International Journal of Geographical Information Science, Volume 34

Volume 34, Number 1, 2020

Foresight Paper

• 
  Mark Gahegan:
  Fourth paradigm GIScience? Prospects for automated discovery and explanation from data. 1-21

Research Articles

• 
  Atsushi Masuyama:
  Logsum-type space-time accessibility measures (STAMs) that can be calibrated under a definite time budget. 22-40
• 
  Florian Heinz, Ralf Hartmut Güting:
  A polyhedra-based model for moving regions in databases. 41-73
• 
  Yongjiu Feng, Xiaohua Tong:
  A new cellular automata framework of urban growth modeling by incorporating statistical and heuristic methods. 74-97
• 
  Henry Crosby, Theodoros Damoulas, Stephen A. Jarvis:
  Road and travel time cross-validation for urban modelling. 98-118
• 
  Wenhao Yu, Yifan Zhang, Tinghua Ai, Qingfeng Guan, Zhanlong Chen, Haixia Li:
  Road network generalization considering traffic flow patterns. 119-149
• 
  Fatma Alrayes, Alia I. Abdelmoty, W. B. El-Geresy, George Theodorakopoulos:
  Modelling perceived risks to personal privacy from location disclosure on online social networks. 150-176
• 
  Yueyong Pang, Liangchen Zhou, Bingxian Lin, Guonian Lv, Chi Zhang:
  Generation of navigation networks for corridor spaces based on indoor visibility map. 177-201

Book Review

• 
  Patrick Ballantyne:
  An introduction to R for spatial analysis and mapping (Second Edition). 202-203

Volume 34, Number 2, 2020

Research Articles

• 
  Chuli Hu, Jie Li, Changjiang Xiao, Ke Wang, Nengcheng Chen:
  SOCO-Field: observation capability representation for GeoTask-oriented multi-sensor planning cognition. 205-228
• 
  Antoni B. Moore, Ben Kai Daniel, Greg Leonard, Holger Regenbrecht, Judy Rodda, Lewis Baker, Raki Ryan, Steven Mills:
  Comparative usability of an augmented reality sandtable and 3D GIS for education. 229-250
• 
  Maryam Barzegar, Abbas Rajabifard, Mohsen Kalantari, Behnam Atazadeh:
  3D BIM-enabled spatial query for retrieving property boundaries: a case study in Victoria, Australia. 251-271
• 
  Wei Wei, Weidong Yang, Weibin Yao, Heyang Xu:
  Accelerating the shortest-path calculation using cut nodes for problem reduction and division. 272-291
• 
  Motti Zohar, Tali Erickson-Gini:
  The 'Incense Road' from Petra to Gaza: an analysis using GIS and Cost functions. 292-310

Special Section: Real-time GIS and Smart Cities

• 
  Wenwen Li, Michael Batty, Michael F. Goodchild:
  Real-time GIS for smart cities. 311-324
• 
  Balamurugan Soundararaj, James A. Cheshire, Paul A. Longley:
  Estimating real-time high-street footfall from Wi-Fi probe requests. 325-343
• 
  Samuel Stehle, Rob Kitchin:
  Real-time and archival data visualisation techniques in city dashboards. 344-366
• 
  Yongha Park, Jerry Mount, Luyu Liu, Ningchuan Xiao, Harvey J. Miller:
  Assessing public transit performance using real-time data: spatiotemporal patterns of bus operation delays in Columbus, Ohio, USA. 367-392
• 
  Iranga Subasinghe, Silvia Nittel, Michael Cressey, Melissa Landon, Prashanta Bajracharya:
  Real-time mapping of natural disasters using citizen update streams. 393-421

Volume 34, Number 3, 2020

Research Articles

• 
  Qiang Pu, Eun-Hye Enki Yoo:
  Spatio-temporal modeling of PM2.5 concentrations with missing data problem: a case study in Beijing, China. 423-447
• 
  Yiwen Wang, Wanfeng Dou:
  A fast candidate viewpoints filtering algorithm for multiple viewshed site planning. 448-463

Review Article

• 
  Sterling D. Quinn:
  Free and open source GIS in South America: political inroads and local advocacy. 464-483

Research Articles

• 
  Wen Dai, Jiaming Na, Nan Huang, Guanghui Hu, Xin Yang, Guoan Tang, Liyang Xiong, Fayuan Li:
  Integrated edge detection and terrain analysis for agricultural terrace delineation from remote sensing images. 484-503
• 
  Chang-Yong Choi, Hyun-Young Nam, Jong-Gil Park, Gi-Chang Bing:
  Migration pattern of Yellow-throated buntings revealed by isotope-based geographic assignment. 504-519
• 
  Brendan A. Hoover, Sean Yaw, Richard S. Middleton:
  CostMAP: an open-source software package for developing cost surfaces using a multi-scale search kernel. 520-538

