Swat model - SlideShare
文章推薦指數: 80 %
The Soil and Water Assessment Tool (SWAT) is a small watershed to river basin-scale model developed by the United States Department of Agriculture – ... SlideShareusescookiestoimprovefunctionalityandperformance,andtoprovideyouwithrelevantadvertising.Ifyoucontinuebrowsingthesite,youagreetotheuseofcookiesonthiswebsite.SeeourUserAgreementandPrivacyPolicy. SlideShareusescookiestoimprovefunctionalityandperformance,andtoprovideyouwithrelevantadvertising.Ifyoucontinuebrowsingthesite,youagreetotheuseofcookiesonthiswebsite.SeeourPrivacyPolicyandUserAgreementfordetails. Successfullyreportedthisslideshow. YourSlideShareisdownloading. × Activateyour30dayfreetrial tounlockunlimitedreading. Swatmodel Report vishvjeettholia • Mar.04,2019 • 11likes • 9,252views DownloadNow Download NextSlideShares Youarereadingapreview. Activateyour30dayfreetrial tocontinuereading. ContinueforFree UpcomingSlideShare Arcswat Loadingin…3 × NarayanShrestha[CalibrationandValidationofSWATModelforLowLyingWate... NarayanShrestha Swat&modflow PradipaChinnasamy SWATToulouse2013Presentation Budi ApplicationofGISandMODFLOWtoGroundWaterHydrology-AReview IJERAEditor Swatmodelingofnutrientbieger SoilandWaterConservationSociety RAINFALLRUNOFFMODELLINGUSINGHEC-HMS PushpAggarwal MastersThesisDefensePresentation nancyanne WATERRESOURCESMODELINGOFTHEGANGES-BRAHMAPUTRA-MEGHNARIVERBASINSUSING... MoududHasan Facebook Twitter LinkedIn Size(px) Starton ShowrelatedSlideSharesatend Share Email Topclippedslide 1of54 1of54 Swatmodel Mar.04,2019 • 11likes • 9,252views Report DownloadNow Download Downloadtoreadoffline Engineering SWATMODELWITHRESERVOIRMODULE Readmore vishvjeettholia Follow SWATMODELWITHRESERVOIRMODULE Readmore Engineering Arcswat vishvjeettholia APPLICATIONSOFARCSWATMODELFORHYDROLOGICALMODELLING AbhiramKanigolla UsingComputer-simulatedhydrologicalmodel(SWAT)toestimatetheground-wat... DhirajJhunjhunwala TheDevelopmentofaCatchmentManagementModellingSystemfortheGoogongRe... GavanThomas Master'scoursedefensepresentationinWaterResourceManagementandGIS TooryalayAyoubi Erosionandrunoffevaluation SoilandWaterConservationSociety HydrologicAssessmentinaMiddleNarmadaBasin,IndiausingSWATModel SumantDiwakar AssessingtheabilityofSWATasawaterqualitymodelintheLakeVictoriab... TimoBrussée Swatppt avanishsingh EffectivenessAnalysisofBestManagementPracticesbySWATforAppropriateC... ExternalEvents Arcswat vishvjeettholia APPLICATIONSOFARCSWATMODELFORHYDROLOGICALMODELLING AbhiramKanigolla UsingComputer-simulatedhydrologicalmodel(SWAT)toestimatetheground-wat... DhirajJhunjhunwala TheDevelopmentofaCatchmentManagementModellingSystemfortheGoogongRe... GavanThomas Master'scoursedefensepresentationinWaterResourceManagementandGIS TooryalayAyoubi Erosionandrunoffevaluation SoilandWaterConservationSociety HydrologicAssessmentinaMiddleNarmadaBasin,IndiausingSWATModel SumantDiwakar AssessingtheabilityofSWATasawaterqualitymodelintheLakeVictoriab... TimoBrussée Swatppt avanishsingh EffectivenessAnalysisofBestManagementPracticesbySWATforAppropriateC... ExternalEvents MoreRelatedContent Slideshowsforyou NarayanShrestha[CalibrationandValidationofSWATModelforLowLyingWate... NarayanShrestha