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International Journal of Geographical Information Science, Volume 36
Volume 36, Number 1, January 2022
- Rajesh Chittor Sundaram
, Elham Naghizade
Can you fixme? An intrinsic classification of contributor-identified spatial data issues using topic models. 1-30 - Xue Yang, Kathleen Stewart, Mengyuan Fang
Attributing pedestrian networks with semantic information based on multi-source spatial data. 31-54 - Mark M. Hall
Generating geographical location descriptions with spatial templates: a salient toponym driven approach. 55-85 - Jinqu Zhang
Incorporation of spatial anisotropy in urban expansion modelling with cellular automata. 86-113 - Jing Yang
A constraint-based approach for identifying the urban-rural fringe of polycentric cities using multi-sourced data. 114-136 - Glen D. Johnson
A small area index of gentrification, applied to New York City. 137-157 - Bin Zhang
The effects of sample size and sample prevalence on cellular automata simulation of urban growth. 158-187 - Ehsan Hamzei
Templates of generic geographic information for answering where-questions. 188-214
Volume 36, Number 2, February 2022
- Julian Hagenauer, Marco Helbich:
A geographically weighted artificial neural network. 215-235 - Junfeng Kang
Integration of Internet search data to predict tourism trends using spatial-temporal XGBoost composite model. 236-252 - Qiliang Liu, Jie Yang, Min Deng, Ci Song, Wenkai Liu:
SNN_flow: a shared nearest-neighbor-based clustering method for inhomogeneous origin-destination flows. 253-279 - Min Yang
A hybrid approach to building simplification with an evaluator from a backpropagation neural network. 280-309 - Xuke Hu, Hussein S. Al-Olimat, Jens Kersten, Matti Wiegmann, Friederike Klan, Yeran Sun, Hongchao Fan
GazPNE: annotation-free deep learning for place name extraction from microblogs leveraging gazetteer and synthetic data by rules. 310-337 - Wenhao Yu
Sparse reconstruction with spatial structures to automatically determine neighbors. 338-359 - Chaogui Kang
Measuring hub locations in time-evolving spatial interaction networks based on explicit spatiotemporal coupling and group centrality. 360-381 - Guanghui Hu, Chun Wang, Sijin Li, Wen Dai, Liyang Xiong
Using vertices of a triangular irregular network to calculate slope and aspect. 382-404 - Vanessa da Silva Brum Bastos
Context-aware movement analysis in ecology: a systematic review. 405-427
Volume 36, Number 3, March 2022
- Txomin Bornaetxea
r.survey: a tool for calculating visibility of variable-size objects based on orientation. 429-452 - Leilei Zhang
Automatic extraction of building geometries based on centroid clustering and contour analysis on oblique images taken by unmanned aerial vehicles. 453-475 - Krystian Pyka
LiDAR-based method for analysing landmark visibility to pedestrians in cities: case study in Kraków, Poland. 476-495 - Mengjun Kang
A random forest classifier with cost-sensitive learning to extract urban landmarks from an imbalanced dataset. 496-513 - Zhiyong Zhou
Familiarity-dependent computational modelling of indoor landmark selection for route communication: a ranking approach. 514-546 - Kristin Stock, Christopher B. Jones
Detecting geospatial location descriptions in natural language text. 547-584 - Evgeny Noi
Assessing COVID-induced changes in spatiotemporal structure of mobility in the United States in 2020: a multi-source analytical framework. 585-616 - Hiroyuki Usui
A normative model to estimate the number of persons not social distancing in a 3D complex built space. 617-637
Volume 36, Number 4, April 2022
- Gengchen Mai
A review of location encoding for GeoAI: methods and applications. 639-673 - Kun Zheng, Ming Hui Xie, Jin Biao Zhang, Juan Xie, Shu Hao Xia:
A knowledge representation model based on the geographic spatiotemporal process. 674-691 - Arif Masrur
Interpretable machine learning for analysing heterogeneous drivers of geographic events in space-time. 692-719 - Jiannan Cai
Discovering co-location patterns in multivariate spatial flow data. 720-748 - Wenkai Liu, Qiliang Liu, Min Deng, Jiannan Cai
Discovery of statistically significant regional co-location patterns on urban road networks. 749-772 - Wataru Morioka
An exact statistical method for analyzing co-location on a street network and its computational implementation. 773-798 - Yingjie Hu
Enriching the metadata of map images: a deep learning approach with GIS-based data augmentation. 799-821 - Xianwei Lv
BTS: a binary tree sampling strategy for object identification based on deep learning. 822-848
Volume 36, Number 5, May 2022
- Hanchen Yu
A multiscale measure of spatial dependence based on a discrete Fourier transform. 849-872 - Jiaxin Du
GIS-KG: building a large-scale hierarchical knowledge graph for geographic information science. 873-897 - Bo Wu
