研究领域

时空数据挖掘
时空数据可视化
机器学习
数据仓库
深度学习
气象变化检测"科研项目：
[1]上海市青年科技英才杨帆计划项目:面向热带气旋的多模态数据特征分析与学习（省部级）

近期论文

Lian,J.,M.P.McGuire,andT.W.Moore(2017)“FunnelCloud:acloud-basedsystemforexploringtornadoevents.”InternationalJournalofDigitalEarth.
Lian,J.,M.P.McGuire.(2016)“MiningPersistentandDynamicSpatio-TemporalChangeinGlobalClimateData.”InternationalConferenceonInformationTechnology:NewGenerations.April2016,LasVegas,Nevada,USA.
McGuire,M.P.,M.Roberge,andJ.Lian.(2016)“Channelingthewaterdatadeluge:asystemforflexibleintegrationandanalysisofhydrologicdata.”InternationalJournalofDigitalEarth.9:3272-299.
McGuire,M.P.,M.Roberge,andJ.Lian.(2014)“HydroCloud:ACloud-BasedSystemforHydrologicDataIntegrationandAnalysis.”5thInternationalConferenceonComputingforGeospatialResearch(COM.Geo2014).August2014,Washington,D.C.,USA.
Roberge,MartinC.,M.P.Mcguire,andJ.Lian.HydroCloud:AWebApplicationforExploringStreamGageData.JournalofOpenResearchSoftware5.2(2017).
Lian,J.*#,MiaoS,McGuireMP,TangZ.SQLorNoSQL?WhichIstheBestChoiceforStoringBigSpatio-TemporalClimateData?.InInternationalConferenceonConceptualModeling2018Oct22(pp.275-284).Springer,Cham.,Xian,Chin