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International Journal of Geographical Information Science, Volume 39
Volume 39, Number 1, January 2025
- Trisalyn A. Nelson, Amy E. Frazier

, Peter Kedron
, Somayeh Dodge
, Bo Zhao
, Michael F. Goodchild, Alan T. Murray
, Sarah Battersby
, Lauren Bennett
, Justine I. Blanford
, Carmen Cabrera Arnau
, Christophe Claramunt
, Rachel S. Franklin
, Joseph Holler
, Caglar Koylu
, Angela Lee, Steven M. Manson
, Grant McKenzie
, Harvey J. Miller
, Taylor Oshan
, Sergio J. Rey
, Francisco Rowe
, Seda Salap-Ayça
, Eric Shook, Seth Spielman
, Wenfei Xu
, John P. Wilson:
A research agenda for GIScience in a time of disruptions. 1-24 - Hongyu Shi

, Zilong Zhao, Luliang Tang, Zihan Kan
, Yunqi Du:
Advancing human mobility modeling: a novel path flow approach to mining traffic congestion dynamics. 25-52 - Wenwu Tang

, Tianyang Chen
, Marc P. Armstrong
:
GPU-accelerated parallel all-pair shortest path routing within stochastic road networks. 53-85 - Zhongfu Ma

, Di Zhu
:
Collective flow-evolutionary patterns reveal the mesoscopic structure between snapshots of spatial network. 86-117 - Yuanyuan Li

, Qingfeng Guan
, Junfeng Gu
, Xintong Jiang
, Yang Li
:
A hierarchical deep reinforcement learning method for solving urban route planning problems under large-scale customers and real-time traffic conditions. 118-141 - Qianqian Zhou

, Ping Tu, Nan Chen:
A multi-task spatio-temporal fully convolutional model incorporating interaction patterns for traffic flow prediction. 142-180 - Hui Zhu

, Xin Yang
, Xingyu Zhou
, Haiping Zhang
, Ling Yang
, Guoan Tang
:
A 3D visible space index for evaluating urban openness based on the digital urban model. 181-206 - Xiaorui Yan

, Zhuoting Fu
, Tao Pei
, Ci Song
, Zidong Fang
, Xiaohan Liu
, Meng Gao
, Xiao Chen
, Jie Chen:
Enhanced scan statistic with tightened window for detecting irregularly shaped hotspots. 207-230 - Xin Meng, Guohua Hu

, Mengya Li, Yuanzhi Yao, Xia Li:
An online tool with Google Earth Engine and cellular automata for seamlessly simulating global urban expansion at high resolutions. 231-253
Volume 39, Number 2, February 2025
- Yang Liu

, Mei-Po Kwan
, Jianying Wang
:
Analytically articulating the effect of buffer size on urban green space exposure measures. 255-276 - Yuhan Yu, Hongye Zhou, Bo Huang

, Feng Zhang
, Bin Wang:
Dynamic mode decomposition and short-time prediction of PM 2.5 using the graph Neural Koopman network. 277-300 - Haoyu Cao, Liyang Xiong

, Hongen Wang, Fei Zhao, Josef Strobl:
Integrating hydrological knowledge into deep learning for DEM super-resolution. 301-325 - Jinbiao Yan, Bo Wu, He Zheng:

Multiscale cooperative optimization in multiscale geographically weighted regression models. 326-345 - Yu Ma

, Chen Zhou, Manchun Li
:
A novel approach to improve population mapping considering facility-based service capacity and land livability. 346-375 - Lei Hu, Wenwen Li

, Jun Xu
, Yunqiang Zhu:
GeoEntity-type constrained knowledge graph embedding for predicting natural-language spatial relations. 376-399 - Guoqing Tang, Fengqi Yan, Jianguo Dai, Guoshun Zhang, Peipei Chen, Zhengyang Mu, Wenqing Hou

, Qingzhan Zhao:
An efficient and precise multi-candidate viewpoint filtering algorithm for terrain viewshed selection. 400-421 - Jiaqi Yang, Jun Xu

, Yunqiang Zhu, Ze Liu, Chenghu Zhou:
GeomorPM: a geomorphic pretrained model integrating convolution and Transformer architectures based on DEM data. 422-451 - Evgenii Sovetkin, Andreas Gerber

, Bart E. Pieters:
Improving horizon computation algorithm with quasirandom sequences. 452-477
Volume 39, Number 3, March 2025
- Jianxin Yang

