A review of assessment methods for cellular automata models of land-use change and urban growth
Cellular automata (CA) models are in growing use for land-use change simulation and
future scenario prediction. It is necessary to conduct model assessment that reports the …
future scenario prediction. It is necessary to conduct model assessment that reports the …
Cloud enabled SDI architecture: a review
With the advancement of GIS technology since its inception in 1960's, many educational
institutions, government departments, public/private sectors and individuals have started its …
institutions, government departments, public/private sectors and individuals have started its …
Modeling urban growth using spatially heterogeneous cellular automata models: Comparison of spatial lag, spatial error and GWR
Many methods can be used to construct geographical cellular automata (CA) models of
urban land use, but most do not adequately capture spatial heterogeneity in urban …
urban land use, but most do not adequately capture spatial heterogeneity in urban …
Projecting China's future water footprint under the shared socio-economic pathways
Increasing water scarcity in China is further exacerbated by the rapid socio-economic
development and uneven spatial distribution of water resources. Current studies on water …
development and uneven spatial distribution of water resources. Current studies on water …
Cloud computing model for big data processing and performance optimization of multimedia communication
Z Zhou, L Zhao - Computer Communications, 2020 - Elsevier
In this paper, the technical aspects of big data processing of multimedia communication are
deeply studied. Firstly, we propose a cloud implementation method of radial basis function …
deeply studied. Firstly, we propose a cloud implementation method of radial basis function …
Projecting the future impacts of China's cropland balance policy on ecosystem services under the shared socioeconomic pathways
China has implemented a strict policy of cropland balance to reduce the impacts of built-up
land expansion on food production. However, this policy only alleviates the quantitative loss …
land expansion on food production. However, this policy only alleviates the quantitative loss …
[HTML][HTML] Urban development modeling using integrated fuzzy systems, ordered weighted averaging (owa), and geospatial techniques
This paper proposes a model to identify the changing of bare grounds into built-up or
developed areas. The model is based on the fuzzy system and the Ordered Weighted …
developed areas. The model is based on the fuzzy system and the Ordered Weighted …
A minimum-volume oriented bounding box strategy for improving the performance of urban cellular automata based on vectorization and parallel computing …
As an effective tool for simulating spatiotemporal urban processes in the real world, urban
cellular automata (CA) models involve multiple data layers and complicated calibration …
cellular automata (CA) models involve multiple data layers and complicated calibration …
[PDF][PDF] 云环境下基于CA-Markov 的土地利用变化预测方法
康俊锋， 李爽， 方雷 - 武汉大学学报(信息科学版), 2020 - fdecocenter.fudan.edu.cn
传统土地利用变化预测方法通常效率低, 无法满足土地利用变化大数据分析和处理的需求.
采用MapReduce 编程模型对元胞自动机‐马尔可夫模型进行并行化扩展, 设计了基于Hadoop …
采用MapReduce 编程模型对元胞自动机‐马尔可夫模型进行并行化扩展, 设计了基于Hadoop …
Effect of the thematic resolution of land use data on urban expansion simulations using the CA-Markov model
L Cai, M Wang - Arabian Journal of Geosciences, 2020 - Springer
Variations in the thematic resolution can impact the characterization of environmental
heterogeneity and can consequently alter land use change predictions. In the current study …
heterogeneity and can consequently alter land use change predictions. In the current study …