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PeerReviewedJournalArticles:1.Liu,Y.,Tian,Y.J.,Saitoh,S-I.,Alabia,I.D.,Mochizuki,K.I.,ImpactofClimateExtremesonSuitabilityDynamicsforJapaneseScallopAquacultureinShandong,ChinaandFunkaBay,Japan,Sustainability,12(3):833,2020.2.Ma,Shuyang;Tian,Yongjun;Li,Jianchao;Yu,Haiqing;Cheng,Jiahua;Sun,Peng;Fu,Caihong;Liu,Yang;Watanabe,Yoshiro.ClimateVariabilityPatternsandTheirEcologicalEffectsonEcosystemsintheNorthwesternNorthPacific[J].Front.Mar.Sci.,20203.PengSun,QiChen,CaihongFu,YiXu,RunlongSun,JianchaoLi,HaiqingYu,ChiZhang,YangLiu,ZhenjiangYe,YongjunTian.Latitudinaldifferencesinearlygrowthoflargeheadhairtail(Trichiurusjaponicus)inrelationtoenvironmentalvariables.FisheriesOceanography,2020;00:1-14.Doi:10.1111/fog.12490.4.MaS,TianY,FuC,YuH,LiJ,LiuY,ChengJ,WanR,WatanabeY.,Climate-inducednonlinearityinpelagiccommunitiesandnon-stationaryrelationships
withphysicaldriversintheKuroshioecosystem.FishFish.2020;00:1–17.5.MaS,TianY,LiJ,YuH,ChengJ,SunP,FuC,LiuYandWatanabeY(2020)ClimateVariabilityPatternsandTheirEcologicalEffectsonEcosystemsintheNorthwesternNorthPacific.Front.Mar.Sci.7:546882.doi:10.3389/fmars.2020.5468826.HaiqingYu,HuamingYu,Shin-ichiIto,YongjunTian,HuiWang,YangLiu,QingwangXing,AndrewBakun,RyanM.Kelly.PotentialenvironmentaldriversofJapaneseanchovy(Engraulisjaponicus)recruitmentintheYellowSea.JournalofMarineSystems,212,103431,2020.7.JuP,TianY,ChenM,YangS,LiuY,XingQandSunP(2020)EvaluatingStockStatusof16CommercialFishSpeciesintheCoastalandOffshoreWatersofTaiwanUsingtheCMSYandBSMMethods.Front.Mar.Sci.7:618.doi:10.3389/fmars.2020.006188.LiuS,LiuY*,AlabiaID,TianY,YeZ,YuH,LiJandChengJ(2020)ImpactofClimateChangeonWinteringGroundofJapaneseAnchovy(Engraulisjaponicus)UsingMarineGeospatialStatistics.Front.Mar.Sci.7:604.doi:10.3389/fmars.2020.006049.QinwangXing,HuamingYu,HaiqingYu,PengSun,YangLiu,ZhenjiangYe,JianchaoLi,YongjunTian,AComprehensivemodel-basedindexforidentificationoflarvalretentionareas:AcasestudyforJapaneseanchovyEngraulisjaponicusintheYellowSea,EcologicalIndicators,2020,116,106479.10.Chen,G.Y.,Liu,Y*.,Tian,Y.J.,Tian,H.,UseofVIIRSDNBSatelliteImagestoDetectNighttimeFishingVesselLightsinYellowSea.CSAE2019:Proceedingsofthe3rdInternationalConferenceonComputerScienceandApplicationEngineeringOctober2019ArticleNo.:124Pages1–5https://doi.org/10.1145/3331453.336166111.LiuS.G.,LiuY.,FuC.H.,YanL.X.,XuY.,WanR.,LiJ.C.,andTianY.J.,UsingnovelspawninggroundindicestoanalyzetheeffectsofclimatechangeonPacificsauryabundance.JournalofMarineSystems,191:13-23,2019.12.Ma,S.,Liu,Y.,Li,J.,Fu,C.,Ye,Z.,Sun,P.,Yu,H.,Cheng,J.,Tian,Y.,Climate-inducedlong-termvariationsinecosystemstructureandatmosphere-ocean-ecosystemprocessesintheYellowSeaandEastChinaSea,ProgressinOceanography,175:183-197,2019.13.Ma,S.,Cheng,J.,Li,J.,Liu,Y.,Wan,R.,Tian,Y.,InterannualtodecadalvariabilityinthecatchesofsmallpelagicfishesformChinaSeasanditsresponsestoclimaticregimeshifts,Deep-SeaResearchPartII,159:112-129,2019.14.Tian,H.,Liu,Y*.,Tian,Y.,Chen,G.,Li,J.,LiuS.,Yan,L.,Li,Y.andLin,L.,DetectionofFishingBoatsintheNorthwestPacificUsingSatelliteNighttimeImage.DEStechTransactionsonCOMPUTERSCIENCEandENGINEERING,6:77-82,2018.15.LiuY,SaitohS-I,MaekawaK,MochizukiK-I,TianY.J.Impactofshort-termclimateeffectsandseaicecoveragevariationonJapanesescallopaquacultureinSaroma
