689
Views
53
CrossRef citations to date
0
Altmetric
Articles

Parallel cellular automata for large-scale urban simulation using load-balancing techniques

, , &
Pages 803-820 | Received 11 Jan 2009, Accepted 09 Jun 2009, Published online: 02 Mar 2010

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (14)

Haoming Zhuang, Guangzhao Chen, Yuchao Yan, Bingjie Li, Li Zeng, Jinpei Ou, Kangyao Liu & Xiaoping Liu. (2022) Simulation of urban land expansion in China at 30 m resolution through 2050 under shared socioeconomic pathways. GIScience & Remote Sensing 59:1, pages 1301-1320.
Read now
Chang Xia, Haijun Wang, Anqi Zhang & Wenting Zhang. (2018) A high-performance cellular automata model for urban simulation based on vectorization and parallel computing technology. International Journal of Geographical Information Science 32:2, pages 399-424.
Read now
Yimin Chen, Xiaoping Liu & Xia Li. (2017) Calibrating a Land Parcel Cellular Automaton (LP-CA) for urban growth simulation based on ensemble learning. International Journal of Geographical Information Science 31:12, pages 2480-2504.
Read now
Sulaiman Ibrahim Musa, Mazlan Hashim & Mohd Nadzri Md Reba. (2017) A review of geospatial-based urban growth models and modelling initiatives. Geocarto International 32:8, pages 813-833.
Read now
Somaie Abolhasani, Mohammad Taleai, Mohammad Karimi & Adel Rezaee Node. (2016) Simulating urban growth under planning policies through parcel-based cellular automata (ParCA) model. International Journal of Geographical Information Science 30:11, pages 2276-2301.
Read now
Qingfeng Guan, Xuan Shi, Miaoqing Huang & Chenggang Lai. (2016) A hybrid parallel cellular automata model for urban growth simulation over GPU/CPU heterogeneous architectures. International Journal of Geographical Information Science 30:3, pages 494-514.
Read now
Mingqiang Guo, Qingfeng Guan, Zhong Xie, Liang Wu, Xiangang Luo & Ying Huang. (2015) A spatially adaptive decomposition approach for parallel vector data visualization of polylines and polygons. International Journal of Geographical Information Science 29:8, pages 1419-1440.
Read now
Lucas Benedičič, Felipe A. Cruz, Tsuyoshi Hamada & Peter Korošec. (2014) A GRASS GIS parallel module for radio-propagation predictions. International Journal of Geographical Information Science 28:4, pages 799-823.
Read now
Qingqing He, Lan Dai, Wenting Zhang, Haijun Wang, Siyuan Liu & Sanwei He. (2013) An unsupervised classifier for remote-sensing imagery based on improved cellular automata. International Journal of Remote Sensing 34:21, pages 7821-7837.
Read now
Huiran Jin & Giorgos Mountrakis. (2013) Integration of urban growth modelling products with image-based urban change analysis. International Journal of Remote Sensing 34:15, pages 5468-5486.
Read now
Zhaoya Gong, Wenwu Tang, DavidA. Bennett & Jean-Claude Thill. (2013) Parallel agent-based simulation of individual-level spatial interactions within a multicore computing environment. International Journal of Geographical Information Science 27:6, pages 1152-1170.
Read now

Articles from other publishers (39)

