External Links

    Journal: International Journal of Geographical Information Science

    Volume 37, Issue 9

    1909 -- 1935Yatao Zhang, Tianhong Zhao, Song Gao 0001, Martin Raubal. Incorporating multimodal context information into traffic speed forecasting through graph deep learning
    1936 -- 1969Zilong Zhao, Luliang Tang, Mengyuan Fang, Xue Yang 0002, Chaokui Li, Qingquan Li. Toward urban traffic scenarios and more: a spatio-temporal analysis empowered low-rank tensor completion method for data imputation
    1970 -- 1997Yuhang Gu, Menno-Jan Kraak, Yuri Engelhardt, Franz-Benjamin Mocnik. A classification scheme for static origin-destination data visualizations
    1998 -- 2019Shengwen Li, Wanchen Yang, Suzhen Huang, Renyao Chen, Xuyang Cheng, Shunping Zhou, Junfang Gong, Haoyue Qian, Fang Fang 0008. A hierarchical constraint-based graph neural network for imputing urban area data
    2020 -- 2042Rafael G. Ramos, Marluce da Cruz Scarabello, Wanderson S. Costa, Pedro Ribeiro de Andrade Neto, Aline C. Soterroni, Fernando Manuel Ramos. A mathematical programming approach for downscaling multi-layered multi-constraint land-use models
    2043 -- 2066Huan Gao, Xuantong Peng, Qingfeng Guan 0001, Jingyi Wang, Ziqi Liu, Xue Yang, Wen Zeng. mcRPL: a general purpose parallel raster processing library on distributed heterogeneous architectures
    2067 -- 2100Matt Duckham, Jelena Gabela, Allison Kealy, Ross Kyprianou, Jonathan Legg, Bill Moran 0001, Shakila Khan Rumi, Flora D. Salim, Yaguang Tao, Maria Vasardani. Qualitative spatial reasoning with uncertain evidence using Markov logic networks

    Volume 37, Issue 8

    1693 -- 1727Bi Yu Chen, Yu-Bo Luo, Yu Zhang 0019, Tao Jia 0002, Hui-Ping Chen, Jianya Gong, Qingquan Li. Efficient and scalable DBSCAN framework for clustering continuous trajectories in road networks
    1728 -- 1764Katherine A. Mistick, Michael J. Campbell, Matthew P. Thompson, Philip E. Dennison. Using airborne lidar and machine learning to predict visibility across diverse vegetation and terrain conditions
    1765 -- 1786Jonathan J. Huck, J. Duncan Whyatt, Gemma Davies, John Dixon, Brendan Sturgeon, Bree Hocking, Colin Tredoux, Neil Jarman, Dominic Bryan. Fuzzy Bayesian inference for mapping vague and place-based regions: a case study of sectarian territory
    1787 -- 1817Jie Yang, Qiliang Liu, Min Deng. Spatial hotspot detection in the presence of global spatial autocorrelation
    1818 -- 1839Daisuke Murakami, Narumasa Tsutsumida, Takahiro Yoshida, Tomoki Nakaya, Binbin Lu, Paul Harris 0002. A linearization for stable and fast geographically weighted Poisson regression
    1840 -- 1871Vicente Tang, Marco Painho. Content-location relationships: a framework to explore correlations between space-based and place-based user-generated content
    1872 -- 1907Hangbin Wu, Shengke Huang, Chen Fu, Shan Xu, Junhua Wang, Wei Huang 0014, Chun Liu 0003. Online map-matching assisted by object-based classification of driving scenario

