Evidence map›Paper›PMID 41513647›Full record

ArticleNature communications2026

Landscape effects on global soil pathogenic fungal diversity across spatial scales.

Yawen Lu, Nico Eisenhauer, Guillaume Patoine, Ying Chen, Anna Heintz-Buschart, Kirsten Küsel, Carl-Eric Wegner, François Buscot, Xiang Liu, Ademir S F Araujo and 94 more

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Article
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

104 authors.

Yawen LuCollege of Chemistry and Life Science, Suzhou University of Science and Technology, Suzhou, China. yawenlu@mail.usts.edu.cn.ORCID http://orcid.org/0000-0002-3112-0705
Nico EisenhauerGerman Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.ORCID http://orcid.org/0000-0002-0371-6720
Guillaume PatoineGerman Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.ORCID http://orcid.org/0000-0002-3748-6644
Ying ChenInstitute of Ecology, College of Urban and Environmental Sciences, Key Laboratory for Earth Surface Processes of the Ministry of Education, Peking University, Beijing, China.
Anna Heintz-BuschartSwammerdam Institute for Life Sciences, University of Amsterdam, Amsterdam, The Netherlands.ORCID http://orcid.org/0000-0002-9780-1933
Kirsten KüselGerman Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.ORCID http://orcid.org/0000-0002-5396-0975
Carl-Eric WegnerInstitute of Biodiversity, Ecology and Evolution, Aquatic Geomicrobiology, Friedrich Schiller University, Jena, Germany.ORCID http://orcid.org/0000-0002-4339-6602
François BuscotGerman Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.ORCID http://orcid.org/0000-0002-2364-0006
Xiang LiuState Key Laboratory of Herbage Improvement and Grassland Agro-Ecosystems & College of Ecology, Lanzhou University, Lanzhou, China.ORCID http://orcid.org/0000-0002-9422-9492
Ademir S F AraujoSoil Microbial Ecology Group, Agricultural Science Center, Federal University of Piaui, Teresina, PI, Brazil.
Beat FreySwiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland.ORCID http://orcid.org/0000-0002-6391-3574
Fernando T MaestreEnvironmental Sciences and Engineering, Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Kingdom of Saudi Arabia.
Matthew VadeboncoeurEarth Systems Research Center, University of New Hampshire, Durham, NH, USA.ORCID http://orcid.org/0000-0002-8269-0708
Liesbeth van den BrinkPlant Ecology Group, Department of Biology, University of Tübingen, Tübingen, Germany.ORCID http://orcid.org/0000-0003-0313-8147
Quentin PonetteUCLouvain-Earth and Life Institute, Louvain-la-Neuve, Belgium.ORCID http://orcid.org/0000-0002-2726-7392
Markus DidionSwiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland.ORCID http://orcid.org/0000-0003-0346-0646
Georg WohlfahrtUniversität Innsbruck, Institut für Ökologie, Innsbruck, Austria.ORCID http://orcid.org/0000-0003-3080-6702
Aurora GaxiolaFacultad de Ciencias Biológicas, P. Universidad Catolica de Chile, Alameda 340, Santiago & Instituto de Ecología y Biodiversidad (IEB), Santiago, Chile.
Cristina BranquinhocE3c-Center for Ecology, Evolution and Environmental Changes & CHANGE - Global Change and Sustainability Institute, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal.
Henning MeesenburgNorthwest German Forest Research Institute, Göttingen, Germany.ORCID http://orcid.org/0000-0002-3035-4737
Karibu FukuzawaNakagawa Experimental Forest, Field Science Center for Northern Biosphere, Hokkaido University, Otoineppu, Hokkaido, Japan.
E Carol AdairRubenstein School of Environment and Natural Resources, Aiken Center, 81 Carrigan Drive, University of Vermont, Burlington, VT, USA.
Andrijana AndrićBioSense Institute, University of Novi Sad, Novi Sad, Serbia.ORCID http://orcid.org/0000-0002-8239-7595
Milan BarnaInstitute of Forest Ecology, Slovak Academy of Sciences, Zvolen, Slovakia.ORCID http://orcid.org/0000-0002-8389-7997
Qicheng BeiDepartment of Soil Ecology, Helmholtz Centre for Environmental Research-UFZ, Halle (Saale), Germany.ORCID http://orcid.org/0000-0002-5712-5440
Helge BruelheideGerman Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.ORCID http://orcid.org/0000-0003-3135-0356
Adriano CalimanDepartamento de Ecologia, Universidade Federal do Rio Grande do Norte, Natal, RN, Brazil.ORCID http://orcid.org/0000-0001-9218-5601
Rafaella CanessaGerman Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.ORCID http://orcid.org/0000-0002-6979-9880
Michele CarbognaniDepartment of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy.ORCID http://orcid.org/0000-0001-7701-9859
Roberto Cazzolla GattiDepartment of Biological, Geological, and Environmental Sciences, University of Bologna, Bologna, Italy.ORCID http://orcid.org/0000-0001-5130-8492
Chiling ChenTaiwan Agricultural Research Institute, MOA, Taichung, Taiwan.