Review Article

• 
  Yoran E. Leichsenring, Fabiano Baldo:
  An evaluation of compression algorithms applied to moving object trajectories. 539-558

Research Articles

• 
  Yue Lin, Mengjun Kang, Yuyang Wu, Qingyun Du, Tao Liu:
  A deep learning architecture for semantic address matching. 559-576
• 
  Bingbo Gao, Mao-Gui Hu, Jinfeng Wang, Chengdong Xu, Ziyue Chen, Hai-Mei Fan, Haiyuan Ding:
  Spatial interpolation of marine environment data using P-MSN. 577-603
• 
  Haiyan Tao, Keli Wang, Li Zhuo, Xuliang Li, Qiuping Li, Yuan Liu, Yong Xu:
  A comprehensive framework for studying diffusion patterns of imported dengue with individual-based movement data. 604-624

Volume 34, Number 4, 2020

Artificial intelligence techniques for geographic knowledge discovery
Editorial

• 
  Krzysztof Janowicz, Song Gao, Grant McKenzie, Yingjie Hu, Budhendra Bhaduri:
  GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond. 625-636

Research Articles

• 
  Wenwen Li, Chia-Yu Hsu:
  Automated terrain feature identification from remote sensing imagery: a deep learning approach. 637-660
• 
  Zhou Guo, Chen-Chieh Feng:
  Using multi-scale and hierarchical deep convolutional features for 3D semantic classification of TLS point clouds. 661-680
• 
  Stephen Law, Chanuki Seresinhe, Yao Shen, Mario Gutiérrez-Roig:
  Street-Frontage-Net: urban image classification using deep convolutional neural networks. 681-707
• 
  Elise Acheson, Michele Volpi, Ross S. Purves:
  Machine learning for cross-gazetteer matching of natural features. 708-734
• 
  Di Zhu, Ximeng Cheng, Fan Zhang, Xin Yao, Yong Gao, Yu Liu:
  Spatial interpolation using conditional generative adversarial neural networks. 735-758
• 
  Kevin A. Sparks, Gautam S. Thakur, Amol Pasarkar, Marie L. Urban:
  A global analysis of cities' geosocial temporal signatures for points of interest hours of operation. 759-776
• 
  Yiqun Xie, Jiannan Cai, Rahul Bhojwani, Shashi Shekhar, Joseph F. Knight:
  A locally-constrained YOLO framework for detecting small and densely-distributed building footprints. 777-801
• 
  Yibin Ren, Huanfa Chen, Yong Han, Tao Cheng, Yang Zhang, Ge Chen:
  A hybrid integrated deep learning model for the prediction of citywide spatio-temporal flow volumes. 802-823
• 
  Weiwei Duan, Yao-Yi Chiang, Stefan Leyk, Johannes H. Uhl, Craig A. Knoblock:
  Automatic alignment of contemporary vector data and georeferenced historical maps using reinforcement learning. 824-849

Volume 34, Number 5, 2020

Research Article

• 
  Vera van Zoest, Frank B. Osei, Gerard Hoek, Alfred Stein:
  Spatio-temporal regression kriging for modelling urban NO2 concentrations. 851-865

Review Article

• 
  Xiaohua Tong, Yongjiu Feng:
  A review of assessment methods for cellular automata models of land-use change and urban growth. 866-898

Research Articles

• 
  Sunyong Eom, Tsutomu Suzuki, Myeong-Hun Lee:
  A land-use mix allocation model considering adjacency, intensity, and proximity. 899-923
• 
  Haijun Wang, Bin Zhang, Chang Xia, Sanwei He, Wenting Zhang:
  Using a maximum entropy model to optimize the stochastic component of urban cellular automata models. 924-946
• 
  Mahmoud Saeedimoghaddam, Tomasz F. Stepinski:
  Automatic extraction of road intersection points from USGS historical map series using deep convolutional neural networks. 947-968
• 
  Yang Zhang, Tao Cheng, Yibin Ren, Kun Xie:
  A novel residual graph convolution deep learning model for short-term network-based traffic forecasting. 969-995
• 
  Can Yang, Gyözö Gidófalvi:
  Detecting regional dominant movement patterns in trajectory data with a convolutional neural network. 996-1021
• 
  Lisa Cheong, Christoph Kinkeldey, Ingrid Burfurd, Susanne Bleisch, Matt Duckham:
  Evaluating the impact of visualization of risk upon emergency route-planning. 1022-1050
• 
  Xue Yang, Luliang Tang, Chang Ren, Yang Chen, Zhong Xie, Qingquan Li:
  Pedestrian network generation based on crowdsourced tracking data. 1051-1074

