IJGIS - volume 34 - 2020 论文列表 |
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Volume 34, Number 12, 2020
Anita Graser Peter Widhalm Melitta Dragaschnig
Characterizing traveling fans: a workflow for event-oriented travel pattern analysis using Twitter data. Exploring the heterogeneity of human urban movements using geo-tagged tweets.
Ding Ma Toshihiro Osaragi Takuya Oki Bin Jiang
Understanding intra-urban human mobility through an exploratory spatiotemporal analysis of bike-sharing trajectories.Wenwen Li Shaohua Wang Xiaoyi Zhang Qingren Jia Yuanyuan Tian
Empirical assessment of road network resilience in natural hazards using crowdsourced traffic data. Group diagrams for representing trajectories.Maike Buchin Bernhard Kilgus Andrea Kölzsch
Progress in computational movement analysis - towards movement data science.Somayeh Dodge Song Gao Martin Tomko Robert Weibel
Semantic trajectory segmentation based on change-point detection and ontology. Visions of time in geospatial ontologies from Indigenous peoples: a case study with the Eastern Cree in Northern Quebec.Volume 34, Number 11, 2020
Pengcheng Liu Tianyuan Xiao Jia Xiao Tinghua Ai
A machine learning approach for predicting computational intensity and domain decomposition in parallel geoprocessing.Peng Yue Fan Gao Boyi Shangguan Zheren Yan
Analysis of the spatiotemporal riding modes of dockless shared bicycles based on tensor decomposition.Min Cao Mengxue Huang Shangjing Ma Guonian Lü Min Chen
Mapping uncertain geographical attributes: incorporating robustness into choropleth classification design. A comparison of neighbourhood relations based on ordinary Delaunay diagrams and area Delaunay diagrams: an application to define the neighbourhood relations of buildings.Hiroyuki Usui Akihiro Teraki Kei-ichi Okunuki Toshiaki Satoh
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.Denton Callander Julie Mooney-Somers Phillip Keen Rebecca Guy Tim Duck Benjamin R. Bavinton Andrew E. Grulich Martin Holt Garrett Prestage
Urban expansion in Auckland, New Zealand: a GIS simulation via an intelligent self-adapting multiscale agent-based model.Tingting Xu Jay Gao Giovanni Coco Shuliang Wang
GeoVisuals: a visual analytics approach to leverage the potential of spatial videos and associated geonarratives.Suphanut Jamonnak Ye Zhao Andrew Curtis Shamal Al-Dohuki Xinyue Ye Farah Kamw Jing Yang
Volume 34, Number 10, 2020
Hexiang Bai Feng Cao Peter M. Atkinson Qian Chen Jinfeng Wang Yong Ge
Multi-criteria spatial screening and uncertainty analysis applied to direct-use geothermal projects.Calvin A. Whealton Jery R. Stedinger Jared D. Smith Teresa E. Jordan Franklin G. Horowitz Maria C. Richards
Delivering time-evolving 3D city models for web visualization.Vincent Jaillot Sylvie Servigne Gilles Gesquière
From small sets of GPS trajectories to detailed movement profiles: quantifying personalized trip-dependent movement diversity.Elham Naghizade Jeffrey Chan Martin Tomko
Space-time prisms on a sphere with applications to long-distance movement.Bart Kuijpers Georgios Technitis
Why did a vehicle stop? A methodology for detection and classification of stops in vehicle trajectories.Karl Rehrl Simon Gröchenig Stefan Kranzinger
Coupling fuzzy clustering and cellular automata based on local maxima of development potential to model urban emergence and expansion in economic development zones.Xun Liang Xiaoping Liu Guangliang Chen Jiye Leng Youyue Wen Guangzhao Chen
Network-constrained bivariate clustering method for detecting urban black holes and volcanoes.Volume 34, Number 9, 2020
Eric Hsueh-Chan Lu Chen-Hao Liao
A lightweight ensemble spatiotemporal interpolation model for geospatial data.Shifen Cheng Peng Peng Feng Lu
An overview of clustering methods for geo-referenced time series: from one-way clustering to co- and tri-clustering.Xiaojing Wu Changxiu Cheng Raúl Zurita-Milla Changqing Song
NEAT approach for testing and validation of geospatial network agent-based model processes: case study of influenza spread.Taylor Anderson Suzana Dragicevic
Volunteered geographic information research in the first decade: a narrative review of selected journal articles in GIScience.Yingwei Yan Chen-Chieh Feng Wei Huang Hongchao Fan Yi-Chen Wang Alexander Zipf
A spatio-temporal method for crime prediction using historical crime data and transitional zones identified from nightlight imagery.Bo Yang Lin Liu Minxuan Lan Zengli Wang Hanlin Zhou Hongjie Yu
Spatial crime distribution and prediction for sporting events using social media.Alina Ristea Mohammad Al Boni Bernd Resch Matthew S. Gerber Michael Leitner