Lake,Japan.AquacultureResearch.49(5):1752-1767,2018.16.Liu,Y.,Saitoh,S-I.,Ihara,Y.,Nakada,S.,Kanamori,M.,Zhang,X.,Baba,K.,Ishikawa,Y.,andHirawake,T.DevelopmentofathreedimensionalgrowthpredictionmodelfortheJapanesescallopinFunkaBay,Japan,usingOGCMandMODIS.ICESJournalofMarineScience,72(9),2684-2699,2015.17.Liu,Y,SaitohS-I,HirawakeT.,Igarashi,H.,Ishikawa,Y.,“DetectionofSquidandPacificSauryfishingvesselsaroundJapanusingVIIRSDay/NightBandimage”.ProceedingsoftheAsia-PacificAdvancedNetwork,Vol.39,28-39,2015.18.LiuY.,SaitohS-I.,NakadaS.,ZhangX.,HirawakeT.,“ImpactofOceanographicEnvironmentalShiftsandAtmosphericEventsontheSustainableDevelopmentofCoastalAquaculture:ACaseStudyofKelpandScallopsinSouthernHokkaido,Japan”.Sustainability.7(2):1263-1279,2015.19.Liu,Y.,Saitoh,S-I.,Radiarta,I.N.,Hirawake,T.,“SpatiotemporalvariationsinsuitableareasforJapanesescallopaquacultureinDalian,Chinafrom2003to2012”.Aquaculture,422-423:172-183,2014.20.Aura,C.M.,Saitoh,S.-I.,Liu,Y.,Hirawake,T.,Baba,K.andYoshida,T.“ImplicationsofmarineenvironmentchangeonJapanesescallop(Mizuhopectenyessoensis)aquaculturesuitability:acomparativestudyinFunkaandMutsuBays,Japan”.AquacultureResearch.1-19,2014.21.Liu,Y.,Saitoh,S-I.,Igarashi,H.,Hirawake,T.,“TheregionalimpactsofclimatechangeoncoastalenvironmentsandtheaquacultureofJapanesescallopsinnortheastAsia:casestudiesfromDalian,ChinaandFunkaBay,Japan”.InternationalJournalofRemoteSensing,35:11-12,4422-4440,2014.22.Liu,Y.,Saitoh,S-I.,Radiarta,I.N.,Isada,T.,Hirawake,T.,Mizuta,H.,andYasui,H.“Improvementofanaquaculturesite-selectionmodelforJapanesekelp(Saccharinajaponica)insouthernHokkaido,Japan:anapplicationfortheimpactsofclimateevents”.ICESJournalofMarineScience,70:1460-1470,2013.23.Guo,M.,Wang,X.F.,Liu,Y.,Matsuoka,N.,Tani,H.,Matsumura,S.,“Improvementofknowledgeclassifiertoenhanceclassificationinaridsemi-aridarea”.JournalofAridLandStudies,21-4,155-165,2012.24.Guo,M.,Wang,X.F.,Liu,Y.,Li,J.,Wang,H.M.,Matsuoka,N.,Tani,H.,“Theeffectsofsandduststormsongreenhousegases”.InternationalJournalofRemoteSensing,33(21),6838-6853,2012.25.Liu,Y.,Wang,X.F.,Guo,M.,Tani,H.,“MappingtheFTSSWIRL2productofXCO2andXCH4datafromtheGOSATbytheKrigingmethod–AcasestudyinEastAsia”.InternationalJournalofRemoteSensing,33(10),3004-3025,2012.26.Liu,Y.,Wang,X.F.,Guo,M.,Matsuoka,N.,Tani,H.,Matsumura,S.,“SpatialandtemporalrelationshipsamongNDVI,climatefactorsandlandcoverchangesinnortheastAsiafrom1982to2009”.GIScienceandRemoteSensing,48(3),371-393,2011.