, Rui Shi, Wenwu Tang
, Jingruo Wang, Jian Gong, Gang Xu
, Shengbing Yang, Lizhou Wang, Yinkun Chen:
MUSE: an open-access platform for urban expansion simulation with multitype patch generation engine and multilevel morphology regulation. 479-509 - Wenkai Liu, Haonan Cai, Hanfa Xing, Sheng Hu

, Zhangzhi Tan, Ci Song:
Alleviating the resolution limit problem in spatial community detection: a local network structure-based method. 510-532 - Wuyang Hong, Jiewei Li, Biao He

, Renzhong Guo, Xiaoming Li, Yebin Chen, Zhaoxi Wang:
Observing the dynamic community structure of urban travel networks based on navigation data. 533-555 - Zhiwei Wu, Zhilin Li, Tian Lan:

Point-feature label placement with maximum entropy principle. 556-576 - Ziang Cui, Thomas Leduc

:
Efficient matrix algebra encoding for urban solar irradiation simulation: fine-grid ground-level estimation with vector data. 577-599 - Shifen Cheng, Wenhui Zhang

, Peng Luo, Lizeng Wang
, Feng Lu:
An explainable spatial interpolation method considering spatial stratified heterogeneity. 600-626 - Hao Yang, Xiaobai Angela Yao

, Christopher C. Whalen, Noah Kiwanuka:
Exploring human mobility: a time-informed approach to pattern mining and sequence similarity. 627-651 - Emma Annika Salminen

, Vera Helene Hausner
, Francisco Javier Ancin-Murguzur
, Sigrid Engen
:
Optimizing recruitment in an online environmental PPGIS - is it worth the time and costs? 652-674 - Peng Luo, Chuan Chen, Song Gao

, Xianfeng Zhang, Deng Majok Chol, Zhuo Yang, Liqiu Meng:
Understanding of the predictability and uncertainty in population distributions empowered by visual analytics. 675-705
Volume 39, Number 4, April 2025
- Cheng Wei, Yifan Zhang

, Xinru Zhao, Ziyi Zeng, Zhiyun Wang, Jianfeng Lin, Qingfeng Guan, Wenhao Yu
:
GeoTool-GPT: a trainable method for facilitating Large Language Models to master GIS tools. 707-731 - Haitao Wang

, Yongyang Xu, Anna Hu, Xuejing Xie, Siqiong Chen
, Zhong Xie:
Building pattern recognition by using an edge-attention multi-head graph convolutional network. 732-757 - Chongshan Wan

, Peng Yue
, Can Yang
, Chuanwei Cai
, Xiaoxue Liu:
Lane extraction from trajectories at road intersections based on Graph Transformer Network. 758-787 - Xiaoyue Luo, Shifen Cheng, Lizeng Wang

, Yuxuan Liang, Feng Lu:
A tensor decomposition method based on embedded geographic meta-knowledge for urban traffic flow imputation. 788-816 - Mohammad Kazemi Beydokhti

, Matt Duckham
, Amy L. Griffin
, Yaguang Tao
, Ross Purves
, Maria Vasardani
:
Probabilistic qualitative spatial reasoning with applications to GeoQA. 817-846 - Dayu Yu

, Peng Yue
, Binwen Wu, Filip Biljecki
, Min Chen
, Luancheng Lu:
Towards an integrated approach for managing and streaming 3D spatial data at the component level in spatial data infrastructures. 847-871 - Zijian Wan, Somayeh Dodge

:
Medark: a map-matching error detection and rectification framework for vehicle trajectories. 872-899 - Peixiao Wang

, Hengcai Zhang
, Jie Liu
, Feng Lu
, Tong Zhang
:
Efficient inference of large-scale air quality using a lightweight ensemble predictor. 900-924 - Jiao Hu

, Yongze Song
, Tingbin Zhang
:
A local indicator of stratified power. 925-943
Volume 39, Number 5, May 2025
- Jed A. Long

, Urska Demsar
, Somayeh Dodge
, Robert Weibel
:
Data-driven movement analysis. 945-950 - Zhaoya Gong, Zhicheng Deng

, Junqing Tang, Hongbo Zhao, Zhengying Liu, Pengjun Zhao:
Uncovering human behavioral heterogeneity in urban mobility under the impacts of disruptive weather events. 951-974 - Milad Malekzadeh

, Darja Reuschke
, Jed A. Long
:
Quantifying local mobility patterns in urban human mobility data. 975-998 - Yu Bo Luo, Bi Yu Chen

