Recent applications of Landsat 8/OLI and Sentinel-2/MSI for land use and land cover mapping: A systematic review
M ED Chaves, M CA Picoli, I D. Sanches - Remote Sensing, 2020 - mdpi.com
Recent applications of Landsat 8 Operational Land Imager (L8/OLI) and Sentinel-2
MultiSpectral Instrument (S2/MSI) data for acquiring information about land use and land …
MultiSpectral Instrument (S2/MSI) data for acquiring information about land use and land …
Application of the random forest classifier to map irrigated areas using google earth engine
Improvements in irrigated areas' classification accuracy are critical to enhance agricultural
water management and inform policy and decision-making on irrigation expansion and land …
water management and inform policy and decision-making on irrigation expansion and land …
[HTML][HTML] Satellite remote sensing of savannas: Current status and emerging opportunities
Savannas cover a wide climatic gradient across large portions of the Earth's land surface
and are an important component of the terrestrial biosphere. Savannas have been …
and are an important component of the terrestrial biosphere. Savannas have been …
Comparison of support vector machines and random forests for corine land cover mapping
A Dabija, M Kluczek, B Zagajewski, E Raczko… - Remote Sensing, 2021 - mdpi.com
Land cover information is essential in European Union spatial management, particularly that
of invasive species, natural habitats, urbanization, and deforestation; therefore, the need for …
of invasive species, natural habitats, urbanization, and deforestation; therefore, the need for …
[HTML][HTML] Quantitative assessment of Land use/land cover changes in a developing region using machine learning algorithms: A case study in the Kurdistan Region …
The identification of land use/land cover (LULC) changes is important for monitoring,
evaluating, and preserving natural resources. In the Kurdistan region, the utilization of …
evaluating, and preserving natural resources. In the Kurdistan region, the utilization of …
A novel fuzzy Harris hawks optimization-based supervised vegetation and bare soil prediction system for Javadi Hills, India
SN MohanRajan, A Loganathan - Arabian Journal of Geosciences, 2023 - Springer
For several decades, researchers throughout the world have been motivated and
contributed to the research on land use/land cover (LU/LC) change prediction analysis. This …
contributed to the research on land use/land cover (LU/LC) change prediction analysis. This …
Effects of auxiliary and ancillary data on LULC classification in a heterogeneous environment using optimized random forest algorithm
T Kavzoglu, F Bilucan - Earth Science Informatics, 2023 - Springer
Land use and land cover (LULC) maps, providing crucial information for monitoring the
Earth's surface, are one of the most essential products for numerous studies. Using only the …
Earth's surface, are one of the most essential products for numerous studies. Using only the …
Multiplicative long short-term memory with improved mayfly optimization for LULC classification
A Stateczny, SM Bolugallu, PB Divakarachari… - Remote Sensing, 2022 - mdpi.com
Land Use and Land Cover (LULC) monitoring is crucial for global transformation,
sustainable land control, urban planning, urban growth prediction, and the establishment of …
sustainable land control, urban planning, urban growth prediction, and the establishment of …
Machine learning classifier evaluation for different input combinations: a case study with Landsat 9 and Sentinel-2 data
PA Palanisamy, K Jain, S Bonafoni - Remote Sensing, 2023 - mdpi.com
High-resolution multispectral remote sensing images offer valuable information about
various land features, providing essential details and spatially accurate representations. In …
various land features, providing essential details and spatially accurate representations. In …
Directions of land degradation in the greater Istanbul metropolitan area: A view from four decades
S Bayraktar, K Cegielska, ED Sökmen… - Land Degradation & …, 2024 - Wiley Online Library
In an era of dynamic urbanization, especially in densely populated regions such as the
Greater Istanbul Metropolitan Area, land degradation (LD) is a widespread and multifaceted …
Greater Istanbul Metropolitan Area, land degradation (LD) is a widespread and multifaceted …