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Modelling Urban Development with Geographical Information Systems and Cellular Automata

Michael Batty
2010 Photogrammetric Record  
Model iMpleMentation in gis Cellular automata modelling and giS Cellular automata models can be implemented within many types of software (Batty 1997) .  ...  By using the Sydney database, the cellular automata model of urban development is tested and calibrated in Chapter 5.  ...  This indicates that under the weak planning control factors, more non-urban areas will be chosen for development.  ... 
doi:10.1111/j.1477-9730.2010.00593.x fatcat:qtafjg5qq5cr7n4hbq7pktwqfy

Vadere: An Open-Source Simulation Framework to Promote Interdisciplinary Understanding

Benedikt Kleinmeier, Benedikt Zönnchen, Marion Gödel, Gerta Köster
2019 Collective Dynamics  
Yet, unlike for many classic dynamical systems in physics, there is no universally accepted locomotion model for crowd dynamics.  ...  Psychologists, sociologists, traffic engineers, physicists, mathematicians and computer scientists all strive to understand the dynamics of a moving crowd.  ...  For example, in [54, 55] the authors use empirical trajectory data to improve the static floor field of their model. This data-driven approach might be beneficial beyond cellular automata.  ... 
doi:10.17815/cd.2019.21 fatcat:6mtbvxa4b5bmrbjvz5cszic7wy

Integrated modeling in urban hydrology: reviewing the role of monitoring technology in overcoming the issue of 'big data' requirements

Michael G. Hutchins, Scott J. McGrane, James D. Miller, Alex Hagen-Zanker, Thomas R. Kjeldsen, Simon J. Dadson, Clare S. Rowland
2016 WIREs Water  
Increasingly, the application of models in urban hydrology has undergone a shift toward integrated structures that recognise the interconnected nature of the urban landscape and both the natural and engineered  ...  Many applications of integrated models look to  ...  Acknowledgements We are grateful to the Natural Environment Research Council (NERC UK) for funding this research as part of the Changing Water Cycle programme (NE/K002317/1).  ... 
doi:10.1002/wat2.1177 fatcat:xw7v77maqfcnjgjxmu4vld2rje

Impact of land use change on hydrological systems: A review of current modeling approaches

G.S. Dwarakish, B.P. Ganasri, Lucia De Stefano
2015 Cogent Geoscience  
Both climate and land use and land cover change have great influence on the hydrological response of a watershed.  ...  The main aim of this study is to provide a detailed review of studies which have been carried out to analyze the hydrological impacts of land use change, and also to evaluate different scenario modeling  ...  Wijesekara et al. (2012) have undertaken a study to assess the impact of potential land use changes over next 20 years on the hydrologic processes by combining the Cellular Automata model and MIKE-SHE  ... 
doi:10.1080/23312041.2015.1115691 fatcat:pz5xhul7wbgufpfqjppdkk6qyq

Vadere: An open-source simulation framework to promote interdisciplinary understanding [article]

Benedikt Kleinmeier, Benedikt Zönnchen, Marion Gödel, Gerta Köster
2019 arXiv   pre-print
Yet, unlike for many classic dynamical systems in physics, there is no universally accepted locomotion model for crowd dynamics.  ...  Psychologists, sociologists, traffic engineers, physicists, mathematicians and computer scientists all strive to understand the dynamics of a moving crowd.  ...  Acknowledgments We thank the research office (FORWIN) of the Munich University of Applied Sciences and the Faculty Graduate Center CeDoSIA of TUM Graduate School at Technical University of Munich for their  ... 
arXiv:1907.09520v1 fatcat:fjndpfr3cjgmrg4qg4dkrxg5uq

To Calibrate & Validate an Agent-based Simulation Model - An Application of the Combination Framework of BI Solution & Multi-agent Platform

Thai Minh Truong, Frédéric Amblard, Benoit Gaudou, Christophe Sibertin-Blanc
2014 Proceedings of the 6th International Conference on Agents and Artificial Intelligence  
In this paper, we propose a calibration and validation approach for an agent-based model, using a Combination Framework of Business intelligence solution and Multi-agent platform (CFBM).  ...  Furthermore, calibration and validation are also challenges for Agent-Based Modelling and Simulation (ABMS) approaches when the model has to work with integrated systems involving high volumes of input  ...  The migration process of BPHs in the studied region is modeled by a dynamical moving process on cellular automata.  ... 
doi:10.5220/0004820401720183 dblp:conf/icaart/TruongAGS14 fatcat:aiwvff4rpjg75caee7drvsrpfy

Comparing the input, output, and validation maps for several models of land change

Robert Gilmore Pontius, Wideke Boersma, Jean-Christophe Castella, Keith Clarke, Ton de Nijs, Charles Dietzel, Zengqiang Duan, Eric Fotsing, Noah Goldstein, Kasper Kok, Eric Koomen, Christopher D. Lippitt (+8 others)
2007 The annals of regional science  
This paper applies methods of multiple resolution map comparison to quantify characteristics for 13 applications of 9 different popular peer-reviewed land change models.  ...  For each modeling application, the statistical methods compare: (1) a reference map of the initial time, (2) a refer-ence map of the subsequent time, and (3) a prediction map of the subsequent time.  ...  Clark Labs has made the building blocks of this analysis available in the GIS software, Idrisi .  ... 
doi:10.1007/s00168-007-0138-2 fatcat:omqcsezfcjhkbidpyq4wi7jona

SIRPSS - Sustainable Industrial Site Redevelopment Planning Support System [chapter]

