|
OALib Journal期刊
ISSN: 2333-9721
费用：99美元
|
|
|
|
基于水文模型的蒸散发数据同化研究进展
DOI: 10.11821/dlxb201505011, PP. 809-818
Keywords: 蒸散发,数据同化,水文模型,非状态变量
Abstract:
本文系统综述了基于水文模型的蒸散发数据同化研究,阐述了蒸散发作为非状态变量构建数据同化演算关系的难点和瓶颈,并系统分析了利用当前各种通用水文模型进行蒸散发同化的可行性。基于此,尝试提出了一种易于操作且具有水循环物理机制的蒸散发同化新方案,该方案利用具有蒸散发—土壤湿度非线性时间响应关系的分布式时变增益模型（DTVGM）,并进一步完善DTVGM蒸散发机理,构建基于DTVGM水文模型的蒸散发数据同化系统。该新方案将为区域蒸散发精确模拟提供新的思路和借鉴。
| [1] | PriestleyCHB,TaylorRJ.Ontheassessmentofsurfaceheatfluxandevaporationusinglarge-scaleparameters.MonthlyWeatherReview,1972,100(2):81-92.
|
| [2] | RosenbergNJ.Microclimate:TheBiologicalEnvironment.NewYork:JohnWiley&Sons,1983.
|
| [3] | KustasWP,NormanJM.Useofremotesensingforevapotranspirationmonitoringoverlandsurfaces.HydrologicalSciencesJournal,1996,41(4):495-516.
|
| [4] | VinukolluRK,WoodEF,FergusonCR,etal.Globalestimatesofevapotranspirationforclimatestudiesusingmulti-sensorremotesensingdata.RemoteSensingofEnvironment,2011,115(3):801-823.
|
| [5] | LiuSanchao,ZhangWanchang,GaoMaofang,etal.Simulationoflandsurfaceevapotranspirationusingdistributedhydrologicalmodel,remotesensingandGIStechnology.ScientiaGeographicaSinica,2007,27(3):354-358.[刘三超,张万昌,高懋芳,等.分布式水文模型结合遥感研究地表蒸散发.地理科学,2007,27(3):354-358.]
|
| [6] | RenardB,KavetskiD,KuczeraG,etal.Understandingpredictiveuncertaintyinhydrologicmodeling:Thechallengeofidentifyinginputandstructuralerrors.WaterResourcesResearch,2010,46(5):W05521.
|
| [7] | LiZ,TangR,WanZ,etal.Areviewofcurrentmethodologiesforregionalevapotranspirationestimationfromremotelysenseddata.Sensors,2009,9(5):3801-3853.
|
| [8] | LiangShunlin,LiXin,XieXianhong,etal.LandSurfaceObservations,ModelingandDataAssimilation.Beijing:HigherEducationPress,2013.[梁顺林,李新,谢先红,等.陆面观测、模拟与数据同化.北京:高等教育出版社,2013.]
|
| [9] | ConradtT,WechsungF,BronstertA.Threeperceptionsoftheevapotranspirationlandscape:Comparingspatialpatternsfromadistributedhydrologicalmodel,remotelysensedsurfacetemperatures,andsub-basinwaterbalances.HydrologyandEarthSystemSciencesDiscussions,2013,10(1):1127-1183.
|
| [10] | LiuChangming,ZhengHongxing,WangZhonggen,etal.DistributedSimulationofWaterCycle.Zhengzhou:YellowRiverConservancyPress,2006.[刘昌明,郑红星,王中根,等.流域水循环分布式模拟.郑州:黄河水利出版社,2006.]
|
| [11] | SongXiaomeng,ZhanChesheng,KongFanzhe,etal.Areviewonuncertaintyanalysisoflarge-scalehydrologicalcyclemodelingsystem.ActaGeographicaSinica,2011,66(3):396-406.[宋晓猛,占车生,孔凡哲,等.大尺度水循环模拟系统不确定性研究进展.地理学报,2011,66(3):396-406.]
|
| [12] | TangH,LiZL.Estimationandvalidationofevapotranspirationfromthermalinfraredremotesensingdata//QuantitativeRemoteSensinginThermalInfrared.SpringerBerlinHeidelberg,2014:145-201.
|
| [13] | PanM,WoodEF,WójcikR,etal.Estimationofregionalterrestrialwatercycleusingmulti-sensorremotesensingobservationsanddataassimilation.RemoteSensingofEnvironment,2008,112(4):1282-1294.
