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Optimizing the regeneration of spruce-dominated stands suffering from Heterobasidion root rot in Finland

dc.contributor.authorHolmström, Eero
dc.contributor.authorHonkaniemi, Juha
dc.contributor.authorAhtikoski, Anssi
dc.contributor.authorRajala, Tuomas
dc.contributor.authorHantula, Jarkko
dc.contributor.authorPiri, Tuula
dc.contributor.authorHeikkinen, Juha
dc.contributor.authorSuvanto, Susanne
dc.contributor.authorRäsänen, Tapio
dc.contributor.authorSorsa, Juha-Antti
dc.contributor.authorRiekki, Kirsi
dc.contributor.authorHöglund, Henna
dc.contributor.authorLehtonen, Aleksi
dc.contributor.authorPeltoniemi, Mikko
dc.contributor.departmentid4100210610
dc.contributor.departmentid4100110710
dc.contributor.departmentid4100110310
dc.contributor.departmentid4100111010
dc.contributor.departmentid4100110710
dc.contributor.departmentid4100110710
dc.contributor.departmentid4100111010
dc.contributor.departmentid4100311110
dc.contributor.departmentid4100310610
dc.contributor.departmentid4100311110
dc.contributor.orcidhttps://orcid.org/0000-0002-8249-554X
dc.contributor.orcidhttps://orcid.org/0000-0003-1658-3813
dc.contributor.orcidhttps://orcid.org/0000-0002-1343-8058
dc.contributor.orcidhttps://orcid.org/0000-0002-1016-0636
dc.contributor.orcidhttps://orcid.org/0000-0003-3527-774X
dc.contributor.orcidhttps://orcid.org/0000-0002-0345-3596
dc.contributor.orcidhttps://orcid.org/0000-0003-1388-0388
dc.contributor.orcidhttps://orcid.org/0000-0003-2028-6969
dc.contributor.organizationLuonnonvarakeskus
dc.date.accessioned2025-02-27T12:12:49Z
dc.date.accessioned2025-05-28T07:21:12Z
dc.date.available2025-02-27T12:12:49Z
dc.date.issued2025
dc.description.abstractHeterobasidion root rot is a destructive fungal disease causing extensive damage in conifer forests throughout the Northern hemisphere. The effective spreading of the causal agent Heterobasidion sp. from one tree generation to the next makes the disease a persistent problem for forestry. Here, we present a precision-forestry method for optimizing the regeneration of spruce-dominated stands suffering from Heterobasidion root rot. Our method prevents the inter-generational spread of the disease while aiming for high financial or climate change mitigation value. The method uses harvester data with non-parametric clustering or Bayesian modeling to delineate the stand into healthy and infected “microstands.” Through simulations of forest growth and Heterobasidion dynamics, the optimal species to plant in each microstand to maximize either bare land value (BLV, interest rate 2%) or net CO2 removals by living tree biomass is determined, subject to the condition that regeneration leads to disease eradication. In Finnish conditions, the method recommends pine on mesic heath sites (MT) and combinations of pine and spruce on herb-rich sites (OMT) to maximize BLV. To maximize CO2 removals, the method suggests a variety of tree species compositions including birch. In comparison to regenerating using only spruce, the predicted mean financial gain from the method is 1320 ± 40 EUR/ha on MT and 400 to 800 EUR/ha on OMT. Direct gains in CO2 removals are difficult to achieve due to prevailing management practices for infected stands. The method offers financial and carbon-wise support for decision-making while diversifying forests and cleansing sites of root rot disease.
dc.format.bitstreamtrue
dc.format.pagerange20 p.
dc.identifier.citationHow to cite: Eero Holmström, Juha Honkaniemi, Anssi Ahtikoski, Tuomas Rajala, Jarkko Hantula, Tuula Piri, Juha Heikkinen, Susanne Suvanto, Tapio Räsänen, Juha-Antti Sorsa, Kirsi Riekki, Henna Höglund, Aleksi Lehtonen, Mikko Peltoniemi, Optimizing the regeneration of spruce-dominated stands suffering from Heterobasidion root rot in Finland, Computers and Electronics in Agriculture, Volume 232, 2025, 110134, ISSN 0168-1699, https://doi.org/10.1016/j.compag.2025.110134.
dc.identifier.olddbid498735
dc.identifier.oldhandle10024/556159
dc.identifier.urihttps://jukuri.luke.fi/handle/11111/12431
dc.identifier.urlhttps://doi.org/10.1016/j.compag.2025.110134
dc.identifier.urnURN:NBN:fi-fe2025022714784
dc.language.isoen
dc.okm.avoinsaatavuuskytkin1 = Avoimesti saatavilla
dc.okm.corporatecopublicationon
dc.okm.discipline4112
dc.okm.internationalcopublicationei
dc.okm.julkaisukanavaoa1 = Kokonaan avoimessa julkaisukanavassa ilmestynyt julkaisu
dc.okm.selfarchivedon
dc.publisherElsevier
dc.relation.articlenumber110134
dc.relation.doi10.1016/j.compag.2025.110134
dc.relation.ispartofseriesComputers and electronics in agriculture
dc.relation.issn0168-1699
dc.relation.issn1872-7107
dc.relation.volume232
dc.rightsCC BY 4.0
dc.source.identifierhttps://jukuri.luke.fi/handle/10024/556159
dc.subjectHeterobasidion root rot
dc.subjectprecision forestry
dc.subjectmicrostand
dc.subjectharvester data
dc.subjectdisease control
dc.subjectforest planning
dc.subjectstand dynamics
dc.subjectBayesian modeling
dc.teh41007-00220001
dc.titleOptimizing the regeneration of spruce-dominated stands suffering from Heterobasidion root rot in Finland
dc.typepublication
dc.type.okmfi=A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä|sv=A1 Originalartikel i en vetenskaplig tidskrift|en=A1 Journal article (refereed), original research|

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