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Land-use land-cover classification by machine learning classifiers for satellite observations—A review
Rapid and uncontrolled population growth along with economic and industrial development,
especially in develo** countries during the late twentieth and early twenty-first centuries …
especially in develo** countries during the late twentieth and early twenty-first centuries …
Comparison of three machine learning algorithms using google earth engine for land use land cover classification
Abstract Google Earth Engine (GEE) is presently the most innovative international open-
source platform for the advanced-level analysis of geospatial big data. In this study, we used …
source platform for the advanced-level analysis of geospatial big data. In this study, we used …
[HTML][HTML] Performance evaluation of sentinel-2 and landsat 8 OLI data for land cover/use classification using a comparison between machine learning algorithms
With the development of remote sensing algorithms and increased access to satellite data,
generating up-to-date, accurate land use/land cover (LULC) maps has become increasingly …
generating up-to-date, accurate land use/land cover (LULC) maps has become increasingly …
Modelling the impacts of land use/land cover changing pattern on urban thermal characteristics in Kuwait
Rapid urbanization owing to population growth and economic development has made
thermal environment-related studies increasingly prominent. This study aims to monitor and …
thermal environment-related studies increasingly prominent. This study aims to monitor and …
A comparative study of remote sensing classification methods for monitoring and assessing desert vegetation using a UAV-based multispectral sensor
Restoration programs require long-term monitoring and assessment of vegetation growth
and productivity. Remote sensing technology is considered to be one of the most powerful …
and productivity. Remote sensing technology is considered to be one of the most powerful …
Semi-automatic classification for rapid delineation of the geohazard-prone areas using Sentinel-2 satellite imagery
The study of land use land cover has become increasingly significant with the availability of
remote sensing data. The main objective of this study is to delineate geohazard-prone areas …
remote sensing data. The main objective of this study is to delineate geohazard-prone areas …
[HTML][HTML] Sentinel-2 data for land use map**: Comparing different supervised classifications in semi-arid areas
K Abida, M Barbouchi, K Boudabbous, W Toukabri… - Agriculture, 2022 - mdpi.com
Map** and monitoring land use (LU) changes is one of the most effective ways to
understand and manage land transformation. The main objectives of this study were to …
understand and manage land transformation. The main objectives of this study were to …
Spatial modeling of erosion hotspots using GIS-RUSLE interface in Omo-Gibe river basin, Southern Ethiopia: implication for soil and water conservation planning
R Girma, E Gebre - Environmental Systems Research, 2020 - Springer
Soil degradation due to soil erosion is one of the major environmental threats in develo**
countries. In resource limited conditions, computing the spatial distribution of soil erosion …
countries. In resource limited conditions, computing the spatial distribution of soil erosion …
Utilizing sentinel-2 satellite imagery for LULC and NDVI change dynamics for Gelephu, Bhutan
Gelephu, located in the Himalayan region, has undergone significant development activities
due to its suitable topography and geographic location. This has led to rapid urbanization in …
due to its suitable topography and geographic location. This has led to rapid urbanization in …
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 …