Leveraging parallel spatio-temporal computing for crime analysis in large datasets: analyzing trends in near-repeat phenomenon of crime in cities.Volume 34, Number 8, 2020
Cathlin M. Lord Kylie P. Wirebach Jennifer Tompkins Casey Bradshaw-Wilson Christopher L. Shaffer
Incorporating behavior into animal movement modeling: a constrained agent-based model for estimating visit probabilities in space-time prisms. Aggregating the conceptualization of movement data better captures real world and simulated animal-environment relationships. How do species and data characteristics affect species distribution models and when to use environmental filtering?Lukás Gábor Vítezslav Moudrý Vojtech Barták Vincent Lecours
GIS Investigation of the relationship of sex and season on the population distribution of common bottlenose dolphins (Tursiops truncatus) in Charleston, South Carolina.Hannah Bouchillon Norman Levine Patricia A. Fair
Individual Movement - Sequence Analysis Method (IM-SAM): characterizing spatio-temporal patterns of animal habitat use across landscapes.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
A geostatistical model for estimating edge effects and cumulative human disturbance in wetlands and coastal waters.John M. Humphreys Amirsassan Mahjoor Kelly Chinners Reiss Andres Arias Uribe Mark T. Brown
Modeling movement, distributions, diversity, and disturbance: introduction to the fifth special issue on spatial ecology.Jennifer A. Miller Shawn W. Laffan Andrew K. Skidmore Janet Franklin
Volume 34, Number 7, 2020
Yaqian Zhai Yao Yao Qingfeng Guan Xun Liang Xia Li Yongting Pan Hanqiu Yue Zehao Yuan Jianfeng Zhou
Predictive land value modelling in Guatemala City using a geostatistical approach and Space Syntax.Jose Morales Alfred Stein Johannes Flacke Jaap Zevenbergen
MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings.Lucas May Petry Camila Leite da Silva Andrea Esuli Chiara Renso Vania Bogorny
Obfuscating spatial point tracks with simulated crowding.Simon Scheider Jiong Wang Maarten Mol Oliver Schmitz Derek Karssenberg
Computational improvements to multi-scale geographically weighted regression.Ziqi Li A. Stewart Fotheringham
Geographically neural network weighted regression for the accurate estimation of spatial non-stationarity.Zhenhong Du Zhongyi Wang Sensen Wu Feng Zhang Renyi Liu
Interoperable information model for geovisualization and interaction in XR environments. Minimum geocoding match rates: an international study of the impact of data and areal unit sizes.Martin A. Andresen Nick Malleson Wouter Steenbeek Michael K. Townsley Christophe Vandeviver
Reestimating a minimum acceptable geocoding hit rate for conducting a spatial analysis. Emerging trends and research frontiers in spatial multicriteria analysis.Volume 34, Number 6, 2020
Shuhui Gong John Cartlidge Ruibin Bai Yang Yue Qingquan Li Guoping Qiu
SOVAS: a scalable online visual analytic system for big climate data analysis.Zhenlong Li Qunying Huang Yuqin Jiang Fei Hu
Mining spatiotemporal association patterns from complex geographic phenomena.Zhanjun He Min Deng Jiannan Cai Zhong Xie Qingfeng Guan Chao Yang
Identifying primary public transit corridors using multi-source big transit data.Tong Zhang Yicong Li Hui Yang Chenrong Cui Jing Li Qinghua Qiao
Fine-grained landuse characterization using ground-based pictures: a deep learning solution based on globally available data.Shivangi Srivastava John E. Vargas-Munoz Sylvain Lobry Devis Tuia
An empirical study on the intra-urban goods movement patterns using logistics big data.Pengxiang Zhao Xintao Liu Wenzhong Shi Tao Jia Wengen Li Min Chen
Big Spatiotemporal Data Analytics: a research and innovation frontier.Volume 34, Number 5, 2020
Xue Yang Luliang Tang Chang Ren Yang Chen Zhong Xie Qingquan Li
Evaluating the impact of visualization of risk upon emergency route-planning.Lisa Cheong Christoph Kinkeldey Ingrid Burfurd Susanne Bleisch Matt Duckham
Detecting regional dominant movement patterns in trajectory data with a convolutional neural network. A novel residual graph convolution deep learning model for short-term network-based traffic forecasting.Yang Zhang Tao Cheng Yibin Ren Kun Xie
Automatic extraction of road intersection points from USGS historical map series using deep convolutional neural networks.Mahmoud Saeedimoghaddam Tomasz F. Stepinski
Using a maximum entropy model to optimize the stochastic component of urban cellular automata models.Haijun Wang Bin Zhang Chang Xia Sanwei He Wenting Zhang
A land-use mix allocation model considering adjacency, intensity, and proximity. A review of assessment methods for cellular automata models of land-use change and urban growth. Spatio-temporal regression kriging for modelling urban NO2 concentrations.Volume 34, Number 4, 2020
