Impact of soil improvers on soil health: A data mining approach to support sustainable agriculture across the EU
| dc.contributor.author | Nolfi, Lorenzo | |
| dc.contributor.author | Bindo, Arianna | |
| dc.contributor.author | Di Gregorio, Luciana | |
| dc.contributor.author | Costanzo, Manuela | |
| dc.contributor.author | Caldara, Marina | |
| dc.contributor.author | Tabacchioni, Silvia | |
| dc.contributor.author | Visca, Andrea | |
| dc.contributor.author | Salo, Tapio | |
| dc.contributor.author | Bauerle, Andrea | |
| dc.contributor.author | Hansen, Veronika | |
| dc.contributor.author | Bernini, Roberta | |
| dc.contributor.author | Varese, Giovanna Cristina | |
| dc.contributor.author | Manikas, Ioannis | |
| dc.contributor.author | Marmiroli, Nelson | |
| dc.contributor.author | Palojärvi, Ansa | |
| dc.contributor.author | Bevivino, Annamaria | |
| dc.date.accessioned | 2026-02-06T15:42:35Z | |
| dc.date.available | 2026-02-06T15:42:35Z | |
| dc.date.issued | 2025 | |
| dc.date.updated | 2026-01-23T13:55:17Z | |
| dc.description.abstract | Soil 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.sponsorship | This 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.sponsorship | European Union’s Horizon Europe programme | |
| dc.description.sponsorship | European Union’s HORIZON-CL6-2022 research and Innovation programme | |
| dc.description.sponsorship | European Union Next-GenerationEU (Agritech National Research Center | |
| dc.description.sponsorship | Italian Ministry of Agriculture, Food Sovereignty and Forestry | |
| dc.identifier.uri | https://doi.org/10.3390/environments12120472 | |
| dc.identifier.uri | https://hohpublica.uni-hohenheim.de/handle/123456789/18779 | |
| dc.language.iso | eng | |
| dc.rights.license | cc_by | |
| dc.subject | Soil health | |
| dc.subject | Soil improvers | |
| dc.subject | Organic amendments | |
| dc.subject | Microbial solutions | |
| dc.subject | EU projects | |
| dc.subject | Sustainable agriculture | |
| dc.subject | Data mining | |
| dc.subject.ddc | 630 | |
| dc.title | Impact of soil improvers on soil health: A data mining approach to support sustainable agriculture across the EU | |
| dc.type.dini | Article | |
| dcterms.bibliographicCitation | Environments, 12 (2025), 12, 472. https://doi.org/10.3390/environments12120472. ISSN: 2076-3298 | |
| dcterms.bibliographicCitation.issn | 2076-3298 | |
| dcterms.bibliographicCitation.issue | 12 | |
| dcterms.bibliographicCitation.journaltitle | Environments | |
| dcterms.bibliographicCitation.originalpublishername | MDPI | |
| dcterms.bibliographicCitation.volume | 12 | |
| 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.sdg | 2 | |
| local.subject.sdg | 12 | |
| local.subject.sdg | 15 | |
| local.title.full | Impact of soil improvers on soil health: A data mining approach to support sustainable agriculture across the EU | |
| local.university.bibliography | https://hohcampus.verw.uni-hohenheim.de/qisserver/a/fs.res.frontend/pub/view/47960 |
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