2026

Aavik, Tsipe; Reitalu, Triin; Kivastik, Marianne; Reinula, Iris; Träger, Sabrina; Uuemaa, Evelyn; Barberis, Marta; Biere, Arjen; Castro, Sílvia; Cousins, Sara A. O.; Csecserits, Anikó; Dariotis, Eleftherios; Fišer, Živa; Grzejszczak, Grzegorz; Huu, Cuong Nguyen; Hool, Kertu; Jacquemyn, Hans; Julien, Margaux; Klisz, Marcin; Kmoch, Alexander… Zobel, Martin** (2026). A pan‐European citizen science study shows population size, climate and land use are related to biased morph ratios in the heterostylous plant Primula veris. Journal of Ecology, 114 (1), e14477. https://doi.org/10.1111/1365-2745.14477

Jemeljanova, Marta; Virro, Holger; Kokorite, Ilga; Kmoch, Alexander; Annusver, Marie; Uuemaa, Evelyn (2026). Advancing regional water quality modelling: integrating spatial machine learning with large-scale catchment data. Big Earth Data, 0−0. https://www.tandfonline.com/doi/full/10.1080/20964471.2026.2647582

Uuemaa, Evelyn; Kmoch, Alexander; Kull, Ain; Moisja, Kiira; Tominga, Hanna-Ingrid; Guaman-Pintado, Pamela; Mander, Ulo (2026). National-scale geospatial modelling of recommended riparian buffer widths. Ecological Engineering, 230, ARTN 108040. https://doi.org/10.1016/j.ecoleng.2026.108040

Zamudio-Monserratt, Michael; Uuemaa, Evelyn; Kmoch, Alexander (2026). DGGS-Native Data Cubes: A Design Pattern for Scalable, Distortion-Aware Analytics. AGILE: GIScience Series, 7, 1−8. https://doi.org/10.5194/agile-giss-7-48-2026

Kmoch, A.; Chan, W.T.; Ameline, G.; Magin, J.; Delouis, J.M.; Odaka, T.; Bovy, B.; Fouilloux, A.; Uuemaa, E. (2026). Towards universal building blocks for cloud-native digital-twins. International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences ISPRS Archives, 48. International Society for Photogrammetry and Remote Sensing, 45−52. https://doi.org/10.5194/isprs-archives-XLVIII-4-W20-2025-45-2026

Nowosad, Jakub; Bonannella, Carmelo; Görgen, Darius; Jemeljanova, Marta; Kattenborn, Teja; Linnenbrink, Jan; Meyer, Hanna; Nussbaum, Madlene; Patelli, Luca; Simoes, Rolf; Uuemaa, Evelyn (2026). Navigating challenges in spatial machine learning: Validation, uncertainty, algorithms, and reproducibility. Erdkunde. https://doi.org/10.3112/erdkunde.2026.04.01

Sisas, Eveli; Virro, Holger; Chan, Wai Tik; Kmoch, Alexander; Helm, Aveliina; Uuemaa, Evelyn (2026). Towards National-Scale Ecological Applications: Harmonised Framework for LiDAR Point Cloud Processing for Vegetation Metrics Calculation. AGILE: GIScience Series, 7, 1−16. https://doi.org/10.5194/agile-giss-7-18-2026

Fauzan, Muhammad Afif; Uuemaa, Evelyn; Virro, Holger (2026). Mapping small landscape features in agricultural lands at the national level using CNN-based semantic segmentation. Geocarto International, 41 (1). https://doi.org/10.1080/10106049.2026.2691353

2025

Kmoch, Alexander; Harrison, Clay Taylor; Choi, Jeonghwan; Uuemaa, Evelyn (2025). Spatial autocorrelation in machine learning for modelling soil organic carbon. Ecological Informatics, 103057. DOI: 10.1016/j.ecoinf.2025.103057 .

Virro, Holger; Kmoch, Alexander; Lidberg, William; Muru, Merle; Chan, Wai Tik; Moges, Desalew Meseret; Uuemaa, Evelyn (2025). Detection of drainage ditches from LiDAR DTM using U-Net and transfer learning. Big Earth Data, 1−12. DOI: 10.1080/20964471.2025.2491177 .

Uuemaa, Evelyn; Virro, Holger; Muru, Merle (2025). Tehisaru aitab Eesti teadlastel kaardistamata kuivenduskraave tuvastada. Novaator .

Kmoch, Alexander; Sahr, Kevin; Chan, Wai Tik; Uuemaa, Evelyn (2025). IGEO7: A new hierarchically indexed hexagonal equal-area discrete global grid system. AGILE: GIScience Series, 6, 1−6. DOI: 10.5194/agile-giss-6-32-2025 .

2024

Moges, Desalew Meseret; Virro, Holger; Kmoch, Alexander; Cibin, Raj; Rohith, Rohith A. N.; Martínez-Salvador, Alberto; Conesa-García, Carmelo; Uuemaa, Evelyn (2024). Streamflow Prediction with Time-Lag-Informed Random Forest and Its Performance Compared to SWAT in Diverse Catchments. Water, 16 (19), 2805. DOI: 10.3390/w16192805 .

Marco Minghini, Evelyn Uuemaa, and Marco Ciolli (Ed.) (2024). Marco Minghini, Evelyn Uuemaa, and Marco Ciolli. Preface: Proceedings of the FOSS4G 2024 Academic Track–Digital Revolution. DOI: 10.5194/isprs-archives-XLVIII-4-W12-2024-1-2024.

Jemeļjanova, Marta; Kmoch, Alexander; Uuemaa, Evelyn. (2024). Adapting machine learning for environmental spatial data - A review
Ecological Informatics, Volume 81, 102634,ISSN 1574-9541, https://doi.org/10.1016/j.ecoinf.2024.102634

Kmoch, Alexander; Bovy, Benoit; Magin, Justus; Abernathey, Ryan; Coca Castro, Alejandr; Strobl, Peter; Fouilloux, Anne; Loos, Daniel; Uuemaa, Evelyn; Chan, Wai; Delouis, Jean-Marc; Odaka, Tina. (2024). XDGGS: A community-developed Xarray package to support planetary DGGS data cube computations.
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. XLVIII-4/W12-2024. 75-80. http://dx.doi.org/10.5194/isprs-archives-XLVIII-4-W12-2024-75-2024