Deep learning in modeling urban growth dynamics: a systematic literature review.

Xintao Liu https://orcid.org/0000-0002-7323-9878 https://www.wikidata.org/entity/Q96249559

Farasath Hasan Jian Liu Xintao Liu Deep learning in modeling urban growth dynamics: a systematic literature review. 2026 107000 202 Environ. Model. Softw. https://doi.org/10.1016/j.envsoft.2026.107000 db/journals/envsoft/envsoft202.html#HasanLL26 streams/journals/envsoft

Yongbo Zhuang Sha Luo Qingdang Li Dianming Chu Wenjuan Bai Xintao Liu Mingyuan Fan Lv Wei Correction: Path planning of industrial robots based on the adaptive field cooperative sampling algorithm. 2026 19 Frontiers Neurorobotics https://doi.org/10.3389/fnbot.2025.1754834 db/journals/finr/finr19.html#ZhuangLLCBLFW26 streams/journals/finr

Farasath Hasan Jian Liu Xintao Liu A novel attention-enhanced residual ConvLSTM framework for spatiotemporal urban expansion modeling. 2026 June 15 30 GeoInformatica 1 https://doi.org/10.1007/s10707-026-00573-3 db/journals/geoinformatica/geoinformatica30.html#HasanLL26 streams/journals/geoinformatica

Xinyue Gu Yan Mao Xintao Liu Urban flood risk assessment and evacuation planning: a bi-level optimization model for sustainable high-density coastal areas. 15-27 2025 January 31 Ann. GIS 1 https://doi.org/10.1080/19475683.2025.2451236 db/journals/agis/agis31.html#GuML25 streams/journals/agis

Weihua Huan Songnian Li Xintao Liu Hangbin Wu Mi Diao Hao Li 0019 Asher Yair Grinberger Haobing Liu 0006 Chun Liu 0003 Wei Huang 0014 Correlation and causality between traffic congestion and the built environment: a case study in New York city. 2025 December 18 Int. J. Digit. Earth 2 https://doi.org/10.1080/17538947.2025.2548377 db/journals/digearth/digearth18.html#HuanLLWDLGLLH25 streams/journals/digearth

Farasath Hasan Xintao Liu Advancing urban expansion modeling with a hybrid TRANSGAN deep learning approach. 106693 2025 194 Environ. Model. Softw. https://doi.org/10.1016/j.envsoft.2025.106693 db/journals/envsoft/envsoft194.html#HasanL25 streams/journals/envsoft

Yongbo Zhuang Sha Luo Qingdang Li Dianming Chu Wenjuan Bai Xintao Liu Mingyuan Fan Lv Wei Path planning of industrial robots based on the adaptive field cooperative sampling algorithm. 2025 19 Frontiers Neurorobotics https://doi.org/10.3389/fnbot.2025.1574044 db/journals/finr/finr19.html#ZhuangLLCBLFW25 streams/journals/finr

Ketong Shen Jian Liu Xintao Liu Understanding the Impact of Street Environments on Traffic Crash Risk from the Perspective of Aging People: An Interpretable Machine Learning Approach. 248 2025 14 ISPRS Int. J. Geo Inf. 7 https://doi.org/10.3390/ijgi14070248 db/journals/ijgi/ijgi14.html#ShenLL25 streams/journals/ijgi

Ahmad M. Senousi Wael Ahmed Xintao Liu Walid Darwish Automated Digitization Approach for Road Intersections Mapping: Leveraging Azimuth and Curve Detection from Geo-Spatial Data. 264 2025 14 ISPRS Int. J. Geo Inf. 7 https://doi.org/10.3390/ijgi14070264 db/journals/ijgi/ijgi14.html#SenousiALD25 streams/journals/ijgi

Deqing Liu Zhonggang Xiong Zhong Liu Mengyi Li Shunjie Zhou Jiabao Li Xintao Liu Xingyu Zhou Trajectory Tracking Closed-Loop Cooperative Control of Manipulator Neural Network and Terminal Sliding Model. 1319 2025 17 Symmetry 8 https://doi.org/10.3390/sym17081319 db/journals/symmetry/symmetry17.html#LiuXLLZLLZ25 streams/journals/symmetry