, Yu Zhang, Weibin Li
, Jianya Gong, Qingquan Li:
Space-time tree: a spatiotemporal construct for efficient similarity matrix calculations among network-constrained trajectories. 999-1034 - Danial Alizadeh

, Somayeh Dodge
:
Disaster vulnerability in road networks: a data-driven approach through analyzing network topology and movement activity. 1035-1056 - Jiahui Chen, Lina Yang, Yi Yang, Ling Peng, Xingtong Ge:

Spatio-temporal graph neural networks for missing data completion in traffic prediction. 1057-1075 - Jing Lyu, Feixiong Liao

, Soora Rasouli
:
Visit probability and accessibility within space-time prism of activity program. 1076-1099 - Zhongcai Cao, Kang Liu

, Xin Jin
, Li Ning, Ling Yin
, Feng Lu:
STAGE: a spatiotemporal-knowledge enhanced multi-task generative adversarial network (GAN) for trajectory generation. 1100-1127 - Kamal Akbari

, Stephan Winter, Martin Tomko
:
A causal analysis of environmental familiarity on navigation information needs. 1128-1161 - Yuzhou Chen, Qiwei Ma, Ran Tao

:
Addressing the fixed effects in gravity model based on higher-order origin-destination pairs. 1162-1182
Volume 39, Number 6, June 2025
- Jonathan J. Huck

, Matthew Dennis
, S. M. Labib
:
Addressing bias in the use of buffers for focal and geographically weighted analyses. 1183-1202 - Hanchen Yu

, A. Stewart Fotheringham:
On the calibration of multiscale geographically and temporally weighted regression models. 1203-1222 - Nicholas R. Magliocca

, Carter D. Sink, Jennifer A. Devine, Matthew E. Fagan, Bernardo Aguilar-González, Kendra McSweeney, Rohit Mukherjee
, Erik A. Nielsen, Steven E. Sesnie, Beth Tellman, Elise Arellano-Thompson:
A data pedigree system to support geospatial analyses of human-environment interactions in data poor contexts. 1223-1246 - Sheng Hu

, Zhonglin Yang
, Hanfa Xing
, Zihao Chen
, Wenkai Liu
, Zurui Ao
, Yefei Liu
, Jiaju Li
:
Identifying urban villages: an attention-based deep learning approach that integrates remote sensing and street-level images. 1247-1269 - Yue Lin

, George Grekousis
:
Can geodemographic clustering be fair? Incorporating social fairness in crisp and fuzzy approaches through a unified framework. 1270-1295 - Mengjie Yang, Mengjie Zhou

, Xinguang He, Yuhui Wang, Zhe Chen, Jizhe Xia:
Incremental spatiotemporal flow colocation quotient: a new spatiotemporal association analysis method for geographical flows. 1296-1319 - Jinzhao Guo

, Haiping Zhang
, Xiang Ye
, Haoran Wang
, Yu Yang
, Guoan Tang
:
Spatial association measures for time series with fixed spatial locations. 1320-1344 - Senyuan Zheng, Liangchen Zhou, Chengshuai Lu, Wenbo Wang, Guonian Lv:

Global GNSS PDOP calculation method based on hexagonal discrete grid. 1345-1371
Volume 39, Number 7, July 2025
- Robert Gilmore Pontius Jr.

, Thomas Francis
, Marco Millones
:
A call to interpret disagreement components during classification assessment. 1373-1390 - Kaiyuan Lei, Kaiqi Chen

, Min Deng, Xiaoyong Tan, Wentao Yang, Huimin Liu, Cheng Huang:
CSSKL: Collaborative Specific-Shared Knowledge Learning framework for cross-city spatiotemporal forecasting in cellular networks. 1391-1428 - Bo Kong

, Tinghua Ai
, Min Yang
, Hao Wu, Xiongfeng Yan
, YongQuan Wang, Huafei Yu
:
Integrating morphological knowledge of contour data and graph neural network for landform type recognition. 1429-1459 - Sensen Wu

, Jiale Ding
, Ruoxu Wang, Yige Wang, Ziyu Yin, Bo Huang
, Zhenhong Du
:
Using an attention-based architecture to incorporate context similarity into spatial non-stationarity estimation. 1460-1483 - Yan Zhou, Yunhan Zhang, Yeting Zhang:

HMLPA*: a hierarchical multi-target LPA* pathfinding algorithm designed for dynamic indoor path network. 1484-1517 - Fang-He Zhao

, Cheng-Zhi Qin
, A-Xing Zhu
, Tao Pei
:
A multivariate spatial structure indicator based on geographic similarity. 1518-1539 - Zheng Zhang