    Volume 37, Issue 7

    1449 -- 1469Zehua Zhang, Yongze Song, Peng Luo, Peng Wu 0011. Geocomplexity explains spatial errors
    1470 -- 1495Anahid Basiri, Terence Lines, Miguel Fidel Pereira. Scalable 3D mapping of cities using computer vision and signals of opportunity
    1496 -- 1519Xiaoya Ma, Xiaoyu Zhang, Xiang Zhao. Service coverage optimization for facility location: considering line-of-sight coverage in continuous demand space
    1520 -- 1554Tomás Bayer, Ivana Kolingerová, Marek Celonk, Jakub Lysák. Simplification of contour lines, based on axial splines, with high-quality results
    1555 -- 1581Tianhong Zhao, Zhengdong Huang, Wei Tu, Filip Biljecki, Long Chen 0005. Developing a multiview spatiotemporal model based on deep graph neural networks to predict the travel demand by bus
    1582 -- 1614Yu Su, Yanfei Zhong, Yinhe Liu, Zhendong Zheng. A graph-based framework to integrate semantic object/land-use relationships for urban land-use mapping with case studies of Chinese cities
    1615 -- 1639Xiaorui Yan, Tao Pei, Hua Shu, Ci Song, Mingbo Wu, Zidong Fang, Jie Chen 0077. Spatiotemporal Flow L-function: a new method for identifying spatiotemporal clusters in geographical flow data
    1640 -- 1666Filip Juricev-Martincev, Bernadette Giuffrida, M. Helen Thompson, Gentry White. A novel hierarchical aggregation algorithm for optimal repartitioning of statistical regions
    1667 -- 1691Cyrill Delfgou, Nikolaos Bakogiannis, Patrick Laube. Uncertainty analysis of geodata derived from digital map processing

    Volume 37, Issue 6

    1209 -- 1235Jingyi He, Ye Wei, Bailang Yu. Geographically weighted regression based on a network weight matrix: a case study using urbanization driving force data in China
    1236 -- 1263Haoran Zeng, Haijun Wang, Bin Zhang, Quan Wang. A methodology to quantify the neighborhood decay effect of urban cellular automata models
    1264 -- 1287Hiroyuki Usui. Simulation of urban perforation after random vacant plot generation: application of the thinning point process
    1288 -- 1314Laëtitia Viau, Arnaud Sallaberry, Nancy Rodriguez 0001, Jean-François Girres, Pascal Poncelet. Polygon vector map distortion for increasing the readability of one-to-many flow maps
    1315 -- 1337Shuang Yao, Wenying Du, Nengcheng Chen, Chao Wang 0010, Zeqiang Chen. An integrated process-based framework for flood phase segmentation and assessment
    1338 -- 1364Matthias Weigand, Simon Worbis, Marta Sapena, Hannes Taubenböck. A structural catalogue of the settlement morphology in refugee and IDP camps
    1365 -- 1387Seonga Cho, Alan T. Murray, Somayeh Dodge, Jiwon Baik. Improving locational decision making: a heuristic that optimizes access and coverage
    1388 -- 1419Thiago Borges de Oliveira, Fábio M. Costa, Les R. Foulds, Humberto J. Longo. Scheduling distributed multiway spatial join queries: optimization models and algorithms
    1420 -- 1448Yao Yao 0004, Siqi Lei, Zijin Guo, Yuanyuan Li, Shuliang Ren, Zhihang Liu, Qingfeng Guan 0001, Peng Luo. Fast optimization for large scale logistics in complex urban systems using the hybrid sparrow search algorithm

    Volume 37, Issue 5

    963 -- 987Chia-Yu Hsu, Wenwen Li 0002. Explainable GeoAI: can saliency maps help interpret artificial intelligence's learning process? An empirical study on natural feature detection
    988 -- 1008Jun Chen, Liyang Xiong, Bowen Yin, Guanghui Hu, Guoan Tang. Integrating topographic knowledge into point cloud simplification for terrain modelling
    1009 -- 1040Xinyu Zou, Xiangnan Liu, Meiling Liu, Lingwen Tian, Lihong Zhu, Qian Zhang. Spatiotemporal graph-based analysis of land cover evolution using remote sensing time series data
    1041 -- 1068Emre Akturk, Arif Oguz Altunel, Ayhan Atesoglu, Mehmet Seki, Serdar Erpay. How good is TanDEM-X 50 m forest/non-forest map? Product validation using temporally corrected geo-browser supplied imagery through Collect Earth
    1069 -- 1098Bozhao Li, Mengqi Wang, Zhongliang Cai, Shiliang Su, Mengjun Kang. VIS-MM: a novel map-matching algorithm with semantic fusion from vehicle-borne images
    1099 -- 1127Joseph Mango, Moyang Wang, Senlin Mu, Di Zhang, Jamila Ngondo, Regina Valerian-Peter, Christophe Claramunt, Xiang Li 0033. Transform paper-based cadastral data into digital systems using GIS and end-to-end deep learning techniques
    1128 -- 1156Haowen Luo, Bo Huang 0001. A probabilistic framework with the gradient-based method for multi-objective land use optimization
    1157 -- 1179Haoyi Xiong, Xun Zhou, David A. Bennett. Detecting spatiotemporal propagation patterns of traffic congestion from fine-grained vehicle trajectory data
    1180 -- 1207Longxu Yan, Yishu Wang, De Wang, Shangwu Zhang, Yang Xiao. A new approach for identifying urban employment centers using mobile phone data: a case study of Shanghai