Farasath Hasan Jian Liu Xintao Liu Hybrid CA -Deep Learning Model for 3D Urban Growth Simulation. 2025 29 Trans. GIS 7 https://doi.org/10.1111/tgis.70139 db/journals/tgis/tgis29.html#HasanLL25 streams/journals/tgis

Ying Na Xintao Liu Spatio-Temporal Dynamics of China's Researcher Mobility Network, 1968-2020. 2025 29 Trans. GIS 7 https://doi.org/10.1111/tgis.70133 db/journals/tgis/tgis29.html#NaL25 streams/journals/tgis

Zhuang Li Jing Tao Xintao Liu Dahua Shou 0001 LCwmcaR: Learning Cross-Window Cross-Modality Correlation-Aware Representation for Human Activity Recognition. 17914-17928 2025 October 36 IEEE Trans. Neural Networks Learn. Syst. 10 https://doi.org/10.1109/TNNLS.2025.3581226 db/journals/tnn/tnn36.html#LiTLS25 streams/journals/tnn

Haotian Wang Zidong Yu Xintao Liu Deciphering Urban Soundscapes: A study of sensory experiences at Hong Kong Victoria harbour waterfronts using social media. 102307 2025 120 Comput. Environ. Urban Syst. https://doi.org/10.1016/j.compenvurbsys.2025.102307 db/journals/urban/urban120.html#WangYL25 streams/journals/urban

Luoan Yang Wei Huang 0014 Xintao Liu Wanglin Yan Wheelchair accessibility to public facilities via transits and analysis of delay factors - A case study of Shanghai, China. 102331 2025 121 Comput. Environ. Urban Syst. https://doi.org/10.1016/j.compenvurbsys.2025.102331 db/journals/urban/urban121.html#YangHLY25 streams/journals/urban

Xintao Liu Yan Gao Changqing Zhan Qiao Wang Yu Zhang Yi He Hongyan Quan Directional latent space representation for medical image segmentation. 3095-3107 2025 March 41 Vis. Comput. 5 https://doi.org/10.1007/s00371-024-03589-8 db/journals/vc/vc41.html#LiuGZWZHQ25 streams/journals/vc

Weihua Huan Xintao Liu Wei Huang 0014 A Modularity-Driven Framework for Unraveling Congestion Centers with Enhanced Spatial-Semantic Features. 7:1-7:11 2025 GIScience https://doi.org/10.4230/LIPIcs.GIScience.2025.7 conf/giscience/2025 db/conf/giscience/giscience2025.html#HuanL025

Weihua Huan Kaizhen Tan Xintao Liu Shoujun Jia Shijun Lu Jing Zhang 0124 Wei Huang 0014 A Spatiotemporal Adaptive Local Search Method for Tracking Congestion Propagation in Dynamic Networks. 2025 September abs/2509.06099 CoRR https://doi.org/10.48550/arXiv.2509.06099 db/journals/corr/corr2509.html#abs-2509-06099 streams/journals/corr

Siqin Wang Xiao Huang 0003 Pengyuan Liu 0002 Mengxi Zhang Filip Biljecki Tao Hu 0004 Xiaokang Fu Lingbo Liu Xintao Liu Ruomei Wang Yuanyuan Huang Jingjing Yan Jinghan Jiang Michaelmary Chukwu Seyed Reza Naghedi Moein Hemmati Yaxiong Shao Nan Jia Zhiyang Xiao Tian Tian Yaxin Hu 0003 Lixiaona Yu Winston Yap Edgardo Macatulad Zhuo Chen Yunhe Cui Koichi Ito 0004 Mengbi Ye Zicheng Fan Binyu Lei Shuming Bao Mapping the landscape and roadmap of geospatial artificial intelligence (GeoAI) in quantitative human geography: An extensive systematic review. 103734 2024 128 Int. J. Appl. Earth Obs. Geoinformation https://doi.org/10.1016/j.jag.2024.103734 db/journals/aeog/aeog128.html#Wang0LZB0FLLWHY24