A cost-effective algorithm for calibrating multiscale geographically weighted regression models. 898-917 - Ling Li
Geographically and temporally weighted co-location quotient: an analysis of spatiotemporal crime patterns in greater Manchester. 918-942 - Jie Lin, Gordon A. Cromley:
A narrative analysis of the 2SFCA and i2SFCA methods. 943-967 - Yu-Jing Wang
A load-balancing strategy for data domain decomposition in parallel programming libraries of raster-based geocomputation. 968-991 - Antonio J. Rueda Ruiz
SPSLiDAR: towards a multi-purpose repository for large scale LiDAR datasets. 992-1011 - Tarlis Tortelli Portela
HiPerMovelets: high-performance movelet extraction for trajectory classification. 1012-1036 - Damilola Eyelade
Impacts of spatiotemporal resolution and tiling on SLEUTH model calibration and forecasting for urban areas with unregulated growth patterns. 1037-1058
Volume 36, Number 6, June 2022
- Auriol Degbelo
FAIR geovisualizations: definitions, challenges, and the road ahead. 1059-1099 - Hong Zhang
Fractal evolution of urban street networks in form and structure: a case study of Hong Kong. 1100-1118 - Min Yang
Detecting interchanges in road networks using a graph convolutional network approach. 1119-1139 - Sidgley Camargo de Andrade
The effect of intra-urban mobility flows on the spatial heterogeneity of social media activity: investigating the response to rainfall events. 1140-1165 - Zhifeng Cheng
Mapping monthly population distribution and variation at 1-km resolution across China. 1166-1184 - Jinwoo Park
Leveraging temporal changes of spatial accessibility measurements for better policy implications: a case study of electric vehicle (EV) charging stations in Seoul, South Korea. 1185-1204 - Joseph Mango
Multipurpose temporal GIS model for cadastral data management. 1205-1230 - Peixiao Wang
A multi-view bidirectional spatiotemporal graph network for urban traffic flow imputation. 1231-1257 - Yue Yin
Modeling vague spatiotemporal objects based on interval type-2 fuzzy sets. 1258-1273
Volume 36, Number 7, July 2022
- Yu Feng
Extraction and analysis of natural disaster-related VGI from social media: review, opportunities and challenges. 1275-1316 - Huan Ning, Zhenlong Li, Xinyue Ye
Exploring the vertical dimension of street view image based on deep learning: a case study on lowest floor elevation estimation. 1317-1342 - Yan Shi
Discovering source areas of disease outbreaks based on ring-shaped hotspot detection in road network space. 1343-1363 - Thomas Candela, Matthieu Péroche, Arnaud Sallaberry, Nancy Rodriguez, Christian Lavergne, Frédéric Leone:
Visualising post-disaster damage on maps: a user study. 1364-1393 - Abraham Noah Wu
GANmapper: geographical data translation. 1394-1422 - Yanan Xin
Anomaly detection for volunteered geographic information: a case study of Safecast data. 1423-1442 - Yuheng Zhang, Qi Zhou, Maria Antonia Brovelli
Assessing OSM building completeness using population data. 1443-1466 - Xiuquan Li, Meizhen Wang, Xuejun Liu, Ziran Wang, Yuxia Bian:
Representing dynamic lanes in road network models. 1467-1483
Volume 36, Number 8, August 2022
- A. Stewart Fotheringham, Hanchen Yu
On the notion of 'bandwidth' in geographically weighted regression models of spatially varying processes. 1485-1502 - Peter A. Rogerson:
Statistical tests for the local spatial variance. 1503-1517 - Yuhao Kang
STICC: a multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity. 1518-1549 - Shengwen Li
Location-aware neural graph collaborative filtering. 1550-1574 - Wangshu Mu
Computation of the distance between a polygon and a point in spatial analysis. 1575-1600 - Carlos López-Vázquez
Uncertainty interval estimates for computing slope and aspect from a gridded digital elevation model. 1601-1628 - Lu Cheng, Qingsheng Guo
Multi-criterion methods to extract topographic feature lines from contours on different topographic gradients. 1629-1651 - Paul Savary
Cost distances and least cost paths respond differently to cost scenario variations: a sensitivity analysis of ecological connectivity modeling. 1652-1676 - Yuanzhi Yao
An efficient multiple scanning order algorithm for accumulative least-cost surface calculation. 1677-1695
Volume 36, Number 9, September 2022
- Michael F. Goodchild:
The Openshaw effect. 1697-1698 - Lauren Del Rosario
Estimating door-to-door travel time using a synthetic population enriched with smart card data. 1699-1718 - Tao Jia, Chenxi Cai, Xin Li, Xi Luo, Yuanyu Zhang, Xuesong Yu
Dynamical community detection and spatiotemporal analysis in multilayer spatial interaction networks using trajectory data. 1719-1740 - Kevin Chapuis, Pham Minh Duc, Arthur Brugière, Jean-Daniel Zucker, Alexis Drogoul, Pierrick Tranouez, Éric Daudé
