地理信息科学系

 

     基本信息

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姓名柳林 

性别:男 

出生年月:19651

职务/职称:教授/博士生导师

邮箱:liulin1@gzhu.edu.cn

通讯地址:广州市大学城外环西路230号广州大学地理科学与遥感学院




     个人简介

柳林,广州大学特聘教授,美国辛辛那提大学教授,博士生导师 。曾任全球华人地理信息科学协会(CPGIS)主席及理事长。现任Frontier of Earth Sciences副主编(2007至今)和Chinese Geographical Science副主编Annals of American Association of Geographers编委。 曾任GeoJournal2013-2014)、Annals of GIS2012-2013)以及Journal of Research on Crime and Delinquency2015-2017)等期刊的特邀编辑。

柳林教授已发表论文专著200余篇(部)。主持国家级项目 。主持国际学术会议10余次,在国际学术会议上宣读论文150余次。培养近60名博士生及硕士生。

     研究方向        

  • 犯罪地理与公共安全

  • 地理信息与空间分析

     主讲课程        

  • 本科生:《犯罪地理与犯罪分析》、《地理信息系统》、《GIS空间分析》

  • 研究生:《GIS、遥感公共管理》、《区位分析》

     教育与工作经历        

  • 2017.9-至今  广州大学 特聘教授

  • 2008-2010  全球华人地理信息科学协会(CPGIS) 理事长

  • 1997-至今  美国辛辛那提大学地理系 助理教授副教授教授

  • 1996-1997  全球华人地理信息科学协会(CPGIS) 会长

  • 1994-1996  美国新奥尔良大学 助理教授

  • 1990/09-1994/09,俄亥俄州立大学,获地理信息科学博士

  • 1984/09-1987/07,北京大学,获遥感与地图制图学硕士

  • 1980/09-1984/07,北京大学,获地貌与第四纪学学士

     科研项目       

主持国家及省部级纵向科研项目】

[1]  国家重点研发项目计划项目,城镇公共安全立体化网络构建与应急响应示范,国拨经费2300万,2018/05-2021/04

[2]  广州市科学研究计划重点项目,大数据驱动下的广州市犯罪预测与防控研究,200万元,2018/01 -2020/12

[3]  国家自然科学基金重点项目,41531178,大数据支持下的犯罪地理研究-犯罪时空过程精细化模拟与防控优化,357万元,2016/01 -2020/12

[4]  广东省科技计划项目公益研究与能力建设专项,2015A020217003,警用地理信息系统(PGIS)支持下的犯罪时空关联与时空预警关键技术,30万元,2016 / 01-2017 / 12

[5]  国家自然科学基金面上项目,41171140,智能化城市犯罪机理研究,60万元2012/01-2015/12

[6]  广东省自然科学基金团队项目,2014A030312010,犯罪防控与大数据挖掘,300万,2015/01-2019/12

[7]  广州市科技计划项目-产学研协同创新重大专项,大型河流制排水流域水质模型构建及溢流污染(COS)控制技术研究,30万元,2015 / 01-2017 / 12

[8]  国家高技术发展研究计划(863计划),主题项目“城市运行的空间信息智能处理与分析系统”课题二“城市复杂时空数据集成分析与空间决策模拟(课题编号:2013AA122302)”子课题“城市空间决策模拟及城市交通流在线模拟与疏导应用示范”、2013/01-2015/12335万元。

[9]  国家高技术发展研究计划(863计划),主题项目“时空过程模拟与实时GIS系统”课题二“时空过程综合模拟系统(课题编号:2012AA121402)”,2012/01-2014/12423万元。

[10]  广东省领军人才,广东省引进领军人才专项资金,500万元,2011-2014

        

     代表性论著专利

【论文】

[1] Feng, J., Liu, L.*, Long, D., & Liao, W. (2019). An Examination of Spatial Differences between Migrant and Native Offenders in Committing Violent Crimes in a Large Chinese City. ISPRS International Journal of Geo-Information, 8(3), 119. (SCI)

[2] Pan, C., Wang, X., Liu, L.*, Wang, D., & Huang, H. (2019). Characteristics of Heavy Storms and the Scaling Relation with Air Temperature by Event Process-Based Analysis in South China. Water, 11(2), 185. (SCI)

[3] Li, Q., Zhong, S., Fang, Z., Liu, L., Tu, W., & Chen, B. (2019). Optimizing Mixed Pedestrian-Vehicle Evacuation via Adaptive Network Reconfiguration. IEEE Transactions on Intelligent Transportation Systems. (IEEE)

[4] Song, G., Bernasco, W., Liu, L.*, Xiao, L., Zhou, S., & Liao, W. (2019). Crime Feeds on Legal Activities: Daily Mobility Flows Help to Explain Thieves’ Target Location Choices. Journal of Quantitative Criminology, 1-24.

