenkabail,John G.Lyon,Hugh Turral,and Chandashekhar M.BiradarGlobal Mapping of Human Settlement:Experiences,Data Sets,and Prospects,edited by Paolo Gamba and Martin HeroldHyperspectral Remote Sensing:Principles and Applications,Marcus Borengass
3、er,William S.Hungate,and Russell WatkinsRemote Sensing of Impervious Surfaces,Qihao WengMultispectral Image Analysis Using the Object-Oriented Paradigm,Kumar NavulurCRC Press is an imprint of theTaylor&Francis Group,an informa businessBoca Raton London New YorkAdvances inEnvironmentalRemote SensingS
4、ensors,Algorithms,and ApplicationsEdited byQihao WengMATLAB is a trademark of The MathWorks,Inc.and is used with permission.The MathWorks does not warrant the accuracy of the text or exercises in this book.This books use or discussion of MATLAB software or related products does not constitute endors
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12、CRC Press Web site athttp:/ vContentsAcknowledgments viiEditorixContributors xiIntroduction xvI Sensors,Systems,and PlatformsSection 1.Remote Sensing of Vegetation with Landsat Imagery 3Conghe Song,Joshua M.Gray,and Feng Gao 2.Review of Selected Moderate-Resolution Imaging Spectroradiometer Algorith
13、ms,Data Products,and Applications 31Yang Shao,Gregory N.Taff,and Ross S.Lunetta 3.Lidar Remote Sensing 57Sorin C.Popescu 4.Impulse Synthetic Aperture Radar 85Giorgio Franceschetti and James Z.Tatoian 5.Hyperspectral Remote Sensing of Vegetation Bioparameters 101Ruiliang Pu and Peng Gong 6.Thermal Re
14、mote Sensing of Urban Areas:Theoretical Backgrounds and Case Studies 143Qihao WengII Algorithms and TechniquesSection 7.Atmospheric Correction Methods for Optical Remote Sensing Imagery of Land 161Rudolf Richter 8.Three-Dimensional Geometric Correction of Earth Observation Satellite Data 173Thierry
15、Toutin 9.Remote Sensing Image Classification 219Dengsheng Lu,Qihao Weng,Emilio Moran,Guiying Li,and Scott Hetrickvi Contents10.Object-Based Image Analysis for Vegetation Mapping and Monitoring 241Thomas Blaschke,Kasper Johansen,and Dirk Tiede 11.Land-Use and Land-Cover Change Detection 273Dengsheng
16、Lu,Emilio Moran,Scott Hetrick,and Guiying Li III Environmental Applications-VegetationSection 12.Remote Sensing of Ecosystem Structure and Function 291Alfredo R.Huete and Edward P.Glenn 13.Remote Sensing of Live Fuel Moisture 321Stephen R.Yool 14.Forest Change Analysis Using Time-Series Landsat Obse
17、rvations 339Chengquan Huang 15.Satellite-Based Modeling of Gross Primary Production of Terrestrial Ecosystems 367Xiangming Xiao,Huimin Yan,Joshua Kalfas,and Qingyuan Zhang 16.Global Croplands and Their Water Use from Remote Sensing and Nonremote Sensing Perspectives 383Prasad S.Thenkabail,Munir A.Ha
18、njra,Venkateswarlu Dheeravath,and Muralikrishna Gumma IV Environmental Applications:Air,Water,and LandSection 17.Remote Sensing of Aerosols from Space:A Review of Aerosol Retrieval Using the Moderate-Resolution Imaging Spectroradiometer 423Man Sing Wong and Janet Nichol 18.Remote Estimation of Chlor
19、ophyll-a Concentration in Inland,Estuarine,and Coastal Waters 439Anatoly A.Gitelson,Daniela Gurlin,Wesley J.Moses,and Yosef Z.Yacobi 19.Retrievals of Turbulent Heat Fluxes and Surface Soil Water Content by Remote Sensing 469George P.Petropoulos and Toby N.Carlson 20.Remote Sensing of Urban Biophysic
20、al Environments 503Qihao Weng 21.Development of the USGS National Land-Cover Database over Two Decades 525George Xian,Collin Homer,and Limin YangIndex 545viiAcknowledgmentsI extend my heartfelt thanks to all the contributors of this book for making this endeavor possible Moreover,I offer my deepest
21、appreciation to all the reviewers,who have taken precious time from their busy schedules to review the chapters submitted for this book Finally,I am indebted to my family for their enduring love and support It is my hope that the publication of this book will facilitate students to understand the st
