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Defining critical SOC/clay thresholds for soil health in boreal croplands using satellite-based NDVI proxies for productivity and resilience

dc.contributor.authorHeikkinen, Jaakko
dc.contributor.authorKeskinen, Riikka
dc.contributor.authorYlivainio, Kari
dc.contributor.departmentid4100310610
dc.contributor.departmentid4100110510
dc.contributor.departmentid4100110410
dc.contributor.orcidhttps://orcid.org/0000-0003-4025-637X
dc.contributor.orcidhttps://orcid.org/0000-0002-3840-6554
dc.contributor.organizationLuonnonvarakeskus
dc.date.accessioned2025-08-14T08:42:49Z
dc.date.issued2025
dc.description.abstractThe European Union’s soil strategy underscores the necessity for establishing feasible criteria to assess the soil health condition. In this study, we developed a method to define a critical threshold value for SOC/clay ratio on the basis of crop productivity and resilience. The study integrated data from national soil monitoring (NSM) of Finnish cropland soils (n=505) with satellite-based normalized difference vegetation index (NDVI) obtained from the EcoDataCube (EDC) portal. The study area was confined to the boreal environmental zone to ensure consistent pedo-climatic conditions. The results show that the interannual variation in crop productivity increases rapidly below SOC/clay ratio of 0.09 (95% confidence intervals ranging from 0.07 to 0.16), whereas the corresponding threshold for mean productivity was 0.13 (0.09–0.16). The observed threshold values were found applicable for both cereals and temporary ley. The SOC/clay ratio of 1:13 (=0.08), regarded as a criterion for healthy soil in the current Soil Monitoring Law proposal, based on studies by Johannes et al. (2017) and Prout et al. (2021), is lower than the mean thresholds estimated in this study but aligns close to the lower bound of the 95% confidence intervals. In this research, Finnish agricultural land served as the case study area, but the method is easily applicable to various pedo-climatic regions and potentially to different land use types.
dc.format.pagerange62-69
dc.identifier.citationHow to cite: Heikkinen, J., Keskinen, R., & Ylivainio, K. (2025). Defining critical SOC/clay thresholds for soil health in boreal croplands using satellite-based NDVI proxies for productivity and resilience. Agricultural and Food Science, 34(2), 62–69. https://doi.org/10.23986/afsci.148486 (Original work published May 26, 2025)
dc.identifier.urihttps://jukuri.luke.fi/handle/11111/99822
dc.identifier.urlhttps://doi.org/10.23986/afsci.148486
dc.identifier.urnURN:NBN:fi-fe2025081482596
dc.language.isofi
dc.okm.avoinsaatavuuskytkin1 = Avoimesti saatavilla
dc.okm.corporatecopublicationei
dc.okm.discipline4111
dc.okm.internationalcopublicationei
dc.okm.julkaisukanavaoa1 = Kokonaan avoimessa julkaisukanavassa ilmestynyt julkaisu
dc.okm.selfarchivedon
dc.publisherScientific Agricultural Society of Finland
dc.relation.doi10.23986/afsci.148486
dc.relation.ispartofseriesAgricultural and food science
dc.relation.issn1459-6067
dc.relation.issn1795-1895
dc.relation.volume34
dc.rightsCC BY 4.0
dc.source.justusid123981
dc.subjectSoil Monitoring Law
dc.subjectSOC/clay ratio
dc.subjectcropland
dc.subjectNDVI
dc.subjectsatellite data
dc.subjectnational soil monitoring
dc.teh41007-00257404
dc.titleDefining critical SOC/clay thresholds for soil health in boreal croplands using satellite-based NDVI proxies for productivity and resilience
dc.typepublication
dc.type.okmfi=A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä|sv=A1 Originalartikel i en vetenskaplig tidskrift|en=A1 Journal article (refereed), original research|
dc.type.versionfi=Publisher's version|sv=Publisher's version|en=Publisher's version|

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