Canying Zeng, Shaohua Wu, Hua Zhou & Min Cheng. (2022) The Impact of Urbanization Growth Patterns on Carbon Dioxide Emissions: Evidence from Guizhou, West of China. Land 11:8, pages 1211.
Crossref
Haoming Zhuang, Xiaoping Liu, Xun Liang, Yuchao Yan, Jinqiang He, Yiling Cai, Changjiang Wu, Xinchang Zhang & Honghui Zhang. (2021) Tensor‐CA: A high‐performance cellular automata model for land use simulation based on vectorization and GPU. Transactions in GIS 26:2, pages 755-778.
Crossref
Sonali Sharma, M. M. Anees, Mani Sharma & P. K. Joshi. (2020) Longitudinal study of changes in ecosystem services in a city of lakes, Bhopal, India. Energy, Ecology and Environment 6:5, pages 408-424.
Crossref
Yasir Afaq & Ankush Manocha. (2021) Analysis on change detection techniques for remote sensing applications: A review. Ecological Informatics 63, pages 101310.
Crossref
Franco Cicirelli, Andrea Giordano & Carlo Mastroianni. (2021) Analysis of Global and Local Synchronization in Parallel Computing. IEEE Transactions on Parallel and Distributed Systems 32:5, pages 988-1000.
Crossref
Andrea Giordano, Alessio De Rango, Rocco Rongo, Donato D'Ambrosio & William Spataro. (2021) Dynamic Load Balancing in Parallel Execution of Cellular Automata. IEEE Transactions on Parallel and Distributed Systems 32:2, pages 470-484.
Crossref
Jianbo Zhang, Zhuangzhuang Ye & Kai Zheng. (2021) A Parallel Computing Approach to Spatial Neighboring Analysis of Large Amounts of Terrain Data Using Spark. Sensors 21:2, pages 365.
Crossref
Yuwei Wang, Zongyao Sha, Xicheng Tan, Hai Lan, Xuefeng Liu & Jing Rao. (2020) Modeling urban growth by coupling localized spatio-temporal association analysis and binary logistic regression. Computers, Environment and Urban Systems 81, pages 101482.
Crossref
Xiaocong Xu, Yuanying Zhang & Yimin Chen. (2020) Projecting China's future water footprint under the shared socio-economic pathways. Journal of Environmental Management 260, pages 110102.
Crossref
Zhaoya Gong & Wenwu Tang. 2020. High Performance Computing for Geospatial Applications. High Performance Computing for Geospatial Applications 211 225 .
Junfeng Kang, Lei Fang, Shuang Li & Xiangrong Wang. (2019) Parallel Cellular Automata Markov Model for Land Use Change Prediction over MapReduce Framework. ISPRS International Journal of Geo-Information 8:10, pages 454.
Crossref
Wei Hu, Lin Li, Chao Wu, Hang Zhang & Haihong Zhu. (2019) A parallel method for accelerating visualization and interactivity for vector tiles. PLOS ONE 14:8, pages e0221075.
Crossref
JIŘÍ KROC, FRANCISCO JIMÉNEZ-MORALES, J. L. GUISADO, MARÍA CARMEN LEMOS & JAKUB TKÁČ. (2019) BUILDING EFFICIENT COMPUTATIONAL CELLULAR AUTOMATA MODELS OF COMPLEX SYSTEMS: BACKGROUND, APPLICATIONS, RESULTS, SOFTWARE, AND PATHOLOGIES. Advances in Complex Systems 22:05, pages 1950013.
Crossref
Fang Huang, Bo Tie, Jian Tao, Xicheng Tan & Yan Ma. (2019) Methodology and optimization for implementing cluster-based parallel geospatial algorithms with a case study. Cluster Computing.
Crossref
Robert Olszewski, Piotr Pałka, Agnieszka Turek, Bogna Kietlińska, Tadeusz Płatkowski & Marek Borkowski. (2019) Spatiotemporal Modeling of the Smart City Residents’ Activity with Multi-Agent Systems. Applied Sciences 9:10, pages 2059.
Crossref
Md Kutubuddin Dhali, Monalisha Chakraborty & Mehebub Sahana. (2019) Assessing spatio-temporal growth of urban sub-centre using Shannon’s entropy model and principle component analysis: A case from North 24 Parganas, lower Ganga River Basin, India. The Egyptian Journal of Remote Sensing and Space Science 22:1, pages 25-35.
Crossref
Yimin Chen, Xia Li, Xiaoping Liu, Yuangying Zhang & Min Huang. (2019) Tele-connecting China's future urban growth to impacts on ecosystem services under the shared socioeconomic pathways. Science of The Total Environment 652, pages 765-779.
Crossref
Lang Xu, Qiuhao Huang, Dongdong Ding, Mengyuan Mei & Hetian Qin. (2018) Modelling urban expansion guided by land ecological suitability: A case study of Changzhou City, China. Habitat International 75, pages 12-24.
Crossref
Brian Deal, Haozhi Pan & Youshan Zhuang. 2018. Comprehensive Geographic Information Systems. Comprehensive Geographic Information Systems 401 423 .
