Predicted effects of climate change on the spatial distribution of soil nematodes at a regional scale

dc.contributor.authorCarvalho, Rui P.
dc.contributor.authorDuarte, Ana Carolina
dc.contributor.authorGuerra, Carlos A.
dc.contributor.authorMendes, Susana
dc.contributor.authorCano-Diaz, Concha
dc.contributor.authorCosta, SR
dc.date.accessioned2026-11-10T12:06:20Z
dc.date.issued2026
dc.date.updated2026-11-10T11:47:27Z
dc.descriptionThe data that support the findings of this study are openly available in figshare at https://doi.org/10.6084/m9.figshare.30364405.
dc.description.abstractSoil biodiversity is essential for the provision of ecosystem services, yet the response of belowground communities to climate change remains unclear and poorly integrated into conservation policies. In soil, nematodes are recognized as bioindicators of soil health and function. In this study, we aimed to assess the current distribution and potential shifts in nematode communities across the North of Portugal, considering the climate forecasts. A total of 406 soil samples were collected throughout the region in different land-use types (agriculture, forests, pastures and urban areas), in a stratified sampling design, from which soil nematodes were extracted and identified through morphological characters. Species distribution models were created using ensemble approaches to predict their distribution under current and future climate conditions. Our results show that slope, agriculture cover and precipitation were the most important drivers of nematode distributions. Model projections under three future climate Shared Socioeconomic Pathways (SSP1, SSP3, SSP5) for 2041–2070 suggest a decline in nematode richness in 58.10% of the region, particularly in the northwest. Trophic groups responded differently: omnivores, fungivores and herbivores substantially reduced their distribution, while bacterivores expanded their range. Results suggest that protected areas buffer species loss and foster richness gain across all climate scenarios, although their effectiveness remains uncertain. This study highlights the importance of protecting belowground communities and their functions in the face of climate change. Integrating soil biodiversity into policy planning will contribute to build resilient ecosystems under global change.eng
dc.description.sponsorshipThis work was supported by national funds through the Portuguese Foundation for Science and Technology, as part of Project SoilRecon (PTDC/BIA-CBI/2340/2020) and a doctoral grant (DOI: https://doi.org/10.54499/2023.04462.BD). ACD (Doctoral grant 2024.02406.BD), RPC and SRC from CBMA (doi:10.54499/UIDB/04050/2020) acknowledge support by the “Contrato-Programa” UIDB/04050/2020 funded by national funds through the FCT I·P; SM and CC-D acknowledge support of UIDB/05937/2020 and UIDP/05937/2020 – CISAS funded by national funds, through FCT – I.P. CC-D is supported by a Post-Doc Research Scholarship in the context of the FCT funded project SoilRecon with reference BIPD_01_2021_FCT-PTDC/BIA-CBI/2340/2020).
dc.distributioninternational
dc.identifier.citationCarvalho, R. P., Duarte, A. C., Guerra, C. A., Mendes, S., Cano-Diaz, C., & Costa, S. R. (2026). Predicted effects of climate change on the spatial distribution of soil nematodes at a regional scale. Applied Soil Ecology, 225, 107229. https://doi.org/10.1016/j.apsoil.2026.107229
dc.identifier.doi10.1016/j.apsoil.2026.107229
dc.identifier.issn0929-1393
dc.identifier.urihttps://hdl.handle.net/1822/104546
dc.language.isoeng
dc.peerreviewedyes
dc.publisherElsevier B.V.
dc.relationEvaluating the potential of soil food web complexity to enhance maize crop performance and soil health [2024.02406.BD]
dc.relationCentre of Molecular and Environmental Biology [UIDB/04050/2020]
dc.relationCenter for Research and Development in Agrifood Systems and Sustainability [UIDB/05937/2020]
dc.relationCenter for Research and Development in Agrifood Systems and Sustainability [UIDP/05937/2020]
dc.relationPTDC/BIA-CBI/2340/2020
dc.relation.isbasedonhttps://doi.org/10.6084/m9.figshare.30364405
dc.rightsopenAccess
dc.rights.urihttp://creativecommons.org/licenses/by-nc/4.0/
dc.subjectClimate change
dc.subjectConservation
dc.subjectNematodes
dc.subjectProtected areas
dc.subjectSoil biodiversity
dc.subjectSpecies distribution models
dc.titlePredicted effects of climate change on the spatial distribution of soil nematodes at a regional scaleeng
dc.typearticle
dspace.entity.typePublication
oaire.awardNumber2024.02406.BD
oaire.awardNumberUIDB/04050/2020
oaire.awardNumberUIDB/05937/2020
oaire.awardNumberUIDP/05937/2020
oaire.awardTitleEvaluating the potential of soil food web complexity to enhance maize crop performance and soil health [2024.02406.BD]
oaire.awardTitleCentre of Molecular and Environmental Biology [UIDB/04050/2020]
oaire.awardTitleCenter for Research and Development in Agrifood Systems and Sustainability [UIDB/05937/2020]
oaire.awardTitleCenter for Research and Development in Agrifood Systems and Sustainability [UIDP/05937/2020]
oaire.awardURIhttps://hdl.handle.net/1822/104545
oaire.awardURIhttps://hdl.handle.net/1822/97485
oaire.awardURIhttps://hdl.handle.net/1822/103988
oaire.awardURIhttps://hdl.handle.net/1822/103989
oaire.citationVolume225
oaire.funderIdentifierhttp://doi.org/10.13039/501100001871
oaire.funderIdentifierhttp://doi.org/10.13039/501100001871
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oaire.funderIdentifierhttp://doi.org/10.13039/501100001871
oaire.funderNameFundação para a Ciência e a Tecnologia, I.P.
oaire.funderNameFundação para a Ciência e a Tecnologia, I.P.
oaire.funderNameFundação para a Ciência e a Tecnologia, I.P.
oaire.funderNameFundação para a Ciência e a Tecnologia, I.P.
oaire.fundingStreamConcurso de avaliação no âmbito do Programa Plurianual de Financiamento de Unidades de I&D (2017/2018) - Financiamento Base
oaire.fundingStreamConcurso de avaliação no âmbito do Programa Plurianual de Financiamento de Unidades de I&D (2017/2018) - Financiamento Base
oaire.fundingStreamConcurso de avaliação no âmbito do Programa Plurianual de Financiamento de Unidades de I&D (2017/2018) - Financiamento Programático
oaire.versionhttp://purl.org/coar/version/c_970fb48d4fbd8a85
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relation.isProjectOfPublication.latestForDiscovery0e2512de-d9e1-478a-bf75-e1d37135c577
sdum.export.identifier21087
sdum.journalApplied Soil Ecology

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