Swat&modflow PradipaChinnasamy SWATToulouse2013Presentation Budi ApplicationofGISandMODFLOWtoGroundWaterHydrology-AReview IJERAEditor Swatmodelingofnutrientbieger SoilandWaterConservationSociety RAINFALLRUNOFFMODELLINGUSINGHEC-HMS PushpAggarwal MastersThesisDefensePresentation nancyanne WATERRESOURCESMODELINGOFTHEGANGES-BRAHMAPUTRA-MEGHNARIVERBASINSUSING... MoududHasan REMOTESENSINGDATAFORHYDROLOGICALMODELING ShyamMohanChaudhary RainfallRunoffModellingontheLowerTapiBasinusingHEC-HMS AnkitBalyanMBA,B.Tech. Hydrologicmodeling AcademiadeIngenieríadeMéxico WEPPMODEL ShyamMohanChaudhary UnderstandingimpactsofsustainablelandmanagementinterventionsusingSWAT... InternationalWaterManagementInstitute(IWMI) 23-NRSC-RemoteSatelliteImgae-HydrologyandWaterManagement-Sep-17 indiawrm Understandingrunoffgenerationprocessesandrainfallrunoffmodeling:Thec... InternationalWaterManagementInstitute(IWMI) Hydrologicalmodellingi5 ThimMengly(ម៉េងលី,孟李) GROUNDWATERMODELINGSYSTEM ShyamMohanChaudhary Streamflowsimulationusingradar-basedprecipitationappliedtotheIllinois... AlirezaSafari IntroductiontoGroundwaterModelling C.P.Kumar SimilartoSwatmodel CouplingofSurfacewaterandGroundwaterModels TIPUSULTANBADAGAN ModflowNepal Paschimanchalcampus,pokhara TheInternationalJournalofEngineeringandScience theijes EstimationofGroundwaterPotential C.P.Kumar IRJET-HydrologicalModelingofPengangaSub-BasinusingArc-SWAT IRJETJournal Hydrologicmodelingofdetentionpond eSATPublishingHouse Modellingofrunoffresponseinasemi-aridcoastalwatershedusingSWAT IJERAEditor Ijetr042178 EngineeringResearchPublication Kuwait_SymposiumPaper TayebehAhmadi Hydrologicmodelingofdetentionpond eSATJournals Waterqualitymodelingofanagriculturalwatershedwithbestmanagementprac... eSATJournals Assessmentofclimatechangeimpactonwateravailabilityofbilatewatershed... AlexanderDecker Gisbased-hydrological-modeling.-a-comparative-study-of-hec-hms-and-the-xinan... SikandarAli Al33217222 IJERAEditor Ijciet0610_004 IAEMEPublication Waterqualitymodelingofanagriculturalwatershedwithbestmanagementprac... eSATPublishingHouse Al33217222 IJERAEditor IdentificationOfGroundWaterPotentialZonesInTamilNaduByRemoteSensin... IJERAEditor CWRA2016AssessingCumulativeEffectsofSAGDOperationsintheMackayWater... DirkKassenaarM.Sc.P.Eng. ApplicationofSwatModelforGeneratingSurfaceRunoffandEstimationofWat... IRJETJournal Featured WhattoUploadtoSlideShare SlideShare BeAGreatProductLeader(Amplify,Oct2019) AdamNash TrillionDollarCoachBook(BillCampbell) EricSchmidt APIdaysParis2019-Innovation@scale,APIsasDigitalFactories'NewMachi... apidays Afewthoughtsonworklife-balance WimVanderbauwhede Isvcstillathingfinal MarkSuster TheGaryVeeContentModel GaryVaynerchuk MammalianBrainChemistryExplainsEverything LorettaBreuning,PhD Blockchain+AI+CryptoEconomicsAreWeCreatingaCodeTsunami? DinisGuarda TheAIRush Jean-BaptisteDumont AIandMachineLearningDemystifiedbyCarolSmithatMidwestUX2017 CarolSmith 10factsaboutjobsinthefuture PewResearchCenter'sInternet&AmericanLifeProject HarrySurden-ArtificialIntelligenceandLawOverview HarrySurden InsideGoogle'sNumbersin2017 RandFishkin Pinot:RealtimeDistributedOLAPdatastore KishoreGopalakrishna HowtoBecomeaThoughtLeaderinYourNiche LeslieSamuel