[5] Du, F., Liu, L.*, Jiang, C., Long, D., & Lan, M. (2019). Discerning the Effects of Rural to Urban Migrants on Burglaries in ZG City with Structural Equation Modeling. Sustainability11(3), 561.

[6] Wang, D., Wang, X., Liu, L.*, Wang, D., Huang, H., & Pan, C. (2019). Evaluation of TMPA 3B42V7, GPM IMERG and CMPA precipitation estimates in Guangdong Province, China. International Journal of Climatology39(2), 738-755.

[7] Liu, L.*Feng, J., Ren, F., & Xiao, L. (2018). Examining the relationship between neighborhood environment and residential locations of juvenile and adult migrant burglars in China. Cities, 82, 10-18. (SSCI)

[8] Song, G., Liu, L.*, Bernasco, W., Zhou, S., Xiao, L., & Long, D. (2018). Theft from the person in urban China: Assessing the diurnal effects of opportunity and social ecology. Habitat International78, 13-20. (SSCI)

[9] Long, D., Liu, L.*, Feng, J., Zhou, S., & Jing, F. (2018). Assessing the influence of prior on subsequent street robbery location choices: A case study in ZG city, China. Sustainability10(6), 1818. (SCI)

[10] Luzi, X., Lin, L.*, Guangwen, S., Stijn, R., & Suhong, Z.. (2018). Journey-to-crime distances of residential burglars in china disentangled: origin and destination effects. ISPRS International Journal of Geo-Information, 7(8), 325-. (SCI)

[11] Wang, D.S., D. Wang*, L. Liu and X. Wang. (2018). Use of high-resolution precipitation observations in quantifying the effect of urban extent on precipitation characteristics for different climate conditions over the Pearl River Delta, China. Atmospheric Science letters, DOI: 10.1002/asl.820. (SCI)

[12] Schleith, D., Widener, M. J., Kim, C., & Liu, L. (2018). Assessing the delineated commuter sheds of various clustering methods. Computers, Environment and Urban Systems71, 81-87. (SSCI)

[13] Nong, Y., Zhou, S., Liu, L., Li, Q., Peng, Y., & Hao, X. (2017). Structural cities: delimiting retailing center boundaries and their hierarchical characteristics in urban China based on GPS-enabled taxi data. Journal of Planning Education and Research, 0739456X17741964.(SSCI)

[14] Huang, H., Chen, X.*, Zhu, Z.*, Xie, Y., Liu, L.*, Wang, X., ... & Liu, K. (2018). The changing pattern of urban flooding in Guangzhou, China. Science of The Total Environment622, 394-401. (SCI)

[15] Cao J, Liu K*, Zhu Y, Liu, L.*, Li J, He Z. Identifying Mangrove Species Using Field Close-Range Snapshot Hyperspectral Imaging and Machine-Learning Techniques. Remote Sensing. 2018. (SCI)

[16] Li F, Liu K*, Tang H, Liu, L.*, Liu H. Analyzing Trends of Dike-Ponds between 1978 and 2016 Using Multi-Source Remote Sensing Images in Shunde District of South China: Sustainability. 2018: 10. (SCI)

[17] He Z, Li J, Liu K, Liu L, Tao H. Kernel Low-Rank Multitask Learning in Variational Mode Decomposition Domain for Multi-/Hyperspectral Classification [J]. IEEE Transactions on Geoscience and Remote Sensing. 2018, 56(7): 4193-4208. (SCI)

[18] Wang, Y., Chen, Q.*, Liu, L., Li, X.*, Sangaiah, A., & Li, K. (2018). Systematic comparison of power line classification methods from ALS and MLS point cloud data. Remote Sensing10(8), 1222. (SCI)

