个人简历

一、教育经历 2010.09 – 2014.07 理学学士 东北师范大学 地理科学学院 地理信息科学 2014.09 – 2017.07 理学硕士 中国科学院 地理科学与资源研究所 地图学与地理信息系统 2017.09 – 2021.01 理学博士 中国科学院 地理科学与资源研究所 地图学与地理信息系统 2019.09 – 2020.10 访问学者 荷兰特文特大学 ITC 地图学与地理信息系统 二、研究兴趣 主要研究方向：数字地形地貌分析、时空数据挖掘、时空数据建模以及山洪灾害危险性分析。 三、发表论文 [1] Nan Wang, Hongyan Zhang*, Ashok Dahal, Weiming Cheng, Min Zhao, Luigi Lombardo. On the use of explainable AI for susceptibility modeling: Examining the spatial pattern of SHAP values. Geoscience Frontiers, 2024,10: 101800. [2] Nan Wang, Weiming Cheng, Hongyan Zhang*, Cees van Westen, Junnan Xiong, Changjun Liu, Luigi Lombardo. Impact-based probabilistic modeling of hydro-morphological processes in China (1985–2015). Journal of Environmental Management, 2023, 344: 118463. [3] Nan Wang, Weiming Cheng, Mattia Marconcini, Felix Bachofer, Changjun Liu, Junnan Xiong, Luigi Lombardo*. Space-time susceptibility modeling of hydro-morphological processes at the Chinese national scale, Engineering Geology, 2022, 301: 106586. [4] Nan Wang, Luigi Lombardo, Stefano Luigi Gariano, Weiming Cheng*, Changjun Liu, Junnan Xiong, Ruibo Wang. Using satellite rainfall products to assess the triggering conditions for hydro-morphological processes in different geomorphological settings in China, International Journal of Applied Earth Observation and Geoinformation, 2021, 102(7):102350. [5] Nan Wang, Luigi Lombardo, Marj Tonini, Weiming Cheng*, Liang Guo, Junnan Xiong. Spatiotemporal clustering of flash floods in a changing climate (China, 1950–2015), Natural Hazards and Earth System Sciences Discussions, 2021, 21(7): 2109-2124. [6] Nan Wang, Weiming Cheng*, Luigi Lombardo, Junnan Xiong. Statistical spatiotemporal analysis of flash flood disasters in China during 1950-2015, Stochastic Environmental Research and Risk Assessment, 2021, 36: 2377-2397. [7] Nan Wang, Weiming Cheng*, Baixue Wang, Qiangyi Liu, Chenghu Zhou. Geomorphological regionalization theory system and division methodology of China, Journal of Geographical Sciences, 2020, 30(2): 212-232. [8] Nan Wang, Weiming Cheng*, Min Zhao, Qiangyi Liu, Jing Wang. Identification of the debris flow process types within catchments of Beijing mountainous area, Water, 2019, 11(4): 638. [9] Weiming Cheng*, Nan Wang, Min Zhao, Shangmin Zhao. Relative tectonics and debris flow hazards in the Beijing mountain area from DEM-derived geomorphic indices and drainage analysis, Geomorphology, 2016, 257: 134-142. [10] Weiming Cheng*, Nan Wang, Shangmin Zhao, Yue Fang, Min Zhao. Growth of the Sayram Lake and retreat of its water-supplying glaciers in the Tianshan Mountains from 1972 to 2011, Journal of Arid Land, 2016, 8(1): 13-22. [11] Weiming Cheng*, Nan Wang. A comparison on GIS-based hazard assessment of regional debris flow mapping, Disaster Advances, 2015, 8 (2):1-15. [12] 王楠, 程维明*, 张一弛, 刘东成. 全国山洪灾害防治县房屋损毁风险评估及原因探究, 地球信息科学学报, 2017, 19(12): 1575-1583. 四、科研项目 1. 国家自然科学基金青年项目，融合地貌结构特征的山洪灾害预测研究，2023.1-2025.12，主持，在研 2. 中国博士后科学基金第70批面上项目，基于深度图网络的山洪灾害时空动态预测研究，2022.6-2024.5，主持，在研