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International Journal of Geographical Information Science Volume 31, 2017 - Issue 5
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Original Articles

A context-sensitive correlated random walk: a new simulation model for movement

Sean C. AhearnCenter for Advanced Research of Spatial Information (CARSI), Department of Geography, City University of New York, Hunter College, New York, NY, USACorrespondence[email protected]
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,
Somayeh DodgeDepartment of Geography, Environment and Society, University of Minnesota, Twin Cities, Minneapolis, MN, USA;Department of Geography and Environmental Studies, University of Colorado, Colorado Springs, CO, USACorrespondence[email protected]
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Achara SimcharoenResearch Division, Department of National Parks, Wildlife, Plant Conservation, Bangkok, ThailandView further author information
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Glenn XavierDepartment of Geography and Environmental Studies, University of Colorado, Colorado Springs, CO, USAView further author information
&
James L.D. SmithDepartment of Fisheries and Wildlife, University of Minnesota, Twin Cities, St. Paul, MN, USAView further author information
Pages 867-883 | Received 26 Jul 2015, Accepted 09 Aug 2016, Published online: 30 Aug 2016

Citations (30)

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Read on this site (5)

Crystal J. Bae & Somayeh Dodge. (2023) Assessing the cognition of movement trajectory visualizations: interpreting speed and direction. Cartography and Geographic Information Science 50:2, pages 143-161.
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Rebecca W. Loraamm. (2020) Incorporating behavior into animal movement modeling: a constrained agent-based model for estimating visit probabilities in space-time prisms. International Journal of Geographical Information Science 34:8, pages 1607-1627.
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Harvey J. Miller, Somayeh Dodge, Jennifer Miller & Gil Bohrer. (2019) Towards an integrated science of movement: converging research on animal movement ecology and human mobility science. International Journal of Geographical Information Science 33:5, pages 855-876.
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Paul Holloway. (2018) Simulating Movement-Related Resource Dynamics to Improve Species Distribution Models: A Case Study with Oilbirds in Northern South America. The Professional Geographer 70:4, pages 528-540.
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Mohammad Sharif & Ali Asghar Alesheikh. (2017) Context-awareness in similarity measures and pattern discoveries of trajectories: a context-based dynamic time warping method. GIScience & Remote Sensing 54:3, pages 426-452.
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Articles from other publishers (25)