VisualDesignwithData SethFamilian DesigningTeamsforEmergingChallenges AaronIrizarry UX,ethnographyandpossibilities:forLibraries,MuseumsandArchives NedPotter Study:TheFutureofVR,ARandSelf-DrivingCars LinkedIn RelatedBooks Freewitha30daytrialfromScribd Seeall Bezonomics:HowAmazonIsChangingOurLivesandWhattheWorld'sBestCompaniesAreLearningfromIt BrianDumaine (4/5) Free Autonomy:TheQuesttoBuildtheDriverlessCar—AndHowItWillReshapeOurWorld LawrenceD.Burns (4/5) Free NoFilter:TheInsideStoryofInstagram SarahFrier (4.5/5) Free TheFutureIsFasterThanYouThink:HowConvergingTechnologiesAreTransformingBusiness,Industries,andOurLives PeterH.Diamandis (4/5) Free SAM:OneRobot,aDozenEngineers,andtheRacetoRevolutionizetheWayWeBuild JonathanWaldman (5/5) Free SoYouWanttoStartaPodcast:FindingYourVoice,TellingYourStory,andBuildingaCommunityThatWillListen KristenMeinzer (3.5/5) Free LifeAfterGoogle:TheFallofBigDataandtheRiseoftheBlockchainEconomy GeorgeGilder (3/5) Free EverybodyLies:BigData,NewData,andWhattheInternetCanTellUsAboutWhoWeReallyAre SethStephens-Davidowitz (3.5/5) Free FuturePresence:HowVirtualRealityIsChangingHumanConnection,Intimacy,andtheLimitsofOrdinaryLife PeterRubin (4/5) Free TalktoMe:HowVoiceComputingWillTransformtheWayWeLive,Work,andThink JamesVlahos (4/5) Free FromGutenbergtoGoogle:TheHistoryofOurFuture TomWheeler (3.5/5) Free LiveWorkWorkWorkDie:AJourneyintotheSavageHeartofSiliconValley CoreyPein (3.5/5) Free NinetyPercentofEverything:InsideShipping,theInvisibleIndustryThatPutsClothesonYourBack,GasinYourCar,andFoodonYourPlate RoseGeorge (3/5) Free CarryingtheFire:50thAnniversaryEdition MichaelCollins (4/5) Free HowtoSurviveaRobotUprising:TipsonDefendingYourselfAgainsttheComingRebellion DanielH.Wilson (4/5) Free HowtoLiewithMaps,ThirdEdition MarkMonmonier (4.5/5) Free RelatedAudiobooks Freewitha30daytrialfromScribd Seeall Cloudmoney:Cash,Cards,Crypto,andtheWarforOurWallets BrettScott (4.5/5) Free DignityinaDigitalAge:MakingTechWorkforAllofUs RoKhanna (4.5/5) Free Einstein'sFridge:HowtheDifferenceBetweenHotandColdExplainstheUniverse PaulSen (4.5/5) Free TheScienceofTimeTravel:TheSecretsBehindTimeMachines,TimeLoops,AlternateRealities,andMore! ElizabethHowell (3/5) Free TheWiresofWar:TechnologyandtheGlobalStruggleforPower JacobHelberg (3.5/5) Free SystemError:WhereBigTechWentWrongandHowWeCanReboot RobReich (4.5/5) Free TheQuietZone:UnravelingtheMysteryofaTownSuspendedinSilence StephenKurczy (3.5/5) Free AnUglyTruth:InsideFacebook’sBattleforDomination SheeraFrenkel (4/5) Free ABriefHistoryofMotion:FromtheWheel,totheCar,toWhatComesNext TomStandage (4.5/5) Free TheMetaverse:AndHowItWillRevolutionizeEverything MatthewBall (4.5/5) Free Driven:TheRacetoCreatetheAutonomousCar AlexDavies (4.5/5) Free BitcoinBillionaires:ATrueStoryofGenius,Betrayal,andRedemption BenMezrich (4.5/5) Free ThePlayersBall:AGenius,aConMan,andtheSecretHistoryoftheInternet'sRise DavidKushner (4.5/5) Free Liftoff:ElonMuskandtheDesperateEarlyDaysThatLaunchedSpaceX EricBerger (5/5) Free IfThen:HowtheSimulmaticsCorporationInventedtheFuture JillLepore (4/5) Free UserFriendly:HowtheHiddenRulesofDesignAreChangingtheWayWeLive,Work,andPlay CliffKuang (4.5/5) Free Swatmodel 1. VishvjeetTholia