【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. Sustainability, 11(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 Climatology, 39(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 International, 78, 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. Sustainability, 10(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 Systems, 71, 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 Environment, 622, 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 Sensing, 10(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 geography, 89, 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 delinquency, 54(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*等. 城市入室盗窃犯罪的多尺度时空格局分析—基于中国H市DP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——以ZG市ZH半岛为例[J]. 地理学院, 2017, 72(2):341-335.
[48] 龙冬平, 柳林*, 周素红,等. 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*,等. 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:以H市为例[J]. 地理科学, 2017, 37(6):885-894.
[52] 付子圣, 李秋萍, 柳林*,等. 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,等. 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