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See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Chen, Q., Crooks, A., Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Georgieva, I. ORCID: https://orcid.org/0000-0002-5556-794X, Hager, G. ORCID: https://orcid.org/0000-0003-2259-0278, Hofer, M. ORCID: https://orcid.org/0000-0002-2867-8943, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708, Milenkovic, M., Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Orduña-Cabrera, F. ORCID: https://orcid.org/0000-0002-8558-0053, Pérez Guzmán, K. ORCID: https://orcid.org/0000-0001-5189-6570, Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Shchepashchenko, M. ORCID: https://orcid.org/0000-0003-1081-2902, Steinhauser, J. ORCID: https://orcid.org/0000-0002-5989-6855 & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2025). New Directions in Mapping the Earth’s Surface with Citizen Science and Generative AI. iScience, e111919. 10.1016/j.isci.2025.111919. (Submitted)

McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Hofer, M. ORCID: https://orcid.org/0000-0002-2867-8943, Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Kull, V, Vihinen, A., Ysebaert, R., Marianne, G., Giraud, T., Viry, M., Lampert, N., Voepel, H., Steele, J., Sorichetta, A., Tapia, C., Cuadrado, A., Miller, D., Hopkins, J., Farinelli, V., Ulman, M., Simek, P. et al. (2023). Screening Rural Data Sources D3.1. GRANULAR 10.5281/zenodo.10807437.

McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Kyba, C.C.M., Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Moltchanova, E., Cooper, M., Crespo Cuaresma, J., Pachauri, S. ORCID: https://orcid.org/0000-0001-8138-3178, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Danylo, O., Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Baugh, K., Elvidge, C.D., Hofer, M. ORCID: https://orcid.org/0000-0002-2867-8943 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2022). Estimating global economic well-being with unlit settlements. Nature Communications 13, e2459. 10.1038/s41467-022-30099-9.

Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Hofer, M. ORCID: https://orcid.org/0000-0002-2867-8943, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Bodner, G., Lamare, M., Danylo, O., Maus, V. ORCID: https://orcid.org/0000-0002-7385-4723, Luger, D., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2022). Remote sensing detection of climate-smart practices: Enhancing farm resilience in Austria. In: EGU General Assembly 2022, 23-27 May 2022, Vienna.

Crespo Cuaresma, J., Danylo, O., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Hofer, M., Kharas, H. & Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842 (2020). What do we know about poverty in North Korea? Palgrave Communications 6 (1), e40. 10.1057/s41599-020-0417-4.

Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Perger, C., Hofer, M., Weichselbaum, J., Dresel, C. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2016). LACO-WIKI-A new open access online portal for land cover validation with high resolution imagery. In: Aerospace Methods and GIS Technologies in Forestry, Forest Management and Ecology: Proceedings of the VI All-Russian Conference. Eds. Ershov, D.V., Zhirin, V.M., Knyazeva, S.V., Eidlina, S.P., Korolyeva, N.V. & Gavrilyuk, E.A., pp. 74-79 Moscow: M. CEPF RAS. ISBN 978-5-9901791-7-2

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Perger, C., Dresel, C., Hofer, M., Weichselbaum, J., Mondel, T. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2016). LACO-Wiki: A land cover validation tool and a new, innovative teaching resource for remote sensing and the geosciences. In: European Geosciences Union (EGU) General Assembly 2016, 17–22 April 2016, Vienna, Austria.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Perger, C., Hofer, M., Weichselbaum, J., Dressel, C. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2015). LACO-WIKI: an open access online portal for land cover validation. In: ISPRS Geospatial Week 2015, 28 September-3 October 2015, Grande Motte, France.