Tong Wang, Qi Han, Bauke de Vries
2018 Lecture Notes in Business Information Processing  
This predictor model is considered as a benchmark to compare with the proposed land use model which uses rules derived from the semi-automatic discovery process.  ...  It uses vector maps to minimize the information loss. A cellular automata land use change simulation model is then constructed based on regional land use change analysis and calibration results.  ...  This provides a more detailed image of the surroundings. e Demographic, land use related, and crime rate, attributes are measured over an area of 500 by 500 meters.  ... 
doi:10.1007/978-3-319-90315-6_1 fatcat:jiksdhkneveihn5sbrwlhv44ki

An Overland Flood Model for Geographical Information Systems

Ceyhun Ozcelik, Yuri Gorokhovich
2020 Water  
A spatially-distributed Geographical Information Systems (GIS) based flood model is developed in this study to simulate overland floods, using cellular automata principles.  ...  A variety of flood models and commercial flood simulation software are provided in the literature, with different accuracies and precisions changing from coarse to fine, depending on model structure and  ...  Acknowledgments: We would like to acknowledge supports of Columbia University in New York City, The University of Tokyo, Japan Society for Promotion of Science (JSPS) and Pamukkale University.  ... 
doi:10.3390/w12092397 fatcat:fxwuqikchbfxtmdqcqyspxnbye


S. Majumdar, S. Shukla, A. Maiti
2018 ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences  
The study utilizes Landsat 8 imagery for Land Use Land Cover (LULC) map generation, ASTER DEM for obtaining elevation information and Climate Forecast System Reanalysis (CFSR) 36 year weather data of Asan  ...  </strong> The aim of this study is to explore the applicability of Agent Based Modelling (ABM) for the simulation of rainfall runoff and soil erosion used in a watershed monitoring activity.  ...  Finally, the authors would like to acknowledge the Indian Institute of Remote Sensing, ISRO and Faculty of Geo-information Science and Earth Observation (ITC), University of Twente for providing the necessary  ... 
doi:10.5194/isprs-annals-iv-4-125-2018 fatcat:xpohluqxljdidl4hrzig32tbni

Change Detection Techniques Based on Multispectral Images for Investigating Land Cover Dynamics

Dyah R. Panuju, David J. Paull, Amy L. Griffin
2020 Remote Sensing  
and techniques for understanding land cover dynamics.  ...  Advantages, limitations, challenges, and opportunities are identified for understanding the context of improvements, and this will guide the future development of bitemporal and multitemporal CD methods  ...  Acknowledgments: The authors would like to thank the Australian Department of Foreign Affairs and Trade for the opportunity to pursue a PhD research program.  ... 
doi:10.3390/rs12111781 fatcat:gyxuwlxzwbhzjez5lqg44f7h4i

On the Use of Interferometric Synthetic Aperture Radar Data for Monitoring and Forecasting Natural Hazards

Mara S. Bernardi, Pasquale C. Africa, Carlo de Falco, Luca Formaggia, Alessandra Menafoglio, Simone Vantini
2021 Mathematical Geosciences  
The synergy among statistical methods, mathematical models, and optimized software, enriched with the assimilation of satellite data, is essential for building predictive and timely monitoring models for  ...  In addition to this, the huge amount of data collected nowadays and the complexity of the models and methods needed for an effective analysis set new computational challenges.  ...  Cellular automata, a concept born in the field of artificial intelligence, are being increasingly used in the literature for geological investigation.  ... 
doi:10.1007/s11004-021-09948-8 fatcat:izgtwzv7yzgbdfkrgl2bmv26ui

Predicted land use and land cover outlook for semi-arid Lokere and Lokok catchments in Karamoja region, Uganda

R. Osaliya, O.V. Wasonga, J-G. Majaliwa Mwanjalolo, L. MacOpiyo, G. Kironchi, E. Adipala
2020 African Crop Science Journal  
The semi-arid Lokere and Lokok catchments in northeastern Uganda are experiencing land use and land cover (LULC) change driven by policies and actions aimed at pastoralist sedentarisation.  ...  We applied automatic multi-perceptron neural network, built on Markov chain modeling method, along with multi-criteria evaluation strategies; all embedded in the IDRISI Land Change Modeler (LCM) to project  ...  ACKNOWLEDGEMENT The study was funded by a grant from the Carnegie Corporation of New York, Provided through the Regional Universities Forum for Capacity Building in Agriculture.  ... 
doi:10.4314/acsj.v28i4.9 fatcat:tl5xwhomprbztphcnltoj4idmu

Simulation model of land cover changes in a post-socialist peripheral rural area: Požega-Slavonia County, Croatia

Tomisla Jogun, Aleksandar Lukić, Mateo Gašparović
2019 Hrvatski geografski glasnik  
The scenes were classified using the supervised method in Semi-Automatic Classification Plugin for QGIS, using the maximum likelihood algorithm.  ...  The simulation model of future land cover changes was based on cellular automata and artificial neural networks, and was implemented in the MOLUSCE plugin for QGIS.  ... 
doi:10.21861/hgg.2019.81.01.02 fatcat:2pd47srckbdidhergluvb3wgp4

Transportation Planning and Traffic Flow Models [article]

Sven Maerivoet, Bart De Moor
2005 arXiv   pre-print
The former deal with households that make certain decisions which lead to transportation and the use of infrastructure, as opposed to the latter which explicitly describe the physical propagation of traffic  ...  transportation planning and traffic flow models.  ...  To end our discussion of classic land-use models, we highlight the work of Peter Mann in 1965 [187] , who considered a hybrid model for land-use representation.  ... 
arXiv:physics/0507127v1 fatcat:ujlihqgw3rfwva777ty3dpopx4
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