Volume 34, Number 6, 2020

Big Spatiotemporal Data Analytics
Editorial

• 
  Chaowei Yang, Keith C. Clarke, Shashi Shekhar, C. Vincent Tao:
  Big Spatiotemporal Data Analytics: a research and innovation frontier. 1075-1088

Research Articles

• 
  Pengxiang Zhao, Xintao Liu, Wenzhong Shi, Tao Jia, Wengen Li, Min Chen:
  An empirical study on the intra-urban goods movement patterns using logistics big data. 1089-1116
• 
  Shivangi Srivastava, John E. Vargas-Munoz, Sylvain Lobry, Devis Tuia:
  Fine-grained landuse characterization using ground-based pictures: a deep learning solution based on globally available data. 1117-1136
• 
  Tong Zhang, Yicong Li, Hui Yang, Chenrong Cui, Jing Li, Qinghua Qiao:
  Identifying primary public transit corridors using multi-source big transit data. 1137-1161
• 
  Zhanjun He, Min Deng, Jiannan Cai, Zhong Xie, Qingfeng Guan, Chao Yang:
  Mining spatiotemporal association patterns from complex geographic phenomena. 1162-1187
• 
  Zhenlong Li, Qunying Huang, Yuqin Jiang, Fei Hu:
  SOVAS: a scalable online visual analytic system for big climate data analysis. 1188-1209
• 
  Shuhui Gong, John Cartlidge, Ruibin Bai, Yang Yue, Qingquan Li, Guoping Qiu:
  Extracting activity patterns from taxi trajectory data: a two-layer framework using spatio-temporal clustering, Bayesian probability and Monte Carlo simulation. 1210-1234
• 
  Young-Long Kim:
  Data-driven approach to characterize urban vitality: how spatiotemporal context dynamically defines Seoul's nighttime. 1235-1256

Volume 34, Number 7, 2020

Foresight Paper

• 
  Jacek Malczewski, Piotr Jankowski:
  Emerging trends and research frontiers in spatial multicriteria analysis. 1257-1282

Research Articles

• 
  Álvaro Briz-Redón, Francisco Martinez-Ruiz, Francisco Montes:
  Reestimating a minimum acceptable geocoding hit rate for conducting a spatial analysis. 1283-1305
• 
  Martin A. Andresen, Nick Malleson, Wouter Steenbeek, Michael K. Townsley, Christophe Vandeviver:
  Minimum geocoding match rates: an international study of the impact of data and areal unit sizes. 1306-1322
• 
  Daeil Seo, Byounghyun Yoo:
  Interoperable information model for geovisualization and interaction in XR environments. 1323-1352
• 
  Zhenhong Du, Zhongyi Wang, Sensen Wu, Feng Zhang, Renyi Liu:
  Geographically neural network weighted regression for the accurate estimation of spatial non-stationarity. 1353-1377
• 
  Ziqi Li, A. Stewart Fotheringham:
  Computational improvements to multi-scale geographically weighted regression. 1378-1397
• 
  Simon Scheider, Jiong Wang, Maarten Mol, Oliver Schmitz, Derek Karssenberg:
  Obfuscating spatial point tracks with simulated crowding. 1398-1427
• 
  Lucas May Petry, Camila Leite da Silva, Andrea Esuli, Chiara Renso, Vania Bogorny:
  MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings. 1428-1450
• 
  Jose Morales, Alfred Stein, Johannes Flacke, Jaap Zevenbergen:
  Predictive land value modelling in Guatemala City using a geostatistical approach and Space Syntax. 1451-1474
• 
  Yaqian Zhai, Yao Yao, Qingfeng Guan, Xun Liang, Xia Li, Yongting Pan, Hanqiu Yue, Zehao Yuan, Jianfeng Zhou:
  Simulating urban land use change by integrating a convolutional neural network with vector-based cellular automata. 1475-1499

Book Review

• 
  Yongwan Chun:
  GIS: an introduction to mapping technologies. 1500-1501

Volume 34, Number 8, 2020

Spatial Ecology
Editorial

• 
  Jennifer A. Miller, Shawn W. Laffan, Andrew K. Skidmore, Janet Franklin:
  Modeling movement, distributions, diversity, and disturbance: introduction to the fifth special issue on spatial ecology. 1503-1507

