[HTML][HTML] Comparison of accuracy and reliability of random forest, support vector machine, artificial neural network and maximum likelihood method in land use/cover …
MS Chowdhury - Environmental Challenges, 2024 - Elsevier
Accurate land use and land cover (LULC) is crucial for sustainable urban planning and for
many scientific researches. However, the demand for accurate LULC maps is increasing; it …
many scientific researches. However, the demand for accurate LULC maps is increasing; it …
The soil conservation agenda of Brazil: A review of “edge-to-edge” science contributions
CA Valera, TCT Pissarra, AM da Costa… - Science of the Total …, 2024 - Elsevier
Soil conservation adheres to various United Nations Sustainable Development Goals while
in Brazil is a constitutional obligation. To attain the goals and fulfil the obligation, laws …
in Brazil is a constitutional obligation. To attain the goals and fulfil the obligation, laws …
Modelling landuse dynamics of ecologically sensitive peri-urban space by incorporating an ANN cellular automata-Markov model for Siliguri urban agglomeration …
S Dolui, S Sarkar - Modeling Earth Systems and Environment, 2024 - Springer
Numerous cities throughout the world are experiencing tremendous population growth in
their peripheral areas, resulting in a progressive modification of landscapes and raising …
their peripheral areas, resulting in a progressive modification of landscapes and raising …
[HTML][HTML] Past, present and future of land use and soil physicochemical properties in the Province of Salamanca (Spain)
Land use and land cover (hereafter, LULC) change has occurred throughout history and will
continue in the future. Soil properties are dependent on many factors such as LULC and …
continue in the future. Soil properties are dependent on many factors such as LULC and …
[HTML][HTML] Predicting Land Use and Land Cover Changes in the Chindwin River Watershed of Myanmar Using Multilayer Perceptron-Artificial Neural Networks
TT Bol, TO Randhir - Land, 2024 - mdpi.com
This study investigates the potential anthropogenic land use activities in the 114,000-km2
Chindwin River Watershed (CRW) in northwestern Myanmar, a biodiversity hotspot. This …
Chindwin River Watershed (CRW) in northwestern Myanmar, a biodiversity hotspot. This …
Machine Learning Approach for Detection of Water Overgrowth in Azov Sea with Sentinel-2 Data
D Krivoguz, L Bondarenko, E Matveeva… - Journal of Marine …, 2023 - mdpi.com
The Azov Sea estuaries play an important role in the reproduction of semi-anadromous fish
species. Spawning efficiency is closely connected with overgrowing of those species …
species. Spawning efficiency is closely connected with overgrowing of those species …
Comprehensive Framework for Analysing the Intensity of Land Use and Land Cover Change in Continental Ecuadorian Biosphere Reserves
A Urgilez-Clavijo, D Rivas-Tabares, A Gobin… - Sustainability, 2024 - mdpi.com
The conventional methods of land use and land cover (LULC) analysis are frequently based
on crosstabulation matrices. However, this analysis becomes complex when including sites …
on crosstabulation matrices. However, this analysis becomes complex when including sites …
[HTML][HTML] Hybrid model-based prediction of biomass density in case studies in Turkiye
Growing global concern over natural resource degradation due to urbanisation and
population growth emphasizes the critical need for innovative solutions. Addressing this …
population growth emphasizes the critical need for innovative solutions. Addressing this …
Predictive Scenarios of LULC Changes Supporting Public Policies: The Case of Chapecó River Ecological Corridor, Santa Catarina/Brazil
The studies of spatial-temporal land use and land cover (LULC) change patterns, supported
by future scenarios and simulation methods based on the assumption of natural socio …
by future scenarios and simulation methods based on the assumption of natural socio …
Can regionalization enhance the performance of land-use change models in rapidly urbanizing areas?
GM Cruz-Bello, ME Romero-Sánchez… - … and Planning B …, 2024 - journals.sagepub.com
The performance of Land Use Change (LUC) models is influenced by the regional spatial
characteristics that trigger the changes. However, the literature on LUC models generally …
characteristics that trigger the changes. However, the literature on LUC models generally …