22、ate-of-the art knowledge of environmental remote sensing and to provide researchers with an update on the newest development in many sub-fields of this dynamic field The reviewers of the chapters of this book are listed here in alphabetical order:Thomas Blaschke Hubo Cai Toby Carlson Paolo Gamba Ana
23、toly Gitelson Chengquan Huang Stefaan Lhermitte Lin Li Desheng Liu Hua Liu Dengsheng Lu Janet Nichol Ruiliang Pu Dale Quattrochi Yang Shao Conghe Song Junmei Tang Xiaohua Tong Guangxin Wang George Xian Xiangming Xiao Jian-sheng Yang Ping Yang Zhengwei Yang Fei Yuan Yuyu ZhouixEditorDr.Qihao Weng is
24、a professor of geography and the direc-tor of the Center for Urban and Environmental Change at Indiana State University From 2008 to 2009,he visited the National Aeronautics and Space Administration(NASA)as a senior research fellow He is also a guest/adjunct profes-sor at Wuhan University and Beijin
25、g Normal University,and a guest research scientist at the Beijing Meteorological Bureau in China His research focuses on remote sensing and GIS analysis of urban environmental systems,land-use and land-cover change,urbanization impacts,and humanenvironment interactions Dr Weng is the author of more
26、than 120 peer-reviewed journal articles and other publications and three books(Urban Remote Sensing,2006,CRC Press;Remote Sensing of Impervious Surfaces,2007,CRC Press;and Remote Sensing and GIS Integration:Theories,Methods,and Applications,2009,McGraw-Hill Professional)He has been the recipient of
27、some significant awards,including the Robert E Altenhofen Memorial Scholarship Award(1998)from the American Society for Photogrammetry and Remote Sensing(ASPRS),the Best Student-Authored Paper Award from the International Geographic Information Foundation(1999),the Theodore Dreiser Distinguished Res
28、earch Award from Indiana State University(2006),a NASA senior fellowship(2008),and the 2010 Erdas Award for Best Scientific Paper in Remote Sensing from ASPRS(first place)Dr Weng has worked extensively with optical and thermal remote sensing data,with research support from the National Science Found
29、ation(NSF),NASA,USGS,the US Agency for International Development(USAID),the National Geographic Society,and the Indiana Department of Natural Resources Professionally,Dr Weng was a national director of ASPRS(20072010)He also serves as an associate editor of ISPRS Journal of Photogrammetry and Remote
30、 Sensing,and is the series editor for both the Taylor&Francis series in remote sensing applications,and the McGraw-Hill series in GIS&TxiContributorsThomas BlaschkeZ_GIS Centre for Geoinformatics and Department for Geography and GeologyUniversity of SalzburgSalzburg,AustriaToby N.CarlsonDepartment o
31、f MeteorologyPenn State UniversityUniversity Park,PennsylvaniaVenkateswarlu DheeravathWorld Food ProgramUnited Nations Joint Logistic CenterJuba,South Sudan,SudanGiorgio Franceschetti Eureka AerospacePasadena,CaliforniaFeng GaoNASA Goddard Space Flight CenterGreenbelt,MarylandAnatoly A.GitelsonCALMI
32、T,School of Natural ResourcesUniversity of Nebraska Lincoln,NebraskaEdward P.GlennDepartment of Soil,Water,and Environmental ScienceUniversity of ArizonaTucson,ArizonaPeng GongDepartment of Environmental Science,Policy,and ManagementUniversity of CaliforniaBerkeley,CaliforniaJoshua M.GrayDepartment
33、of GeographyUniversity of North CarolinaChapel Hill,North CarolinaMuralikrishna GummaInternational Rice Research CenterManila,PhilippinesDaniela GurlinCALMIT,School of Natural ResourcesUniversity of Nebraska Lincoln,NebraskaMunir A.HanjraInternational Centre of Water for Food SecurityCharles Stuart UniversityWagga Wagga,NSW,AustraliaScott HetrickAnthropological Center for Training and Research on