Minglei Liao Mei-Po Kwan Xintao Liu Exploration of human activity fragmentation in cyber and physical spaces using massive mobile phone data. 417-434 2024 October 30 Ann. GIS 4 https://doi.org/10.1080/19475683.2024.2341704 db/journals/agis/agis30.html#LiaoKL24 streams/journals/agis

Dejia Cai Kun Yang Xintao Liu Jiahong Xu Yao Ran Yang Xu Xiaowei Zhou Suppressing the HIFU interference in ultrasound guiding images with a diffusion-based deep learning model. 108304 2024 254 Comput. Methods Programs Biomed. https://doi.org/10.1016/j.cmpb.2024.108304 db/journals/cmpb/cmpb254.html#CaiYLXRXZ24 streams/journals/cmpb

Minglei Liao Xintao Liu Tao Jia 0002 Characterizing temporally fragmented human activity networks in cyber space using uniform resource locator (URL) data. 2024 December 17 Int. J. Digit. Earth 1 https://doi.org/10.1080/17538947.2023.2295986 db/journals/digearth/digearth17.html#LiaoLJ24 streams/journals/digearth

Zijian Guo 0004 Xintao Liu How artificial intelligence cooperating with agent-based modeling for urban studies: A systematic review. 654-674 2024 May 28 Trans. GIS 3 https://doi.org/10.1111/tgis.13152 db/journals/tgis/tgis28.html#GuoL24

Kai-Wing Tai Minglei Liao Xintao Liu Exploring the Convergence of Cyber-Physical Space: Multidimensional Modeling of Overtourism Interactions. 2425-2444 2024 November 28 Trans. GIS 7 https://doi.org/10.1111/tgis.13245 db/journals/tgis/tgis28.html#TaiLL24 streams/journals/tgis

Yanqun Su Weiguo Lin Junfeng Xu Xintao Liu Multi-scale Feature Learning with Graph Attention Network for Face Forgery Detection. 1-8 2024 IJCNN https://doi.org/10.1109/IJCNN60899.2024.10650192 conf/ijcnn/2024 db/conf/ijcnn/ijcnn2024.html#SuLXL24 streams/conf/ijcnn

Fengyuan Zhang Wenzhong Shi Min Chen 0008 Wei Huang 0014 Xintao Liu Open HD map service model: an interoperable high-Definition map data model for autonomous driving. 2089-2110 2023 December 16 Int. J. Digit. Earth 1 https://doi.org/10.1080/17538947.2023.2220615 db/journals/digearth/digearth16.html#ZhangSCHL23a

Wenqian Shang Xintao Liu Miaoran Song On-Chain Video Copy Detection Based on Swin-Transformer and Deep Hashing. 60-74 2023 December 11 Int. J. Networked Distributed Comput. 2 https://doi.org/10.1007/s44227-023-00010-z db/journals/ijndc/ijndc11.html#ShangLS23

Zhiwei Xie 0003 Mingliang Yuan Fengyuan Zhang Min Chen 0008 Jiaqiang Shan Lishuang Sun Xintao Liu Using Remote Sensing Data and Graph Theory to Identify Polycentric Urban Structure. 1-5 2023 20 IEEE Geosci. Remote. Sens. Lett. https://doi.org/10.1109/lgrs.2023.3235943 db/journals/lgrs/lgrs20.html#XieYZCSSL23

Ho-Yin Chan Yingying Xu Anthony Chen Xintao Liu Kason Ka Ching Cheung Drawing metro maps in concentric circles: A designer-in-the-loop approach with visual examples. 703-729 2023 May 27 Trans. GIS 3 https://doi.org/10.1111/tgis.13001 db/journals/tgis/tgis27.html#ChanXCLC23

Junwei Zhang 0007 Ahmad M. Senousi Pengxiang Zhao Stephen Law Xintao Liu Exploring 3D spatial morphology using multilayered space syntax, network science and wi-fi log data. 2023 2 Urban Inform. 1 https://doi.org/10.1007/s44212-023-00023-7 db/journals/urbaninformatics/urbaninformatics2.html#0007SZLL23