[19] Cao J, Leng W, Liu K*, Liu L.*, He Z, Zhu Y. Object-Based Mangrove Species Classification Using Unmanned Aerial Vehicle Hyperspectral Images and Digital Surface Models[J]. Remote Sensing. 2018, 10(1) 89-108. (SCI)

[20] Song, G., Liu, L.*, Bernasco, W., Xiao, L., Zhou, S., & Liao, W. (2018). Testing indicators of risk populations for theft from the person across space and time: The significance of mobility and outdoor activity. Annals of the American Association of Geographers, 108(5), 1370-1388. (SSCI)

[21] He, Z., & Liu, L. (2018). Hyperspectral Image Super-Resolution Inspired by Deep Laplacian Pyramid Network. Remote Sensing, 10(12), 1939. (SCI)

[22] Liu, L.*, Jiang, C., Zhou, S., Liu, K., & Du, F. (2017). Impact of public bus system on spatial burglary patterns in a Chinese urban context. Applied geography89, 142-149. (SSCI)

[23] Liu, L.*, & Li, J. C. (2017). Progress and future directions of crime research in China with selected case studies. Journal of research in crime and delinquency54(4), 447-453. (SSCI)

[24] Zhou J, Qin X, Liu L*, et al. A potential evaluation model for land consolidation in fragmental regions[J]. Ecological Indicators, 2017, 74:230-240. (SCI)

[25] He, Z., Li, J., Liu, L., & Shen, Y. (2017). Three-dimensional empirical mode decomposition (TEMD): A fast approach motivated by separable filters. Signal Processing, 131, 307-319. ( SCI/EI)

[26] Zhu Y, Liu K.*, Liu L*, et al. Exploring the Potential of WorldView-2 Red-Edge Band-Based Vegetation Indices for Estimation of Mangrove Leaf Area Index with Machine Learning Algorithms[J]. Remote Sensing, 2017, 9(10):1060. (SCI)

[27] Pan C, Wang X, Liu L*, et al. Improvement to the Huff Curve for Design Storms and Urban Flooding Simulations in Guangzhou, China[J]. Water, 2017, 9(6):411. (SCI)

[28] Wang, Y., Chen, Q., Liu, L.*, Zheng, D., Li, C., & Li, K. (2017). Supervised classification of power lines from airborne LiDAR data in urban areas. Remote Sensing, 9(8), 771. (SCI)

[29] Chen J, Liu L*, Zhou S, et al. Modeling Spatial Effect in Residential Burglary: A Case Study from ZG City, China[J]. ISPRS International Journal of Geo-Information, 2017, 6(5):138. (SCI)

[30] Liang, Y., Jiang, C., Ma, L., Liu, L., Chen, W., & Liu, L. (2017). Government support, social capital and adaptation to urban flooding by residents in the Pearl River Delta area, China. Habitat International, 59, 21-31. (SSCI)

[31] Chen J, Liu L*, Zhou S, et al. Spatial Variation Relationship between Floating Population and Residential Burglary: A Case Study from ZG, China[J]. International Journal of Geo-Information, 2017, 6(8):246. (SCI)

[32] Gu, X., Zhang, Q., Singh, V. P., Liu, L., & Shi, P. (2017). Spatiotemporal patterns of annual and seasonal precipitation extreme distributions across China and potential impact of tropical cyclones. International Journal of Climatology, 37(10), 3949-3962.

[33] 傅辰昊周素红闫小培, & 柳林. (2018). 广州市零售商业中心消费活动时变模式及其影响因素地理科学38(1), 20-30.

[34] 廖薇薇柳林*周素红宋广文李秋萍, & 刘凯. (2018). 多源在线地理编码服务分类优化模型热带地理38(2), 255-263.

[35] 张麟黄华兵王先伟柳林*黄容, & 郭明月. (2018). 城市内涝模型参数灵敏度分析与方法比较中国给水排水34(3), 129-134.

[36] 戴若颖党雪薇冯兆李海霞, & 柳林*. (2018). 基于随机森林的流动摊贩分布模型中山大学学报 (自然科学版), (2018 年 01), 76-82.

[37] 宋江宇周素红, & 柳林. (2018). 日常活动视角下居民健康影响的性别差异——以广州为例地理科学进展37(7), 999-1010.

