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

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

Public Perception Analysis of Tweets During the 2015 Measles Outbreak: Comparative Study Using Convolutional Neural Network Models

(2018) Jingcheng Du et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Multiple intra-urban land use simulations and driving factors analysis: a case study in Huicheng, China

(2018) Dachuan Zhang et al.   GIScience & Remote Sensing

Experiences and issues of using cellular automata for assisting urban and regional planning in China

(2017) Xia Li et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Simulating urban land-use changes at a large scale by integrating dynamic land parcel subdivision and vector-based cellular automata

(2017) Yao Yao et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

A future land use simulation model (FLUS) for simulating multiple land use scenarios by coupling human and natural effects

(2017) Xiaoping Liu et al.   LANDSCAPE AND URBAN PLANNING

Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review

(2017) Waseem Rawat et al.   NEURAL COMPUTATION

Comparison of Spatial Interpolation and Regression Analysis Models for an Estimation of Monthly Near Surface Air Temperature in China

(2017) Mengmeng Wang et al.   Remote Sensing

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Capturing the varying effects of driving forces over time for the simulation of urban growth by using survival analysis and cellular automata

(2016) Yimin Chen et al.   LANDSCAPE AND URBAN PLANNING

Characterization of neighborhood sensitivity of an irregular cellular automata model of urban growth

(2015) Khila R. Dahal et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Construction of an ecological resistance surface model and its application in urban expansion simulations

(2015) Yuyao Ye et al.   Journal of Geographical Sciences

Deep learning

(2015) Yann LeCun et al.   NATURE

Modeling urban growth with GIS based cellular automata and least squares SVM rules: a case study in Qingpu–Songjiang area of Shanghai, China

(2015) Yongjiu Feng et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Urban Land Expansion and Sustainable Land Use Policy in Shenzhen: A Case Study of China’s Rapid Urbanization

(2015) Jing Qian et al.   Sustainability

Simulating Urban Growth Using a Random Forest-Cellular Automata (RF-CA) Model

(2015) Courage Kamusoko et al.   ISPRS International Journal of Geo-Information

A vector-based Cellular Automata model for simulating urban land use change

(2014) Yi Lu et al.   Chinese Geographical Science

Modeling urban expansion policy scenarios using an agent-based approach for Guangzhou Metropolitan Region of China

(2014) Guangjin Tian et al.   ECOLOGY AND SOCIETY

Simulation of land use/land cover change and its effects on the hydrological characteristics of the upper reaches of the Hanjiang Basin

(2014) Zhimin Deng et al.   Environmental Earth Sciences

Quantifying spatiotemporal patterns of urban expansion in three capital cities in Northeast China over the past three decades using satellite data sets

(2014) Yan Sun et al.   Environmental Earth Sciences

Modeling urban land-use dynamics in a fast developing city using the modified logistic cellular automaton with a patch-based simulation strategy

(2013) Yimin Chen et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

An Assessment of Internal Neural Network Parameters Affecting Image Classification Accuracy

(2013) Libin Zhou et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

China’s urban expansion from 1990 to 2010 determined with satellite remote sensing

(2012) Lei Wang et al.   CHINESE SCIENCE BULLETIN

Integration of logistic regression, Markov chain and cellular automata models to simulate urban expansion

(2012) Jamal Jokar Arsanjani et al.   International Journal of Applied Earth Observation and Geoinformation

Examining Land-Use/Land-Cover Change in the Lake Dianchi Watershed of the Yunnan-Guizhou Plateau of Southwest China with Remote Sensing and GIS Techniques: 1974–2008

(2012) Yaolong Zhao et al.   International Journal of Environmental Research and Public Health

Cellular automata models for the simulation of real-world urban processes: A review and analysis

(2010) Inés Santé et al.   LANDSCAPE AND URBAN PLANNING

Spatio-temporal dynamics and evolution of land use change and landscape pattern in response to rapid urbanization

(2009) Jin S. Deng et al.   LANDSCAPE AND URBAN PLANNING

Discovering and evaluating urban signatures for simulating compact development using cellular automata

(2008) Xia Li et al.   LANDSCAPE AND URBAN PLANNING