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.date.accessioned2026-02-06T15:42:35Z
dc.date.available2026-02-06T15:42:35Z
dc.date.issued2025
dc.date.updated2026-01-23T13:55:17Z
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.sponsorshipThis work was funded by European Union’s Horizon Europe programme (DELISOIL Project, GA No. 101112855; MULTISOIL, GA No. 101218951), the European Union’s HORIZON-CL6-2022 research and Innovation programme (ECOREADY Project, GA No. 101084201), the European Union Next-GenerationEU (Agritech National Research Center, PNRR—Missione 4 Componente 2, Investimento 1.4—D.D. 1032 17/06/2022, CN00000022), and the Italian Ministry of Agriculture, Food Sovereignty and Forestry (SOIL-HUB2 project, Creazione di una rete italiana di competenze per la gestione sostenibile del suolo, D.M. MASAF n 672924 of 20-12-24). This manuscript reflects only the authors’ views and opinions; neither the European Union nor the European Commission can be considered responsible for them.
dc.description.sponsorshipEuropean Union’s Horizon Europe programme
dc.description.sponsorshipEuropean Union’s HORIZON-CL6-2022 research and Innovation programme
dc.description.sponsorshipEuropean Union Next-GenerationEU (Agritech National Research Center
dc.description.sponsorshipItalian Ministry of Agriculture, Food Sovereignty and Forestry
dc.identifier.urihttps://doi.org/10.3390/environments12120472
dc.identifier.urihttps://hohpublica.uni-hohenheim.de/handle/123456789/18779
dc.language.isoeng
dc.rights.licensecc_by
dc.subjectSoil health
dc.subjectSoil improvers
dc.subjectOrganic amendments
dc.subjectMicrobial solutions
dc.subjectEU projects
dc.subjectSustainable agriculture
dc.subjectData mining
dc.subject.ddc630
dc.titleImpact of soil improvers on soil health: A data mining approach to support sustainable agriculture across the EU
dc.type.diniArticle
dcterms.bibliographicCitationEnvironments, 12 (2025), 12, 472. https://doi.org/10.3390/environments12120472. ISSN: 2076-3298
dcterms.bibliographicCitation.issn2076-3298
dcterms.bibliographicCitation.issue12
dcterms.bibliographicCitation.journaltitleEnvironments
dcterms.bibliographicCitation.originalpublishernameMDPI
dcterms.bibliographicCitation.volume12
local.export.bibtex@article{Nolfi2025, doi = {10.3390/environments12120472}, author = {Nolfi, Lorenzo and Bindo, Arianna and Di Gregorio, Luciana et al.}, title = {Impact of soil improvers on soil health: A data mining approach to support sustainable agriculture across the EU}, journal = {Environments}, year = {2025}, volume = {12}, number = {12}, }
local.subject.sdg2
local.subject.sdg12
local.subject.sdg15
local.title.fullImpact of soil improvers on soil health: A data mining approach to support sustainable agriculture across the EU
local.university.bibliographyhttps://hohcampus.verw.uni-hohenheim.de/qisserver/a/fs.res.frontend/pub/view/47960

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