Weiwei Duan Yao-Yi Chiang Stefan Leyk Johannes H. Uhl Craig A. Knoblock
A hybrid integrated deep learning model for the prediction of citywide spatio-temporal flow volumes.Yibin Ren Huanfa Chen Yong Han Tao Cheng Yang Zhang Ge Chen
A locally-constrained YOLO framework for detecting small and densely-distributed building footprints.Yiqun Xie Jiannan Cai Rahul Bhojwani Shashi Shekhar Joseph F. Knight
A global analysis of cities' geosocial temporal signatures for points of interest hours of operation.Kevin A. Sparks Gautam S. Thakur Amol Pasarkar Marie L. Urban
Spatial interpolation using conditional generative adversarial neural networks.Di Zhu Ximeng Cheng Fan Zhang Xin Yao Yong Gao Yu Liu
Machine learning for cross-gazetteer matching of natural features.Elise Acheson Michele Volpi Ross S. Purves
Street-Frontage-Net: urban image classification using deep convolutional neural networks.Stephen Law Chanuki Seresinhe Yao Shen Mario Gutiérrez-Roig
Using multi-scale and hierarchical deep convolutional features for 3D semantic classification of TLS point clouds. Automated terrain feature identification from remote sensing imagery: a deep learning approach. GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond.Krzysztof Janowicz Song Gao Grant McKenzie Yingjie Hu Budhendra Bhaduri
Volume 34, Number 3, 2020
Haiyan Tao Keli Wang Li Zhuo Xuliang Li Qiuping Li Yuan Liu Yong Xu
Spatial interpolation of marine environment data using P-MSN.Bingbo Gao Mao-Gui Hu Jinfeng Wang Chengdong Xu Ziyue Chen Hai-Mei Fan Haiyuan Ding
A deep learning architecture for semantic address matching.Yue Lin Mengjun Kang Yuyang Wu Qingyun Du Tao Liu
An evaluation of compression algorithms applied to moving object trajectories.Yoran E. Leichsenring Fabiano Baldo
CostMAP: an open-source software package for developing cost surfaces using a multi-scale search kernel.Brendan A. Hoover Sean Yaw Richard S. Middleton
Migration pattern of Yellow-throated buntings revealed by isotope-based geographic assignment.Chang-Yong Choi Hyun-Young Nam Jong-Gil Park Gi-Chang Bing
Integrated edge detection and terrain analysis for agricultural terrace delineation from remote sensing images.Wen Dai Jiaming Na Nan Huang Guanghui Hu Xin Yang Guoan Tang Liyang Xiong Fayuan Li
Free and open source GIS in South America: political inroads and local advocacy. A fast candidate viewpoints filtering algorithm for multiple viewshed site planning. Spatio-temporal modeling of PM2.5 concentrations with missing data problem: a case study in Beijing, China.Volume 34, Number 2, 2020
Iranga Subasinghe Silvia Nittel Michael Cressey Melissa Landon Prashanta Bajracharya
Assessing public transit performance using real-time data: spatiotemporal patterns of bus operation delays in Columbus, Ohio, USA.Yongha Park Jerry Mount Luyu Liu Ningchuan Xiao Harvey J. Miller
Real-time and archival data visualisation techniques in city dashboards. Estimating real-time high-street footfall from Wi-Fi probe requests.Balamurugan Soundararaj James A. Cheshire Paul A. Longley
Real-time GIS for smart cities.Wenwen Li Michael Batty Michael F. Goodchild
The 'Incense Road' from Petra to Gaza: an analysis using GIS and Cost functions.Motti Zohar Tali Erickson-Gini
Accelerating the shortest-path calculation using cut nodes for problem reduction and division.Wei Wei Weidong Yang Weibin Yao Heyang Xu
3D BIM-enabled spatial query for retrieving property boundaries: a case study in Victoria, Australia.Maryam Barzegar Abbas Rajabifard Mohsen Kalantari Behnam Atazadeh
Comparative usability of an augmented reality sandtable and 3D GIS for education.Antoni B. Moore Ben Kai Daniel Greg Leonard Holger Regenbrecht Judy Rodda Lewis Baker Raki Ryan Steven Mills
SOCO-Field: observation capability representation for GeoTask-oriented multi-sensor planning cognition.Volume 34, Number 1, 2020
Yueyong Pang Liangchen Zhou Bingxian Lin Guonian Lv Chi Zhang
Modelling perceived risks to personal privacy from location disclosure on online social networks.Fatma Alrayes Alia I. Abdelmoty W. B. El-Geresy George Theodorakopoulos
Road network generalization considering traffic flow patterns.Wenhao Yu Yifan Zhang Tinghua Ai Qingfeng Guan Zhanlong Chen Haixia Li
Road and travel time cross-validation for urban modelling.Henry Crosby Theodoros Damoulas Stephen A. Jarvis
A new cellular automata framework of urban growth modeling by incorporating statistical and heuristic methods. A polyhedra-based model for moving regions in databases. Logsum-type space-time accessibility measures (STAMs) that can be calibrated under a definite time budget. Fourth paradigm GIScience? Prospects for automated discovery and explanation from data.