Simulating urban expansion using cellular automata model with spatiotemporally explicit representation of urban demand

Revisiting the application and methodological extensions of the planetary boundaries for sustainability assessment

(2021) Xianpeng Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Simulation of Land-Use Changes Using the Partitioned ANN-CA Model and Considering the Influence of Land-Use Change Frequency

(2021) Quanli Xu et al.   ISPRS International Journal of Geo-Information

Exploring the effects of partitioned transition rules upon urban growth simulation in a megacity region: a comparative study of cellular automata-based models in the Greater Wuhan Area

(2021) Chang Xia et al.   GIScience & Remote Sensing

Patterns and Distributions of Urban Expansion in Global Watersheds

(2021) Qingxu Huang et al.   Earths Future

A framework for modelling spatio-temporal informal settlement growth prediction

(2021) P. Cilliers et al.   COMPUTERS ENVIRONMENT AND URBAN SYSTEMS

Land-use Simulation and Decision-Support system (LandSDS): Seamlessly integrating system dynamics, agent-based model, and cellular automata

(2020) Dongya Liu et al.   ECOLOGICAL MODELLING

Simulating urban land use change by integrating a convolutional neural network with vector-based cellular automata

(2020) Yaqian Zhai et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Trends in urban land expansion, density, and land transitions from 1970 to 2010: a global synthesis

(2020) Burak Güneralp et al.   Environmental Research Letters

Coupling cellular automata with area partitioning and spatiotemporal convolution for dynamic land use change simulation

(2020) Yuehui Qian et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Urban expansion and form changes across African cities with a global outlook: Spatiotemporal analysis of urban land densities

(2019) Gang Xu et al.   JOURNAL OF CLEANER PRODUCTION

40-Year (1978–2017) human settlement changes in China reflected by impervious surfaces from satellite remote sensing

(2019) Peng Gong et al.   Science Bulletin

Simulating urban dynamics by coupling top-down and bottom-up strategies

(2019) Weilin Wang et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Delineation of Urban Growth Boundaries Using a Patch-Based Cellular Automata Model under Multiple Spatial and Socio-Economic Scenarios

(2019) Yang et al.   Sustainability

Annual maps of global artificial impervious area (GAIA) between 1985 and 2018

(2019) Peng Gong et al.   REMOTE SENSING OF ENVIRONMENT

A review of approaches to land use changes modeling

(2018) Tomasz Noszczyk   HUMAN AND ECOLOGICAL RISK ASSESSMENT

Mining transition rules of cellular automata for simulating urban expansion by using the deep learning techniques

(2018) Jialv He et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Modeling non-stationary urban growth: The SPRAWL model and the ecological impacts of development

(2018) Kevin McGarigal et al.   LANDSCAPE AND URBAN PLANNING

Deep forest

(2018) Zhi-Hua Zhou et al.   National Science Review

A global analysis of land take in cropland areas and production displacement from urbanization

(2017) Jasper van Vliet et al.   GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS

Cities and methods from complexity science

(2016) Beatriz Balmaceda et al.   Journal of Systems Science & Complexity

A partitioned and asynchronous cellular automata model for urban growth simulation

(2015) Xinli Ke et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Urban land density function: A new method to characterize urban expansion

(2015) Limin Jiao   LANDSCAPE AND URBAN PLANNING

A fuzzy set approach to assess the predictive accuracy of land use simulations

(2013) Jasper van Vliet et al.   ECOLOGICAL MODELLING

The Origins of Scaling in Cities

(2013) L. M. A. Bettencourt   SCIENCE

Global forecasts of urban expansion to 2030 and direct impacts on biodiversity and carbon pools

(2012) K. C. Seto et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Death to Kappa: birth of quantity disagreement and allocation disagreement for accuracy assessment

(2011) Robert Gilmore Pontius et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

The Size, Scale, and Shape of Cities

(2008) M. Batty   SCIENCE