Monitoring sustainable development by means of earth observation data and machine learning: A review
This paper presents and explores the different Earth Observation approaches and their
contribution to the achievement of United Nations Sustainable Development Goals. A review …
contribution to the achievement of United Nations Sustainable Development Goals. A review …
基于InVEST 和CA-Markov 模型的黄河流域碳储量时空变化研究
杨洁， 谢保鹏， 张德罡 - 中国生态农业学报(中英文), 2021 - ecoagri.ac.cn
区域土地利用/覆被变化是导致生态系统碳储量变化的主要原因, 预测未来土地利用/覆盖变化及
其对碳储量的影响对区域陆地生态系统的认识具有重要意义. 本研究基于黄河流域2005—2018 …
其对碳储量的影响对区域陆地生态系统的认识具有重要意义. 本研究基于黄河流域2005—2018 …
Assessment of sustainable urban development based on a hybrid decision-making approach: Group fuzzy BWM, AHP, and TOPSIS–GIS
F Foroozesh, SM Monavari, A Salmanmahiny… - Sustainable Cities and …, 2022 - Elsevier
The present study aimed to develop a practical framework consisting of GIS and MCDM to
assess the development sustainability of Karaj, a city in the west of Tehran, Iran. Firstly, the …
assess the development sustainability of Karaj, a city in the west of Tehran, Iran. Firstly, the …
Modeling urban land-use changes using a landscape-driven patch-based cellular automaton (LP-CA)
J Lin, X Li, Y Wen, P He - Cities, 2023 - Elsevier
Cellular automaton (CA) is a widely-used tool for modeling land-use changes that can
enhance our understanding of past and future urban development. Previous studies have …
enhance our understanding of past and future urban development. Previous studies have …
[HTML][HTML] Simulating land use/land cover change in an arid region with the coupling models
Q Wang, Q Guan, J Lin, H Luo, Z Tan, Y Ma - Ecological Indicators, 2021 - Elsevier
The rapid development of productivity and economy has led to a substantial change in
global land use/land cover (LULC), which has caused a series of environmental problems …
global land use/land cover (LULC), which has caused a series of environmental problems …
Future scenarios of land use/land cover (LULC) based on a CA-markov simulation model: case of a mediterranean watershed in Morocco
Modeling of land use and land cover (LULC) is a very important tool, particularly in the
agricultural field: it allows us to know the potential changes in land area in the future and to …
agricultural field: it allows us to know the potential changes in land area in the future and to …
Earth observation satellite imagery information based decision support using machine learning
This paper presented a review on the capabilities of machine learning algorithms toward
Earth observation data modelling and information extraction. The main purpose was to …
Earth observation data modelling and information extraction. The main purpose was to …
Urban expansion simulation under constraint of multiple ecosystem services (MESs) based on cellular automata (CA)-Markov model: Scenario analysis and policy …
Y Zhang, X Chang, Y Liu, Y Lu, Y Wang, Y Liu - Land Use Policy, 2021 - Elsevier
Ecologically constrained urban expansion simulation (EC-UES) is an effective means to
plan sustainable urban landscapes. Current studies typically set ecological constraints using …
plan sustainable urban landscapes. Current studies typically set ecological constraints using …
[HTML][HTML] A historical and future impact assessment of mining activities on surface biophysical characteristics change: A remote sensing-based approach
Mining activities and associated actions cause land-use/land-cover (LULC) changes across
the world. The objective of this study were to evaluate the historical impacts of mining …
the world. The objective of this study were to evaluate the historical impacts of mining …
The direct and lag effects of administrative division adjustment on urban expansion patterns in Chinese mega-urban agglomerations
R Feng, K Wang - Land Use Policy, 2022 - Elsevier
Administrative division adjustment (ADA) is the highest-level design policy for China's
spatial management. Nevertheless, its impacts on urban land use change are still …
spatial management. Nevertheless, its impacts on urban land use change are still …