2025 | Journal paper

Using UAV images and deep learning to enhance the mapping of deadwood in boreal forests

Authors: Janne Mäyrä, Topi Tanhuanpää, Anton Kuzmin, Einari Heinaro, Timo Kumpula, Petteri Vihervaara

Status: Published
Journal: Remote Sensing of Environment

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2025 | Journal paper

Learning the syntax of plant assemblages

Authors: César Leblanc, Pierre Bonnet, Maximilien Servajean, Wilfried Thuiller, Milan Chytrý, Svetlana Aćić, Olivier Argagnon, Idoia Biurrun, Gianmaria Bonari, Helge Bruelheide, Juan Antonio Campos, Andraž Čarni, Renata Ćušterevska, Michele De Sanctis, Jürgen Dengler, Tetiana Dziuba, Emmanuel Garbolino, Ute Jandt, Florian Jansen, Jonathan Lenoir, Jesper Erenskjold Moeslund, Aaron Pérez-Haase, Remigiusz Pielech, Jozef Sibik, Zvjezdana Stančić, Domas Uogintas, Thomas Wohlgemuth, Alexis Joly

Status: Published
Journal: Nature Plants

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2025 | Journal paper

Advancing causal inference in ecology: Pathways for biodiversity change detection and attribution

Authors: Franziska Schrodt, Miriam Beck, Joaquim Estopinan, Diana E. Bowler, Colin Fontaine, Pierre Gaüzère, Romain Goury, Matthias Grenié, Inês S. Martins, Naia Morueta-Holme, Luca Santini, Mickael Hedde, Gabrielle Martin, Emmanuelle Porcher, Sara Si-Moussi, Marianne Tzivanopoulos, Grant Vernham, Cyrille Violle, Wilfried Thuiller

Status: Published
Journal: Methods in Ecology and Evolution
Volume/Issue: Volume 16, Issue 10
Publisher: British Ecological Society

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2025 | Journal paper

National-scale terrestrial biodiversity and ecosystem monitoring with essential biodiversity variables in Japan and Finland

Authors: Yayoi Takeuchi, Lea Végh, Hibiki Noda, Kristin Böttcher, Petteri Vihervaara, Jamie M. Kass, Ichiro Hama, Yusuke Saito

Status: Published
Journal: Ecological Research

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2025 | Journal paper

Prokaryotic communities as proxies for eukaryotic soil beta diversity in forest ecosystems

Authors: Andjin Siegenthaler, Andrew K. Skidmore, M´elody Rousseau, Ivo Laros, Marco Heurich, G. Arjen de Groot

Status: Published
Journal: Ecological Indicators
Volume/Issue: Volume 178
Publisher: Elsevier

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2025 | Journal paper

High-Resolution prediction of soil pH in European temperate forests using Sentinel-2 and ancillary environmental data

Authors: Haidi Abdullah, Andrew K. Skidmore, Andjin Siegenthaler, Elnaz Neinavaz

Status: Published
Journal: Scientific Reports

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2025 | Journal paper

Technology Readiness Level of biodiversity monitoring with molecular methods – where are we on the road to routine implementation?

Authors: Tiina Laamanen, Veera Norros, Petteri Vihervaara, Jacqueline Jerney, Pirkko Kortelainen, Katharina Kujala, Stefan Lambert, Janne Mäyrä, Lilja Nikula, Ida Palmroos, Mikko Tolkkinen, Kristiina Vuorio, Kristian Meissner

Status: Published
Journal: Metabarcoding and Metagenomics
Publisher: Pensoft Publishers

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2025 | Journal paper

Introduction to deep learning methods for multi-species predictions

Authors: Yuqing Hu, Sara Si-Moussi, Wilfried Thuiller

Status: Published
Journal: Methods in Ecology and Evolution
Volume/Issue: 16, 1
Publisher: British Ecological Society

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2024 | Journal paper

Vulnerability of terrestrial vertebrate food webs to anthropogenic threats in Europe

Authors: Louise M. J. O'Connor, Francesca Cosentino, Michael B. J. Harfoot, Luigi Maiorano, Chiara Mancino, Laura J. Pollock, Wilfried Thuiller

Status: Published
Journal: Global Change Biology
Volume/Issue: 30, 3

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