Evidence map›Paper›PMID 42247354›Full record

ArticlePloS one2026

Contemporary high resolution European forest structure assessed using tree-level National Forest Inventory data.

Gert-Jan Nabuurs, Yasmin I Maximo, Ajdin Starcevic, Marco Patacca, Sara Filipek, Maximilian Schulte, Bas Lerink, Nicola Bozzolan, Susanna Suvanto, Tom A M Pugh and 34 more

Abstract read
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Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

44 authors.

Gert-Jan NabuursWageningen Environmental Research, Wageningen University and Research, Wageningen, The Netherlands.ORCID 0000-0002-9761-074X
Yasmin I MaximoEuropean Forest Institute, Joensuu, Finland.ORCID 0000-0002-5396-9611
Ajdin StarcevicWageningen Environmental Research, Wageningen University and Research, Wageningen, The Netherlands.
Marco PataccaWageningen Environmental Research, Wageningen University and Research, Wageningen, The Netherlands.
Sara FilipekWageningen Environmental Research, Wageningen University and Research, Wageningen, The Netherlands.
Maximilian SchulteWageningen Environmental Research, Wageningen University and Research, Wageningen, The Netherlands.
Bas LerinkWageningen Environmental Research, Wageningen University and Research, Wageningen, The Netherlands.
Nicola BozzolanEuropean Forest Institute, Joensuu, Finland.ORCID 0009-0006-9590-9242
Susanna SuvantoLUKE, Joensuu, Finland.
Tom A M PughDepartment Physical Geography and Ecosystem Science, Lund University, Lund, Sweden.
Leen GovaereCation Gave, Herman Teirlinckgebouw, Brussel, Belgium.
André ThibautWallonia SPW ARNE Avenue Prince de Liège, Jambes, Belgium.
Jura CavlovićUniversity of Zagreb, Faculty of Forestry and Wood Technology, Institute of Forest Inventory, Management Planning and Remote Sensing, Zagreb, Croatia.
Thomas Nord-LarsenDepartment of Geosciences and Natural Resource, Management, University of Copenhagen, Frederiksberg C, Denmark.ORCID 0000-0002-5341-6435
Vivian Kvist-JohannsenDepartment of Geosciences and Natural Resource, Management, University of Copenhagen, Frederiksberg C, Denmark.ORCID 0000-0002-1268-9787
Huntley BrownellDepartment of Geosciences and Natural Resource, Management, University of Copenhagen, Frederiksberg C, Denmark.ORCID 0000-0002-3798-8783
Stephanie WurpillotIGN, Institut national de l'information géographique et forestière, Saint Mandé, France.
Mathieu DassotIGN, Institut national de l'information géographique et forestière, Saint Mandé, France.
John RedmondDepartment of Agriculture, Johnstown Castle Estate, Wexford, Ireland.
Andrew McCullaghDepartment of Agriculture, Johnstown Castle Estate, Wexford, Ireland.
Piermaria CoronaUniversity of Tuscia, DIBAF, Viterbo, Italy.ORCID 0000-0002-8105-0792
Georges KugenerAdministration de la nature et des forets, Diekirch, Luxembourg.
Rasmus AstrupNIBIO, Ås, Norway.
Johannes BreidenbachNIBIO, Ås, Norway.
Andrzej TalarczykBureau for Forest Management and Geodesy, Sękocin Stary, Poland.ORCID 0000-0001-9073-4136
Bozżydar NerojDepartment of Forest Resources Management, Faculty of Forestry, University of Agriculture in Krakow, Kraków, Poland.
Vladimir SebenNational Forest Centre, Zvolen, Slovakia.ORCID 0000-0003-3692-446X
Iciar AlberdiInstitute of forest science (ICIFOR-INIA), CSIC, Madrid, Spain.
Jonas FridmanDepartment of Forest Resource Management, Swedish University of Agricultural Sciences, UMEÅ, Sweden.
Esther ThürigGeneral Directorate of State Forests, Warszawa, Poland.
Brigitte RohnerSwiss Federal Institute for Forest Snow and Landscape Research, Birmensdorf, Switzerland.
Adriane Esquivel-MuelbertUniversity of Birmingham, School of Geography, Earth and Environmental Sciences, Edgbaston, Birmingham, United Kingdom.
Louis KönigWageningen Environmental Research, Wageningen University and Research, Wageningen, The Netherlands.
Alexandra FreudenschussAustrian Research Centre for Forests (BFW), Vienna, Austria.
Thomas GschwanterAustrian Research Centre for Forests (BFW), Vienna, Austria.
Ambros BergerAustrian Research Centre for Forests (BFW), Vienna, Austria.
Kari KorhonenLUKE, Joensuu, Finland.
Sander TeeuwenProbos Hollandseweg, Wageningen, The Netherlands.
Mariana HassegawaEuropean Forest Institute, Joensuu, Finland.ORCID 0000-0002-2215-9093
Emil CiencialaIFER - Institute of Forest Ecosystem Research, Jilove u Prahy, Czech Republic.ORCID 0000-0002-1254-4254
Rodrigo Munoz-AvilesWageningen Environmental Research, Wageningen University and Research, Wageningen, The Netherlands.
Gherardo ChiriciDepartment of Agriculture, Food, Environment and Forestry, Università degli Studi di Firenze, Firenze, Italy.
Pieter J VerkerkEuropean Forest Institute, Joensuu, Finland.
Mart-Jan SchelhaasWageningen Environmental Research, Wageningen University and Research, Wageningen, The Netherlands.ORCID 0000-0003-4525-2677

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This exploratory study presents an objective and consistent approach for assessing forest structure across multiple European countries, focusing on the distributions of tree species and tree diameter at breast height (DBH) as assessed by European National Forest Inventories (NFIs) and one landscape inventory. We distinguish six structural classes, ranging from mono-specific plots with a narrow (regular) DBH distribution to multi-species plots with a wide (irregular) DBH distribution. We used tree level data on basal area, species, and diameter, from 18 countries, and harmonised the data as much as possible by adopting a common diameter measurement threshold and by scaling the different plot radii to one ha. Data from 255,418 inventory plots indicate that roughly half of the forests are dominated by a single-species, while the other half consists of multiple-species. According to our approach, the predominant structural type in the surveyed countries is characterized by single-species dominance (56%) and a narrow DBH distribution. The relatively small plot radii across inventories and the diameter threshold of 10 cm also contribute to dominance of this structural type. The single-species regular class was the most prevalent ranging from 35.8% in Switzerland to 79.7% in Spain. The second most important was the multiple-species regular class, present on 37.7% of the forest area. Although the plots are not weighed to the full forest area, these results indicate a regular forest structure on 94% of Europe's forests. The distribution of forest area per country over the categories varied only moderately. A shortcoming of a groundbased study is the challenge of harmonisation due to the different plot design of NFIs, showing a range in the plot radii from 9 to 25 meters hampering the comparison between countries. The results as presented at 0.2 degrees resolution (approximately 20 x 20 km) provide insight into forest structure in a consistent manner and can be updated in the future based on new releases of forest inventories. Although we did not study the effect of forest management on the current structure, these results are a basis to report temporal and spatial effects of management changes at this semi-high resolution, highly relevant to the EU Nature Restoration Law. We see this spatially explicit result as very promising, with advantages compared to the alternative of highly aggregated international statistics..

Indexed as

ForestsTreesConservation of Natural ResourcesEurope

Identifiers

PMID42247354
PMCPMC13240908

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.