Casper T ChristiansenTerrestrial Ecology Section, Department of Biology, University of Copenhagen, Copenhagen, Denmark.
Michaël DangerUniversité de Lorraine, CNRS, LIEC, Metz, France.
Evgeny A DavydovAltai State University, Barnaul, Russia.ORCID http://orcid.org/0000-0002-2316-8506
Marie-Anne de GraaffDepartment of Biological Sciences, Boise State University, Boise, ID, USA.
Christine DelireMeteo-France/CNRS, Toulouse, France.ORCID http://orcid.org/0000-0002-6114-3211
Valter Di CeccoMaiella National Park, Sulmona, Italy.ORCID http://orcid.org/0000-0001-9862-1267
Luciano Di MartinoMaiella National Park, Sulmona, Italy.
Ika DjukicSwiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland.ORCID http://orcid.org/0000-0002-5144-9321
Simon DrollingerBioclimatology, University of Göttingen, Göttingen, Germany.ORCID http://orcid.org/0000-0002-4912-2629
Tsutomu EnokiKyushu University Forest, Kyushu University, Ashoro, Hokkaido, Japan.
István FeketeInstitute of Environmental Science, University of Nyíregyháza, Nyíregyháza, Hungary.
Petra FranssonDepartment of Forest Mycology and Plant Pathology, Uppsala BioCenter, Swedish University of Agricultural Sciences, Uppsala, Sweden.ORCID http://orcid.org/0000-0003-0842-9197
Martin FreitagInstitute of Landscape Ecology, University of Münster, Münster, Germany.ORCID http://orcid.org/0000-0002-3280-5941
Mark FrenzelDepartment of Community Ecology, Helmholtz Centre for Environmental Research-UFZ, Halle (Saale), Germany.
Rosario G GavilánBotany Unit, Department of Pharmacology, Pharmacognosy and Botany, Complutense University, Madrid, Spain.ORCID http://orcid.org/0000-0002-1022-445X
Stephan GlatzelFaculty of Geosciences, Geography and Astronomy, Geoecology Group, University of Vienna, Vienna, Austria.ORCID http://orcid.org/0000-0002-2572-5484
Maria GlushkovaForest Research Institute-Bulgarian Academy of Sciences, Sofia, Bulgaria.
Grizelle GonzálezUSDA Forest Service, International Institute of Tropical Forestry, San Juan, Puerto Rico.ORCID http://orcid.org/0000-0003-3007-5540
Anderson da R GrippInstitute of Biodiversity and Sustainability, Federal University of Rio de Janeiro, Macaé, Rio de Janeiro, Brazil.ORCID http://orcid.org/0000-0002-0099-6990
Peter HaaseDepartment of River Ecology and Conservation, Senckenberg Research Institute and Natural History Museum Frankfurt, Gelnhausen, Germany.ORCID http://orcid.org/0000-0002-9340-0438
Ute HamerInstitute of Landscape Ecology, University of Münster, Münster, Germany.ORCID http://orcid.org/0000-0002-3845-3983
Takuo HishiKyushu University Forest, Kyushu University, Sasaguri-machi, Fukuoka, Japan.
Tsutom HiuraDepartment of Ecosystem Studies, The University of Tokyo, Bunkyo-ku, Tokyo, Japan.
Elisabeth HornungDepartment of Zoology, University of Veteinary Medicine Budapest, Budapest, István utca 2., Hungary.
Kazuhiko HoshizakiDepartment of Biological Environment, Akita Prefectural University, Akita, Japan.ORCID http://orcid.org/0000-0001-7654-9129
Heinke JägerCharles Darwin Research Station, Charles Darwin Foundation, Santa Cruz, Galapagos, Ecuador.ORCID http://orcid.org/0000-0001-9065-4048
Juan J JiménezPyrenean Institute of Ecology (IPE, CSIC), Jaca, Spain.ORCID http://orcid.org/0000-0003-2398-0796
Megan J Kelly-SlattenDepartment of Biological Sciences, Boise State University, Boise, ID, USA.
Sebastian Kepfer-RojasDepartment of Geosciences and Natural Resource Management, University of Copenhagen, Copenhagen, Denmark.ORCID http://orcid.org/0000-0002-1681-2877
Zsolt KotroczóDepartment of Agro-Environmental Studies, Hungarian University of Agriculture and Life Sciences, Gödöllő, Hungary.ORCID http://orcid.org/0000-0002-5637-2802
Kaie KriiskaInstitute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia.ORCID http://orcid.org/0000-0002-4464-3433
Hiroko KurokawaGraduate School of Agriculture, Kyoto University, Kitashirakawa Oiwake, Sakyo, Kyoto, Japan.ORCID http://orcid.org/0000-0001-8778-8045
Kate LajthaDepartment of Crop and Soil Sciences, Oregon State University, Corvallis, OR, USA.ORCID http://orcid.org/0000-0002-6430-4818
John LoehrFaculty of Biological and Environmental Sciences, Lammi Biological Station, University of Helsinki, Lammi, Finland.ORCID http://orcid.org/0000-0002-6212-0273
Stefan LöfgrenDepartment of Aquatic Sciences and Assessment, Swedish University of Agricultural Sciences, Uppsala, Sweden.ORCID http://orcid.org/0000-0001-7892-2708
Vincent MaireDépartement des Sciences de l'Environnement, Université du Québec à Trois-Rivières, Trois-Rivières, QC, Canada.ORCID http://orcid.org/0000-0002-3245-2568
Rodrigo L MartinsInstitute of Biodiversity and Sustainability, Federal University of Rio de Janeiro, Macaé, Rio de Janeiro, Brazil.ORCID http://orcid.org/0000-0001-8403-3990
