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 …

Big Earth data: disruptive changes in Earth observation data management and analysis?

M Sudmanns, D Tiede, S Lang… - … Journal of Digital …, 2020 - Taylor & Francis
Turning Earth observation (EO) data consistently and systematically into valuable global
information layers is an ongoing challenge for the EO community. Recently, the term 'big …

Land cover classification using Google Earth Engine and random forest classifier—The role of image composition

TN Phan, V Kuch, LW Lehnert - Remote Sensing, 2020 - mdpi.com
Land cover information plays a vital role in many aspects of life, from scientific and economic
to political. Accurate information about land cover affects the accuracy of all subsequent …

[HTML][HTML] From parcel to continental scale–A first European crop type map based on Sentinel-1 and LUCAS Copernicus in-situ observations

R d'Andrimont, A Verhegghen, G Lemoine… - Remote sensing of …, 2021 - Elsevier
Detailed parcel-level crop type mapping for the whole European Union (EU) is necessary for
the evaluation of agricultural policies. The Copernicus program, and Sentinel-1 (S1) in …

[HTML][HTML] National-scale mapping of building height using Sentinel-1 and Sentinel-2 time series

D Frantz, F Schug, A Okujeni, C Navacchi… - Remote Sensing of …, 2021 - Elsevier
Urban areas and their vertical characteristics have a manifold and far-reaching impact on
our environment. However, openly accessible information at high spatial resolution is still …

Automated production of a land cover/use map of Europe based on Sentinel-2 imagery

R Malinowski, S Lewiński, M Rybicki, E Gromny… - Remote Sensing, 2020 - mdpi.com
Up-to-date information about the Earth's surface provided by land cover maps is essential for
numerous environmental and land management applications. There is, therefore, a clear …

A first assessment of canopy cover loss in Germany's forests after the 2018–2020 drought years

F Thonfeld, U Gessner, S Holzwarth, J Kriese… - Remote Sensing, 2022 - mdpi.com
Central Europe was hit by several unusually strong periods of drought and heat between
2018 and 2020. These droughts affected forest ecosystems. Cascading effects with bark …

Mapping pan-European land cover using Landsat spectral-temporal metrics and the European LUCAS survey

D Pflugmacher, A Rabe, M Peters, P Hostert - Remote sensing of …, 2019 - Elsevier
This study analyzed, for the first time, the potential of combining the large European-wide
land survey LUCAS (Land Use/Cover Area frame Survey) and Landsat-8 data for mapping …

[HTML][HTML] Understanding the robustness of spectral-temporal metrics across the global Landsat archive from 1984 to 2019–a quantitative evaluation

D Frantz, P Rufin, A Janz, S Ernst… - Remote Sensing of …, 2023 - Elsevier
The Landsat archive is one of the richest Earth observation datasets available and provides
long-term data at fairly high temporal and spatial resolution globally. Temporal aggregation …

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 …