Zijian Guo 0004 Xintao Liu Pengxiang Zhao A Vector Field Approach to Estimating Environmental Exposure Using Human Activity Data. 135 2022 11 ISPRS Int. J. Geo Inf. 2 https://doi.org/10.3390/ijgi11020135 db/journals/ijgi/ijgi11.html#GuoLZ22

Xiaolin Zhu 0001 Xiaoyue Tan Minglei Liao Tianshu Liu Meng Su Shuheng Zhao Yi Nam Xu Xintao Liu Assessment of a New Fine-Resolution Nighttime Light Imagery From the Yangwang-1 ("Look up 1") Satellite. 1-5 2022 19 IEEE Geosci. Remote. Sens. Lett. https://doi.org/10.1109/LGRS.2021.3139774 db/journals/lgrs/lgrs19.html#ZhuTLLSZXL22

Runrui Liu Fei Tao 0002 Xintao Liu Jiaming Na Hongjun Leng Junjie Wu Tong Zhou 0001 RAANet: A Residual ASPP with Attention Framework for Semantic Segmentation of High-Resolution Remote Sensing Images. 3109 2022 14 Remote. Sens. 13 https://doi.org/10.3390/rs14133109 db/journals/remotesensing/remotesensing14.html#LiuTLNLWZ22

Junwei Zhang 0007 Xintao Liu Xiaoyue Tan Tao Jia 0002 Ahmad M. Senousi Jianwei Huang 0003 Ling Yin 0001 Fan Zhang 0019 Nighttime Vitality and Its Relationship to Urban Diversity: An Exploratory Analysis in Shenzhen, China. 309-322 2022 15 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2021.3130763 db/journals/staeors/staeors15.html#ZhangLTJSHYZ22

Wenzhong Shi Michael F. Goodchild Michael Batty Qingquan Li 0001 Xintao Liu Anshu Zhang Prospective for urban informatics. 2022 1 Urban Inform. 1 https://doi.org/10.1007/s44212-022-00006-0 db/journals/urbaninformatics/urbaninformatics1.html#ShiGBLLZ22

Zhigang Wang Rui Cao Xintao Liu Lei Zhang Chao Wang Influence of Multiple Interactions in Value Cocreation on Sports Spectators' Perceived Value of Sports Events. 9972225:1-9972225:12 2021 2021 Complex. https://doi.org/10.1155/2021/9972225 db/journals/complexity/complexity2021.html#WangCLZW21

Ahmad M. Senousi Junwei Zhang 0007 Wenzhong Shi Xintao Liu A Proposed Framework for Identification of Indicators to Model High-Frequency Cities. 317 2021 10 ISPRS Int. J. Geo Inf. 5 https://doi.org/10.3390/ijgi10050317 db/journals/ijgi/ijgi10.html#SenousiZSL21

Zhicheng Shi Xintao Liu Jianhui Lai Chengzhuo Tong Anshu Zhang Wenzhong Shi A Data-Driven Framework for Analyzing Spatial Distribution of the Elderly Cardholders by Using Smart Card Data. 728 2021 10 ISPRS Int. J. Geo Inf. 11 https://doi.org/10.3390/ijgi10110728 db/journals/ijgi/ijgi10.html#ShiLLTZS21

Susan Jia Xu Qian Xie 0005 Joseph Y. J. Chow Xintao Liu An Empirical Validation of Network Learning With Taxi GPS Data From Wuhan, China. 42-58 2021 13 IEEE Intell. Transp. Syst. Mag. 1 https://doi.org/10.1109/MITS.2020.3037324 db/journals/itsm/itsm13.html#XuXCL21

Mingyue Lu Xinhao Wang Xintao Liu Min Chen 0008 Shuoben Bi Yadong Zhang Tengfei Lao Web-based real-time visualization of large-scale weather radar data using 3D tiles. 25-43 2021 25 Trans. GIS 1 https://doi.org/10.1111/tgis.12638 db/journals/tgis/tgis25.html#LuWLCBZL21

Changfeng Jing Yanli Zhu Mingyi Du Xintao Liu Visualizing spatiotemporal patterns of city service demand through a space-time exploratory approach. 1766-1783 2021 25 Trans. GIS 4 https://doi.org/10.1111/tgis.12820 db/journals/tgis/tgis25.html#JingZDL21

