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Impact of Soil Improvers on Soil Health: A Data Mining Approach to Support Sustainable Agriculture Across the EU

dc.contributor.authorNolfi, Lorenzo
dc.contributor.authorBindo, Arianna
dc.contributor.authorDi Gregorio, Luciana
dc.contributor.authorCostanzo, Manuela
dc.contributor.authorCaldara, Marina
dc.contributor.authorTabacchioni, Silvia
dc.contributor.authorVisca, Andrea
dc.contributor.authorSalo, Tapio
dc.contributor.authorBauerle, Andrea
dc.contributor.authorHansen, Veronika
dc.contributor.authorBernini, Roberta
dc.contributor.authorVarese, Giovanna Cristina
dc.contributor.authorManikas, Ioannis
dc.contributor.authorMarmiroli, Nelson
dc.contributor.authorPalojärvi, Ansa
dc.contributor.authorBevivino, Annamaria
dc.contributor.departmentid4100110410
dc.contributor.departmentid4100110610
dc.contributor.orcidhttps://orcid.org/0000-0003-3143-7136
dc.contributor.organizationLuonnonvarakeskus
dc.date.accessioned2025-12-23T13:13:18Z
dc.date.issued2025
dc.description.abstractSoil health is crucial for the sustainability of agricultural practices and ecosystem resilience. Using a data mining approach, this study aims to explore emerging themes related to the impact of soil improvers on soil health by analyzing results from various EU-funded agricultural projects, with the final goal of identifying the key factors driving the effectiveness of soil amendments. By integrating data mining and text analysis, the study extracts, aggregates, and visualizes insights, providing a comprehensive overview of innovative strategies to enhance soil fertility and promote ecological balance. This integrated analytical framework offers a nuanced understanding of the conceptual landscape surrounding soil health in EU projects, highlighting the multifaceted roles of organic amendments and microbial solutions. Our findings underscore the critical link between organic amendments and soil health, highlighting their potential as strategic tools for achieving more sustainable agricultural systems. These findings provide a basis for refining soil management strategies in agriculture and support the development of evidence-based policies aimed at improving soil health and fostering ecological balance across Europe.
dc.description.vuosik2025
dc.format.pagerange23 p.
dc.identifier.citationHow to cite: Nolfi L, Bindo A, Di Gregorio L, Costanzo M, Caldara M, Tabacchioni S, Visca A, Salo T, Bauerle A, Hansen V, et al. Impact of Soil Improvers on Soil Health: A Data Mining Approach to Support Sustainable Agriculture Across the EU. Environments. 2025; 12(12):472. https://doi.org/10.3390/environments12120472
dc.identifier.urihttps://jukuri.luke.fi/handle/11111/103528
dc.identifier.urlhttps://doi.org/10.3390/environments12120472
dc.identifier.urnURN:NBN:fi-fe20251223125066
dc.language.isoen
dc.okm.avoinsaatavuuskytkin1 = Avoimesti saatavilla
dc.okm.corporatecopublicationei
dc.okm.discipline1172
dc.okm.discipline1183
dc.okm.internationalcopublicationon
dc.okm.julkaisukanavaoa1 = Kokonaan avoimessa julkaisukanavassa ilmestynyt julkaisu
dc.okm.selfarchivedon
dc.publisherMDPI
dc.relation.articlenumber472
dc.relation.doi10.3390/environments12120472
dc.relation.ispartofseriesEnvironments
dc.relation.issn2076-3298
dc.relation.numberinseries12
dc.relation.volume12
dc.rightsCC BY 4.0
dc.source.justusid132335
dc.subjectsoil health
dc.subjectsoil improvers
dc.subjectorganic amendments
dc.subjectmicrobial solutions
dc.subjectEU projects
dc.subjectsustainable agriculture
dc.subjectdata mining
dc.teh41007-00269202
dc.teh41007-00269200
dc.titleImpact of Soil Improvers on Soil Health: A Data Mining Approach to Support Sustainable Agriculture Across the EU
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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