ArjunP AswinPragadeshR SubhadeepMandal SWATMODELWITHRESERVOIR MODULE 2. PresentationOutline Introduction Historyofdevelopment,Source Utilities Requirementofdata ModelFramework Proceduretorunthemodel Casestudy Itslimitationanddrawbacks Futuredevelopmentofthemodel References 3. Introduction Hydrologicalmodellingisapowerfultechniquefor planninganddevelopmentofintegratedapproachfor managementofwaterresources. TheSoilandWaterAssessmentTool(SWAT)isasmall watershedtoriverbasin-scalemodeldevelopedbythe UnitedStatesDepartmentofAgriculture–Agricultural ResearchServices(USDA–ARS). 4. DevelopmentofSWATmodelisanongoingprocessanditisthe successorof“theSimulatorforWaterResourcesinRuralBasins” model(SWRRB). 5. Itisdesignedtopredicttheimpactoflanduseandmanagementon water,sediment,andagriculturalchemicalyieldsinungauged watersheds. Themodelbreakstheentirecatchmentintosubcatchmentswhich arefurtherdividedintohydrologicresponseunits(HRU),land use,vegetationandsoilcharacteristics. Itissemidistributed,physicallyandprocessbasedanddatadriven riverbasinmodel. Itisacontinuoustimemodelthatoperatesonadailytimestep. Itiscomputationallyefficient,andcapableofcontinuous simulationoverlongtimeperiods. 6. GotoSWATwebsite:https://swat.tamu.edu/ SWATisapublicdomainsoftwareenabledmodelactively supportedbytheUSDAAgriculturalResearchServiceatthe BlacklandResearch&ExtensionCenterinTemple,Texas,USA. 7. UTILITIES •SWATmodelisusedtorunhydrologicalmodelstogetwater balanceratioslike:streamflow-precipitationratio,baseflow-total flowratio,ET-precipitationratioetc. •Itprovidesmaximumuplandsedimentyield. •Inreservoirmodels,itprovidesaveragevaluesoftrapping efficiency,waterlosses,andreservoirtrends. •SWATmodelalsodealswithnitrogenandphosphoruscycles,plant growth,landscapenutrientlosses,landusesummary,instream processes,andpointsources. •Quantifyingtheimpactsfromlandusechangesontherunoffand modellingthelongtermimpactofmanagementpractices TheutilityofSWATmodelisextensivelyvastinallhydrologicalfield. 8. DataRequirement Theinputs,usedbythismodel,are- Dailyrainfalldata, Maximumandminimumairtemperature, Solarradiation, Relativeairhumidityand Windspeedused Usingthatdata,itisabletodescribewaterand sedimentcirculation,vegetationgrowthand nutrientscirculation.Basedonamountof precipitationandmeandailyairtemperaturerateof snowfallcanbedetermined. 9. Modelframework INPUTS Hydrological parameters Meteorological parameters DEMs LandUse/Land covermaps OUTPUTS SurfaceRunoff Evapo- Transpiration TotalFlow Infiltration SoilWater Assessment Tool (SWAT) 10. SimulationofSWAT hydrological parametersofa watershed LANDPHASEof Hydrologiccycle ROUTINGPHASE ofHydrologiccycle 11. SimulationofSWAT hydrological parametersofa watershed LANDPHASEof Hydrologiccycle ROUTINGPHASE ofHydrologiccycle 12. CalculationofRunoffvolume(LandPhase) SCS–CNMethod Runofffromthe catchment(Q) RetentionParameter(S) CurveNumber(CN) Range(0≤CN≤100) Ia=0.2*S 13. PeakRunoffrate(Qpeak) where C-runoffcoefficient i-meanintensity(mm/hr)of precipitationforaduration equalstotcandan exceedanceprobabilityP A–Subbasinarea(Km2) TimeofConcentration(Tconc) PeakRunoffrateMethod 14. OverlandflowTimeofconcentration(Tov) ChannelflowTimeofconcentration(Tch) ModifiedPeakRunoffrate(Qpeak) αtc=fractionofdailyrainfallthatoccursduringthetimeofconcentration 