Xintao Liu Jianwei Huang 0003 Jianhui Lai Junwei Zhang 0007 Ahmad M. Senousi Pengxiang Zhao Analysis of urban agglomeration structure through spatial network and mobile phone data. 1949-1969 2021 25 Trans. GIS 4 https://doi.org/10.1111/tgis.12755 db/journals/tgis/tgis25.html#LiuHLZSZ21

Junwei Zhang 0007 Xintao Liu Ahmad M. Senousi A multilayer mobility network approach to inferring urban structures using shared mobility and taxi data. 2840-2865 2021 25 Trans. GIS 6 https://doi.org/10.1111/tgis.12817 db/journals/tgis/tgis25.html#ZhangLS21

Hyeongmo Koo Takuya Iwanaga Barry F. W. Croke Anthony J. Jakeman Jing Yang Hsiao-Hsuan Wang Xifu Sun Guonian Lü Xin Li 0029 Tianxiang Yue Wenping Yuan Xintao Liu Min Chen 0008 Position paper: Sensitivity analysis of spatially distributed environmental models- a pragmatic framework for the exploration of uncertainty sources. 104857 2020 134 Environ. Model. Softw. https://doi.org/10.1016/j.envsoft.2020.104857 db/journals/envsoft/envsoft134.html#KooICJYWSLLYYLC20

Bin Zhao 0002 Xintao Liu Jinping Jia Genlin Ji Shengxi Tan Zhaoyuan Yu A Framework for Group Converging Pattern Mining using Spatiotemporal Trajectories. 745-776 2020 24 GeoInformatica 4 https://doi.org/10.1007/s10707-020-00404-z db/journals/geoinformatica/geoinformatica24.html#ZhaoLJJTY20

Pengxiang Zhao Xintao Liu Wenzhong Shi Tao Jia 0002 Wengen Li Min Chen 0008 An empirical study on the intra-urban goods movement patterns using logistics big data. 1089-1116 2020 34 Int. J. Geogr. Inf. Sci. 6 https://doi.org/10.1080/13658816.2018.1520236 https://www.wikidata.org/entity/Q129194912 db/journals/gis/gis34.html#ZhaoLSJLC20

Tong Zhou 0001 Xintao Liu Zhen Qian Haoxuan Chen Fei Tao 0002 Automatic Identification of the Social Functions of Areas of Interest (AOIs) Using the Standard Hour-Day-Spectrum Approach. 7 2020 9 ISPRS Int. J. Geo Inf. 1 https://doi.org/10.3390/ijgi9010007 https://www.wikidata.org/entity/Q126534583 db/journals/ijgi/ijgi9.html#ZhouLQCT20

Zhicheng Shi Lilian S. C. Pun-Cheng Xintao Liu Jianhui Lai Chengzhuo Tong Anshu Zhang Min Zhang 0032 Wenzhong Shi Analysis of the Temporal Characteristics of the Elderly Traveling by Bus Using Smart Card Data. 751 2020 9 ISPRS Int. J. Geo Inf. 12 https://doi.org/10.3390/ijgi9120751 db/journals/ijgi/ijgi9.html#ShiPLLTZZS20

Zhen Qian Xintao Liu Fei Tao 0002 Tong Zhou 0001 Identification of Urban Functional Areas by Coupling Satellite Images and Taxi GPS Trajectories. 2449 2020 12 Remote. Sens. 15 https://doi.org/10.3390/rs12152449 db/journals/remotesensing/remotesensing12.html#QianLTZ20

Yong Shi 0008 Wenzhong Shi Xintao Liu Xianjian Xiao An RSSI Classification and Tracing Algorithm to Improve Trilateration-Based Positioning. 4244 2020 20 Sensors 15 https://doi.org/10.3390/s20154244 https://www.wikidata.org/entity/Q98201559 db/journals/sensors/sensors20.html#ShiSLX20

