Simulating urban growth through case-based reasoning

Spatiotemporal evolution law and driving force of mining city patterns

(2021) Xin Ye et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

CBR-based integration of a hydrodynamic and water quality model and GIS—a case study of Chaohu City

(2019) Zhenliang Liao et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

SUSM: a scenario-based urban growth simulation model using remote sensing data

(2019) Lakshmi N. Kantakumar et al.   European Journal of Remote Sensing

Transferability, accuracy, and uncertainty assessment of different knowledge-based approaches for soil types mapping

(2019) Diego Fernandes Terra Machado et al.   CATENA

Construction of the Ecological Security Pattern of Urban Agglomeration under the Framework of Supply and Demand of Ecosystem Services Using Bayesian Network Machine Learning: Case Study of the Changsha–Zhuzhou–Xiangtan Urban Agglomeration, China

(2019) Ouyang et al.   Sustainability

Dynamic assessment of urban economy-environment-energy system using system dynamics model: A case study in Beijing

(2018) Desheng Wu et al.   ENVIRONMENTAL RESEARCH

A system dynamics model for simulating urban sustainability performance: A China case study

(2018) Yongtao Tan et al.   JOURNAL OF CLEANER PRODUCTION

Delineating multi-scenario urban growth boundaries with a CA-based FLUS model and morphological method

(2018) Xun Liang et al.   LANDSCAPE AND URBAN PLANNING

Risk response for urban water supply network using case-based reasoning during a natural disaster

(2018) Feng Yu et al.   SAFETY SCIENCE

Improving emergency response to cascading disasters: Applying case-based reasoning towards urban critical infrastructure

(2018) Yu Feng et al.   International Journal of Disaster Risk Reduction

Integration of case-based reasoning and object-based image classification to classify SPOT images: a case study of aquaculture land use mapping in coastal areas of Guangdong province, China

(2018) Yunyan Du et al.   GIScience & Remote Sensing

Urban growth simulation by incorporating planning policies into a CA-based future land-use simulation model

(2018) Xun Liang et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Climate change will constrain the rapid urban expansion in drylands: A scenario analysis with the zoned Land Use Scenario Dynamics-urban model

(2018) Zhifeng Liu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Improving the capability of an integrated CA-Markov model to simulate spatio-temporal urban growth trends using an Analytical Hierarchy Process and Frequency Ratio

(2017) Maher Milad Aburas et al.   International Journal of Applied Earth Observation and Geoinformation

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

Optimal classifier for imbalanced data using Matthews Correlation Coefficient metric

(2017) Sabri Boughorbel et al.   PLoS One

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

Dynamic simulation of urban expansion through a CA-Markov model Case study: Hyrcanian region, Gilan, Iran

(2016) Meisam Jafari et al.   European Journal of Remote Sensing

Performance analysis of radial basis function networks and multi-layer perceptron networks in modeling urban change: a case study

(2015) Hossein Shafizadeh-Moghadam et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Lightning-caused forest fire risk rating assessment based on case-based reasoning: a case study in DaXingAn Mountains of China

(2015) Wenliang Liu et al.   NATURAL HAZARDS

Automatic Case-Based Reasoning Approach for Landslide Detection: Integration of Object-Oriented Image Analysis and a Genetic Algorithm

(2015) Jie Dou et al.   Remote Sensing

Simulating urban growth by integrating landscape expansion index (LEI) and cellular automata

(2013) Xiaoping Liu et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

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

Comparison between CBR and CA methods for estimating land use change in Dongguan, China

(2012) Yunyan Du et al.   Journal of Geographical Sciences

Impacts of Surface Gold Mining on Land Use Systems in Western Ghana

(2011) Vivian Schueler et al.   AMBIO

Markov chains or the game of structure and chance

(2010) Ph. Blanchard et al.   European Physical Journal-Special Topics

A case-based reasoning approach for land use change prediction

(2010) Yunyan Du et al.   EXPERT SYSTEMS WITH APPLICATIONS