Florence Maunoury-DangerUniversité de Lorraine, CNRS, LIEC, Metz, France.
Inara MeleceInstitute of Biology, Faculty of Medicine and Life Sciences, University of Latvia, Riga, Latvia.
Victoria OchoaInstituto Universitario de Investigación en el Olivar y el Aceite de Oliva, Universidad de Jaén, Jaén, Spain.ORCID http://orcid.org/0000-0002-2055-2094
Ivika OstonenInstitute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia.ORCID http://orcid.org/0000-0001-9043-6083
Alain PaquetteCentre for Forest Research, Université du Québec à Montréal, MontréalQC, QC, Canada.ORCID http://orcid.org/0000-0003-1048-9674
William C ParkerOntario Ministry of Natural Resources, Sault Ste. Marie ON, ON, Canada.
Pablo Luis PeriInstituto Nacional de Tecnología Agropecuaria (INTA), Universidad Nacional de la Patagonia Austral (UNPA)-CONICET, Río Gallegos, Santa Cruz, Argentina.ORCID http://orcid.org/0000-0002-5398-4408
Rebecca MastDepartment of Geosciences, University of Tübingen, Tübingen, Germany.ORCID http://orcid.org/0000-0003-4810-6966
Alessandro PetragliaDepartment of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy.ORCID http://orcid.org/0000-0003-4632-2251
Petr PetříkDepartment of Vegetation Ecology, Institute of Botany, Czech Academy of Sciences, Průhonice, Czech Republic.
Mihai PușcașA. Borza Botanic Garden, Babeș-Bolyai University, Cluj-Napoca, Romania.
Corinna RebmannDepartment Computational Hydrosystems, Helmholtz Centre for Environmental Research (UFZ), Leipzig, Germany.ORCID http://orcid.org/0000-0002-8665-0375
Peter B ReichDepartment of Forest Resources, University of Minnesota, St. Paul, MN, USA.ORCID http://orcid.org/0000-0003-4424-662X
Matthias C RilligInstitute of Biology, Freie Universität Berlin, Berlin, Germany.ORCID http://orcid.org/0000-0003-3541-7853
Martin SchädlerGerman Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.ORCID http://orcid.org/0000-0001-9700-0311
Marcus SchaubSwiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland.ORCID http://orcid.org/0000-0002-0158-8892
Anja SchmidtDepartment of Conservation Biology & Social-Ecological Systems, Helmholtz Centre for Environmental Research-UFZ, Leipzig, Germany.ORCID http://orcid.org/0000-0001-5339-219X
Julia SeeberUniversität Innsbruck, Institut für Ökologie, Sternwartestr. 15/Technikerstrasse 25, Innsbruck, Austria.ORCID http://orcid.org/0000-0003-0189-7377
Helena Cristina SerranocE3c-Center for Ecology, Evolution and Environmental Changes & CHANGE - Global Change and Sustainability Institute, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal.ORCID http://orcid.org/0000-0003-3743-8084
Ana I SousaECOMARE, CESAM-Centre for Environmental and Marine Studies, Department of Biology, University of Aveiro, Aveiro, Portugal.ORCID http://orcid.org/0000-0003-0783-5177
Stefan ScheuJFB Institute of Zoology and Anthropology, University of Göttingen, Göttingen, Germany.ORCID http://orcid.org/0000-0003-4350-9520
Artur StefanskiDepartment of Forest Resources, University of Minnesota, St. Paul, MN, USA.
Marcello TomaselliDepartment of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy.
Zsolt TóthInstitute for Soil Sciences, HUN-REN Centre for Agricultural Research, Budapest, Herman Ottó út 15, Hungary.ORCID http://orcid.org/0000-0002-4650-7291
Stacey M Trevathan-TackettCentre for Nature Positive Solutions, Biology Department, School of Science, RMIT University, Melbourne, VIC, Australia.
Stefan TrogischGerman Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.ORCID http://orcid.org/0000-0002-1426-1012
Pavel Dan TurtureanuA. Borza Botanic Garden, Babeș-Bolyai University, Cluj-Napoca, Romania.ORCID http://orcid.org/0000-0002-7422-3106
Tudor M UrsuInstitute of Biological Research Cluj, National Institute of Research and Development for Biological Sciences, Cluj-Napoca, Romania.ORCID http://orcid.org/0000-0002-4898-6345
Susanna E VennSchool of Life and Environmental Sciences, Deakin University, Burwood, VIC, Australia.ORCID http://orcid.org/0000-0002-7433-0120
Arne VerstraetenResearch Institute for Nature and Forest (INBO), Geraardsbergen, Belgium.ORCID http://orcid.org/0000-0002-8813-1261
Jeyanny VijayanathanForest Research Institute Malaysia (FRIM), Kepong, Selangor, Malaysia.
Dušanka VujanovićBioSense Institute, University of Novi Sad, Novi Sad, Serbia.
Markus WagnerNorthwest German Forest Research Institute, Göttingen, Germany.ORCID http://orcid.org/0009-0006-2600-9304
Martin WeihDepartment of Crop Production Ecology, Swedish University of Agricultural Sciences, Uppsala, Sweden.ORCID http://orcid.org/0000-0003-3823-9183
Franz ZehetnerBOKU University, Institute of Soil Research, Department of Ecosystem Management, Climate and Biodiversity, Vienna, Austria.
Carlos A GuerraGerman Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany. carlos.guerra@uc.pt.