Ying Hu Jinping Jia Bin Zhao 0002 Genlin Ji Zhaoyuan Yu Xintao Liu CPM: Mining Converging Patterns from Moving Object Trajectories in Road Networks. 203-206 2020 SIGSPATIAL/GIS https://doi.org/10.1145/3397536.3422341 https://www.wikidata.org/entity/Q130904231 conf/gis/2020 db/conf/gis/gis2020.html#HuJZJYL20

Lilian Pun Pengxiang Zhao Xintao Liu A Multiple Regression Approach for Traffic Flow Estimation. 35998-36009 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2904645 db/journals/access/access7.html#PunZL19

Tong Zhou 0001 Wenzhong Shi Xintao Liu Fei Tao 0002 Zhen Qian Ruijia Zhang A Novel Approach for Online Car-Hailing Monitoring Using Spatiotemporal Big Data. 128936-128947 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2939787 db/journals/access/access7.html#ZhouSLTQZ19

Jianwei Huang 0003 Xintao Liu Pengxiang Zhao Junwei Zhang 0007 Mei-Po Kwan Interactions between Bus, Metro, and Taxi Use before and after the Chinese Spring Festival. 445 2019 8 ISPRS Int. J. Geo Inf. 10 https://doi.org/10.3390/ijgi8100445 https://www.wikidata.org/entity/Q127104546 db/journals/ijgi/ijgi8.html#HuangLZZK19

Fangzhou Bao Xiaoyu Sun Weilan Luo Xintao Liu Genlin Ji Bin Zhao 0002 Efficient Semantic Enrichment Process for Human Trajectories in Surveillance Videos. 1-4 2019 BESC https://doi.org/10.1109/BESC48373.2019.8963491 conf/besc/2019 db/conf/besc/besc2019.html#BaoSLLJZ19

Susan Jia Xu Qian Xie 0005 Joseph Y. J. Chow Xintao Liu Empirical validation of network learning with taxi GPS data from Wuhan, China. 2019 abs/1911.03779 CoRR http://arxiv.org/abs/1911.03779 db/journals/corr/corr1911.html#abs-1911-03779

Xintao Liu Joseph Y. J. Chow Songnian Li Online monitoring of local taxi travel momentum and congestion effects using projections of taxi GPS-based vector fields. 253-274 2018 20 J. Geogr. Syst. 3 https://doi.org/10.1007/s10109-018-0273-6 db/journals/jgs/jgs20.html#LiuCL18

Jingwei Shen Min Chen 0008 Xintao Liu Classification of topological relations between spatial objects in two-dimensional space within the dimensionally extended 9-intersection model. 514-541 2018 22 Trans. GIS 2 https://doi.org/10.1111/tgis.12328 https://www.wikidata.org/entity/Q130109737 db/journals/tgis/tgis22.html#ShenCL18

Bin Zhao 0002 Genlin Ji Yu Yang Zhaoyuan Yu Xintao Liu Ningfang Mi GEDetector: Early Detection of Gathering Events Based on Cluster Containment Join in Trajectory Streams. 670-673 2018 EDBT https://doi.org/10.5441/002/edbt.2018.81 conf/edbt/2018 db/conf/edbt/edbt2018.html#ZhaoJYYLM18 Hongyan Sun Genlin Ji Bin Zhao 0002 Xintao Liu A Parallel Algorithm for Mining Time Relaxed Gradual Clustering Pattern Based on Spatio-Temporal Trajectories. 308-313 2017 CBD https://doi.org/10.1109/CBD.2017.60 https://doi.ieeecomputersociety.org/10.1109/CBD.2017.60 conf/cbd/2017 db/conf/cbd/cbd2017.html#SunJZL17

Xintao Liu Shahram Sattar Songnian Li Towards an Automatic Ice Navigation Support System in the Arctic Sea. 2016 5 ISPRS Int. J. Geo Inf. 3 https://doi.org/10.3390/ijgi5030036 db/journals/ijgi/ijgi5.html#LiuSL16 36

Matthew J. Harvey Xintao Liu Joseph Y. J. Chow A tablet-based surrogate system architecture for "in-situ" evaluation of cyber-physical transport technologies. 79-91 2016 8 IEEE Intell. Transp. Syst. Mag. 4 https://doi.org/10.1109/MITS.2016.2562126 db/journals/itsm/itsm8.html#HarveyLC16