[38] 柳林刘文娟廖薇薇余洪杰姜超林荣平, ... & 张政. (2018). 基于随机森林和时空核密度方法的不同周期犯罪热点预测对比地理科学进展37(6), 761-771.

[39] 肖露子柳林*周素红宋广文张春霞, & 陈建国. (2018). ZG 市工作日地铁站点扒窃案件的时空分布及其影响因素地理科学38(8), 1227-1234.

[40] 张春霞柳林, & 周素红. (2018). ZG 市非接触型诈骗被害相对发生概率的性别差异地理科学38(8), 1218-1226.

[41] 柳林杜方叶宋广文龙冬平姜超, & 肖露子. (2018). 犯罪共生空间的类型识别及其特征分析地理科学38(8), 1199-1209.

[42] 柳林*,姜超,周素红,刘凯*. 城市入室盗窃犯罪的多尺度时空格局分析基于中国HDP半岛的案例研究[J]. 地理研究, 2017, 36(12):2451-2464.

[43] 肖露子,柳林*,宋广文,周素红等. 基于理性选择理论的社区环境对入室盗窃的影响研究[J]. 地理研究, 2017, 36(12):2479-2491.

[44] 柳林*,张春霞,冯嘉欣等. ZG市诈骗犯罪的时空分布与影响因素[J]. 地理学院, 2017, 72(2):315-328.

[45] 徐冲*, 柳林*周素红, & 姜超. (2017). 微观空间因素对街头抢劫影响的空间异质性——以 DP半岛为例地理研究, (12), 19.

[46] 柳林*, 杜方叶肖露子宋广文刘凯, & 姜超. (2017). 不同类型道路密度对公共空间盗窃犯罪率的影响——基于 ZG 市的实证研究人文地理, 32(6), 32-38.

[47] 龙冬平,柳林*,冯嘉欣等.社区环境对入室盗窃和室外盗窃影响的对比分析——ZGZH半岛为例[J]. 地理学院, 2017, 72(2):341-335.

[48] 龙冬平柳林*周素红,地理学视角下犯罪者行为研究进展[J]. 地理科学进展, 2017, 36(7):886-902.

[49] 谭敏刘凯柳林*,基于随机森林模型的珠江三角洲30 m格网人口空间化[J]. 地理科学进展, 2017, 36(10):1304-1312.

[50] 傅辰昊*, 周素红*, 闫小培柳林, & 陈蔚珊. (2017). 广州市零售商业中心的居民消费时空行为及其机制地理学报, 72(4), 603-617.

[51] 周素红谢蔚翰宋广文,柳林*土地利用对街头抢劫影响的空间分异模式:H市为例[J]. 地理科学, 2017, 37(6):885-894.

[52] 付子圣李秋萍柳林*,利用GPS轨迹二次聚类方法进行道路拥堵精细化识别[J]. 武汉大学学报(信息科学版), 2017, 42(9):1264-1270.

[53] 姜超柳林*周素红,住区开放与犯罪:国外情境下的实证评估与理论剖析[J]. 规划师, 2017, 33(8):105-111. 


【著作】

[1]  Liu*, L. and X. Li. Editors. 2014. A Special Issue of GeoJournal on GIS and Built Environment. Vol. 79, No. 2.

[2]  Xinyue Ye and Lin Liu. Editors. 2012. A Special Issue of Annals of GIS on Spatial Crime Analysis and Simulation. Volume 18, Issue 3.

[3]  Lin Liu, Xia Li, Kai Liu, Xinchang Zhang, Aijun Chen. 2008.  SPIE Proceedings in Geoinformatics 2008 and Joint Conference on GIS and Built Environment: Geo-Simulation and Virtual GIS Environments.  Volume 7143.  EAN: 9780819473851.

[4]  Lin Liu, Xia Li, Kai Liu, Xinchang Zhang, Xinhao Wang. 2008. SPIE Proceedings in Geoinformatics 2008 and Joint Conference on GIS and Built Environment: The Built Environment and Its Dynamics.  Volume 7144.  EAN: 9780819473868.

[5]  Lin Liu, Xia Li, Kai Liu, Xinchang Zhang, Yong Lao. 2008. SPIE Proceedings in Geoinformatics 2008 and Joint Conference on GIS and Built Environment: Monitoring and Assessment of Natural Resources and Environments.  Volume 7145.  EAN: 9780819473875.

