The simulation and prediction of spatio-temporal urban growth trends using cellular automata models: A review
In recent years, several types of simulation and prediction models have been used within a
GIS environment to determine a realistic future for urban growth patterns. These models …
GIS environment to determine a realistic future for urban growth patterns. These models …
Inductive pattern-based land use/cover change models: A comparison of four software packages
Land use/cover change (LUCC), as an important factor in global change, is a topic that has
recently received considerable attention in the prospective modeling domain. There are …
recently received considerable attention in the prospective modeling domain. There are …
[HTML][HTML] Land use and land cover change detection and prediction in Bhutan's high altitude city of Thimphu, using cellular automata and Markov chain
SW Wang, L Munkhnasan, WK Lee - Environmental Challenges, 2021 - Elsevier
Rapid urbanization is changing landscapes often resulting in the degradation of ecosystem
services and quality of urban life. Remote sensing and GIS tools can provide valuable …
services and quality of urban life. Remote sensing and GIS tools can provide valuable …
Multi-scenario simulation of urban land change in Shanghai by random forest and CA-Markov model
The multi-scenario simulation of urban land can effectively reveal the characteristics and
trends of changes in urban space and the contradictions of land use in urban sustainable …
trends of changes in urban space and the contradictions of land use in urban sustainable …
Land use/land cover change detection and prediction in the north-western coastal desert of Egypt using Markov-CA
Detecting land-use change has become of concern to environmentalists, conservationists
and land use planners due to its impact on natural ecosystems. We studied land use/land …
and land use planners due to its impact on natural ecosystems. We studied land use/land …
Estimating the impacts of land use/land cover changes on Ecosystem Service Values: The case of the Andassa watershed in the Upper Blue Nile basin of Ethiopia
Estimating the impacts of land use/land cover (LULC) changes in Ecosystem Service Values
(ESV) is indispensable to provide public awareness about the status of ESV, and to help in …
(ESV) is indispensable to provide public awareness about the status of ESV, and to help in …
Future scenarios based on a CA-Markov land use and land cover simulation model for a tropical humid basin in the Cerrado/Atlantic forest ecotone of Brazil
Recently, the advancement of agriculture in Brazil has caused very serious problems, such
as deforestation and an increase in the amount of pesticides and suspended sediment that …
as deforestation and an increase in the amount of pesticides and suspended sediment that …
Integration of logistic regression, Markov chain and cellular automata models to simulate urban expansion
This research analyses the suburban expansion in the metropolitan area of Tehran, Iran. A
hybrid model consisting of logistic regression model, Markov chain (MC), and cellular …
hybrid model consisting of logistic regression model, Markov chain (MC), and cellular …
A remote sensing aided multi-layer perceptron-Markov chain analysis for land use and land cover change prediction in Patna district (Bihar), India
Land use and land cover (LULC) changes are recognized as one of the most significant
driver of environmental changes, mainly due to rapid urbanization. In this paper, an attempt …
driver of environmental changes, mainly due to rapid urbanization. In this paper, an attempt …
Modeling urban land use change by the integration of cellular automaton and Markov model
DJ Guan, HF Li, T Inohae, W Su, T Nagaie, K Hokao - Ecological modelling, 2011 - Elsevier
Spatially land use models are indispensable for sustainable land use planning. This study
demonstrates a combined Markov–Cellular Automata model to analyze temporal change …
demonstrates a combined Markov–Cellular Automata model to analyze temporal change …