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Machine learning in modelling land-use and land cover-change (LULCC): Current status, challenges and prospects
Land-use and land-cover change (LULCC) are of importance in natural resource
management, environmental modelling and assessment, and agricultural production …
management, environmental modelling and assessment, and agricultural production …
From land cover change to land function dynamics: A major challenge to improve land characterization
Land cover change has always had a central role in land change science. This central role
is largely the result of the possibilities to map and characterize land cover based on …
is largely the result of the possibilities to map and characterize land cover based on …
Multi-scenario simulation and ecological risk analysis of land use based on the PLUS model: A case study of Nan**g
L Gao, F Tao, R Liu, Z Wang, H Leng, T Zhou - Sustainable Cities and …, 2022 - Elsevier
With the expansion of economic activities in cities, the function of the urban system is
complex and the ecological environment is destructed gradually. Urban planning is one of …
complex and the ecological environment is destructed gradually. Urban planning is one of …
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 …
A future land use simulation model (FLUS) for simulating multiple land use scenarios by coupling human and natural effects
Land use and land cover change (LUCC) simulation models are effective and reproducible
tools for analyzing both the causes and consequences of future landscape dynamics under …
tools for analyzing both the causes and consequences of future landscape dynamics under …
[HTML][HTML] Prediction of land use and land cover changes for North Sumatra, Indonesia, using an artificial-neural-network-based cellular automaton
Land use and land cover (LULC) form a baseline thematic map for monitoring, resource
management, and planning activities and facilitate the development of strategies to balance …
management, and planning activities and facilitate the development of strategies to balance …
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 …
Challenges in using land use and land cover data for global change studies
PH Verburg, K Neumann, L Nol - Global change biology, 2011 - Wiley Online Library
Land use and land cover data play a central role in climate change assessments. These
data originate from different sources and inventory techniques. Each source of land …
data originate from different sources and inventory techniques. Each source of land …
Combining top-down and bottom-up dynamics in land use modeling: exploring the future of abandoned farmlands in Europe with the Dyna-CLUE model
Land use change is the result of interactions between processes operating at different
scales. Simulation models at regional to global scales are often incapable of including …
scales. Simulation models at regional to global scales are often incapable of including …
Optimization of cultivated land pattern for achieving cultivated land system security: A case study in Heilongjiang Province, China
The change of cultivated land pattern (CLP) has a significant impact on cultivated land
system security (CLSS), and is the foundation of ensuring adequate provision of cultivated …
system security (CLSS), and is the foundation of ensuring adequate provision of cultivated …