Publications

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 .

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