Richard M. Gunner, Rory P. Wilson, Mark D. Holton, Nigel C. Bennett, Abdulaziz N. Alagaili, Mads F. Bertelsen, Osama B. Mohammed, Tobias Wang, Paul R. Manger, Khairi Ismael & D. Michael Scantlebury. (2023) Examination of head versus body heading may help clarify the extent to which animal movement pathways are structured by environmental cues?. Movement Ecology 11:1.
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Katherine Ho & Rebecca Loraamm. (2023) Using a Cost-Distance Time-Geographic Approach to Identify Red Deer Habitat Use in Banff National Park, Alberta, Canada. ISPRS International Journal of Geo-Information 12:8, pages 339.
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Saeed Mehri, Ali Asghar Alesheikh & Anahid Basiri. (2023) A context-aware approach for vessels’ trajectory prediction. Ocean Engineering 282, pages 114916.
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Somayeh Dodge & Trisalyn A. Nelson. (2023) A framework for modern time geography: emphasizing diverse constraints on accessibility. Journal of Geographical Systems 25:3, pages 357-375.
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Tianchen Ruan, Yang Huang, Qiuming Zhu, Caiyong Hao & Qihui Wu. (2023) Multi-Stage RF Emitter Search and Geolocation With UAV: A Cognitive Learning-Based Method. IEEE Transactions on Vehicular Technology 72:5, pages 6349-6362.
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Ludovica Luisa Vissat, Shlomo Cain, Sivan Toledo, Orr Spiegel & Wayne M. Getz. (2023) Categorizing the geometry of animal diel movement patterns with examples from high-resolution barn owl tracking. Movement Ecology 11:1.
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Stefan Popp & Anna Dornhaus. (2023) Ants combine systematic meandering and correlated random walks when searching for unknown resources. iScience, pages 105916.
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Zhan Kong, Yaqi Cui, Wei Xiong, Zhenyu Xiong & Pingliang Xu. (2022) Ship Target Recognition Based on Context-Enhanced Trajectory. ISPRS International Journal of Geo-Information 11:12, pages 584.
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Wayne M. Getz. (2022) A hierarchical path-segmentation movement ecology framework. Ecological Processes 11:1.
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Géraldine Pérez, Amaël Dupaix, Laurent Dagorn, Jean-Louis Deneubourg, Kim Holland, Sunil Beeharry & Manuela Capello. (2022) Correlated Random Walk of tuna in arrays of Fish Aggregating Devices: A field-based model from passive acoustic tagging. Ecological Modelling 470, pages 110006.
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Scott Pezanowski, Alan M. MacEachren & Prasenjit Mitra. (2022) Differentiating geographic movement described in text documents. Transactions in GIS 26:2, pages 923-948.
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Sarah R. Supp, Gil Bohrer, John Fieberg & Frank A. La Sorte. (2021) Estimating the movements of terrestrial animal populations using broad-scale occurrence data. Movement Ecology 9:1.
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Chang Ren, Luliang Tang, Jed Long, Zihan Kan & Xue Yang. (2021) Modelling Place Visit Probability Sequences during Trajectory Data Gaps Based on Movement History. ISPRS International Journal of Geo-Information 10:7, pages 456.
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Somayeh Dodge, Rongxiang Su, Jasper Johnson, Achara Simcharoen, Konstadinos Goulias, James L.D. Smith & Sean C. Ahearn. (2021) ORTEGA: An object-oriented time-geographic analytical approach to trace space-time contact patterns in movement data. Computers, Environment and Urban Systems 88, pages 101630.
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Jugal Patel, Jeffrey Katan, Liliana Perez & Raja Sengupta. (2021) Transferring decision boundaries onto a geographic space: Agent rules extracted from movement data using classification trees. Transactions in GIS 25:3, pages 1176-1192.
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Rebecca Loraamm, James Anderson & Claire Burch. (2021) Identifying road avoidance behavior using time‐geography for red deer in Banff National Park, Alberta, Canada. Transactions in GIS 25:3, pages 1331-1346.
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Michael A. Patten, Alexandra A. Barnard, Claire M. Curry, Henry Dang & Rebecca W. Loraamm. (2021) Forging a Bayesian link between habitat selection and avoidance behavior in a grassland grouse. Scientific Reports 11:1.
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Somayeh Dodge. (2019) A Data Science Framework for Movement. Geographical Analysis 53:1, pages 92-112.
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Rebecca Loraamm, Joni Downs, James Anderson & David S. Lamb. (2020) PySTPrism: Tools for voxel-based space–time prisms. SoftwareX 12, pages 100499.
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Jed A. Long. (2019) Estimating wildlife utilization distributions using randomized shortest paths. Landscape Ecology 34:11, pages 2509-2521.
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Erick M. G. Cordeiro, James F. Campbell, Thomas W. Phillips & Kimberly A. With. (2018) Behavioral and social mechanisms behind pattern formation: an experimental study of animal movement. Landscape Ecology 33:11, pages 1881-1894.
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Sean C. Ahearn & Somayeh Dodge. (2018) Recursive multi‐frequency segmentation of movement trajectories (ReMuS). Methods in Ecology and Evolution 9:4, pages 1075-1087.
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Pengdong Zhang, Jasper Beernaerts & Nico Van de Weghe. (2018) A Hybrid Approach Combining the Multi-Temporal Scale Spatio-Temporal Network with the Continuous Triangular Model for Exploring Dynamic Interactions in Movement Data: A Case Study of Football. ISPRS International Journal of Geo-Information 7:1, pages 31.
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Paul Holloway & Jennifer A. Miller. 2018. Comprehensive Geographic Information Systems. Comprehensive Geographic Information Systems 162 180 .
Mohammad Sharif & Ali Asghar Alesheikh. (2018) Context-aware movement analytics: implications, taxonomy, and design framework. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 8:1, pages e1233.
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