2 2024地理信息技术创新大会- wjf20241105（可分享）.pdf

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1、人工智能和脑机接口：地理探测中的两个思想实验AI and BCI:Two Thought Experiments of Geodetector王劲峰资源与环境信息系统国家重点实验室/中国科学院地理资源所wangjfL北京国际会议中心 第一会议厅13:50 14:10；Nov 5,2024Brain&AIHu-Line Re-DiscoveryHuman-Machine CollaborationAI under Spatial Statistic TrinityConclusionBrainKnowledgeLaws&Equations Geo Law ML:Discovering meta

2、spectrum of US land dissection factors Generating GeniusDiscovering the mechanism behind Hu Huanyong LineReplace&more:GPTAlfaFoldGeneratingKnownUnknown/AIei+1=0;F=am;G=ALKMoran I,LISA,GWR,Geodetector AI=Human-Machine InterfaceGenerated by AI?Geography:Spatiotemporal pattern&process,its mechanism,pre

3、dictionBrain&AIHu-Line Re-DiscoveryHuman-Machine CollaborationAI under Spatial Statistic TrinityConclusionPatternsGenius Mechanism胡焕庸 1901-1998L Holdridge 1907-1999?Agriculture Industrial Post-industrial1950s 1980s 2000sq valueEmploymentOpportunity,Wage,Public serviceEmploymentOpportunity,WageEmploy

4、mentOpportunityElevation,Rainfall,LandformElevation,RainfallElevationLi JM2019,JCPGeodetectorMachine LearningBrain&AIHu-Line Re-DiscoveryHuman-Machine CollaborationAI under Spatial Statistic TrinityConclusionLuo W,Jasiewicz J,Stepinski T,et al.2016.Spatial association between dissection density and

5、environmental factors over the entire conterminous United States,Geophys.Res.Lett.43:692700lithologyGlaciationElevationSlopePrecipitationPermeabilityY+XBrain&AIHu-Line Re-DiscoveryHuman-Machine CollaborationAI under Spatial Statistic TrinityConclusionModified:Isaaks EH,Srivastava RM.1989.Applied Geo

6、statistics.New York:Oxford Univ.Press.P197-199?:Newton (1642-1727):Probability(1654-)(Pascal&Fermat)yxA sample:price of a stockComplete random White NoiseTimeInterest Rate:Spatial Statistics&AI:temp;disease;soilSSH+SAC+.Stochastic:a bouncing ballDeterminateDeterminant DistanceHeight Brain&AIHu-Line