15. WaterBalanceapproach(SWAT-WB) Where EDC-effectivedepthofthesoil profile ε-totalsoilporosity θ-volumetricsoilmoistureforeach day Where Q–SurfaceRunoff P-Precipitation •IftheraineventisLARGERinvolumethanτ,thesoilwillsaturated andsurfacerunoffwilloccur •IftheraineventisLESSthanτ,thesoilwillnotbesaturatedandthere willbenosurfacerunoff 16. PenmanMonteith,Priestly-TaylorandHargreavesmethods areusedfortheestimationofevapotranspiration. 17. Inordertoobtainaccurateforecastingofwater,nutrientandsediment circulation,itisnecessarytosimulatehydrologiccyclewhichintegrates overallwatercirculationinthecatchmentareaandhencethemodelusesthe followingwaterbalanceequationinthecatchment. WhereSWtisthehumidityofsoil,SWoisbasehumidity,Rvisrainfall volumeinmmwater,Qsisthesurfacerunoff,Wseepageisseepageof waterfromsoiltounderlyinglayers,ETisevapotranspiration,Qgwis groundwaterrunoffandtistimeindays). Incaseofbaseflowcalculation, 18. SimulationofSWAT hydrological parametersofa watershed LANDPHASEof Hydrologiccycle ROUTINGPHASE ofHydrologiccycle 19. RoutingPhase Muskingumroutingmethod Variablestoragemethod SWATusesManning’sequationtodefinetherateand velocityofflow 20. SWAT Model Simulation Sensitivity Analysis&Model Calibration Model ValidationOutput Reading Reports Parameters Optimal Values HRU Definition Watershed Discretization Discharge Data Discharge Data GIS ProcessingInputData DEM Meteorol ogical data Weather TimeSeries SoilLandUse Locationof Weather Stations CompleteSWATModelProjectSetup 21. ProcedureToRunTheModel(StepbyStep) 22. SWATToolbar Step1:SWATProjectSetup Clickon‘SWATProjectSetup’ 23. Geodatabase (in*.mdbformat) CreationofSWATProject 24. Step2:WatershedDelineator OpenDEMSetup StreamDefinition Streamnetwork OutletandInletDefinition OutletSelectionand definition SubbasinParametersand AddReservoir 25. Step3:HRUAnalysis HydrologicResponseunitsareportionsofasubbasinthatpossess uniquelanduse/management/soilattributes. Inawatershed,thefirstlevelofsubdivisionisthesubbasinwhich willcontainatleastoneHRU,atributarychannelandamainchannel orreach.Asageneralrule,agivensubbasinshouldhave1-10 HRUs. 26. AnHRU(thetotalareainthesubbasinwithaparticular landuse,slopeandsoil)isnotsynonymoustoafield (Whileindividualfieldswithaspecificlanduse, managementandsoilmaybescatteredthroughouta subbasin),theseareasarelumpedtogethertoformone HRU. HRUsareusedinmostSWATrunssincetheysimplifya runbylumpingallsimilarsoilandlanduseareasintoa singleresponseunit.Itisoftennotpracticaltosimulate individualfields. 27. Step3:HRUAnalysis-.a.LandUse 28. https://earthexplorer.usgs.gov.in 29. Step3:HRUAnalysis-.b.Soil 30. Step3:HRUAnalysis-.c.Slope 31. Step3:HRUAnalysis;HRUDefinition 32. Step3:HRUAnalysis;HRUAnalysisReport 33. Step3:HRUAnalysis;HRUAnalysisReport 34. Step4:WriteInputTables 35. Step5:EditSWATInput 36. Step6:SWATSimulation 37. SWATOutputWindow 38. SWATCheckerWindow 39. SWATCheckerWindow 40. CaseStudy •HydrologicalmodelingoftheSimlyDamwatershed (Pakistan)usingGISandSWATmodel ShimaaM.Ghoraba ToestimatethevolumeinflowtotheSimlyDam,for developingefficientdecisionframeworktofacilitate,plan andaccessthemanagementofreservoir Objective 41. StudyArea Fig.1:LocationmapoftheSimlyDamwatershedareainPakistan 42. MaterialsandMethods DigitalElevationModel(DEM)ofthewatershedarea(a)Delineationofsub-basinsofwatershed;(b)Land usemap;(c)Soilmap;(d)Locationofweather stations 43. ResultsandDiscussion Fig.3.Annualobservedandsimulatedstreamflowforthecalibrationperiod(1990–2001). 