    Volume 37, Issue 4

    747 -- 766Cillian Berragan, Alex Singleton, Alessia Calafiore, Jeremy G. Morley. Transformer based named entity recognition for place name extraction from unstructured text
    767 -- 787Wenkai Liu, Qiliang Liu, Jie Yang, Min Deng. A network-constrained clustering method for bivariate origin-destination movement data
    788 -- 809Binyu Lei, Rudi Stouffs, Filip Biljecki. Assessing and benchmarking 3D city models
    810 -- 838Hiroyuki Usui. Automatic measurement of building setbacks and streetscape widths and their spatial variability along streets and in plots: integration of streetscape skeletons and plot geometry
    839 -- 863José Duarte, Paulo Dias, José Moreira. Approximating the evolution of rotating moving regions using Bezier curves
    864 -- 884Peng Ti, Tao Xiong, Yuhong Qiu, Liying Wang, Zhilin Li 0001. Automatic generation of outline-based representations of landmark buildings with distinctive shapes
    885 -- 912Peixiao Wang, Yan Zhang 0078, Tao Hu 0004, Tong Zhang 0009. Urban traffic flow prediction: a dynamic temporal graph network considering missing values
    913 -- 937Xiaoyue Luo, Yanhui Wang, Junwu Dong, Zhanxing Li, Yang Yang, Ke Tang, Tao Huang. Complete trajectory extraction for moving targets in traffic scenes that considers multi-level semantic features
    938 -- 962Ellie Roy, Maarten Pronk, Giorgio Agugiaro, Hugo Ledoux. Inferring the number of floors for residential buildings

    Volume 37, Issue 3

    499 -- 528Azelle Courtial, Guillaume Touya, Xiang Zhang 0010. Deriving map images of generalised mountain roads with generative adversarial networks
    529 -- 549Jianbin Zhou, Jin Ben, Xinhai Huang, Rui Wang 0061, Xiaoyu Liang, Junjie Ding, Qishuang Liang. Efficient cell navigation methods and applications of an aperture 4 hexagonal discrete global grid system
    550 -- 583Bi Yu Chen, Yu-Bo Luo, Tao Jia 0002, Hui-Ping Chen, Xuan-Yan Chen, Jianya Gong, Qingquan Li. A spatiotemporal data model and an index structure for computational time geography
    584 -- 606Alexander Brenning. Spatial machine-learning model diagnostics: a model-agnostic distance-based approach
    607 -- 633Ramón Giraldo, Víctor Leiva, George Christakos. Leverage and Cook distance in regression with geostatistical data: methodology, simulation, and applications related to geographical information
    634 -- 659Peng Luo, Yongze Song, Di Zhu 0004, Junyi Cheng, Liqiu Meng. A generalized heterogeneity model for spatial interpolation
    660 -- 683Martha Dais Ferreira, Jessica Campbell, Evan Purney, Amílcar Soares, Stan Matwin. Assessing compression algorithms to improve the efficiency of clustering analysis on AIS vessel trajectories
    684 -- 711Pengbo Li, Haowen Yan, Xiaomin Lu. A Siamese neural network for learning the similarity metrics of linear features
    712 -- 745Padraig Corcoran, Christopher B. Jones. Topological data analysis for geographical information science using persistent homology