[6]  Lin Liu, Xia Li, Kai Liu, Xinchang Zhang. 2008. SPIE Proceedings in Geoinformatics 2008 and Joint Conference on GIS and Built Environment: Advanced Spatial Data Models and Analyses.  Volume 7146.  EAN: 9780819473882.

[7]  Lin Liu, Xia Li, Kai Liu, Xinchang Zhang. 2008.  SPIE Proceedings in Geoinformatics 2008 and Joint Conference on GIS and Built Environment: Classification of Remote Sensing Images.  Volume 7147.  EAN: 9780819473899.

[8]  Liu, L. and J. Eck. Editors. 2008.  Artificial Crime Analysis Systems: Using Computer Simulations and Geographic Information Systems.  IGI Global. Hershey, New York. ISBN-13: 978-1-59904-591-7 (hardcover), ISBN-13: 978-1-59904-593-1 (ebook).

[9]  Liu, L. 2006. GIS and Risk Assessment/Management, editor, a special Issue of International Journal on Risk Assessment and Management. Volume 6, Nos 4-6, 2006.  Inderscience, UK.

[10]  Engel, R., J. Calnon, R. Tillyer, R. Johnson, L. Liu, X. Wang. 2005. Project on Police-Citizen Contacts: Year 2 Final Report, submitted to the Commissioner of the Pennsylvania State Police. March 25, 2005. 402 pages.  http://www.geography.uc.edu/~linliu/PSPYear2.pdf

[11]  Fisher, B., G. Farrel, L. Liu and J. Eck. Editors, Security Journal, Vol. 17, No. 1. 2004.

[12]  Engel, R., J. Calnon, L. Liu, R. Johnson. 2003. Project on Police-Citizen Contacts: Year 1 Final Report, submitted to the Commissioner of the Pennsylvania State Police. December 8, 2003. 334 pages. http://www.geography.uc.edu/~linliu/PSPYear1.pdf

[13]  Eck, J., L. Liu and L. Bostaph. 2003. Police Vehicle Stops in Cincinnati: July 1 – December 31, 2001. October 1, 2003. Released by the Monitor of the Cincinnati Collaborative Agreement on November 15, 2003. 56 pages.  http://www.geography.uc.edu/~linliu/traffic-stops.pdf

[14]  Lao, Y. P. Gong, L. Liu, et al (editors). 2000. Proceedings of GeoInformatics ‘2000 and International Conference of Geospatial Science and Technology. California State University, Monterey Bay.

[15]  Li, B., …, L. Liu, et al. (editors) 1999. GeoInformatics and SocioInformatics. University of Michigan.

[16]  Liu, L., P. Shih, et al. (editors) 1997. Mapping the Future of Asia-Pacific. National Taiwan University.

[17]  Liu, L.  Cartographic Design in ArcView and Arc/Info. Book contract with Onward Press (not completed).


【专利/计算机软件著作权】

[1]  一种服务于警务防控分区规划的犯罪风险时空模式识别方法,申请号:201410214600.8,申请人:柳林,姜超,刘凯(已授权:ZL201410214600.8)

[2]  一种面向对象分割结合灰度形态学的道路提取方法,申请号:201410214588.0,申请人:刘凯,刘洋,柳林(已授权:ZL2014102145800.0)

[3]  一种基于路段OD反推的实时交通流分析预测系统,申请号:201410410008.5,申请人:周素红,柳林,杨靖芸,郝新华,陈建国,肖露子(已授权:ZL201410410008.5)

[4]  一种HSC 结合小波变化的遥感图像融合方法,申请号:201410607032.8,申请人:刘凯,刘洋,柳林(已授权:ZL201410607032.8)

[5]  一种道路水浸时间紧急疏导配流生成方法,申请号:201410562937.8,申请人:胡继华,柳林,李国源,梁嘉贤,高立晓,周素红,刘凯(已授权:ZL201410562937.8)

