Browse by Project Publications

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., 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., 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)

Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Haklay, M., & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2024). Leveraging the collaborative power of AI and citizen science for sustainable development. Nature Sustainability 10.1038/s41893-024-01489-2.

Parente, L., Sloat, L., Mesquita, V., Consoli, D., Stanimirova, R., Hengl, T., Bonannella, C., Teles, N., Wheeler, I., Hunter, M., Ehrmann, S., Ferreira, L., Mattos, A.P., Oliveira, B., Meyer, C., Şahin, M., Witjes, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708, & Stolle, F. (2024). Annual 30-m maps of global grassland class and extent (2000–2022) based on spatiotemporal Machine Learning. Scientific Data 11 e1303. 10.1038/s41597-024-04139-6.

Xu, P., Tsendbazar, N.-E., Herold, M., de Bruin, S., Koopmans, M., Birch, T., Carter, S., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Mazur, E., Pickens, A., Potapov, P., Stolle, F., Tyukavina, A., Van De Kerchove, R., & Zanaga, D. (2024). Comparative validation of recent 10 m-resolution global land cover maps. Remote Sensing of Environment 311 e114316. 10.1016/j.rse.2024.114316.

Orduña-Cabrera, F. ORCID: https://orcid.org/0000-0002-8558-0053, Sandoval-Gastelum, M., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Karanam, S., Sturn, T., Javalera Rincón, V. ORCID: https://orcid.org/0000-0001-8743-9777, & Gonzalez-Navarro, F.F. (2023). Investigating the Use of Street-Level Imagery and Deep Learning to Produce In-Situ Crop Type Information. Geographies 3 (3) 563-573. 10.3390/geographies3030029.

Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Campbell, J., Danielsen, F., & Andrianandrasana, H.T. (2023). The Contributions of Citizen Science to the United Nations Sustainable Development Goals and Other International Agreements and Frameworks. Citizen Science: Theory and Practice 8 (1) 1-6. 10.5334/cstp.643.

Milenkovic, M., Georgieva, I. ORCID: https://orcid.org/0000-0002-5556-794X, Pérez Guzmán, K. ORCID: https://orcid.org/0000-0001-5189-6570, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, & Ross, C. (2023). OEMC D2.5 Feasibility and Impact Assessment. Zenodo 10.5281/zenodo.8187003.

Milenkovic, M., Georgieva, I. ORCID: https://orcid.org/0000-0002-5556-794X, Hengl, T., Ross, C., Meyer zu Erpen, N., & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2022). OEMC D2.1 Report "Stakeholder Committee and Open- Earth-Monitor Design" workshop. Zenodo 10.5281/zenodo.8182840.