    Volume 37, Issue 2

    243 -- 275Xiaohuan Wu, Weihua Dong, Lun Wu, Yu Liu 0003. Research themes of geographical information science during 1991-2020: a retrospective bibliometric analysis
    276 -- 306Haiqi Xu, Enkhbold Nyamsuren, Simon Scheider, Eric Top. A grammar for interpreting geo-analytical questions as concept transformations
    307 -- 338Xiaonan Wang. Identification of enclaves and exclaves by computation based on point-set topology
    339 -- 359Zhensheng Wang, Feidong Lu, Zhaohui Liu, Wei Tu, Ke Nie, Qingyun Du, Qingquan Li, Zhiqiang Wu. Measuring spatial nonstationary effects of POI-based mixed use on urban vibrancy using Bayesian spatially varying coefficients model
    360 -- 379Rouzbeh Forouzandeh Jonaghani, Monica Wachowicz, Trevor Hanson. A matrix factorization model with local and global consistency for flow prediction in bike-sharing systems
    380 -- 402Mingyue Xu, Peng Yue, Fan Yu, Can Yang 0001, Mingda Zhang, Shangcheng Li, Hao Li. Multi-agent reinforcement learning to unify order-matching and vehicle-repositioning in ride-hailing services
    403 -- 437Luc Baudoux, Jordi Inglada, Clément Mallet. Multi-nomenclature, multi-resolution joint translation: an application to land-cover mapping
    438 -- 475Yann Méneroux, Ibrahim Maidaneh Abdi, Arnaud Le Guilcher, Ana-Maria Olteanu Raimond. radial distance really a distance? An analysis of its properties and interest for the matching of polygon features
    476 -- 498Lei Zhang 0151, A-Xing Zhu, Junzhi Liu, Tianwu Ma, Lin Yang, Chenghu Zhou. An adaptive uncertainty-guided sampling method for geospatial prediction and its application in digital soil mapping

    Volume 37, Issue 12

    2455 -- 2463Stefano De Sabbata, Andrea Ballatore, Harvey J. Miller, Renée Sieber, Ivan Tyukin, Godwin Yeboah. GeoAI in urban analytics
    2464 -- 2486Stefano De Sabbata, Pengyuan Liu 0002. A graph neural network framework for spatial geodemographic classification
    2487 -- 2513Isabelle Nilsson, Elizabeth C. Delmelle. An embedding-based text classification approach for understanding micro-geographic housing dynamics
    2514 -- 2537Wenhao Yu, Guanwen Wang. Graph based embedding learning of trajectory data for transportation mode recognition by fusing sequence and dependency relations
    2538 -- 2574Jinmeng Rao, Song Gao 0001, Sijia Zhu. CATS: Conditional Adversarial Trajectory Synthesis for privacy-preserving trajectory data publication using deep learning approaches
    2575 -- 2596Stephen Law, Rikuo Hasegawa, Brooks Paige, Chris Russell, Andrew Elliott. Explaining holistic image regressors and classifiers in urban analytics with plausible counterfactuals
    2597 -- 2619Chanwoo Jin, Sohyun Park, Hui Jeong Ha, Jinhyung Lee, Junghwan Kim, Johan Hutchenreuther, Atsushi Nara. Predicting households' residential mobility trajectories with geographically localized interpretable model-agnostic explanation (GLIME)