[6]  一种基于随机森林的元胞自动机城市扩展模拟方法,申请号:201410409993.8,申请人:柳林,陈凯,刘凯

[7]  一种基于卷积增强和HCS变换的遥感影像融合方法,申请号:201510210332.70,申请人:柳林,刘洋,刘凯,李想

[8]  一种高空间分辨率全色影像定标系数模拟及交叉定标方法,申请号:201510293733.30,申请人:刘凯,刘洋,柳林

[9]  一种基于POI数据的城市商业中心与零售业态集聚区识别方法201510564021.0,申请人:梁育填、柳林、陈蔚珊、李璐、刘鲁论

[10]  一种城市内涝情景下路网交通流的多源点协同疏导方法,申请号:201510639437.4,申请人:李秋萍、周素红、柳林

[11]  一种基于梯度滤波和PCA的无人机影像与多光谱影像融合方法,申请号:201610399560.8,申请人:刘凯,刘洋,朱远辉,柳林

[12]  一种基于Gram-Schmidt的无人机影像与多光谱影像融合方法,申请号:201610814589.8,申请人:刘凯,刘洋,柳林,李想

[13]  一种基于随机森林模型的人口数据空间化方法,申请号:201611004450.3,申请人:柳林,谭敏,刘凯

[14]  佛山市土地利用时空演变分析与模拟系统,申请号:2015SR004548,申请人:刘凯,陈凯,柳林

[15]  城市内涝交通疏导模拟系统V1.0,申请号:2015SR048665,申请人:李秋萍,付子圣,柳林,周素红,卓莉,陶海燕

[16]  城市内涝精细化模拟平台软件,申请号:2015SR055449,申请人:黄华兵,柳林,王先伟,刘凯

[17]  基于Huff模型的城市绿地可达性分析系统V1.0,申请号:2015SR118631,申请人:朱战强,柳林,孟晓丽,朱远辉,黄存忠

[18]  基于多智能体企业迁移模拟系统V1.0,申请号:2015SR118865,申请人:梁育填,柳林,刘凯,刘鲁论,李文涛,姜超

[19]  浮动车GPS处理系统,申请号:2016SR063248,申请人:周素红,李秋萍,柳林,肖露子,陈建国,刘凯

[20]  城市交通流多智能体在线模拟系统,申请号:2016SR253262,申请人:李秋萍,周素红,柳林,刘文娟,曹晶晶

[21]  城市犯罪数据时空分析与智能模拟系统,申请号:2016SR279301,申请人:柳林,周素红,李秋萍,徐冲,姜超,刘凯

[22]  城市交通流在线模拟与信号联动管控系统,申请号:2016SR279304,申请人:周素红,柳林,李秋萍,刘凯,刘文娟,曹晶晶,沙志仁,戴秀斌

[23]  珠江三角洲土地利用时空演变分析与评价系统,申请号:2016SR384396,申请人:刘凯,彭力恒,柳林,李想,谭敏

     获奖情况        

[1]  Excellence in GIS Education Award, 2014. The International Association of Chinese Professionals in Geographic Information Sciences(CPGIS)

[2]  Best Service Award, 2010, The International Association of Chinese Professionals in Geographic Information Sciences (CPGIS)

[3]  2013年度科研先进工作者,中山大学地理科学与规划学院,2014/06

[4]  2006年和2007年连续两年获得辛辛那提大学文理学院“杰出学术成就奖”

     学术与社会兼职        

  • 广东省公共安全与灾害工程技术研究中心主任(2017-2018

  • 国家遥感中心广东分部主任(2013.12-至今)

  • 广东省地理学会副理事长(2015.07-2018

  • 广州市新型城市化发展决策咨询专家委员会委员(2012 - 

  • 广东省高等学校本科教学指导委员会委员(2014 - 2018

  • 教育部高等学校教学指导委员会委员(2013 - 2017

  • Frontiers of Earth Science (SCI)副主编、Chinese Geographical Science副主编(2014-至今)

  • Annals of American Association of Geographers 编委 2018 - 

  • 1996-1997年,全球华人地理信息科学学会(CPGIS)会长

  • 2008-2010年,全球华人地理信息科学学会(CPGIS)理事长

  • Special Issue on GIS and Built Environment. GeoJournal, 2014, 79(2). EI特邀客座主编, guest editor

  • Special Issue on Spatial Crime Analysis and Simulation. Annals of GIS. 2012, 18(3). 特邀客座主编, guest editor

  • 2003年担任《Security》杂志的特邀编辑

  • 2007年起担任地理信息科学杂志《Journal of Geographic Information Sciences, now Annals of GIS》的城市管理专栏编辑

  • 2009年担任《GeoJournal》杂志的特邀编辑




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