2,152
Views
41
CrossRef citations to date
0
Altmetric
Research Article

Inferring spatial interaction patterns from sequential snapshots of spatial distributions

ORCID Icon, , , & ORCID Icon
Pages 783-805 | Received 05 Jul 2017, Accepted 30 Nov 2017, Published online: 12 Dec 2017

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (9)

Sheng Hu, Song Gao, Wei Luo, Liang Wu, Tianqi Li, Yongyang Xu & Ziwei Zhang. (2023) Revealing intra-urban hierarchical spatial structure through representation learning by combining road network abstraction model and taxi trajectory data. Annals of GIS 29:4, pages 499-516.
Read now
Qingli Shi, Li Zhuo, Haiyan Tao & Qiuping Li. (2022) Mining hourly population dynamics by activity type based on decomposition of sequential snapshot data. International Journal of Digital Earth 15:1, pages 1395-1416.
Read now
Nuozhou Shen, Haiping Zhang, Haoran Wang, Xuanhong Zhou, Lei Zhou & Guo’An Tang. (2022) Toward multi-granularity spatiotemporal simulation modeling of crowd movement for dynamic assessment of tourist carrying capacity. GIScience & Remote Sensing 59:1, pages 1857-1881.
Read now
Mingxiao Li, Song Gao, Feng Lu, Kang Liu, Hengcai Zhang & Wei Tu. (2021) Prediction of human activity intensity using the interactions in physical and social spaces through graph convolutional networks. International Journal of Geographical Information Science 35:12, pages 2489-2516.
Read now
Zhewei Liu, Anshu Zhang, Yepeng Yao, Wenzhong Shi, Xiao Huang & Xiaoqi Shen. (2021) Analysis of the performance and robustness of methods to detect base locations of individuals with geo-tagged social media data. International Journal of Geographical Information Science 35:3, pages 609-627.
Read now
Yibin Ren, Huanfa Chen, Yong Han, Tao Cheng, Yang Zhang & Ge Chen. (2020) A hybrid integrated deep learning model for the prediction of citywide spatio-temporal flow volumes. International Journal of Geographical Information Science 34:4, pages 802-823.
Read now
Di Zhu, Ximeng Cheng, Fan Zhang, Xin Yao, Yong Gao & Yu Liu. (2020) Spatial interpolation using conditional generative adversarial neural networks. International Journal of Geographical Information Science 34:4, pages 735-758.
Read now
Anahid Basiri, Muki Haklay, Giles Foody & Peter Mooney. (2019) Crowdsourced geospatial data quality: challenges and future directions. International Journal of Geographical Information Science 33:8, pages 1588-1593.
Read now
Jinyao Lin, Zhifeng Wu & Xia Li. (2019) Measuring inter-city connectivity in an urban agglomeration based on multi-source data. International Journal of Geographical Information Science 33:5, pages 1062-1081.
Read now

Articles from other publishers (32)