, Chenghu Zhou, Minjie Chen, Shaojing Fan:
A skeleton extraction method for large-scale spatial interaction networks considering spatial distribution characteristics. 1540-1566 - Leon Rosenberger, Yilang Shen, Jan-Henrik Haunert

:
Simultaneous selection and displacement of buildings and roads for map generalization via mixed-integer quadratic programming. 1567-1596 - Renato Assunção, Kevin Butler

, Eric Krause, Mark V. Janikas, Ting-Hwan Lee, Hanna Asefaw:
Spatially thinned bootstrap and random toroidal shift methods for correct estimation of P-values of maps similarity. 1597-1621
Volume 39, Number 8, August 2025
- Kai Sun

, Yingjie Hu
, Kenneth Joseph, Ryan Zhenqi Zhou
:
GALLOC: a GeoAnnotator for Labeling LOCation descriptions from disaster-related text messages. 1623-1653 - Dingming Zhang, Xinyu Wang

, Wanqiang Yao, Yanfei Zhong:
A demographic optimization proximity model for air pollution exposure assessment. 1654-1673 - Pengcheng Liu

, Hao Han
, Min Yang
, Shuo Zhang
:
A POI selection method based on GCN considering annotation conflicts during map scale transformation. 1674-1704 - Binbin Lu

, Yigong Hu, Bo Huang
:
Geographical and temporal density regression. 1705-1726 - Céline Van Migerode

, Krasen Samardzhiev, Freke Caset:
The fewer predefined parameters, the better? A comparative analysis of urban delineation methods using building footprint data in the Netherlands. 1727-1749 - Jun-Hua Wang, Andy Da-Yu Wang, Hsiung-Ming Liao, Ming-Ching Chang, Richard Tzong-Han Tsai:

Unsupervised domain adaptation for cross-style, cross-year land use understanding from historical maps. 1750-1769 - Negar Alinaghi

, Ioannis Giannopoulos
, Markus Kattenbeck
, Martin Raubal
:
Decoding wayfinding: analyzing wayfinding processes in the outdoor environment. 1770-1800 - Haijun Wang

, Yaotao Liang, Shan Xu, Sanwei He, Bin Zhang
:
A similarity law-based approach for the transferability of the urban expansion model. 1801-1822 - Qinjun Qiu, Shiyu Zheng, Jiali Li, Miao Tian, Zixuan Li, Liufeng Tao, Yunqiang Zhu, Yi Huang, Zhanlong Chen, Zhong Xie:

A deep learning architecture for aligning cross-domain geographic knowledge graph. 1823-1848
Volume 39, Number 9, September 2025
- Krzysztof Janowicz

, Gengchen Mai
, Weiming Huang
, Rui Zhu, Ni Lao, Ling Cai:
GeoFM: how will geo-foundation models reshape spatial data science and GeoAI? 1849-1865 - Yuhan Ji, Song Gao

, Ying Nie, Ivan Majic, Krzysztof Janowicz:
Foundation models for geospatial reasoning: assessing the capabilities of large language models in understanding geometries and topological spatial relations. 1866-1903 - Chenglong Wang

, Yuhao Kang
, Zhaoya Gong, Pengjun Zhao, Yu Feng
, Wenjia Zhang, Ge Li:
CartoAgent: a multimodal large language model-powered multi-agent cartographic framework for map style transfer and evaluation. 1904-1937 - Nanyu Chen, Anran Yang

, Hui Wu, Luo Chen, Wei Xiong, Ning Jing:
SEMINT: an LLM-empowered long-term vessel trajectory prediction framework. 1938-1972 - Yifan Zhang

, Wenbo Zhang, Ziyi Zeng, Keying Jiang, Jingxuan Li, Wen Min, Wei Luo
, Qingfeng Guan, Jianfeng Lin, Wenhao Yu
:
MapReader: a framework for learning a visual language model for map analysis. 1973-2008 - Anran Yang

, Cheng Fu
, Qingren Jia, Weihua Dong
, Mengyu Ma, Hao Chen
, Fei Yang, Hui Wu:
Evaluating and enhancing spatial cognition abilities of large language models. 2009-2044 - Xin Feng

, Yuanpei Cao:
Enhancing the accessibility of regionalization techniques through large language models: a case study in conversational agent guidance. 2045-2068 - Zhaoya Gong

, Binbo Li
, Chenglong Wang
, Jun Chen, Pengjun Zhao:
BF-SAM: enhancing SAM through multi-modal fusion for fine-grained building function identification. 2069-2095 - Chia-Yu Hsu, Wenwen Li, Sizhe Wang:

Geospatial foundation models for image analysis: evaluating and enhancing NASA-IBM Prithvi's domain adaptability. 2096-2125 - Chunju Zhang, Bing Xu

, Shu Wang
, Yunqiang Zhu, Chaoqun Chu, Kang Zhou:
Enhancing semantic accuracy in geographic knowledge graph embeddings through temporal encoding. 2126-2150
Volume 39, Number 10, October 2025
- Qingyang Xu

, Xuefeng Guan
, Xiaoyu Chen
, Changlan Yang
, Xiangyang Yang
, Huayi Wu
:
A Local Moran's I guided transformer cellular automata for simulating heterogeneous urban growth. 2151-2176 - Ju Peng

, Jianbo Tang
, Min Deng, Zhiyuan Hu, Jianbing Xiang, Xia Ning, Wenzhe Zhao:
A two-stage method for detecting trajectory clusters of different densities with peak trajectories identification. 2177-2210 - Weihao Li, Yufeng He

, Lizhi Tao, Jifa Chen, Xing Wang, Yong Ge, Hui Lin:
Scene-GCN: a time-series prediction method in complex monitoring environments through spatial-temporal knowledge graph (ST-KG). 2211-2235 - Nina Wiedemann

, Théo Uscidda, Martin Raubal:
GeOT: a spatially explicit framework for evaluating spatio-temporal predictions. 2236-2266 - Xiao He

, Baoju Liu
, Yan Shi
, Zhongan Tang, Min Deng, Jianbo Tang:
A probabilistic optimal estimation method for detecting spatial fuzzy communities. 2267-2299 - Benjamin Beaucamp

, Thomas Leduc
, Vincent Tourre
, Myriam Servières
:
Beyond the frame: evaluating panoramic vs. perspective images for assessing place perception. 2300-2332 - Zihao Tang, Yucheng Shu, Yue Zhong, Dajiang Wang

, Renyu Chen, Anxun Ren, Songshan Yue, Yongning Wen:
A method for identifying urban road intersections considering the merging of parallel lanes. 2333-2361 - Zhili Li

, Yiqun Xie
, Xiaowei Jia
, Gengchen Mai
, Zhihao Wang
, Weiye Chen
:
Machine-learning-enabled spatial pattern mining: evaluating the impact of imperfect inputs. 2362-2400
Volume 39, Number 11, November 2025
- Xinyue Ye, Shih-Lung Shaw

, Daniel Z. Sui:
Human dynamics in GIScience: emerging opportunities, challenges, and the road toward SplatialAI. 2401-2407 - Mengling Qiao, Masahiko Haraguchi, Upmanu Lall:

Enhancing urban resilience to extreme weather: the roles of human transition paths among multiple transportation modes. 2408-2427 - Xin Jin

, Kang Liu
, Zhongcai Cao, Ling Yin
, Yuxiao Luo, Xizhi Zhao:
Urban-EPR: a universal model for simulating individual human mobility within intra-urban areas. 2428-2461 - Yu Bo Luo, Bi Yu Chen

, Weibin Li, Junli Liu, Xuefei Wu, Qingquan Li:
Spatiotemporal proximity analysis of heterogeneous and heterochronous time-geographical entities. 2462-2494 - Kemin Zhu

, Ling Yin
, Shang Wang, Kang Liu
, Xuan Li, Yepeng Shi:
SIMPLINET: a transmission network simplification method for spatiotemporal epidemic modelling. 2495-2521 - Kaichang Zhang, Kai Cao, Wenwen Li:

A knowledge graph-based approach for recognizing older adults' behavior in urban parks. 2522-2540 - Yushu Xu, Zhaoya Gong, Tianyao Fang, Haiping Zhang, Guoan Tang:

Intercity human dynamics during holidays through the lens of travel movement-intention interactions in the hybrid physical-virtual space. 2541-2569 - Sheng Wang, Di Zhu

:
Inferring human movements after snowfall: a weather-informed graph learning model for flow redistribution in mobility networks. 2570-2598 - Guangyue Li, Yang Xu

, Zhipeng Gui
, Xiaogang Guo, Luliang Tang:
Striking a balance between diversity and regularity: a preference-guided transformer for individual mobility prediction. 2599-2630 - Shiran Zhong, Yujia Pan, Ling Bian:

Beyond absolute space: modeling disease dispersion and reactive actions from a multi-spatialization perspective. 2631-2649

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