|
| [14] | QinC,JiaY,SuZ,etal.Integratingremotesensinginformationintoadistributedhydrologicalmodelforimprovingwaterbudgetpredictionsinlarge-scalebasinsthroughdataassimilation.Sensors,2008,8(7):4441-4465.
|
| [15] | XieX,ZhangD.DataassimilationfordistributedhydrologicalcatchmentmodelingviaensembleKalmanfilter.AdvancesinWaterResources,2010,33(6):678-690.
|
| [16] | XuX,LiJ,TolsonBA.Progressinintegratingremotesensingdataandhydrologicmodeling.ProgressinPhysicalGeography,2014,doi:
|
| [17] | SpiesRR,FranzKJ,HogueTS,etal.Distributedhydrologicmodelingusingsatellite-derivedpotentialevapotranspiration.JournalofHydrometeorology,2014,16(1):129-146.
|
| [18] | LiXin,HuangChunlin,CheTao,etal.ProgressandprospectofresearchonlanddataassimilationsysteminChina.ProgressinNaturalScience,2007,17(2):163-173.[李新,黄春林,车涛,等.中国陆面数据同化系统研究的进展与前瞻.自然科学进展,2007,17(2):163-173.]
|
| [19] | MoradkhaniH.Hydrologicremotesensingandlandsurfacedataassimilation.Sensors,2008,8(5):2986-3004.
|
| [20] | ChenH,YangD,HongY,etal.HydrologicaldataassimilationwiththeEnsembleSquare-Root-Filter.AdvancesinWaterResources,2013,59:209-220.
|
| [21] | SchuurmansM,TrochA,VeldhuizenA,etal.Assimilationofremotelysensedlatentheatfluxinadistributedhydrologicalmodel.AdvancesinWaterResources2003,26(2):151-159.
|
| [22] | PipunicC,WalkerP,WesternA.Assimilationofremotelysenseddataforimprovedlatentandsensibleheatfluxprediction:Acomparativesyntheticstudy.RemoteSensingofEnvironment,2008,112(4):1295-1305.
|
| [23] | IrmakA,KambleB.EvapotranspirationdataassimilationwithgeneticalgorithmsandSWAPmodelforon-demandirrigation.IrrigationScience,2009,28(1):101-112.
|
| [24] | DumedahG,CoulibalyP.Evolutionaryassimilationofstreamflowindistributedhydrologicmodelingusingin-situsoilmoisturedata.AdvancesinWaterResources,2013,53:231-241.
|
| [25] | LeiF,HuangC.ImprovingtheestimationofhydrologicalstatesintheSWATmodelviatheensembleKalmansmoother:SyntheticexperimentsfortheHeiheRiverBasininnorthwestChina.AdvancesinWaterResources,2014,67:32-45.
|
| [26] | TrudelM,LeconteR.Analysisofthehydrologicalresponseofadistributedphysically-basedmodelusingpost-assimilation(EnKF)diagnosticsofstreamflowandinsitusoilmoistureobservations.JournalofHydrology,2014,514:192-201.
|
| [27] | ImmerzeelW,DroogersP.Calibrationofadistributedhydrologicalmodelbasedonsatelliteevapotranspiration.JournalofHydrology,2008,349(3/4):411-424.
|
| [28] | XuZongxue,ChengLei.Progressonstudiesandapplicationsofthedistributedhydrologicalmodels.JournalofHydraulicEngineering,2010,1(3):5-6.[徐宗学,程磊.分布式水文模型研究与应用进展.水利学报,2010,1(3):5-6.]
|
| [29] | ZhaoLingling,XiaJun,XuChongyu,etal.Areviewofevapotranspirationestimationmethodsinhydrologicalmodels.ActaGeographicaSinica,2013,68(1):127-136.[赵玲玲,夏军,许崇育,等.水文循环模拟中蒸散发估算方法综述.地理学报,2013,68(1):127-136.]
|
| [30] | ArnoldJG,WilliamsJR,SrinivasanR,etal.LargeareahydrologicmodelingandassessmentPartI:Modeldevelopment.JournaloftheAmericanWaterResourcesAssociation,1998,34(1):73-89.