Funding

Deutsche Forschungsgemeinschaft (German Research Foundation) EI 862/29-1
6 · The paper itself

Abstract

Growing evidence has shown that, apart from local environmental factors, changes in landscape-level factors by accelerated land-use change can also shape soil pathogenic fungal diversity. However, the global representativeness of such patterns remains unclear. Here, we assess how pathogenic fungal diversity in 511 soil samples worldwide responds to landscape factors, including landscape complexity index based on eight landscape metrics and quantity of different land cover types across six spatial scales (i.e., surrounding landscape, 250 m to 10,000 m radii from the sampling coordinate). We find that while soil variables explain over half of the variance, pathogenic fungal alpha diversity increases with landscape complexity and crop cover proportion, but decreases with grass and tree cover proportion, together explaining 23.4% of the total variance. Landscape factors have weaker impacts on beta diversity, explaining 13.0% of the variance. Across spatial scales, grassland ecosystems exhibit increasingly stronger responses to landscape variables compared to forest ecosystems. Landscape factors have a higher relative contribution to root-associated fungi than leaf/fruit/seed-associated fungi. Our results emphasize the importance of local factors and the complementary role of landscape patterns in shaping global soil pathogenic fungal distributions, highlighting scale-dependent effects across ecosystems and fungal functional groups.

Indexed as

BiodiversityFungiSoil MicrobiologyEcosystemForestsGrasslandSoilTreesSoil

Identifiers

PMID41513647
PMCPMC12858940

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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.