Research Articles

• 
  John M. Humphreys, Amirsassan Mahjoor, Kelly Chinners Reiss, Andres Arias Uribe, Mark T. Brown:
  A geostatistical model for estimating edge effects and cumulative human disturbance in wetlands and coastal waters. 1508-1529
• 
  Johannes De Groeve, Francesca Cagnacci, Nathan Ranc, Nadège C. Bonnot, Benedikt Gehr, Marco Heurich, A. J. Mark Hewison, Max Kroeschel, John D. C. Linnell, Nicolas Morellet, Atle Mysterud, Robin Sandfort, Nico Van de Weghe:
  Individual Movement - Sequence Analysis Method (IM-SAM): characterizing spatio-temporal patterns of animal habitat use across landscapes. 1530-1551
• 
  Hannah Bouchillon, Norman Levine, Patricia A. Fair:
  GIS Investigation of the relationship of sex and season on the population distribution of common bottlenose dolphins (Tursiops truncatus) in Charleston, South Carolina. 1552-1566
• 
  Lukás Gábor, Vítezslav Moudrý, Vojtech Barták, Vincent Lecours:
  How do species and data characteristics affect species distribution models and when to use environmental filtering? 1567-1584
• 
  Paul Holloway:
  Aggregating the conceptualization of movement data better captures real world and simulated animal-environment relationships. 1585-1606
• 
  Rebecca W. Loraamm:
  Incorporating behavior into animal movement modeling: a constrained agent-based model for estimating visit probabilities in space-time prisms. 1607-1627
• 
  Cathlin M. Lord, Kylie P. Wirebach, Jennifer Tompkins, Casey Bradshaw-Wilson, Christopher L. Shaffer:
  Reintroduction of the European bison (Bison bonasus) in central-eastern Europe: a case study. 1628-1647
• 
  Emily C. Hazell, Claus Rinner:
  The impact of spatial scale: exploring urban butterfly abundance and richness patterns using multi-criteria decision analysis and principal component analysis. 1648-1681

Volume 34, Number 9, 2020

Research Articles

• 
  Jayakrishnan Ajayakumar, Eric Shook:
  Leveraging parallel spatio-temporal computing for crime analysis in large datasets: analyzing trends in near-repeat phenomenon of crime in cities. 1683-1707
• 
  Alina Ristea, Mohammad Al Boni, Bernd Resch, Matthew S. Gerber, Michael Leitner:
  Spatial crime distribution and prediction for sporting events using social media. 1708-1739
• 
  Bo Yang, Lin Liu, Minxuan Lan, Zengli Wang, Hanlin Zhou, Hongjie Yu:
  A spatio-temporal method for crime prediction using historical crime data and transitional zones identified from nightlight imagery. 1740-1764

Review Article

• 
  Yingwei Yan, Chen-Chieh Feng, Wei Huang, Hongchao Fan, Yi-Chen Wang, Alexander Zipf:
  Volunteered geographic information research in the first decade: a narrative review of selected journal articles in GIScience. 1765-1791

Research Articles

• 
  Taylor Anderson, Suzana Dragicevic:
  NEAT approach for testing and validation of geospatial network agent-based model processes: case study of influenza spread. 1792-1821

Review Article

• 
  Xiaojing Wu, Changxiu Cheng, Raúl Zurita-Milla, Changqing Song:
  An overview of clustering methods for geo-referenced time series: from one-way clustering to co- and tri-clustering. 1822-1848

Research Articles

• 
  Shifen Cheng, Peng Peng, Feng Lu:
  A lightweight ensemble spatiotemporal interpolation model for geospatial data. 1849-1872
• 
  Eric Hsueh-Chan Lu, Chen-Hao Liao:
  Prediction-based parking allocation framework in urban environments. 1873-1901

Volume 34, Number 10, 2020

Research Articles

• 
  Qiliang Liu, Zhihui Wu, Min Deng, Wenkai Liu, Yaolin Liu:
  Network-constrained bivariate clustering method for detecting urban black holes and volcanoes. 1903-1929
• 
  Xun Liang, Xiaoping Liu, Guangliang Chen, Jiye Leng, Youyue Wen, Guangzhao Chen:
  Coupling fuzzy clustering and cellular automata based on local maxima of development potential to model urban emergence and expansion in economic development zones. 1930-1952
• 
  Karl Rehrl, Simon Gröchenig, Stefan Kranzinger:
  Why did a vehicle stop? A methodology for detection and classification of stops in vehicle trajectories. 1953-1979
• 
  Bart Kuijpers, Georgios Technitis:
  Space-time prisms on a sphere with applications to long-distance movement. 1980-2003
• 
  Elham Naghizade, Jeffrey Chan, Martin Tomko:
  From small sets of GPS trajectories to detailed movement profiles: quantifying personalized trip-dependent movement diversity. 2004-2029
• 
  Vincent Jaillot, Sylvie Servigne, Gilles Gesquière:
  Delivering time-evolving 3D city models for web visualization. 2030-2052
• 
  Calvin A. Whealton, Jery R. Stedinger, Jared D. Smith, Teresa E. Jordan, Franklin G. Horowitz, Maria C. Richards:
  Multi-criteria spatial screening and uncertainty analysis applied to direct-use geothermal projects. 2053-2076
• 
  Hexiang Bai, Feng Cao, Peter M. Atkinson, Qian Chen, Jinfeng Wang, Yong Ge:
  Incorporating spatial association into statistical classifiers: local pattern-based prior tuning. 2077-2114