|
| [31] | XuZongxue,etal.HydrologicalModel.Beijing:SciencePress,2008.[徐宗学,等.水文模型.北京:科学出版社,2009.]
|
| [32] | LiangX,LettenmaierDP,WoodEF.Asimplehydrologicallybasedmodeloflandsurfacewaterandenergyfluxesforgeneralcirculationmodels.JournalofGeophysicalResearch:Atmospheres(1984-2012),1994,99(D7):14415-14428.
|
| [33] | YuZ,DengJ,LiuC.ApplicationofVICmodeltohydrologicalresponsecausedbyurbanizationinDongjiangbasin.JournalofWaterResourcesResearch,2014,3(1):78-83.[余增鑫,邓家泉,刘诚.VIC模型在东江流域城市化水文响应研究中的应用.水资源研究,2014,3(1):78-83]
|
| [34] | FreezeRA,HarlanRL.Blueprintforaphysically-based,digitally-simulatedhydrologicresponsemodel.JournalofHydrology,1969,9(3):237-258.
|
| [35] | WangYongfen,MoXingguo.SimulationseasonalandinterannualvariationsofecosystemevapotranspirationanditscomponentsinInnerMongoliasteppewithVIPmodel.JournalofPlantEcology,2008,32(5):1052-1060.[王永芬,莫兴国.基于VIP模型对内蒙古草原蒸散季节和年际变化的模拟.植物生态学报,2008,32(5):1052-1060.]
|
| [36] | MoX,LiuS.Simulatingevapotranspirationandphotosynthesisofwinterwheatoverthegrowingseason.AgriculturalandForestMeteorology,2001,109(3):203-222.
|
| [37] | WangKun,MoXingguo,LinZhonghui,etal.Improvementandvalidationofvegetationinterfaceprocessmodel.ChineseJournalofEcology,2010,29(2):387-394.[王昆,莫兴国,林忠辉,等.植被界面过程(VIP)模型的改进与验证.生态学杂志,2010,29(2):387-394.]
|
| [38] | RefshaardJC,StormB,SinghVP.MIKESHE.ComputerModelsofWatershedHydrology,1995:809-846.
|
| [39] | VázquezRF.EffectofpotentialevapotranspirationestimatesoneffectiveparametersandperformanceoftheMIKESHE-codeappliedtoamedium-sizecatchment.JournalofHydrology,2003,270(3):309-327.
|
| [40] | HuangYue,ChenXi,BaoAnming,etal.DistributedhydrologicalmodelinginKaiduBasin:MIKE-SHEmodelcalibrationanduncertaintyestimation.JournalofGlaciologyandGeocryology,2010,32(3):567-572.[黄粤,陈曦,包安明,等.开都河流域山区径流模拟及降雨输入的不确定性分析.冰川冻土,2010,32(3):567-572.]
|
| [41] | BevenKJ,KirkbyMJ.Aphysicallybased,variablecontributingareamodelofbasinhydrology/Unmodèleàbasephysiquedezoned'appelvariabledel'hydrologiedubassinversant.HydrologicalSciencesJournal,1979,24(1):43-69.
|
| [42] | LiZhijia,ZhangKe,YaoCheng.ComparisonofdistributedgeologicalmodelsbasedonGIStechnologyandDEM.JournalofHydraulicEngineering,2006,37(8):1022-1028.[李致家,张珂,姚成.基于GIS的DEM和分布式水文模型的应用比较.水利学报,2006,37(8):1022-1028.]
|
| [43] | BevenKJ,KirkbyMJ,SchofieldN,etal.Testingaphysicallybasedflood-forecastingmodel(TOPMODEL)forthreeUKcatchments.JournalofHydrology,1984,69(1-4):119-143.
|
| [44] | BevenK,CalverA,MorrisEM.TheInstituteofHydrologydistributedmodel.UK:InstituteofHydrology.ReportNo.98,1987:1-33.
|
| [45] | FeddesRA,KowalikP,Kolinska-MalinkaK,etal.Simulationoffieldwateruptakebyplantsusingasoilwaterdependentrootextractionfunction.JournalofHydrology,1976,31(1):13-26.
|
| [46] | FeddesRA,KowallkP,NeumanSP,etal.Finitedifferenceandfiniteelementsimulationoffieldwateruptakebyplants.HydrologicalSciencesJournal,1976,21(1):81-98.