44. Contd… Fig.4.Annualobservedandsimulatedstreamflowforthevalidationperiod(2002–2011). 45. Contd… Fig.5:Comparisonofannuallyobservedandsimulateddamoutflowforthecalibrationand validationperiod 46. Contd… Fig.6:Comparisonofmonthlyobservedandsimulatedstreamflowforthecalibrationperiod(1990–2001). 47. Fig.7:Comparisonofmonthlyobservedandsimulatedstreamflowforthevalidationperiod(2002-2011) Contd… 48. Fig.8:Averageannualwaterbalanceasarelativepercentagetoprecipitationforcalibrationandvalidationyears Fig.9:Comparisonofmonthlyobservedandsimulateddaminflowforthecalibrationandvalidationperiods. 49. Conclusions 1)InthisstudycalibratedSWATmodelhasbeenproduced goodsimulationresultswhereWaterbalancecomponents suchassurfacerunoff,lateralflow,baseflowand evapotranspirationhavebeensimulated. 2)ThemonthlyinflowtoSimlyDamestimatedbythemodel andthesimulatedvaluesshowsverycloseagreement (CoefficientofDetermination(R2),NSE). 3)Theperformancesofthemodelcanbeenhancedfurthermore byintegrationofsomeotherclimaticdatasuchassolar radiation,humidityandwind. 50. Themainweaknessofthemodelisanon-spatialrepresentation (site-specific,notrobustmodel)oftheHRUinsideeach subcatchment.Thisalsokeptthemodelsimpleandsupported applicationofthemodeltoalmosteverycatchment. Widerangeofdifferentdataneedstobeobtainedtorunthe modelandnumerousparametersneededtobemodifiedduring thecalibrationwhichneedsalotofpatiencetodealwith. Themodeldoesnotallowsimulationsofmulticulturalplant communitieswhicharecommoninorganicfarming,grasslands andforestsastheywereoriginallydevelopedformonocultures. LimitationsanddrawbacksofSWAT 51. SomeusershaveaddressedweaknessesinSWATbycomponent modifications,whichsupportmoreaccuratesimulationofspecific processesorregions,orbyinterfacingSWATwithothermodels.Bothof thesetrendsareexpectedtocontinue. TheSWATmodelwillcontinuetoevolveinresponsetotheneedsofthe everincreasingworldwideusercommunityandtoprovideimproved simulationaccuracyofkeyprocesses. Amajorchallengeoftheongoingevolutionofthemodelwillbe meetingthedesireforadditionalspatialcomplexitywhilemaintaining easeofmodeluse.Thisgoalwillbekeptinfocusasthemodel continuestodevelopinthefuture. Futuredevelopmentofthemodel 52. [1]Gassman,P.W.etal(2007).“Thesoilandwaterassesmenttool: histooricaldevelopment,applications,andfutureresearchdirections.” AmericanSocietyofAgriculturalandBiologicalEngineersISSN0001- 2351,Vol.50(4):1211-1250. [2]J.R.WilliamsandJ.G.Arnold.