MarineScienceOrganization(PICES)2014meeting,16-26,October,2014,Yeosu,Korea.11)Liu,Y.,Saitoh,S-I.,Takegawa,H.,andHirawake,T.,DevelopingfishinggroundspredictionmodelforneonflyingsquidinthecentralNorthPacificusingsatelliteremotesensingandvesselmonitoringsystem.NorthPacificMarineScienceOrganization(PICES)2014meeting,16-26,October,2014,Yeosu,Korea.12)Liu,Y.,Saitoh,S-I.,Ihara,Y.,Hirawake,T.,Baba,K.,Kanamori,M.,“Developmentofthe3-DgrowthpredictionmodelforJapanesescallopinFunkaBay,Japan”.PICES2013AnnualMeeting,13-21,October,2013,Nanaimo,Canada.13)Liu,Y.,Saitoh,S-I.,Radiarta,I.N.,Isada,T.,Hirawake,T.,Mizuta,H.,andYasui,H.,“Theimpactsofclimateeventsonaquaculturesite-selectionmodelforJapanesekelp(Saccharinajaponica)insouthernHokkaido,Japan”.6thChina-Japan-KoreaIMBERSymposium,3-4,October,2013,Tokyo,Japan.14)Liu,Y.,Saitoh,S-I.,Igarashi,H.,Hirawake,T.,“ImpactsofclimatechangeonsuitableregionforJapanesescallopaquacultureinDalian,ChinaandFunkaBay,Japan,usingGIS-Basedmodelandsatelliteremotesensing”.6thChina-Japan-KoreaIMBERSymposium,3-4,October,2013,Tokyo,Japan.15)Saitoh,S-I.,Shibata,H.,Liu,Y.,Radiarta,I.N.,Isada,T.,Hirawake,T.,Mizuta,H.,Yasui,H.,“AquaculturesiteselectionforGagomekelp,KjellmaniellaCrassifolia,insouthernHokkaido,Japan,usingsatelliteremotesensingandGIS-basedmodels”.InternationalSymposiumonRemoteSensing2013,May15-17,2013,Chiba,Japan.16)Liu,Y.,Saitoh,S-I.,“ComparisonofsuitablesitesforJapanesescallopaquacultureinFunkaBay,JapanandDalian,China,usingGIS-basedmodelandsatelliteremotesensing”.35ndInternationalSymposiumonRemoteSensingofEnvironment,21-26April2013,Beijing,China.17)Saitoh,S-I.,Liu,Y.,Radiarta,I.N.,Hirawake,T.,“PotentialimpactofclimatevariabilityonJapanesescallopaquacultureinsouthernHokkaido,Japan”.11thBiennialConferenceofPanOceanRemoteSensingConference(PORSEC)2012,5-9,November2012,Kochi,Kerala,India.18)Liu,Y.,Saitoh,S-I.,Radiarta,I.N.,Isada,T.,Hirawake,T.,Mizuta,H.,Yasui,H.,“Impactofclimatevariabilityonmarineaquaculture:acasestudyontheJapanesekelpinsouthernHokkaido,Japan,usingsatelliteremotesensingandGIS-basedmodels”.PICES2012AnnualMeeting,EffectsofnaturalandanthropogenicstressorsintheNorthPacificecosystems:Scientificchallengesandpossiblesolutions,12-21,October,2012,Hiroshima,Japan.19)Liu,Y.,Saitoh