[HTML][HTML] Urban growth prediction: a review of computational models and human perceptions

D Triantakonstantis, G Mountrakis - 2012 - scirp.org
Human population continues to aggregate in urban centers. This inevitably increases the
urban footprint with significant consequences for biodiversity, climate, and environmental …

Predicting spatial and decadal LULC changes through cellular automata Markov chain models using earth observation datasets and geo-information

SK Singh, S Mustak, PK Srivastava, S Szabó… - Environmental …, 2015 - Springer
Remote sensing and GIS are important tools for studying land use/land cover (LULC)
change and integrating the associated driving factors for deriving useful outputs. This study …

Neural-network-based cellular automata for simulating multiple land use changes using GIS

X Li, AGO Yeh - International Journal of Geographical Information …, 2002 - Taylor & Francis
This paper presents a new method to simulate the evolution of multiple land uses based on
the integration of neural networks and cellular automata using GIS. Simulation of multiple …

Prediction of land use changes based on land change modeler (LCM) using remote sensing: A case study of Muzaffarpur (Bihar), India

VN Mishra, PK Rai, K Mohan - … of the Geographical Institute" Jovan Cvijic …, 2014 - ceeol.com
Land use change models are tools to support the analysis of the causes and consequences
of land use dynamics. Land use and land cover change (LUCC) has been recognized as an …

Modelling land use and land cover dynamics of Dedza district of Malawi using hybrid Cellular Automata and Markov model

MG Munthali, S Mustak, A Adeola, J Botai… - Remote Sensing …, 2020 - Elsevier
The spatiotemporal variation of any landscape patterns is as a result of complex interactions
of social, economic, demographic, technological, political, biophysical and cultural factors …

Modelling of land use land cover change using earth observation data-sets of Tons River Basin, Madhya Pradesh, India

SK Singh, PB Laari, SK Mustak, PK Srivastava… - Geocarto …, 2018 - Taylor & Francis
Abstract An integrated Markov Chain and Cellular Automata modelling (CA MARKOV),
multicriteria evaluation techniques have been applied to produce transition probability. The …

Spatio-temporal patterns and driving forces of urban land expansion in China during the economic reform era

J Liu, J Zhan, X Deng - AMBIO: a journal of the human environment, 2005 - BioOne
Along with its economic reform, China has experienced a rapid urbanization. This study
mapped urban land expansion in China using high-resolution Landsat Thematic Mapper …

Monitoring and modelling spatio-temporal urban growth of Delhi using Cellular Automata and geoinformatics

P Tripathy, A Kumar - Cities, 2019 - Elsevier
The study encompasses spatio-temporal land use/land cover (LULC) monitoring (1989–
2014) and urban growth modelling (1994–2024) of Delhi, India to deduce the past and …

Agent‐based models and the spatial sciences

PM Torrens - Geography Compass, 2010 - Wiley Online Library
Agent‐based models (ABMs) are used in the spatial sciences as building‐blocks for
computer simulation. ABMs have a range of advantageous attributes, not least of which is …

[KIRJA][B] Modelling urban development with geographical information systems and cellular automata

Y Liu - 2008 - taylorfrancis.com
Urban development and migration from rural to urban areas are impacting prime agricultural
land and natural landscapes, particularly in the less developed countries. These …