    Volume 37, Issue 11

    2289 -- 2318Yingjie Hu, Gengchen Mai, Chris Cundy, Kristy Choi, Ni Lao, Wei Liu, Gaurish Lakhanpal, Ryan Zhenqi Zhou, Kenneth Joseph. Geo-knowledge-guided GPT models improve the extraction of location descriptions from disaster-related social media messages
    2319 -- 2344Hao Guo, Andre Python, Yu Liu 0003. Extending regionalization algorithms to explore spatial process heterogeneity
    2345 -- 2366Chen Gao, Yongjiu Feng, Mengrong Xi, Rong Wang, Pengshuo Li, XiaoYan Tang, Xiaohua Tong. An improved assessment method for urban growth simulations across models, regions, and time
    2367 -- 2391Sheng Hu 0001, Hanfa Xing, Wei Luo, Liang Wu 0005, Yongyang Xu, Weiming Huang, Wenkai Liu, Tianqi Li. Uncovering the association between traffic crashes and street-level built-environment features using street view images
    2392 -- 2415Yao Yao 0004, Qia Zhu, Zijin Guo, Weiming Huang, Yatao Zhang, Xiaoqin Yan, Anning Dong, Zhangwei Jiang, Hong Liu, Qingfeng Guan 0001. Unsupervised land-use change detection using multi-temporal POI embedding
    2416 -- 2436Zengjie Wang, Xiaoyu Niu, Zhenxia Liu, Wen Luo, Zhaoyuan Yu, Jiyi Zhang, Linwang Yuan. A line-of-sight zoning method for intervisibility computation by considering terrain relief
    2437 -- 2453Hang Zhang, Guanpeng Dong, Jinfeng Wang 0001, Tong-Lin Zhang, Xiaoyu Meng, Dongyang Yang, Yong Liu, Binbin Lu. Understanding and extending the geographical detector model under a linear regression framework

    Volume 37, Issue 10

    2101 -- 2128Xiaodan Zhou, Renato Assunção, Hu Shao, Cheng-Chia Huang, Mark V. Janikas, Hanna Asefaw. Gradient-based optimization for multi-scale geographically weighted regression
    2129 -- 2149Fang-He Zhao, Jingyi Huang, A-Xing Zhu. Spatial prediction of groundwater level change based on the Third Law of Geography
    2150 -- 2174Ya Fang, Tao Pei, Ci Song, Jie Chen, Xi Wang, Xiao Chen, Yaxi Liu 0002. A kriging interpolation model for geographical flows
    2175 -- 2204Yang Li 0090, Mingyuan Bai, Qingfeng Guan 0001, Zi Ming, Xun Liang 0002, Gang Liu 0003, Junbin Gao. k nearest neighbors queries with conic section discriminances
    2205 -- 2237Min Deng, Kaiqi Chen, Kaiyuan Lei, Yuanfang Chen, Yan Shi 0007. MVCV-Traffic: multiview road traffic state estimation via cross-view learning
    2238 -- 2261Mehak Sachdeva, A. Stewart Fotheringham, Ziqi Li, Hanchen Yu. On the local modeling of count data: multiscale geographically weighted Poisson regression
    2262 -- 2287Yilang Shen, Rong Zhao, Tinghua Ai, Fengfeng Han, Su Ding. A raster-based method for the hierarchical selection of river networks based on stream characteristics

    Volume 37, Issue 1

    1 -- 35Karim Malik, Colin Robertson, Steven A. Roberts, Tarmo K. Remmel, Jed A. Long. Computer vision models for comparing spatial patterns: understanding spatial scale
    36 -- 67Anna Labetski, Stelios Vitalis, Filip Biljecki, Ken Arroyo Ohori, Jantien E. Stoter. 3D building metrics for urban morphology
    68 -- 87Zhe Wang, Liyang Xiong, Ziyue Guo, Wanqiu Zhang, Guoan Tang. A view-tree method to compute viewsheds from digital elevation models
    88 -- 117Lu Wang, Tinghua Ai, Dirk Burghardt, Yilang Shen, Min Yang 0006. A hexagon-based method for polygon generalization using morphological operators
    118 -- 137Beiyang Guo, Tao Pei, Ci Song, Hua Shu, Mingbo Wu, Sihui Guo, Jingyu Jiang, Peijun Du. Trend surface analysis of geographic flows
    138 -- 161Jie Wan, Yongyang Xu, Qinjun Qiu, Zhong Xie. A geometry-aware attention network for semantic segmentation of MLS point clouds
    162 -- 188Hayato Nishi, Yasushi Asami, Hiroki Baba, Chihiro Shimizu. Scalable spatiotemporal regression model based on Moran's eigenvectors
    189 -- 214Wonjun No, Junyong Choi, Youngchul Kim. Children's walking to urban services: an analysis of pedestrian access to social infrastructures and its relationship with land use
    215 -- 242Ali Asghari, Mohsen Kalantari, Abbas Rajabifard, Jihye Shin. Developing an integrated approach to validate 3D ownership spaces in complex multistorey buildings
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