[HTML][HTML] Improving urban land cover classification with combined use of sentinel-2 and sentinel-1 imagery
Accurate land cover map** is important for urban planning and management. Remote
sensing data have been widely applied for urban land cover map**. However, obtaining …
sensing data have been widely applied for urban land cover map**. However, obtaining …
Impact of various atmospheric corrections on sentinel-2 land cover classification accuracy using machine learning classifiers
Atmospheric correction is one of the key parts of remote sensing preprocessing because it
can influence and change the final classification result. This research examines the impact …
can influence and change the final classification result. This research examines the impact …
[BOOK][B] The potential of Sentinel-2 satellite images for land-cover/land-use and forest biomass estimation: A review
C Isbaex, AM Coelho - 2021 - intechopen.com
Map** land-cover/land-use (LCLU) and estimating forest biomass using satellite images
is a challenge given the diversity of sensors available and the heterogeneity of forests …
is a challenge given the diversity of sensors available and the heterogeneity of forests …
Large-scale high-resolution coastal mangrove forests map** across West Africa with machine learning ensemble and satellite big data
Coastal mangrove forests provide important ecosystem goods and services, including
carbon sequestration, biodiversity conservation, and hazard mitigation. However, they are …
carbon sequestration, biodiversity conservation, and hazard mitigation. However, they are …
Assessment of spatial hybrid methods for predicting soil organic matter using DEM derivatives and soil parameters
This paper assesses hybrid spatial models with the use of auxiliary variables based on
machine learning algorithms for predicting soil Organic Matter (OM) content in Kastoria area …
machine learning algorithms for predicting soil Organic Matter (OM) content in Kastoria area …
Structure-based modeling of critical micelle concentration (CMC) of anionic surfactants in brine using intelligent methods
D Abooali, R Soleimani - Scientific Reports, 2023 - nature.com
Critical micelle concentration (CMC) is one of the main physico-chemical properties of
surface-active agents, also known as surfactants, with diverse theoretical and industrial …
surface-active agents, also known as surfactants, with diverse theoretical and industrial …
Land use/land cover classification using time series Landsat 8 images in a heavily urbanized area
Z Deng, X Zhu, Q He, L Tang - Advances in Space Research, 2019 - Elsevier
It is of great significance to timely, accurately, and effectively monitor land use/cover in city
regions for the reasonable development and utilization of urban land resources. The …
regions for the reasonable development and utilization of urban land resources. The …
Introducing two Random Forest based methods for cloud detection in remote sensing images
N Ghasemian, M Akhoondzadeh - Advances in Space Research, 2018 - Elsevier
Cloud detection is a necessary phase in satellite images processing to retrieve the
atmospheric and lithospheric parameters. Currently, some cloud detection methods based …
atmospheric and lithospheric parameters. Currently, some cloud detection methods based …
Input imagery, classifiers, and cloud computing: Insights from multi-temporal LULC map** in the Cambodian Mekong Delta
The increased open-access availability of radar and optical satellite imagery has
engendered numerous land use and land cover (LULC) analyses combining these data …
engendered numerous land use and land cover (LULC) analyses combining these data …
Reinforced XGBoost machine learning model for sustainable intelligent agrarian applications
D Elavarasan, DR Vincent - Journal of Intelligent & Fuzzy …, 2020 - content.iospress.com
The development in science and technical intelligence has incited to represent an extensive
amount ofdata from various fields of agriculture. Therefore an objective rises up for the …
amount ofdata from various fields of agriculture. Therefore an objective rises up for the …