Understanding the drivers of sustainable land expansion using a patch-generating land use simulation (PLUS) model: A case study in Wuhan, China
Cellular Automata (CA) are widely used to model the dynamics within complex land use and
land cover (LULC) systems. Past CA model research has focused on improving the technical …
land cover (LULC) systems. Past CA model research has focused on improving the technical …
[HTML][HTML] Landscape ecological risk projection based on the PLUS model under the localized shared socioeconomic pathways in the Fujian Delta region
S Zhang, Q Zhong, D Cheng, C Xu, Y Chang, Y Lin… - Ecological …, 2022 - Elsevier
Social-economic development and urbanization greatly modify landscape patterns and their
associated ecological processes at regional scales, resulting in serious landscape …
associated ecological processes at regional scales, resulting in serious landscape …
[HTML][HTML] Exploring the response of ecosystem service value to land use changes under multiple scenarios coupling a mixed-cell cellular automata model and system …
P Zhang, L Liu, L Yang, J Zhao, Y Li, Y Qi, X Ma… - Ecological …, 2023 - Elsevier
Land use is a crucial factor affecting ecosystem service value (ESV), and forecasting future
land use changes and ESV response can guide urban planning and sustainable …
land use changes and ESV response can guide urban planning and sustainable …
CarbonVCA: A cadastral parcel-scale carbon emission forecasting framework for peak carbon emissions
Forecasting cities' carbon emissions is an essential support for peak carbon emissions.
Previous studies have mainly focused on estimating carbon emissions at large regional …
Previous studies have mainly focused on estimating carbon emissions at large regional …
Machine learning in modelling the urban thermal field variance index and assessing the impacts of urban land expansion on seasonal thermal environment
M Zhang, S Tan, C Zhang, E Chen - Sustainable Cities and Society, 2024 - Elsevier
Land use practices in urban areas exert a profound influence on the urban thermal
environment and the pursuit of sustainable development. This paper aims to investigate and …
environment and the pursuit of sustainable development. This paper aims to investigate and …
Simulating mixed land-use change under multi-label concept by integrating a convolutional neural network and cellular automata: A case study of Huizhou, China
Cellular automata (CA) model is a useful tool for simulating spatiotemporal changes of land-
use evolution. However, previous CA models have usually ignored the inhomogeneous and …
use evolution. However, previous CA models have usually ignored the inhomogeneous and …
[HTML][HTML] An extended patch-based cellular automaton to simulate horizontal and vertical urban growth under the shared socioeconomic pathways
Y Chen - Computers, Environment and Urban Systems, 2022 - Elsevier
Most contemporary urban cellular automata (CA) models primarily focus on the simulation of
urban land expansion, and cannot effectively simulate vertical urban growth. This study …
urban land expansion, and cannot effectively simulate vertical urban growth. This study …
Simulating urban expansion by incorporating an integrated gravitational field model into a demand-driven random forest-cellular automata model
Interactions among cities are playing an increasingly significant role in driving urban
expansion in urban agglomerations. Many studies have combined the gravitational field …
expansion in urban agglomerations. Many studies have combined the gravitational field …
Modeling of land use change under the recent climate projections of CMIP6: a case study of Indian river basin
The aim of the study was to investigate the land use change dynamics under CMIP6
projections using Land Change Modeler (LCM). The Global Sensitivity Analysis (GSA) …
projections using Land Change Modeler (LCM). The Global Sensitivity Analysis (GSA) …
Predicting the impacts of urban land change on LST and carbon storage using InVEST, CA-ANN and WOA-LSTM models in Guangzhou, China
Urban land change plays an essential role in the development of country's economy. Rapid
and unplanned urban growth increases land surface temperature (LST) and reduces carbon …
and unplanned urban growth increases land surface temperature (LST) and reduces carbon …