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应我校地球科学与资源学院李小伟教授邀请，Danlin Yu 教授来我校进行学术交流，并做学术报告。 题目： 1、面向灾害管理的机载遥感与社会感知融合 2、协变挖掘：耦合人地系统的数据驱动预测 3、气候韧性与灾害预测：连接遥感、AI 与复杂系统建模
时间及地点： 2026年5月22日（星期五）上午10：00-12：00 科研楼206 2026年5月25日（星期一）上午10：00-12：00 教二楼330 2026年5月26日（星期二）下午16：00-18：00 教二楼330 报告人简介：Danlin Yu 教授任职于美国 Montclair State University Department of Earth and Environmental Studies，是 GIS 与城市地理学教授，负责 GIS Minor 与 Graduate GIS Certificate。研究方向包括 GIScience、空间统计、GeoAI、遥感灾害管理、城市环境分析，以及面向部分可观测复杂系统的协变挖掘建模。他主持 U.S. HUD 城市铅生物可及性项目（$699,981），并作为 2026 NAS Gulf Future Challenge 气候韧性方向 finalist team 负责人。已发表 100 余篇同行评议论文，出版或合著 8 部著作，包括 Spatial Data Analysis with R (SAGE, 2024)、Integrative Sensing Strategies for Disaster Management(Elsevier, 2026) 与 Covariation-Mining for Complex System Dynamics (Springer, contracted)。他与 Roger Bivand 合作开发R package spgwr，并担任 ASCE Journal of Urban Planning and Development Associate Editor。 讲座内容： 1、Disaster sensing reframed as a single integration problem rather than a contest between physical platforms and social signals. Three deployed cases (2023 transboundary wildfire smoke, multi-source urban flood reconciliation, and persistent industrial contamination) are read against the 2008 Wenchuan anchor. The central claim: integrated sensing fails first at the organizational layer, not the algorithmic one. 2、Covariation mining as a forecasting paradigm for partially observable coupled systems, built on four commitments plus a five-family Archetype Family Transformation. A fifty-variable synthetic substrate evaluated across a fifteen-cell K×T sweep produces the methodology's admissibility envelope; the same workflow then runs on a real childhood-lead environmental-public-health panel in Newark, NJ. The spatiotemporal extension closes the talk. 3、Synthesis lecture treating remote sensing, GeoAI, and complex-system modeling as three layers of one climate-resilience pipeline — handoff contracts between layers carry the load no single method can. Four worked themes (urban heat, air quality, flood early warning, cascading infrastructure damage) are anchored on the 2023 Beijing–Hebei 23·7 compound flood, closing on governance and a CUG-Beijing / Montclair State joint sketch. 欢迎广大师生参加！
地球科学与资源学院 国际合作与交流处 科技处
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