Xintao Liu Songnian Li Wei Huang 0014 Jun Gong Designing sea ice web APIs for ice information services. 483-497 2015 8 Earth Sci. Informatics 3 https://doi.org/10.1007/s12145-015-0207-5 https://www.wikidata.org/entity/Q126282729 db/journals/esi/esi8.html#LiuLHG15

Wei Huang 0014 Songnian Li Xintao Liu Yifang Ban Predicting human mobility with activity changes. 1569-1587 2015 29 Int. J. Geogr. Inf. Sci. 9 https://doi.org/10.1080/13658816.2015.1033421 db/journals/gis/gis29.html#HuangLLB15

Shengnan Ke Jun Gong Songnian Li Qing Zhu 0012 Xintao Liu Yeting Zhang A Hybrid Spatio-Temporal Data Indexing Method for Trajectory Databases. 12990-13005 2014 14 Sensors 7 https://doi.org/10.3390/s140712990 https://www.wikidata.org/entity/Q30837915 db/journals/sensors/sensors14.html#KeGLZLZ14

Xintao Liu Yifang Ban Uncovering Spatio-Temporal Cluster Patterns Using Massive Floating Car Data. 371-384 2013 2 ISPRS Int. J. Geo Inf. 2 https://doi.org/10.3390/ijgi2020371 db/journals/ijgi/ijgi2.html#LiuB13

Xintao Liu The Principle of Scaling of Geographic Space and its Application in Urban Studies. 2012 Royal Institute of Technology, Stockholm, Sweden https://nbn-resolving.org/urn:nbn:se:kth:diva-90832 https://www.base-search.net/Record/adf6b01a30cc73bcc6b02962764229bab7ed5fd18e857f56ead1dba2ebbf7d68 base-search.net (ftkthstockholm:oai:DiVA.org:kth-90832)

Bin Jiang 0004 Xintao Liu Scaling of geographic space from the perspective of city and field blocks and using volunteered geographic information. 215-229 2012 26 Int. J. Geogr. Inf. Sci. 2 https://doi.org/10.1080/13658816.2011.575074 https://www.wikidata.org/entity/Q73168251 db/journals/gis/gis26.html#JiangL12

Xintao Liu Bin Jiang 0004 Defining and generating axial lines from street center lines for better understanding of urban morphologies. 1521-1532 2012 26 Int. J. Geogr. Inf. Sci. 8 https://doi.org/10.1080/13658816.2011.643800 db/journals/gis/gis26.html#LiuJ12

Bin Jiang 0004 Xintao Liu Computing the fewest-turn map directions based on the connectivity of natural roads. 1069-1082 2011 25 Int. J. Geogr. Inf. Sci. 7 https://doi.org/10.1080/13658816.2010.510799 db/journals/gis/gis25.html#JiangL11

Bin Jiang 0004 Xintao Liu Automatic generation of the axial lines of urban environments to capture what we perceive. 545-558 2010 24 Int. J. Geogr. Inf. Sci. 4 https://doi.org/10.1080/13658810902950351 db/journals/gis/gis24.html#JiangL10

Bin Jiang 0004 Xintao Liu Computing the Fewest-turn Map Directions based on the Connectivity of Natural Roads http://arxiv.org/abs/1003.3536 2010 CoRR abs/1003.3536 db/journals/corr/corr1003.html#abs-1003-3536

Xintao Liu Bin Jiang 0004 Defining and Generating Axial Lines from Street Center Lines for better Understanding of Urban Morphologies http://arxiv.org/abs/1009.5249 2010 CoRR abs/1009.5249 db/journals/corr/corr1009.html#abs-1009-5249

Bin Jiang 0004 Xintao Liu AxialGen: A Research Prototype for Automatically Generating the Axial Map http://arxiv.org/abs/0902.0465 2009 CoRR abs/0902.0465 db/journals/corr/corr0902.html#abs-0902-0465

Bin Jiang 0004 Xintao Liu Automatic Generation of the Axial Lines of Urban Environments to Capture What We Perceive http://arxiv.org/abs/0811.4489 2008 CoRR abs/0811.4489 db/journals/corr/corr0811.html#abs-0811-4489

