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 …
[HTML][HTML] Mapping crop type in Northeast China during 2013–2021 using automatic sampling and tile-based image classification
Northeast China is one of the most major grain banks in China and has an overwhelming
influence on food security. To mitigate the challenges caused by increasing food demands …
influence on food security. To mitigate the challenges caused by increasing food demands …
A review of crowdsourced geographic information for land-use and land-cover mapping: current progress and challenges
The emergence of crowdsourced geographic information (CGI) has markedly accelerated
the evolution of land-use and land-cover (LULC) mapping. This approach taps into the …
the evolution of land-use and land-cover (LULC) mapping. This approach taps into the …
Harmonised LUCAS in-situ land cover and use database for field surveys from 2006 to 2018 in the European Union
R d'Andrimont, M Yordanov, L Martinez-Sanchez… - Scientific data, 2020 - nature.com
Accurately characterizing land surface changes with Earth Observation requires geo-located
ground truth. In the European Union (EU), a tri-annual surveyed sample of land cover and …
ground truth. In the European Union (EU), a tri-annual surveyed sample of land cover and …
[HTML][HTML] Spatial and semantic effects of LUCAS samples on fully automated land use/land cover classification in high-resolution Sentinel-2 data
In this study, we test the use of Land Use and Coverage Area frame Survey (LUCAS) in-situ
reference data for classifying high-resolution Sentinel-2 imagery at a large scale. We …
reference data for classifying high-resolution Sentinel-2 imagery at a large scale. We …
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 …
The use of the CORINE land cover (CLC) database for analyzing urban sprawl
Urban sprawl is generally defined as the urbanization of space adjacent to a city, which
results from that city's development. The discussed phenomenon involves land …
results from that city's development. The discussed phenomenon involves land …
Spatially stratified and multi-stage approach for national land cover mapping based on sentinel-2 data and expert knowledge
Portugal is building a land cover monitoring system to deliver land cover products annually
for its mainland territory. This paper presents the methodology developed to produce a …
for its mainland territory. This paper presents the methodology developed to produce a …
Automatic high-resolution land cover production in madagascar using sentinel-2 time series, tile-based image classification and google earth engine
Madagascar, one of Earth's biodiversity hotpots, is characterized by heterogeneous
landscapes and huge land cover change. To date, fine, reliable and timely land cover …
landscapes and huge land cover change. To date, fine, reliable and timely land cover …
National scale land cover classification for ecosystem services mapping and assessment, using multitemporal copernicus EO data and google earth engine
Land-Use/Land-Cover (LULC) products are a common source of information and a key input
for spatially explicit models of ecosystem service (ES) supply and demand. Global …
for spatially explicit models of ecosystem service (ES) supply and demand. Global …