|
| [47] | HaoZhenchun,LiLi,WangJiahu,etal.TheoryandMethodofDistributedHydrologicalModel.Beijing:SciencePress,2010.[郝振纯,李丽,王加虎,等.分布式水文模型理论与方法.北京:科学出版社,2010.]
|
| [48] | CaoLijuan,LiuJingmiao,RenLiliang.ImprovingontheevapotranspirationcalculationofXinanjinagmodel.Hydrology,2005,25(3):5-9,19.[曹丽娟,刘晶淼,任立良.对新安江模型蒸散发计算的改进.水文,2005,25(3):5-9,19.]
|
| [49] | WuMengying,WangZhonggen,DangSuzhen.SimulationandanalysisofrunoffintheupperreachesoftheHeiheRiverbasin.ResourcesScience,2012,34(10):1913-1921.[吴梦莹,王中根,党素珍.基于HIMS的黑河上游山区径流模拟分析.资源科学,2012,34(10):1913-1921.]
|
| [50] | XiaJun,WangGangsheng,LvAifeng.Aresearchondistributedtimevariantgainmodeling.ActaGeographicaSinica,2003,58(5):789-796.[夏军,王纲胜,吕爱峰.分布式时变增益流域水循环模拟.地理学报,2003,58(5):789-796.]
|
| [51] | XiaJ,O'ConnorKM,KachrooRK,etal.Anon-linearperturbationmodelconsideringcatchmentwetnessanditsapplicationinriverflowforecasting.JournalofHydrology,1997,200(1):164-178.
|
| [52] | XiaJun.TheoryandMethodofHydrologicNonlinear.Wuhan:WuhanUniversityPress,2002.[夏军.水文非线性理论与方法.武汉:武汉大学出版社,2002.]
|
| [53] | XiaJun,WangGangsheng,TanGe,etal.Hydrologynonlinearsystemsanddistributedtime-variantgainmodel.ScienceinChina(SeriesD),2004,34(11):1062-1071.[夏军,王纲胜,谈戈,等.水文非线性系统与分布式时变增益模型.中国科学(D辑),2004,34(11):1062-1071.]
|
| [54] | LiL,XiaJ,XuC,etal.EvaluationofthesubjectivefactorsoftheGLUEmethodandcomparisonwiththeformalBayesianmethodinuncertaintyassessmentofhydrologicalmodels.JournalofHydrology,2010,390(3):210-221.
|
| [55] | XiaJun,YeAizhong,WangGangsheng.Adistributedtime-variantgainmodelappliedtoYellowRiver(I):Modeltheoriesandstructures.EngineeringJournalofWuhanUniversity,2005,38(6):10-15.[夏军,叶爱中,王纲胜.黄河流域时变增益分布式水文模型(I)-模型的原理与结构.武汉大学学报(工学版),2005,38(6):10-15.]
|
| [56] | ZhaoLingling.Theevapotranspirationestimationmethodsstudyinhydrologicalcyclesimulation[D].Beijing:UniversityofChineseAcademyofSciences,2013.[赵玲玲.流域水文循环模拟的蒸散发估算方法研究[D].北京:中国科学院大学,2013.]
|
| [57] | AndersenJ,DybkjaerG,JensenKH,etal.Useofremotelysensedprecipitationandleafareaindexinadistributedhydrologicalmodel.JournalofHydrology,2002,264(1):34-50.
|
| [58] | EvensenG.TheensembleKalmanfilter:Theoreticalformulationandpracticalimplementation.OceanDynamics,2003,53(4):343-367.
|
| [59] | YinJian,ZhanChesheng,GuHongliang,etal.Acasestudyofevapotranspirationdataassimilationbasedonhydrologicalmodel.AdvancesinEarthScience,2014,29(9):1075-1084.[尹剑,占车生,顾洪亮,等.基于水文模型的蒸散发数据同化实验研究.地球科学进展,2014,29(9):1075-1084.]
|
| [60] | ZhangRonghua,DuJunping,SunRui.Reviewofestimationandvalidationofregionalevapotranspirationbasedonremotesensing.AdvancesinEarthScience,2012,27(12):1295-1307.[张荣华,杜君平,孙睿.区域蒸散发遥感估算方法及验证综述.地球科学进展,2012,27(12):1295-1307.]
|
Full-Text
|
|
Contact Us
service@oalib.com QQ:3279437679 
WhatsApp +8615387084133
|
|
