Author

Mikko Peltoniemi

Natural Resources Institute FinlandORCID 0000-0003-2028-6969Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Ecology· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Approach:statistical model· 1

Frequent Co-Authors

Juha HonkaniemiiD· 2 shared Aleksi LehtoneniD· 1 shared Alessio CollaltiiD· 1 shared Andreas HuthiD· 1 shared Andrey Lessa Derci AugustynczikiD· 1 shared Anna Maria JönssoniD· 1 shared Bart MuysiD· 1 shared Christina DollingeriD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersEcology

Juha HonkaniemiORCID

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2 papers

Recent·Most cited

EcologyCommunications Earth & EnvironmentPeer-reviewedMay 7, 2026

Loss of competitive strength in European conifer species under climate change

Marc Grünig, Werner Rammer, Martin Baumann…·Rupert Seidl

The paper uses a deep-learning approach on a large simulated dataset to analyze how climate change affects competitive strength and dominance of tree species in Europe.

3 citationstop 1%

deep learningecology & biodiversity

𝕏 PostBluesky

EcologyForestry An International Journal of Forest ResearchPeer-reviewedSep 29, 2025

Rot or not? Uncovering the spatial patterns and drivers of Norway spruce root rot with harvester data

Susanne Suvanto, Juha E. P. Heikkinen, Eero Holmström…·Mikko Peltoniemi

This study maps spruce root rot risk in Finland using harvester data and identifies key drivers of its spatial distribution.

2 citations

statistical model

𝕏 PostBluesky