Exploring multi-modal evacuation strategies for a landlocked population using large-scale agent-based simulations. 1741-1783 - Qiliang Liu, Jie Yang, Min Deng, Wenkai Liu, Rui Xu:
BiFlowAMOEBA for the identification of arbitrarily shaped clusters in bivariate flow data. 1784-1808 - Hua Shu
Density-based clustering for bivariate-flow data. 1809-1829 - Junjun Yin
An evaluation of geo-located Twitter data for measuring human migration. 1830-1852 - Fan Gao
A multi-source spatio-temporal data cube for large-scale geospatial analysis. 1853-1884 - Dongshuang Li, Yuhao Teng, Xinxin Zhou, Jiyi Zhang, Wen Luo, Binru Zhao, Zhaoyuan Yu, Linwang Yuan:
A tensor-based approach to unify organization and operation of data for irregular spatio-temporal fields. 1885-1904
Volume 36, Number 10, October 2022
- Weiming Huang
Estimating urban functional distributions with semantics preserved POI embedding. 1905-1930 - Vuokko Heikinheimo
Detecting country of residence from social media data: a comparison of methods. 1931-1952 - Wenjie Zhen, Zejun Zuo, Mei-Po Kwan
Capturing dynamic navigable space: an interactive semantic model to expand functional space for 3D indoor navigation. 1953-1977 - Laure De Cock
Linking the cognitive load induced by route instruction types and building configuration during indoor route guidance, a usability study in VR. 1978-2008 - Yongyang Xu, Shuai Jin, Zhanlong Chen, Xuejing Xie, Sheng Hu, Zhong Xie:
Application of a graph convolutional network with visual and semantic features to classify urban scenes. 2009-2034 - Zhou Fang, Jiaxin Qi, Lubin Fan, Jianqiang Huang, Ying Jin, Tianren Yang
A topography-aware approach to the automatic generation of urban road networks. 2035-2059 - Yingbin Deng, Renrong Chen, Ji Yang, Yong Li, Hao Jiang, Wenyue Liao, Meiwei Sun:
Identify urban building functions with multisource data: a case study in Guangzhou, China. 2060-2085 - Ke Wang, Qianqian Wu, Xiangting He, Chuli Hu, Nengcheng Chen
Optimizing UAV traffic monitoring routes during rush hours considering spatiotemporal variation of monitoring demand. 2086-2111
Volume 36, Number 11, November 2022
- Peng Yue
Towards a training data model for artificial intelligence in earth observation. 2113-2137 - Zhihao Sun
Deep convolutional autoencoder for urban land use classification using mobile device data. 2138-2168 - Deping Chu
A machine learning approach to extracting spatial information from geological texts in Chinese. 2169-2193 - Rui Zhu
Reasoning over higher-order qualitative spatial relations via spatially explicit neural networks. 2194-2225 - Matthew Haffner
Fusing machine learning with place-based survey methods: revisiting questions surrounding perceptual regions. 2226-2247 - Zhen Dai, Sensen Wu
Geographically convolutional neural network weighted regression: a method for modeling spatially non-stationary relationships based on a global spatial proximity grid. 2248-2269 - Haowei Zeng
Graph neural networks with constraints of environmental consistency for landslide susceptibility evaluation. 2270-2295 - Wenhao Yu
Filling gaps of cartographic polylines by using an encoder-decoder model. 2296-2321 - Kunkun Wu
An unsupervised framework for extracting multilane roads from OpenStreetMap. 2322-2344
Volume 36, Number 12, December 2022
- Toby Shulruff
Gender-based violence enabled by location technologies. 2345-2351 - Richard J. Hewitt
There's no best model! Addressing limitations of land-use scenario modelling through multi-model ensembles. 2352-2385 - Yingying Xu
Automated generation of concentric circles metro maps using mixed-integer optimization. 2386-2411 - Dominik Kaim
Assessing the suitability of urban-oriented land cover products for mapping rural settlements. 2412-2426 - Antti Härkönen
A novel aggregation strategy for producing population density surfaces using poll tax data: the case of Vyborg in 1880. 2427-2445 - Christopher Chagumaira
Stakeholder interpretation of probabilistic representations of uncertainty in spatial information: an example on the nutritional quality of staple crops. 2446-2472 - Lorenzo Carlos Quesada-Ruiz
Area and Feature Guided Regularised Random Forest: a novel method for predictive modelling of binary phenomena. The case of illegal landfill in Canary Island. 2473-2495 - Anna Brauer
My home is my secret: concealing sensitive locations by context-aware trajectory truncation. 2496-2524 - Jakob A. Dambon
Joint variable selection of both fixed and random effects for Gaussian process-based spatially varying coefficient models. 2525-2548 - Medria Shekar Rani
Updating and backdating analyses for mitigating uncertainties in land change modeling: a case study of the Ci Kapundung upper water catchment area, Java Island, Indonesia. 2549-2562
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