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第宝锋 (主任)的照片

第宝锋 (主任)

院系机构:灾后重建与管理学院
研究领域:遥感、GIS、机器学习

四川大学教授,灾后重建与管理学院副院长,四川省学术和技术带头人。主要研究兴趣为采用遥感(RS)、地理信息系统(GIS)、机器学习(ML)等技术手段,开展地质灾害风险评估与应急管理信息系统、环境信息系统与环境规划管理等领域教学与科研工作。曾先后在美国加州大学DAVIS分校作访问学者,在尼泊尔国际山地中心(ICIMOD)、德国亚琛工业大学(RWTH Aachen)作高级访问学者。迄今,已独立申请和主持科研课题20多项,其中包括973子课题、国家科技支撑计划子课题、国家环保公益基金课题、中国繁荣基金、国际合作和交流、国家自然科学基金等项目。已在Remote Sensing of Environment, Environmental science & technology, Resources, Conservation & Recycling等学术期刊上发表论文80余篇。获得四川省科技进步一等奖1项。

联系方式

dibaofeng@scu.edu.cn

代表性研究成果

一、代表论文

· DI Bao-feng#, Hongjuan Zeng, Minghua Zhang, Susan L. Ustin, Ya Tang, Zhaoyin Wang, Ningsheng Chen, Bin Zhang, Quantifying Spatial Distribution of Soil Mass Wasting Processes after the 2008 Earthquake in Wenchuan, China -A case study of the Longmenshan area, Remote Sensing of Environment, 2010, 114:761–771.

· Zhan, Y., Luo, Y., Deng, X., Zhang, K., Zhang, M., Grieneisen, M. L., & Di, B#. (2018). Satellite-Based Estimates of Daily NO2 Exposure in China Using Hybrid Random Forest and Spatiotemporal Kriging Model. Environmental science & technology, 52(7), 4180-4189.

· Di, B., Z. Yang, L. Liu*, Y. Yang, and J. Li, The regionalized ecological, economic and social benefit of China’s sloping cropland erosion control during the 12thFive-Year Plan (2011-2015). Journal of Environmental Management, 2020.276,111314.

· Lei Liu, Baofeng Di*, Mingyi Zhang. The tradeoff between ecological protection and economic growth inChina’s county development: Evidence from the soil and water conservation projects during 2011–2015. Resources, Conservation & Recycling, 2020, 156,104745.

· Di, B., Stamatopoulos, C.A., Stamatopoulos, A. C., Liu, E., & Balla, L. (2021). Proposal, application and partial validation of a simplified expression evaluating the stability of sandy slopes under rainfall conditions. Geomorphology, 107966.

· Duan, Y., Di, B. *, Ustin, S. L., Xu, C., Xie, Q., Wu, S.,... & Zhang, R. (2021). Changes in ecosystem services in a montane landscape impacted by major earthquakes: A case study in Wenchuan earthquake-affected area, China. Ecological Indicators, 126, 107683.

· Di,B., Katsenis, L., Stamatopoulos, C. A., & Panoskaltsis,V. P. (2021). Sliding element simulating the response of slip surfaces and its application for the prediction of earthquake-induced landslide movement usingone-dimensional dynamic analyses. Landslides,1-11.

· Di, B., Li, J., Dandoulaki, M.,Cruz, A. M., Zhang, R., & Niu, Z. (2020). Household recovery strategies in Longmen Mountain area, Sichuan, China, following the2008 Wenchuan earthquake disaster. Natural Hazards, 1-15.

· Xiong, K., Adhikari, B. R., Stamatopoulos, C. A., Zhan, Y., Wu, S., Dong,Z., & Di, B*. Comparison of Different Machine Learning Methods for Debris Flow Susceptibility Mapping: A Case Study in the Sichuan Province, China. Remote Sensing, 2020,12(2), 295.

· Tao Xiong, Peiran Chen, Yi Mu, Xiaohong Li, Baofeng Di, Jierui Li, Yi Qu, Jun Tang, Juan Liang & Dezhi Mu. Association between ambient temperature and hypertensive disorders in pregnancy in China. Nature Communications, 11, 2925 (2020).

· Baofeng Di, Hanyue Zhang, Yongyao Liu, Jierui Li, Ningsheng Chen, Constantine A. Stamatopoulos, Yuzhou Luo & Yu Zhan*. Assessing Susceptibility of Debris Flow in Southwest China Using Gradient Boosting Machine. Scientific Reports, (2019) 9:12532.

· Jierui Li, Hanyue Zhang, Yuzhou Luo, Xunfei Deng, Michael Grieneisen, Fumo Yang, Baofeng Di#, Yu Zhan*. Stepwise genetic algorithm for adaptive management: Application to air quality monitoring network optimization. Atmospheric Environment, (2019)215:116894

· Y. Zhan, Y. Luo, X. Deng, M. Grieneisen, M. Zhang, B. Di#. Spatiotemporal prediction of daily ambient ozone levels across china using random forest for human exposure assessment, Environmental Pollution,2018,233:464-473.

· Baofeng Di, Constantine A. Stamatopoulos*, Miranda Dandoulaki, Eleni Stavrogiannopoulou, Meng Zhang, Persefoni Bampina. A method predicting the earthquake-induced landslide risk by back analyses of past landslides and its application in the region of the Wenchuan 12/5/2008 earthquake. Nat Hazards,2017, 85(2):903-927.