Volume 34, Number 11, 2020

Research Articles

• 
  Suphanut Jamonnak, Ye Zhao, Andrew Curtis, Shamal Al-Dohuki, Xinyue Ye, Farah Kamw, Jing Yang:
  GeoVisuals: a visual analytics approach to leverage the potential of spatial videos and associated geonarratives. 2115-2135
• 
  Tingting Xu, Jay Gao, Giovanni Coco, Shuliang Wang:
  Urban expansion in Auckland, New Zealand: a GIS simulation via an intelligent self-adapting multiscale agent-based model. 2136-2159
• 
  Denton Callander, Julie Mooney-Somers, Phillip Keen, Rebecca Guy, Tim Duck, Benjamin R. Bavinton, Andrew E. Grulich, Martin Holt, Garrett Prestage:
  Australian 'gayborhoods' and 'lesborhoods': a new method for estimating the number and prevalence of adult gay men and lesbian women living in each Australian postcode. 2160-2176
• 
  Hiroyuki Usui, Akihiro Teraki, Kei-ichi Okunuki, Toshiaki Satoh:
  A comparison of neighbourhood relations based on ordinary Delaunay diagrams and area Delaunay diagrams: an application to define the neighbourhood relations of buildings. 2177-2203
• 
  Wangshu Mu, Daoqin Tong:
  Mapping uncertain geographical attributes: incorporating robustness into choropleth classification design. 2204-2224
• 
  Min Cao, Mengxue Huang, Shangjing Ma, Guonian Lü, Min Chen:
  Analysis of the spatiotemporal riding modes of dockless shared bicycles based on tensor decomposition. 2225-2242
• 
  Peng Yue, Fan Gao, Boyi Shangguan, Zheren Yan:
  A machine learning approach for predicting computational intensity and domain decomposition in parallel geoprocessing. 2243-2274
• 
  Pengcheng Liu, Tianyuan Xiao, Jia Xiao, Tinghua Ai:
  A multi-scale representation model of polyline based on head/tail breaks. 2275-2295
• 
  Ting L. Lei:
  Geospatial data conflation: a formal approach based on optimization and relational databases. 2296-2334

Volume 34, Number 12, 2020

Research Articles

• 
  Geneviève Reid, Renée Sieber, Sammy Blackned:
  Visions of time in geospatial ontologies from Indigenous peoples: a case study with the Eastern Cree in Northern Quebec. 2335-2360
• 
  Yuan Gao, Longfei Huang, Jun Feng, Xin Wang:
  Semantic trajectory segmentation based on change-point detection and ontology. 2361-2394

Special section: Computational Movement Analysis

• 
  Somayeh Dodge, Song Gao, Martin Tomko, Robert Weibel:
  Progress in computational movement analysis - towards movement data science. 2395-2400
• 
  Maike Buchin, Bernhard Kilgus, Andrea Kölzsch:
  Group diagrams for representing trajectories. 2401-2433
• 
  Yi Qiang, Jinwen Xu:
  Empirical assessment of road network resilience in natural hazards using crowdsourced traffic data. 2434-2450
• 
  Wenwen Li, Shaohua Wang, Xiaoyi Zhang, Qingren Jia, Yuanyuan Tian:
  Understanding intra-urban human mobility through an exploratory spatiotemporal analysis of bike-sharing trajectories. 2451-2474
• 
  Ding Ma, Toshihiro Osaragi, Takuya Oki, Bin Jiang:
  Exploring the heterogeneity of human urban movements using geo-tagged tweets. 2475-2496
• 
  Yanan Xin, Alan M. MacEachren:
  Characterizing traveling fans: a workflow for event-oriented travel pattern analysis using Twitter data. 2497-2516
• 
  Anita Graser, Peter Widhalm, Melitta Dragaschnig:
  The M³ massive movement model: a distributed incrementally updatable solution for big movement data exploration. 2517-2540