,S-I.,Radiarta,I.N.,Isada,T.,Hirawake,T.,Mizuta,H.,andYasui,H.,“Impactofclimatevariabilityonmarineaquaculture:acasestudyontheJapanesekelpinsouthernHokkaido,Japan,usingsatelliteremotesensingandGIS-basedmodels”.PICES2012AnnualMeeting,EffectsofnaturalandanthropogenicstressorsintheNorthPacificecosystems:Scientificchallengesandpossiblesolutions,12-21,October,2012,Hiroshima,Japan.20)Saitoh,S-I.,Radiarta,I.N.,Liu,Y.,Hirawake,T.,“PotentialimpactofclimatevariabilityonJapanesescallopaquacultureinsouthernHokkaido,Japan”.Thesecondinternationalsymposium,Effectsofclimatechangeontheworld’soceans,13-20,May,2012,Yeosu,Korea.
21)Liu,Y.,Saitoh,S-I.,Radiarta,I.N.,Hirawake,T.,“Animpactofclimatechangeonthedevelopmentofmarineaquaculture:AcasestudyonJapanesescallopinDalian,China,usingsatelliteremotesensingandGIS-basedmodels”.Thesecondinternationalsymposium,Effectsofclimatechangeontheworld’soceans,13-20,May,2012,Yeosu,Korea.22)Saitoh,S-I.,Hirawake,T.,Liu,Y.,Zhao,M.Y.,Isada,T.,Takahashi,F.,Kim,H.S.,“PreliminaryresultsonapplicationofGOCItosocietalandOperationaluseforfisheries”.2ndGOCIPIWorkshopandGOCI-IIdevelopmentworkshop,11-13January,2012,Kordi,Ansan,Korea.23)Liu,Y.,Wang,X.F.,Guo,M.,Tani,H.,“ComparisonofGOSATCAIandSPOTVGTNDVIdatawithDifferentSeasonandLandCoverinEastAsia”.ISPRSWorkshoponGeospatialDataInfrastructure:fromdataacquisitionandupdatingtosmarterservices,WGIV/1,20-21October2011,Guilin,China.24)Liu,Y.,Wang,X.F.,Guo,M.,Tani,H.,“AnaysisofrelationshipbetweenNDVIandGHGinDaxing’anMountainregion,China”.ISPRSWorkshoponDynamicandMulti-DimensionalGIS,WGVI/4,17-18October,2011,Shanghai,China.25)Liu,Y.,Guo,M.,Wang,X.F.,Tani,H.,Yi,K.P.,“AnalysistheImpactofDroughtonNDVIinDroughtPeriodsCombinedwithClimatefactorsandLandCoverinSouthwestChina”.34ndInternationalSymposiumonRemoteSensingofEnvironment,10-15April2011,Sydney,Australia.26)Guo,M.,Liu,Y.,Wang,X.F.,Matsuoka,N.,Tani,H.,“Analysisofdesertificationandwoodlanddistribution:AcasestudyontheBalinyouBannerofInnerMongolia,China”.34ndInternationalSymposiumonRemoteSensingofEnvironment,10-15April2011,Sydney,Australia.27)Liu,Y.,Wang,X.F.,Tani,H.,“LandcoverchangeoftwotypicalcitiesinNortheasternAsiausingsatellitedata”.33ndInternationalSymposiumonRemoteSensingofEnvironment,4-8May2009,Stresa,Italy