Gleb Tikhonov

University of Helsinki — Finland

Environmental Science · Physical Sciences

17h-index2.6kcitations51works4.72yr avg
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Research Topics

Species Distribution and Climate Change(24), Ecology and Vegetation Dynamics Studies(13), Remote Sensing in Agriculture(13), Plant and animal studies(10), Remote Sensing and Land Use(8)

Publications49 total

Common to rare transfer learning (CORAL) enables inference and prediction for a quarter million rare Malagasy arthropods
Nature Methods·2025· 1 citedOpen Access
Wind Is a Primary Driver of Fungal Dispersal Across a Mainland‐Island System
Molecular Ecology·2025· 1 citedOpen Access
Accelerating joint species distribution modelling with Hmsc-HPC by GPU porting
PLoS Computational Biology·2024· 11 citedOpen Access
Common to rare transfer learning (CORAL) enables inference and prediction for a quarter million rare Malagasy arthropods
2024· 2 citedOpen Access
Prototype Biodiversity Digital Twin: Real-time bird monitoring with citizen-science data
Research Ideas and Outcomes·2024· 10 citedOpen Access
Prototype Biodiversity Digital Twin: Real-time bird monitoring with citizen science data
2024Open Access
Accelerating joint species distribution modeling with Hmsc-HPC: A 1000x faster GPU deployment
2024· 8 citedOpen Access
Learning conditional variational autoencoders with missing covariates
Pattern Recognition·2023· 22 citedOpen Access
Learning Conditional Variational Autoencoders with Missing Covariates
arXiv (Cornell University)·2022· 4 citedOpen Access
Natural Afforestation on Abandoned Agricultural Lands during Post-Soviet Period: A Comparative Landsat Data Analysis of Bordering Regions in Russia and Belarus
Remote Sensing·2022· 23 citedOpen Access
Review for "Improving the predictability and interpretability of co‐occurrence modelling through feature‐based joint species distribution ensembles"
2021Open Access
Scalable estimation of microbial co-occurrence networks with Variational Autoencoders
2021· 7 citedOpen Access
FOREST COVER MOSAICS OF CONIFEROUS-DECIDUOUS FORESTS IN THE VALUEVSKY FOREST PARK
Forest science issues·2021Open Access
Inferring Principal Components in the Simplex with Multinomial Variational Autoencoders
2021
Hierarchical Model of Species Communities [R package Hmsc version 3.0-11]
2021· 4 cited
Phenological shifts of abiotic events, producers and consumers across a continent
Nature Climate Change·2021· 100 citedOpen Access
Differences in spatial versus temporal reaction norms for spring and autumn phenological events
Proceedings of the National Academy of Sciences·2020· 57 citedOpen Access
Higher host plant specialization of root‐associated endophytes than mycorrhizal fungi along an arctic elevational gradient
Ecology and Evolution·2020· 22 citedOpen Access
Refining Predictions of Metacommunity Dynamics by Modeling Species Non‐independence
Bulletin of the Ecological Society of America·2020Open Access
Accounting for environmental variation in co‐occurrence modelling reveals the importance of positive interactions in root‐associated fungal communities
Molecular Ecology·2020· 66 citedOpen Access
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Frequent Co-authors

Otso Ovaskainen(34), Olga Ermakova(23), Tomas Roslin(18), Evgeniy Meyke(14), María del Mar Delgado(14), Miroslav Babushkin(14), Tatjana Bespalova(14), Svetlana Bondarchuk(14), Irina Fedchenko(14), Yury Kalinkin(14), Anastasia Knorre(14), Gennadiy Kosenkov(14), Vladimir Kozsheechkin(14), Coong Lo(13), Eliezer Gurarie(13), Marina Abadonova(13), Ozodbek Abduraimov(13), Olga Adrianova(13), Muzhigit Akkiev(13), Aleksandr Ananin(13)