Yi Wang & Di Zhu. (2024) A hypergraph-based hybrid graph convolutional network for intracity human activity intensity prediction and geographic relationship interpretation. Information Fusion 104, pages 102149.
Crossref
Wanshu Wu, Yuting Dang, Kai Zhao, Zeping Chen & Xinyi Niu. (2023) Spatial nonlinear effects of urban vitality under the constraints of development intensity and functional diversity. Alexandria Engineering Journal 77, pages 645-656.
Crossref
Ju Peng, Huimin Liu, Jianbo Tang, Cheng Peng, Xuexi Yang, Min Deng & Yiyuan Xu. (2023) Exploring Crowd Travel Demands Based on the Characteristics of Spatiotemporal Interaction between Urban Functional Zones. ISPRS International Journal of Geo-Information 12:6, pages 225.
Crossref
Bo‐Cheng Lin & Ta‐Chien Chan. (2022) Visualizing population mobility from spatiotemporally aggregated mobile phone data via a 3D gradient approach . Transactions in GIS 27:1, pages 40-56.
Crossref
Mengjie Zhou, Mengjie Yang & Zhe Chen. (2023) Flow colocation quotient: Measuring bivariate spatial association for flow data. Computers, Environment and Urban Systems 99, pages 101916.
Crossref
Xuefeng Guan, Weiran Xing, Jingbo Li & Huayi Wu. (2023) HGAT-VCA: Integrating high-order graph attention network with vector cellular automata for urban growth simulation. Computers, Environment and Urban Systems 99, pages 101900.
Crossref
Yimeng Song, Yong Xu, Bin Chen, Qingqing He, Ying Tu, Fei Wang & Jixuan Cai. (2022) Dynamic population mapping with AutoGluon. Urban Informatics 1:1.
Crossref
Mingxiao Li, Song Gao, Peiyuan Qiu, Wei Tu, Feng Lu, Tianhong Zhao & Qingquan Li. (2022) Fine-grained crowd distribution forecasting with multi-order spatial interactions using mobile phone data. Transportation Research Part C: Emerging Technologies 144, pages 103908.
Crossref
Yan Zhang, Xiang Zheng, Marco Helbich, Nengcheng Chen & Zeqiang Chen. (2022) City2vec: Urban knowledge discovery based on population mobile network. Sustainable Cities and Society 85, pages 104000.
Crossref
Wendong Chen, Xuewu Chen, Long Cheng, Xize Liu & Jingxu Chen. (2022) Delineating borders of urban activity zones with free-floating bike sharing spatial interaction network. Journal of Transport Geography 104, pages 103442.
Crossref
Lintao Yang, Yashu Zhu, Qikai Mei, Yuanyuan Zeng & Hao Jiang. (2022) Individual Differentiated Multidimensional Hawkes Model: Uncovering Urban Spatial Interaction Using Mobile-Phone Data. IEEE Transactions on Intelligent Transportation Systems 23:7, pages 7987-7997.
Crossref
Haiping Zhang, Xingxing Zhou, Guoan Tang, Xueying Zhang, Jing Qin & Liyang Xiong. (2021) Detecting Colocation Flow Patterns in the Geographical Interaction Data. Geographical Analysis 54:1, pages 84-103.
Crossref
Xin Yao, Yong Gao, Di Zhu, Ed Manley, Jiaoe Wang & Yu Liu. (2021) Spatial Origin-Destination Flow Imputation Using Graph Convolutional Networks. IEEE Transactions on Intelligent Transportation Systems 22:12, pages 7474-7484.
Crossref
Jing Li, Wenyue Guo, Haiyan Liu, Xin Chen, Anzhu Yu & Jia Li. (2021) Predicting User Activity Intensity Using Geographic Interactions Based on Social Media Check-In Data. ISPRS International Journal of Geo-Information 10:8, pages 555.
Crossref
Di Zhu, Xinyue Ye & Steven Manson. (2021) Revealing the spatial shifting pattern of COVID-19 pandemic in the United States. Scientific Reports 11:1.
Crossref
Yong Han, Tongxin Peng, Cheng Wang, Zhihao Zhang & Ge Chen. (2021) A Hybrid GLM Model for Predicting Citywide Spatio-Temporal Metro Passenger Flow. ISPRS International Journal of Geo-Information 10:4, pages 222.
Crossref
Li Yan, Xingfen Tang & Yi Zhang. (2021) High Accuracy Interpolation of DEM Using Generative Adversarial Network. Remote Sensing 13:4, pages 676.
Crossref
Jiale Qian, Zhang Liu, Yunyan Du, Nan Wang, Jiawei Yi, Yeran Sun, Ting Ma, Tao Pei & Chenghu Zhou. 2021. Mapping COVID-19 in Space and Time. Mapping COVID-19 in Space and Time 169 188 .
Shiran Zhong & Ling Bian. (2020) What drives disease flows between locations?. Transactions in GIS 24:6, pages 1740-1755.
Crossref
Disheng Yi, Yusi Liu, Jiahui Qin & Jing Zhang. (2020) Identifying Urban Traveling Hotspots Using an Interaction-Based Spatio-Temporal Data Field and Trajectory Data: A Case Study within the Sixth Ring Road of Beijing. Sustainability 12:22, pages 9662.
Crossref
Xinxin Zhou, Zhaoyuan Yu, Linwang Yuan, Lei Wang & Changbin Wu. (2020) Measuring Accessibility of Healthcare Facilities for Populations with Multiple Transportation Modes Considering Residential Transportation Mode Choice. ISPRS International Journal of Geo-Information 9:6, pages 394.
Crossref
Zhen Yang, Weijun Gao, Xueyuan Zhao, Chibiao Hao & Xudong Xie. (2020) Spatiotemporal Patterns of Population Mobility and Its Determinants in Chinese Cities Based on Travel Big Data. Sustainability 12:10, pages 4012.
Crossref
Ruiyun Li, Sen Pei, Bin Chen, Yimeng Song, Tao ZhangWan Yang & Jeffrey Shaman. (2020) Substantial undocumented infection facilitates the rapid dissemination of novel coronavirus (SARS-CoV-2). Science 368:6490, pages 489-493.
Crossref
Alessandro Alla, Caterina Balzotti, Maya Briani & Emiliano Cristiani. (2020) Understanding Mass Transfer Directions via Data-Driven Models with Application to Mobile Phone Data. SIAM Journal on Applied Dynamical Systems 19:2, pages 1372-1391.
Crossref
Xiang & Wu. (2019) Tree-Based and Optimum Cut-Based Origin-Destination Flow Clustering. ISPRS International Journal of Geo-Information 8:11, pages 477.
Crossref
Ling Cai, Jun Xu, Ju Liu, Ting Ma, Tao Pei & Chenghu Zhou. (2019) Sensing multiple semantics of urban space from crowdsourcing positioning data. Cities 93, pages 31-42.
Crossref
Yuxia Wang, Lei Dong, Ye Liu, Zhou Huang & Yu Liu. (2019) Migration patterns in China extracted from mobile positioning data. Habitat International 86, pages 71-80.
Crossref
Kang Liu, Song Gao & Feng Lu. (2019) Identifying spatial interaction patterns of vehicle movements on urban road networks by topic modelling. Computers, Environment and Urban Systems 74, pages 50-61.
Crossref
Ting Ma, Zhan Yin & Alicia Zhou. (2018) Delineating Spatial Patterns in Human Settlements Using VIIRS Nighttime Light Data: A Watershed-Based Partition Approach. Remote Sensing 10:3, pages 465.
Crossref
Shiliang Zhang, Di Zhu, Xin Yao, Ximeng Cheng, Huagui He & Yu Liu. (2018) The Scale Effect on Spatial Interaction Patterns: An Empirical Study Using Taxi O-D data of Beijing and Shanghai. IEEE Access 6, pages 51994-52003.
Crossref
Xin Yao, Di Zhu, Yong Gao, Lun Wu, Pengcheng Zhang & Yu Liu. (2018) A Stepwise Spatio-Temporal Flow Clustering Method for Discovering Mobility Trends. IEEE Access 6, pages 44666-44675.
Crossref
Caterina Balzotti, Andrea Bragagnini, Maya Briani & Emiliano Cristiani. (2018) Understanding Human Mobility Flows from Aggregated Mobile Phone Data. IFAC-PapersOnLine 51:9, pages 25-30.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.