(2010)“HistoryofModel DevelopmentatTemple,Texas”Presentation. https://swat.tamu.edu/docs/swat/conferences/2010/presentations/Opening. Williams.pdf [3]GayathriKDevi,GanasriBP,DwarakishGS(2015).”AReviewon HydrologicalModels.”AquaticProcedia4(2015)1001–1007. www.elsevier.com/locate/procedia. [5]SWATManual.https://swat.tamu.edu/documentation/ [6]"SWAT:Soil&WaterAssessmentTool".TexasA&MUniversity.Retrieved1 March2012. References: Editor'sNotes Trappingeff.Ofsediment,nitrogenandphosphorousWATERLOSS%bytot.removed+losses,SeepageandEvaporationTrends:noofreservoirs.Final/initialvolume(max),Final/initialvolume(min),fractionofperiodempty(max) Configurationfile,soildata(.Sol),WeatherGeneratorData(.Wgn),HRU/DrainageData(.HRU/.Sdr)Operationdata,WatershedData ImplicitintheconceptoftheHRUistheassumptionthatthereisnointeractionbetweenHRUsinonesubbasin.Loadings(runoffwithsediment,nutrients,etc.transportedbytherunoff)fromeachHRUarecalculatedseparatelyandthensummedtogethertodeterminethetotalloadingsfromthesubbasin.Iftheinteractionofonelanduseareawithanotherisimportant,ratherthandefiningthoselanduseareasasHRUstheyshouldbedefinedassubbasins.Itisonlyatthesubbasinlevelthatspatialrelationshipscanbespecified.ThebenefitofHRUsistheincreaseinaccuracyitaddstothepredictionofloadingsfromthesubbasin.Thegrowthanddevelopmentofplantscandiffergreatlyamongspecies.Whenthediversityinplantcoverwithinasubbasinisaccountedfor,thenetamountofrunoffenteringthemainchannelfromthesubbasinwillbemuchmoreaccurate. Addthedatasourceoflandusecode 11likes × CarSambani Jul.03,2022 KristenCaldwell Dec.12,2021 Haveuevertriedexternalprofessionalwritingserviceslike⇒www.HelpWriting.net⇐?IdidandIammorethansatisfied. rawandoozgoran Oct.16,2021 PawanPant Sep.09,2021 ResearchScholaratG.B.PantUniversityOfAgric.andTech.Pantnagar at G.B.PantUniversityOfAgric.andTech.Pantnagar PrakashShinde Jul.07,2021 ShowMore Views × Totalviews 9,252 OnSlideShare 0 FromEmbeds 0 NumberofEmbeds 30 Youhavenowunlockedunlimitedaccessto20M+documents! × UnlimitedReading Learnfasterandsmarterfromtopexperts UnlimitedDownloading Downloadtotakeyourlearningsofflineandonthego YoualsogetfreeaccesstoScribd! Instantaccesstomillionsofebooks,audiobooks,magazines,podcastsandmore. Readandlistenofflinewithanydevice. FreeaccesstopremiumserviceslikeTuneln,Mubiandmore. DiscoverMoreOnScribd × ShareClipboard × Facebook Twitter LinkedIn Link Publicclipboardsfeaturingthisslide × Nopublicclipboardsfoundforthisslide Selectanotherclipboard × Lookslikeyou’veclippedthisslidetoalready. Createaclipboard Youjustclippedyourfirstslide! Clippingisahandywaytocollectimportantslidesyouwanttogobacktolater.Nowcustomizethenameofaclipboardtostoreyourclips. Createaclipboard Name* Description Visibility OtherscanseemyClipboard Cancel Save SharethisSlideShare SpecialOffertoSlideShareReaders × TheSlideSharefamilyjustgotbigger.Enjoyaccesstomillionsofebooks,audiobooks,magazines,andmorefromScribd. Readfreefor60days Cancelanytime.
延伸文章資訊
- 1Swat model - SlideShare
The Soil and Water Assessment Tool (SWAT) is a small watershed to river basin-scale model develop...
- 2Soil and Water Assessment Tool Model - ScienceDirect.com
The Soil and Water Assessment Tool (SWAT) model is a quasi-physically-based water quality simulat...
- 3SWAT model
The Soil & Water Assessment Tool is a small watershed to river basin-scale model used to simulate...
- 4(PDF) Soil and Water Assessment Tool (SWAT) Model
The Soil and Water Assessment Tool (SWAT) model is widely used to simulate watershed streamflow b...
- 5SWAT model - Wikipedia
SWAT (Soil & Water Assessment Tool) is a river basin scale model developed to quantify the impact...