Earth System Science Data
Earth System Science Data
Earth System Science Data
Articles | Volume 16, issue 12
Articles | Volume 16, issue 12
https://doi.org/10.5194/essd-16-5723-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/essd-16-5723-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 16, issue 12
Data description paper
 | 
18 Dec 2024
Data description paper |  | 18 Dec 2024

Advances in LUCAS Copernicus 2022: enhancing Earth observations with comprehensive in situ data on EU land cover and use

Raphaël d'Andrimont, Momchil Yordanov, Fernando Sedano, Astrid Verhegghen, Peter Strobl, Savvas Zachariadis, Flavia Camilleri, Alessandra Palmieri, Beatrice Eiselt, Jose Miguel Rubio Iglesias, and Marijn van der Velde

Related authors

AI4Boundaries: an open AI-ready dataset to map field boundaries with Sentinel-2 and aerial photography
Raphaël d'Andrimont, Martin Claverie, Pieter Kempeneers, Davide Muraro, Momchil Yordanov, Devis Peressutti, Matej Batič, and François Waldner
Earth Syst. Sci. Data, 15, 317–329, https://doi.org/10.5194/essd-15-317-2023,https://doi.org/10.5194/essd-15-317-2023, 2023
Short summary
LUCAS cover photos 2006–2018 over the EU: 874 646 spatially distributed geo-tagged close-up photos with land cover and plant species label
Raphaël d'Andrimont, Momchil Yordanov, Laura Martinez-Sanchez, Peter Haub, Oliver Buck, Carsten Haub, Beatrice Eiselt, and Marijn van der Velde
Earth Syst. Sci. Data, 14, 4463–4472, https://doi.org/10.5194/essd-14-4463-2022,https://doi.org/10.5194/essd-14-4463-2022, 2022
Short summary
LUCAS Copernicus 2018: Earth-observation-relevant in situ data on land cover and use throughout the European Union
Raphaël d'Andrimont, Astrid Verhegghen, Michele Meroni, Guido Lemoine, Peter Strobl, Beatrice Eiselt, Momchil Yordanov, Laura Martinez-Sanchez, and Marijn van der Velde
Earth Syst. Sci. Data, 13, 1119–1133, https://doi.org/10.5194/essd-13-1119-2021,https://doi.org/10.5194/essd-13-1119-2021, 2021
Short summary

Cited articles

Andries, A., Morse, S., Murphy, R. J., Lynch, J., and Woolliams, E. R.: Using data from earth observation to support sustainable development indicators: An analysis of the literature and challenges for the future, Sustainability, 14, 1191, https://doi.org/10.3390/su14031191, 2022. a
Ballin, M., Barcaroli, G., and Masselli, M.: New LUCAS 2022 Sample and Subsamples Design: Criticalities and Solutions, Publications Office of the European Union, Luxembourg, pp. 1–60, 2022. a
Balsamo, G., Agustí-Panareda, A., Albergel, C., Arduini, G., Beljaars, A., Bidlot, J., Blyth, E., Bousserez, N., Boussetta, S., Brown, A., Buizza, R., Buontempo, C., Chevallier, F., Choulga, M., Cloke, H. L., Cronin, M., Dahoui, M., de Rosnay, P., Dirmeyer, P. A., Drusch, M., Dutra, E., Ek, M., Gentine, P., Hewitt, H., Keeley, S. P. E., Kerr, Y. H., Kumar, S., Lupu, C., Mahfouf, J.-F., Mcnorton, J., Mogensen, K., Munoz-Sabater, J., Reichle, R., Orth, R., Mecklenburg, S., Rabier, F., Ruston, B., Pappenberger, F., Sandu, I., Seneviratne, S., Tietsche, S., Trigo, I. F., Uijlenhoet, R., Wedi, N., Woolway, R. I. I., and Zeng, X.: Satellite and in situ observations for advancing global Earth surface modelling: A Review, Remote Sens.-Basel, 10, 2038, https://doi.org/10.3390/rs10122038, 2018. a
Beselly, S., Lufira, R., and Andawayanti, U.: Seasonal Spatio-temporal Land Cover Dynamics in the Upper Brantas Watershed, IOP C. Ser. Earth Env., 930, 012021, https://doi.org/10.1088/1755-1315/930/1/012021, 2021. a
Bonannella, C., Hengl, T., Heisig, J., Parente, L., Wright, M. N., Herold, M., and De Bruin, S.: Forest tree species distribution for Europe 2000–2020: mapping potential and realized distributions using spatiotemporal machine learning, PeerJ, 10, e13728, https://doi.org/10.7717/peerj.13728, 2022. a
More articles (19)
Download
Short summary
The Land Use/Cover Area frame Survey (LUCAS) Copernicus 2022 is a large and systematic in situ field survey of 137 966 polygons over the European Union in 2022. The data contain 82 land cover classes and 40 land use classes.
Read more
Share
Altmetrics
Final-revised paper
Preprint