Qingfeng Guan, Shujian Hu, Yang Liu & Shuo Yun. 2018. GeoComputational Analysis and Modeling of Regional Systems. GeoComputational Analysis and Modeling of Regional Systems 55 74 .
Wenwu Tang, Wenpeng Feng, Jing Deng, Meijuan Jia & Huifang Zuo. 2018. GeoComputational Analysis and Modeling of Regional Systems. GeoComputational Analysis and Modeling of Regional Systems 37 54 .
Jinli Miao, Qingfeng Guan & Shujian Hu. (2017) pRPL + pGTIOL: The marriage of a parallel processing library and a parallel I/O library for big raster data. Environmental Modelling & Software 96, pages 347-360.
Crossref
Zhenqiang Li, Xuefeng Guan, Huayi Wu & Jianya Gong. (2017) A Novel k-Means Clustering Based Task Decomposition Method for Distributed Vector-Based CA Models. ISPRS International Journal of Geo-Information 6:4, pages 93.
Crossref
Zhenjie Chen, Chen Zhou, Manchun Li, A-xing Zhu, Qiuhao Huang & Yuzhe Pian. (2017) Adaptable parallel strategy to extract polygons from massive classified images on multi-core clusters. Concurrency and Computation: Practice and Experience 29:4, pages e3861.
Crossref
Kashif Zia, Alois Ferscha, Ahmad Din, Khurram Shahzad & Awais Majeed. (2016) Impact of ICT-mediated collective awareness on urban mobility. Complex Adaptive Systems Modeling 4:1.
Crossref
Ick-Hoi Kim, Ming-Hsiang Tsou & Chen-Chieh Feng. (2015) Design and implementation strategy of a parallel agent-based Schelling model. Computers, Environment and Urban Systems 49, pages 30-41.
Crossref
Qingfeng Guan, Wen Zeng, Junfang Gong & Shuo Yun. (2014) pRPL 2.0: Improving the Parallel Raster Processing Library. Transactions in GIS 18, pages 25-52.
Crossref
M Kühbach, L A Barrales-Mora & G Gottstein. (2014) A massively parallel cellular automaton for the simulation of recrystallization. Modelling and Simulation in Materials Science and Engineering 22:7, pages 075016.
Crossref
Kashif Zia, Katayoun Farrahi, Andreas Riener & Alois Ferscha. (2013) An agent-based parallel geo-simulation of urban mobility during city-scale evacuation. SIMULATION 89:10, pages 1184-1214.
Crossref
Amanda Peters Randles, David G. Rand, Christopher Lee, Greg Morrisett, Jayanta Sircar, Martin A. Nowak & Hanspeter Pfister. (2013) Massively Parallel Model of Extended Memory Use in Evolutionary Game Dynamics. Massively Parallel Model of Extended Memory Use in Evolutionary Game Dynamics.
Brett A. Bryan. (2013) High-performance computing tools for the integrated assessment and modelling of social–ecological systems. Environmental Modelling & Software 39, pages 295-303.
Crossref
Kashif Zia, Katayoun Farrahi, Alexei Sharpanskykh, Alois Ferscha & Lev Muchnik. 2013. Advances on Practical Applications of Agents and Multi-Agent Systems. Advances on Practical Applications of Agents and Multi-Agent Systems 324 328 .
Kashif Zia & Alois Ferscha. 2013. Co-evolution of Intelligent Socio-technical Systems. Co-evolution of Intelligent Socio-technical Systems 239 293 .
Guo Cheng, Lu Liu, Ning Jing, Luo Chen & Wei Xiong. (2012) General-purpose optimization methods for parallelization of digital terrain analysis based on cellular automata. Computers & Geosciences 45, pages 57-67.
Crossref
Kashif Zia, Andreas Riener, Katayoun Farrahi & Alois Ferscha. (2012) A New Opportunity to Urban Evacuation Analysis: Very Large Scale Simulations of Social Agent Systems in Repast HPC. A New Opportunity to Urban Evacuation Analysis: Very Large Scale Simulations of Social Agent Systems in Repast HPC.
Dan Li, Xia Li, XiaoPing Liu, YiMin Chen, ShaoYing Li, Kai Liu, JiGang Qiao, YiZhong Zheng, YiHan Zhang & ChunHua Lao. (2012) GPU-CA model for large-scale land-use change simulation. Chinese Science Bulletin 57:19, pages 2442-2452.
Crossref
Pece V. Gorsevski, Charles M. Onasch, John R. Farver & Xinyue Ye. (2012) Detecting grain boundaries in deformed rocks using a cellular automata approach. Computers & Geosciences 42, pages 136-142.
Crossref
Dimitrios Triantakonstantis & Giorgos Mountrakis. (2012) Urban Growth Prediction: A Review of Computational Models and Human Perceptions. Journal of Geographic Information System 04:06, pages 555-587.
Crossref
Mingyuan Hu, Hui Lin, Bingli Xu, Ya Hu, Sammy Tang & Weitao Che. 2012. Geospatial Techniques for Managing Environmental Resources. Geospatial Techniques for Managing Environmental Resources 15 32 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.