Magdalena K Sobol

Predictive pollen-based biome modeling using machine learning

M. Sobol, S. Finkelstein, Magdalena K Sobol, 2018, PloS one.

Biostratigraphic Evidence Relating to the Age-Old Question of Hannibal's Invasion of Italy, II: Chemical Biomarkers and Microbial Signatures

Pedro J. M. Costa, R. Barendregt, B. Kelleher, 2017 .

Reconstructing past biomes states using machine learning and modern pollen assemblages: A case study from Southern Africa

M. Sobol, S. Finkelstein, L. Scott, 2019, Quaternary Science Reviews.

Characterizing the Meghalayan Stage in southern Africa: A multiproxy record of paleoenvironmental change at the southern margin of the Kalahari

M. Chazan, M. Sobol, S. Finkelstein, 2021 .

Predicting dreissenid mussel abundance in nearshore waters using underwater imagery and deep learning

Graham W. Taylor, R. Valipour, M. Sobol, 2022, Limnology and Oceanography: Methods.

Late Quaternary palaeoenvironments in the central semi-arid region of South Africa from pollen in cave, pan, spring, stream and dung deposits

M. Sobol, Y. Fernández-Jalvo, L. Horwitz, 2020 .