Mapping the spatial heterogeneity of global land use and land cover from 2020 to 2100 at a 1 km resolution
T Zhang, C Cheng, X Wu - Scientific Data, 2023 - nature.com
A fine global future land use/land cover (LULC) is critical for demonstrating the geographic
heterogeneity of earth system dynamics and human-earth interaction. In this study, we …
heterogeneity of earth system dynamics and human-earth interaction. In this study, we …
Optimal parameters selection of back propagation algorithm in the feedforward neural network
L Wang, W Ye, Y Zhu, F Yang, Y Zhou - Engineering Analysis with …, 2023 - Elsevier
The back propagation (BP) is one of the most widely used algorithms in the feedforward
neural network (FNN), but selecting the non-optimal weights and thresholds may induce the …
neural network (FNN), but selecting the non-optimal weights and thresholds may induce the …
[HTML][HTML] Diurnal urban heat risk assessment using extreme air temperatures and real-time population data in Seoul
Previous heat risk assessments have limitations in obtaining accurate heat hazard sources
and capturing population distributions, which change over time. This study proposes a …
and capturing population distributions, which change over time. This study proposes a …
[HTML][HTML] Research Progress in Spatiotemporal Dynamic Simulation of LUCC
W Wan, Y Tian, J Tian, C Yuan, Y Cao, K Liu - Sustainability, 2024 - mdpi.com
Land Use and Land Cover Change (LUCC) represents the interaction between human
societies and the natural environment. Studies of LUCC simulation allow for the analysis of …
societies and the natural environment. Studies of LUCC simulation allow for the analysis of …
A spatial hierarchical learning module based cellular automata model for simulating urban expansion: case studies of three Chinese urban areas
X Tan, M Deng, K Chen, Y Shi, B Zhao… - GIScience & Remote …, 2024 - Taylor & Francis
Understanding the spatio-temporal evolution of urban expansion is essential for urban
planning and sustainable development. Recently, cellular automata (CA)-based models …
planning and sustainable development. Recently, cellular automata (CA)-based models …
Detection of long-term land use and ecosystem services dynamics in the Loess Hilly-Gully region based on artificial intelligence and multiple models
Y Liu, X Huang, Y Liu - Journal of Cleaner Production, 2024 - Elsevier
Balancing intensive development with biodiversity conservation is critical for ecological
sustainability. In the Loess Hilly-Gully region, which has experienced significant …
sustainability. In the Loess Hilly-Gully region, which has experienced significant …
[HTML][HTML] Multiple Land-Use Simulations and Driving Factor Analysis by Integrating a Deep Cascade Forest Model and Cellular Automata: A Case Study in the Pearl …
Cellular automata (CA) models have been extensively employed to predict and understand
the spatiotemporal dynamics of land use. Driving factors play a significant role in shaping …
the spatiotemporal dynamics of land use. Driving factors play a significant role in shaping …
基于适宜性和生态网络的沿海滩涂农渔业利用空间优化.
张雨寒， 王紫阳， 吴晓青… - Journal of Agricultural …, 2024 - search.ebscohost.com
对沿海滩涂区域农渔业国土利用空间进行布局优化, 是推进我国“蓝色粮仓”
建设和促进滩涂资源可持续利用的重要途径. 本研究以黄河三角洲南部滩涂围垦地区为例 …
建设和促进滩涂资源可持续利用的重要途径. 本研究以黄河三角洲南部滩涂围垦地区为例 …
Spatial optimization of agricultural and fishery utilization in coastal tidal flats based on suitability and ecological network
Y Zhang, Z Wang, X Wu, C Buli - Journal of Agriculture …, 2024 - search.proquest.com
对沿海滩涂区域农渔业国土利用空间进行布局优化, 是推进我国 “蓝色粮仓”
建设和促进滩涂资源可持续利用的重要途径. 本研究以黄河三角洲南部滩涂围垦地区为例 …
建设和促进滩涂资源可持续利用的重要途径. 本研究以黄河三角洲南部滩涂围垦地区为例 …