环境遥感Advances in Environmental Remote Sensing：Sensors Algorithms and Applications(2011).pdf

环境遥感Advances in Environmental Remote Sensing：Sensors Algorithms and Applications(2011).pdf

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AdvancesinEnvironmentalRemoteSensingSensors,Algorithms,andApplicationsTaylor&FrancisSeriesinRemoteSensingApplications?

AdvancesinEnvironmentalRemoteSensing:

Sensors,Algorithms,andApplications,editedbyQihaoWengRemoteSensingofCoastalEnvironments,editedbyYeqiaoWangRemoteSensingofGlobalCroplandsforFoodSecurity,editedbyPrasadS.Thenkabail,JohnG.Lyon,HughTurral,andChandashekharM.BiradarGlobalMappingofHumanSettlement:

Experiences,DataSets,andProspects,editedbyPaoloGambaandMartinHeroldHyperspectralRemoteSensing:

PrinciplesandApplications,MarcusBorengasser,WilliamS.Hungate,andRussellWatkinsRemoteSensingofImperviousSurfaces,QihaoWengMultispectralImageAnalysisUsingtheObject-OrientedParadigm,KumarNavulurCRCPressisanimprintoftheTaylor&FrancisGroup,aninformabusinessBocaRatonLondonNewYorkAdvancesinEnvironmentalRemoteSensingSensors,Algorithms,andApplicationsEditedbyQihaoWengMATLABisatrademarkofTheMathWorks,Inc.andisusedwithpermission.TheMathWorksdoesnotwarranttheaccuracyofthetextorexercisesinthisbook.ThisbooksuseordiscussionofMATLABsoftwareorrelatedproductsdoesnotconstituteendorsementorsponsorshipbyTheMathWorksofaparticularpedagogicalapproachorparticularuseoftheMATLABsoftware.CRCPressTaylor&FrancisGroup6000BrokenSoundParkwayNW,Suite300BocaRaton,FL33487-27422011byTaylorandFrancisGroup,LLCCRCPressisanimprintofTaylor&FrancisGroup,anInformabusinessNoclaimtooriginalU.S.GovernmentworksPrintedintheUnitedStatesofAmericaonacid-freepaper10987654321InternationalStandardBookNumber-13:

978-1-4200-9181-6（Ebook-PDF）Thisbookcontainsinformationobtainedfromauthenticandhighlyregardedsources.Reasonableeffortshavebeenmadetopublishreliabledataandinformation,buttheauthorandpublishercannotassumeresponsibilityforthevalid-ityofallmaterialsortheconsequencesoftheiruse.Theauthorsandpublishershaveattemptedtotracethecopyrightholdersofallmaterialreproducedinthispublicationandapologizetocopyrightholdersifpermissiontopublishinthisformhasnotbeenobtained.Ifanycopyrightmaterialhasnotbeenacknowledgedpleasewriteandletusknowsowemayrectifyinanyfuturereprint.ExceptaspermittedunderU.S.CopyrightLaw,nopartofthisbookmaybereprinted,reproduced,transmitted,oruti-lizedinanyformbyanyelectronic,mechanical,orothermeans,nowknownorhereafterinvented,includingphotocopy-ing,microfilming,andrecording,orinanyinformationstorageorretrievalsystem,withoutwrittenpermissionfromthepublishers.Forpermissiontophotocopyorusematerialelectronicallyfromthiswork,pleaseaccess（http:

/contacttheCopyrightClearanceCenter,Inc.（CCC）,222RosewoodDrive,Danvers,MA01923,978-750-8400.CCCisanot-for-profitorganizationthatprovideslicensesandregistrationforavarietyofusers.FororganizationsthathavebeengrantedaphotocopylicensebytheCCC,aseparatesystemofpaymenthasbeenarranged.TrademarkNotice:

Productorcorporatenamesmaybetrademarksorregisteredtrademarks,andareusedonlyforidentificationandexplanationwithoutintenttoinfringe.VisittheTaylor&FrancisWebsiteathttp:

/andtheCRCPressWebsiteathttp:

/vContentsAcknowledgmentsviiEditorixContributorsxiIntroductionxvISensors,Systems,andPlatformsSection1.RemoteSensingofVegetationwithLandsatImagery3CongheSong,JoshuaM.Gray,andFengGao2.ReviewofSelectedModerate-ResolutionImagingSpectroradiometerAlgorithms,DataProducts,andApplications31YangShao,GregoryN.Taff,andRossS.Lunetta3.LidarRemoteSensing57SorinC.Popescu4.ImpulseSyntheticApertureRadar85GiorgioFranceschettiandJamesZ.Tatoian5.HyperspectralRemoteSensingofVegetationBioparameters101RuiliangPuandPengGong6.ThermalRemoteSensingofUrbanAreas:

TheoreticalBackgroundsandCaseStudies143QihaoWengIIAlgorithmsandTechniquesSection7.AtmosphericCorrectionMethodsforOpticalRemoteSensingImageryofLand161RudolfRichter8.Three-DimensionalGeometricCorrectionofEarthObservationSatelliteData173ThierryToutin9.RemoteSensingImageClassification219DengshengLu,QihaoWeng,EmilioMoran,GuiyingLi,andScottHetrickviContents10.Object-BasedImageAnalysisforVegetationMappingandMonitoring241ThomasBlaschke,KasperJohansen,andDirkTiede11.Land-UseandLand-CoverChangeDetection273DengshengLu,EmilioMoran,ScottHetrick,andGuiyingLiIIIEnvironmentalApplications-VegetationSection12.RemoteSensingofEcosystemStructureandFunction291AlfredoR.HueteandEdwardP.Glenn13.RemoteSensingofLiveFuelMoisture321StephenR.Yool14.ForestChangeAnalysisUsingTime-SeriesLandsatObservations339ChengquanHuang15.Satellite-BasedModelingofGrossPrimaryProductionofTerrestrialEcosystems367XiangmingXiao,HuiminYan,JoshuaKalfas,andQingyuanZhang16.GlobalCroplandsandTheirWaterUsefromRemoteSensingandNonremoteSensingPerspectives383PrasadS.Thenkabail,MunirA.Hanjra,VenkateswarluDheeravath,andMuralikrishnaGummaIVEnvironmentalApplications:

Air,Water,andLandSection17.RemoteSensingofAerosolsfromSpace:

AReviewofAerosolRetrievalUsingtheModerate-ResolutionImagingSpectroradiometer423ManSingWongandJanetNichol18.RemoteEstimationofChlorophyll-aConcentrationinInland,Estuarine,andCoastalWaters439AnatolyA.Gitelson,DanielaGurlin,WesleyJ.Moses,andYosefZ.Yacobi19.RetrievalsofTurbulentHeatFluxesandSurfaceSoilWaterContentbyRemoteSensing469GeorgeP.PetropoulosandTobyN.Carlson20.RemoteSensingofUrbanBiophysicalEnvironments503QihaoWeng21.DevelopmentoftheUSGSNationalLand-CoverDatabaseoverTwoDecades525GeorgeXian,CollinHomer,andLiminYangIndex545viiAcknowledgmentsIextendmyheartfeltthankstoallthecontributorsofthisbookformakingthisendeavorpossibleMoreover,Ioffermydeepestappreciationtoallthereviewers,whohavetakenprecioustimefromtheirbusyschedulestoreviewthechapterssubmittedforthisbookFinally,IamindebtedtomyfamilyfortheirenduringloveandsupportItismyhopethatthepublicationofthisbookwillfacilitatestudentstounderstandthestate-of-theartknowledgeofenvironmentalremotesensingandtoprovideresearcherswithanupdateonthenewestdevelopmentinmanysub-fieldsofthisdynamicfieldThereviewersofthechaptersofthisbookarelistedhereinalphabeticalorder:

ThomasBlaschkeHuboCaiTobyCarlsonPaoloGambaAnatolyGitelsonChengquanHuangStefaanLhermitteLinLiDeshengLiuHuaLiuDengshengLuJanetNicholRuiliangPuDaleQuattrochiYangShaoCongheSongJunmeiTangXiaohuaTongGuangxinWangGeorgeXianXiangmingXiaoJian-shengYangPingYangZhengweiYangFeiYuanYuyuZhouixEditorDr.QihaoWengisaprofessorofgeographyandthedirec-toroftheCenterforUrbanandEnvironmentalChangeatIndianaStateUniversityFrom2008to2009,hevisitedtheNationalAeronauticsandSpaceAdministration（NASA）asaseniorresearchfellowHeisalsoaguest/adjunctprofes-soratWuhanUniversityandBeijingNormalUniversity,andaguestresearchscientistattheBeijingMeteorologicalBureauinChinaHisresearchfocusesonremotesensingandGISanalysisofurbanenvironmentalsystems,land-useandland-coverchange,urbanizationimpacts,andhumanenvironmentinteractionsDrWengistheauthorofmorethan120peer-reviewedjournalarticlesandotherpublicationsandthreebooks（UrbanRemoteSensing,2006,CRCPress;RemoteSensingofImperviousSurfaces,2007,CRCPress;andRemoteSensingandGISIntegration:

Theories,Methods,andApplications,2009,McGraw-HillProfessional）Hehasbeentherecipientofsomesignificantawards,includingtheRobertEAltenhofenMemorialScholarshipAward（1998）fromtheAmericanSocietyforPhotogrammetryandRemoteSensing（ASPRS）,theBestStudent-AuthoredPaperAwardfromtheInternationalGeographicInformationFoundation（1999）,theTheodoreDreiserDistinguishedResearchAwardfromIndianaStateUniversity（2006）,aNASAseniorfellowship（2008）,andthe2010ErdasAwardforBestScientificPaperinRemoteSensingfromASPRS（firstplace）DrWenghasworkedextensivelywithopticalandthermalremotesensingdata,withresearchsupportfromtheNationalScienceFoundation（NSF）,NASA,USGS,theUSAgencyforInternationalDevelopment（USAID）,theNationalGeographicSociety,andtheIndianaDepartmentofNaturalResourcesProfessionally,DrWengwasanationaldirectorofASPRS（20072010）HealsoservesasanassociateeditorofISPRSJournalofPhotogrammetryandRemoteSensing,andistheserieseditorforboththeTaylor&Francisseriesinremotesensingapplications,andtheMcGraw-HillseriesinGIS&TxiContributorsThomasBlaschkeZ_GISCentreforGeoinformaticsandDepartmentforGeographyandGeologyUniversityofSalzburgSalzburg,AustriaTobyN.CarlsonDepartmentofMeteorologyPennStateUniversityUniversityPark,PennsylvaniaVenkateswarluDheeravathWorldFoodProgramUnitedNationsJointLogisticCenterJuba,SouthSudan,SudanGiorgioFranceschettiEurekaAerospacePasadena,CaliforniaFengGaoNASAGoddardSpaceFlightCenterGreenbelt,MarylandAnatolyA.GitelsonCALMIT,SchoolofNaturalResourcesUniversityofNebraskaLincoln,NebraskaEdwardP.GlennDepartmentofSoil,Water,andEnvironmentalScienceUniversityofArizonaTucson,ArizonaPengGongDepartmentofEnvironmentalScience,Policy,andManagementUniversityofCaliforniaBerkeley,CaliforniaJoshuaM.GrayDepartmentofGeographyUniversityofNorthCarolinaChapelHill,NorthCarolinaMuralikrishnaGummaInternationalRiceResearchCenterManila,PhilippinesDanielaGurlinCALMIT,SchoolofNaturalResourcesUniversityofNebraskaLincoln,NebraskaMunirA.HanjraInternationalCentreofWaterforFoodSecurityCharlesStuartUniversityWaggaWagga,NSW,AustraliaScottHetrickAnthropologicalCenterforTrainingandResearchon