Related references
Note: Only part of the references are listed.Modeling urban regions: Comparing random forest and support vector machines for cellular automata
Andreas Rienow et al.
TRANSACTIONS IN GIS (2021)
A review of assessment methods for cellular automata models of land-use change and urban growth
Xiaohua Tong et al.
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE (2020)
Projecting the future impacts of China's cropland balance policy on ecosystem services under the shared socioeconomic pathways
Xia Li et al.
JOURNAL OF CLEANER PRODUCTION (2020)
Spatial modelling of ecological indicator values improves predictions of plant distributions in complex landscapes
Patrice Descombes et al.
ECOGRAPHY (2020)
Extensions of the External Validation for Checking Learned Model Interpretability and Generalizability
Sung Yang Ho et al.
PATTERNS (2020)
Towards automatic calibration of neighbourhood influence in cellular automata land-use models
Majid Shadman Roodposhti et al.
COMPUTERS ENVIRONMENT AND URBAN SYSTEMS (2020)
Multiple intra-urban land use simulations and driving factors analysis: a case study in Huicheng, China
Dachuan Zhang et al.
GISCIENCE & REMOTE SENSING (2019)
Spatially explicit simulation of land use/land cover changes: Current coverage and future prospects
Yanjiao Ren et al.
EARTH-SCIENCE REVIEWS (2019)
A novel algorithm for calculating transition potential in cellular automata models of land-use/cover change
Majid Shadman Roodposhti et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2019)
Tele-connecting China's future urban growth to impacts on ecosystem services under the shared socioeconomic pathways
Yimin Chen et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2019)
A Random Forest-Cellular Automata modelling approach to explore future land use/cover change in Attica (Greece), under different socio-economic realities and scales
Dimitrios Gounaridis et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2019)
Improving spatial accuracy of urban growth simulation models using ensemble forecasting approaches
Hossein Shafizadeh-Moghadam
COMPUTERS ENVIRONMENT AND URBAN SYSTEMS (2019)
Assessing potential landscape service trade-offs driven by urbanization in Switzerland
Madleina Gerecke et al.
PALGRAVE COMMUNICATIONS (2019)
A comparative approach to modelling multiple urban land use changes using tree-based methods and cellular automata: the case of Greater Tokyo Area
Guodong Du et al.
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE (2018)
Multi-objective optimisation framework for calibration of Cellular Automata land-use models
Charles P. Newland et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2018)
Comparing support vector machines with logistic regression for calibrating cellular automata land use change models
Ahmed Mustafa et al.
EUROPEAN JOURNAL OF REMOTE SENSING (2018)
Empirically derived method and software for semi-automatic calibration of Cellular Automata land-use models
Charles P. Newland et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2018)
Comparison of metaheuristic cellular automata models: A case study of dynamic land use simulation in the Yangtze River Delta
Yongjiu Feng et al.
COMPUTERS ENVIRONMENT AND URBAN SYSTEMS (2018)
Spatial Dynamic Modelling of Future Scenarios of Land Use Change in Vaud and Valais, Western Switzerland
Ana Gago-Silva et al.
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION (2017)
Detecting systemic change in a land use system by Bayesian data assimilation
Judith A. Verstegen et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2016)
A review of current calibration and validation practices in land-change modeling
Jasper van Vliet et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2016)
Simulating Urban Growth Using a Random Forest-Cellular Automata (RF-CA) Model
Courage Kamusoko et al.
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION (2015)
Overview of Friedman's Test and Post-hoc Analysis
Dulce G. Pereira et al.
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION (2015)
An open and extensible framework for spatially explicit land use change modelling: the lulcc R package
S. Moulds et al.
GEOSCIENTIFIC MODEL DEVELOPMENT (2015)
Future landscapes of Switzerland: Risk areas for urbanisation and land abandonment
Bronwyn Price et al.
APPLIED GEOGRAPHY (2015)
Inductive pattern-based land use/cover change models: A comparison of four software packages
Jean-Francois Mas et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2014)
Recommendations for using the relative operating characteristic (ROC)
Robert Gilmore Pontius et al.
LANDSCAPE ECOLOGY (2014)
Collinearity: a review of methods to deal with it and a simulation study evaluating their performance
Carsten F. Dormann et al.
ECOGRAPHY (2013)
A hybrid analytical-heuristic method for calibrating land-use change models
Britaldo Soares-Filho et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2013)
Evaluating drivers of land-use change and transition potential models in a complex landscape in Southern Mexico
Melanie Kolb et al.
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE (2013)
Clarity versus complexity: Land-use modeling as a practical tool for decision-makers
Terry L. Sohl et al.
JOURNAL OF ENVIRONMENTAL MANAGEMENT (2013)
Gene selection with guided regularized random forest
Houtao Deng et al.
PATTERN RECOGNITION (2013)
Measuring the neighbourhood effect to calibrate land use models
Jasper van Vliet et al.
COMPUTERS ENVIRONMENT AND URBAN SYSTEMS (2013)
Integrated modelling of population, employment and land-use change with a multiple activity-based variable grid cellular automaton
Roger White et al.
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE (2012)
Cellular automata models for the simulation of real-world urban processes: A review and analysis
Ines Sante et al.
LANDSCAPE AND URBAN PLANNING (2010)
Cellular automata for simulating land use changes based on support vector machines
Qingsheng Yang et al.
COMPUTERS & GEOSCIENCES (2008)
Evaluating the ability of habitat suitability models to predict species presences
Alexandre H. Hirzel et al.
ECOLOGICAL MODELLING (2006)
Modelling deforestation using GIS and artificial neural networks
JF Mas et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2004)
Neural-network-based cellular automata for simulating multiple land use changes using GIS
X Li et al.
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE (2002)
Share Paper