· Kai Shi, Baofeng Di#, Kaishan Zhang, Chaoyang Feng, Laurence Svirchev,Detrended Cross-correlation Analysis of Urban Traffic Congestion and NO2Concentrations in Chengdu. Transportation Research Part D, 2017.

· Di B.F., Shi K*., Zhang K.S., Svirchev L., & Hu X. X., Long-Term Correlations and Multifractality of Traffic Flow Measured by GIS for Congested and Free-Flow Roads. Fractals. 24, 2016, 1650012.

· Stamatopoulos C A, Di B. Analytical and approximate expressions predicting post-failure landslide displacement using the multi-block model and energy methods[J]. Landslides, 2015, 12(6):1207-1213.

· DI Bao-feng#, ZHANG Kai-shan, TANG Ya, ZHANG Ming-hua, Susan L. USTIN, The Development of a Geographic Information System (GIS) Database for Jiuzhaigou National Nature Reserve and Its Application, Journal of Mountain Science, 2013, 10(3):398-409.

· Di, B. F#. Chen, N. S.,Cui, P.,Li, Z. L.,He, Y. P.,Gao, Y.C., GIS-Based Risk Analysis of Debris Flows: An Application in Sichuan, Southwest China. International Journal of Sediment Research, 2008, 23(2),138-148.

· 第宝锋,崔鹏,艾南山,张国友.《中国大百科全书·中国地理卷》西南区编撰对区域地理学研究的启示[J].地理科学,2019,39(06):898-904.

· 熊轲,詹宇,Issaak Parcharidis, 杜杰,第宝锋∗.九寨沟震区地表形变监测及震损物源估算, 长江流域资源与环境, 2019,28(1):184-191

· 刘永垚、第宝锋*、詹宇、Constantine A. Stamatopoulos. 基于随机森林模型的泥石流易发性评价, 山地学报,2018: 36(5):765-773.

· 胡晓曦, 第宝锋*, 袁媛, 黄靖, 张梦. 长江上游生态建设工程与植被覆盖时空变化的响应特征研究,长江流域资源与环境, 2016, 25 (8): 1264-1272.

· 张梦,第宝锋*, 宋微曦, &王雅潞. 灾变山地环境影响下小流域脆弱性评价研究. 长江流域资源与环境, 2015, 24(06), 1072-1078.

· 宋微曦, 第宝锋*,左进, 罗文锋, 张梦. 聚落应对山地灾害环境的适应性分析——以彭州市银厂沟为例,山地学报, 2014,32(2):212-218.

· 第宝锋*,崔鹏, 艾南山. 中国水土保持生态修复分区治理措施,四川大学学报(工程科学版)2009, 41(2):64-69.

· 第宝锋*,崔鹏,艾南山. 中国水土保持生态修复分区,四川大学学报(工程科学版), 2008, 40(5):32-37.

· 第宝锋*,宁堆虎, 鲁胜力. 中国水土流失与贫困的关系分析.水土保持通报, 2006, 26(3):67-72.

· 第宝锋*,崔鹏, 黄胜等. 近50年金沙江干热河谷区云南省元谋县泥沙变化及影响分析.中国水土保持科学,2006,4(5):20-24.

· 第宝锋*,杨忠, 艾南山, 张建平. 基于RS与GIS的金沙江干热河谷区退化生态系统评价――以云南省元谋县为例,地理科学, 2005, 25(4):484-489.

二、专利

第宝锋,黄正文,李眉眉,一种山地灾害频发区泥石流风险评价方法,CN201210424070.0

获奖情况

2018:第三届西浦全国大学教学创新大赛——“年度教学创新二等奖”,领导与教育前沿研究院,西交利物浦大学

2018:年度四川省科学技术进步一等奖——泥石流灾害预判与综合防控关键技术

科研项目

主持代表性项目:

国家自然科学基金:基于机器学习的区域泥石流易发性主控因子判识与实证研究

中国科学院战略性先导科技专项(A类)子课题:山区居民灾害应激反应与社区风险管理关键技术

四川省国际科技合作与交流项目,灾后重建区高风险聚落的抗灾韧性以及防灾减灾优化措施研究

成都市国际科技合作与交流项目,彭州龙门山段聚落灾害风险及抗灾韧性研究

“十二五”科技支撑计划课题、山地村庄建设用地区域统筹与脆弱性评价关键技术课题下设的 “山地村庄建设用地脆弱性评价研究”专题

国家自然科学基金、基于山地灾害风险的聚落脆弱性评价指标与模型

中国繁荣基金项目(英国支持),可推广的四川低碳城市发展的范式及行动计划研究

国际科技合作与交流专项,“四川省长江上游可持续的水和资源管理技术和服务”项目下设的“流域管理GIS数据库构建及应用研究”课题

国家973项目课题,“汶川地震次生山地灾害形成机理与风险控制”课题下设的“汶川地震地表侵蚀及河流局部冲淤响应”专题

人才培养

指导安全科学与减灾、环境科学与工程学科领域的博士生、硕士生。重点研究领域为灾害风险与应急管理、传统聚落与环境变化、社区减灾与适应。