Wael Ahmed Wenjuan Bai Yifang Ban Fangzhou Bao Shuming Bao Michael Batty Shuoben Bi Filip Biljecki Dejia Cai Rui Cao Ho-Yin Chan Anthony Chen Haoxuan Chen Min Chen 0008 Zhuo Chen Kason Ka Ching Cheung Joseph Chow 0001Joseph Y. J. Chow Dianming Chu Michaelmary Chukwu Barry F. W. Croke Yunhe Cui Walid Darwish Mi Diao Mingyi Du Mingyuan Fan Zicheng Fan Xiaokang Fu Yan Gao Jun Gong Michael F. Goodchild Asher Yair Grinberger Xinyue Gu Zijian Guo 0004 Matt J. HarveyMatthew J. Harvey Farasath Hasan Yi He Moein Hemmati Tao Hu 0004 Yaxin Hu 0003 Ying Hu Weihua Huan Jianwei Huang 0003 Wei Huang 0014 Xiao Huang 0003 Yuanyuan Huang Koichi Ito 0004 Takuya Iwanaga Anthony J. Jakeman Genlin Ji Jinping Jia Nan Jia Shoujun Jia Tao Jia 0002 Bin Jiang 0004 Jinghan Jiang Changfeng Jing Shengnan Ke Hyeongmo Koo Mei-Po Kwan Jianhui Lai Tengfei Lao Stephen Law Binyu Lei Hongjun Leng Hao Li 0019 Jiabao Li Mengyi Li Qingdang Li Qingquan Li 0001 Songnian Li Wengen Li Xin Li 0029 Zhuang Li Minglei Liao Weiguo Lin Chun Liu 0003 Deqing Liu Haobing Liu 0006 Jian Liu Lingbo Liu Pengyuan Liu 0002 Runrui Liu Tianshu Liu Zhong Liu Mingyue Lu Shijun Lu Sha Luo Weilan Luo Guonian LvGuonian Lü Edgardo Macatulad Yan Mao Ningfang Mi Jiaming Na Ying Na Seyed Reza Naghedi Lilian Pun Lilian S. C. Pun-Cheng Zhen Qian Hongyan Quan Yao Ran Shahram Sattar Ahmad M. Senousi Jiaqiang Shan Wenqian Shang Yaxiong Shao Jingwei Shen Ketong Shen Wenzhong Shi Yong Shi 0008 Zhicheng Shi Dahua Shou 0001 Miaoran Song Meng Su Yanqun Su Hongyan Sun Lishuang Sun Xiaoyu Sun Xifu Sun Kai-Wing Tai Kaizhen Tan Shengxi Tan Xiaoyue Tan Fei Tao 0002 Jing Tao Tian Tian Chengzhuo Tong Chao Wang Haotian Wang Hsiao-Hsuan Wang Qiao Wang Ruomei Wang Siqin Wang Xinhao Wang Zhigang Wang Lv Wei Hangbin Wu Junjie Wu Xianjian Xiao Zhiyang Xiao Qian Xie 0005 Zhiwei Xie 0003 Zhonggang Xiong Jiahong Xu Junfeng Xu Susan Jia Xu Yang Xu Yi Nam Xu Yingying Xu Jingjing Yan Wanglin Yan Jing Yang Kun Yang Luoan Yang Yu Yang Winston Yap Mengbi Ye Ling Yin 0001 Lixiaona Yu Zhaoyuan Yu Zidong Yu Mingliang Yuan Wenping Yuan Tianxiang Yue Changqing Zhan An-Shu ZhangAnshu Zhang Fan Zhang 0019 Fengyuan Zhang Jing Zhang 0124 Junwei Zhang 0007 Lei Zhang Mengxi Zhang Min Zhang 0032 Ruijia Zhang Yadong Zhang Yeting Zhang Yu Zhang Bin Zhao 0002 Pengxiang Zhao Shuheng Zhao Shunjie Zhou Tong Zhou 0001 Xiaowei Zhou Xingyu Zhou Qing Zhu 0012 Xiaolin Zhu 0001 Yanli Zhu Yongbo Zhuang