AI4SoilHealth: Accelerating collection and use of soil health information using AI technology to support the Soil Deal for Europe and EU Soil Observatory

Información del proyecto

AI4SoilHealth

Identificador del acuerdo de subvención: 101086179

DOI 10.3030/101086179

Fecha de la firma de la CE 21 Noviembre 2022

Fecha de inicio 1 Enero 2023

Fecha de finalización 31 Diciembre 2026

Financiado con arreglo a

• Food, Bioeconomy Natural Resources, Agriculture and Environment

Coste total € 9 960 358,50

Aportación de la UE € 9 960 357,50

Coordinado por

AARHUS UNIVERSITET
Denmark

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (3)

Stakeholders analysis and mapping (policy perspective)

D2.2: Stakeholders analysis and mapping (SAS, M12). Tasks: 2.2, 4.1, 5.1, 6.2, 7.1, 7.3;

Indicator selection framework with protocol v1

D3.1 Indicator selection framework with protocol, 2 versions (ABD, M16). Task: 3.1, 3.2, 3.3;

Policy brief: priority areas and data needs for EU soil monitoring

D2.1: Policy brief: priority areas and data needs for EU soil monitoring and information systems (ISIN, M12). Tasks: 2.1, 3.1;

Other (1)

Multi-actor facilitation training delivered to pilot co-ordinators

D6.2: Multi-actor facilitation training delivered to pilot co-ordinators (SAS, M4). Task: 6.1;

Demonstrators, pilots, prototypes (1)

Establishment of multi actor engagement pilots

D6.1: Establishment of multi actor engagement pilots (SAS, M6). Task: 2.2, 6.1, 7.1;

Data sets, microdata, etc (1)

Soil Health Data Cube v1

D5.2: Soil Health Data Cube, 1st version (OGH, M18). Task: 3.3, 5.1, 5.2, 5.3;

Publicaciones

Peer reviewed articles (14)

A unifying modelling of multiple land degradation pathways in Europe

Autores: Remus Prăvălie, Pasquale Borrelli, Panos Panagos, Cristiano Ballabio, Emanuele Lugato, Adrian Chappell, Gonzalo Miguez-Macho, Federico Maggi, Jian Peng, Mihai Niculiță, Bogdan Roșca, Cristian Patriche, Monica Dumitrașcu, Georgeta Bandoc, Ion-Andrei Nita,
Publicado en: Nature Communications, 2024, ISSN 2041-1723
Editor: Nature Portfolio
DOI: 10.1038/s41467-024-48252-x

Soil bulk density assessment in Europe

Autores: Panos Panagos, Daniele De Rosa, Leonidas Liakos, Maeva Labouyrie, Pasquale Borrelli, Cristiano Ballabio
Publicado en: Agriculture, Ecosystems & Environment, 2024, ISSN 1873-2305
Editor: Elsevier
DOI: 10.1016/j.agee.2024.108907

Towards a better understanding of pathways of multiple co-occurring erosion processes on global cropland

Autores: Pasquale Borrelli, Christine Alewell, Jae E Yang, Nejc Bezak, Yixian Chen, Ayele Almaw Fenta, Arthur Nicolaus Fendrich, Surya Gupta, Francis Matthews, Sirio Modugno, Nigussie Haregeweyn, David A Robinson, Florence Tan, Matthias Vanmaercke, Gert Verstraete
Publicado en: International Soil and Water Conservation Research, 2023, ISSN 2095-6339
Editor: KeAi Communications Co. Ltd.
DOI: 10.1016/j.iswcr.2023.07.008

A systematic benchmarking framework for future assessments of soil health: An example from Denmark

Autores: Gutierrez, S., M.H. Greve, A.B. Møller, A. Beucher, E. Arthur, L. W. de Jonge, S. Normand, and L.C. Gomes
Publicado en: Journal of Environmental Management, 2024, ISSN 1095-8630
Editor: Elsevier
DOI: 10.1016/j.jenvman.2024.121882

Remaining Loyal to Our Soil: A Prospective Integrated Assessment of Soil Erosion on Global Food Security

Autores: Martina Sartori, Emanuele Ferrari, Robert M'Barek, George Philippidis, Kirsten Boysen-Urban, Pasquale Borrelli, Luca Montanarella, Panos Panagos
Publicado en: Ecological Economics, 2024, ISSN 1873-6106
Editor: Elsevier
DOI: 10.1016/j.ecolecon.2023.108103

Benchmarking soil organic carbon (SOC) concentration provides more robust soil health assessment than the SOC/clay ratio at European scale

Autores: Christopher J. Feeney, Laura Bentley, Daniele De Rosa, Panos Panagos, Bridget A. Emmett, Amy Thomas, David A. Robinson
Publicado en: Science of The Total Environment, 2024, ISSN 1879-1026
Editor: Elsevier B.V.
DOI: 10.1016/j.scitotenv.2024.175642

An advanced global soil erodibility (K) assessment including the effects of saturated hydraulic conductivity

Autores: Surya Gupta, Pasquale Borrelli, Panos Panagos, Christine Alewell
Publicado en: Science of The Total Environment, 2024, ISSN 1879-1026
Editor: Elsevier
DOI: 10.1016/j.scitotenv.2023.168249

Proceedings of the National Academy of Sciences of the United States of America

Autores: Amirhossein Hassani; Pete Smith; Nima Shokri
Publicado en: PNAS, 2024, ISSN 0027-8424
Editor: PNAS
DOI: 10.1073/pnas.2317332121

A novel laboratory method for the retrieval of the soil water retention curve from shortwave infrared reflectance

Autores: Norouzi, S., M. Sadeghi, M. Tuller, H. Ebrahimian, A. Liaghat, S.B. Jones, and L.W. de Jonge.
Publicado en: Journal of Hydrology, 2023, ISSN 0022-1694
Editor: Elsevier BV
DOI: 10.1016/j.jhydrol.2023.130284

A hybrid in situ and on-screen survey to monitor gully erosion across the European Union

Autores: Pasquale Borrelli, Francis Matthews, Christine Alewell, Konstantinos Kaffas, Jean Poesen, Philipp Saggau, Remus Prăvălie, Matthias Vanmaercke, Panos Panagos
Publicado en: Scientific Data, Edición 12, 2025, ISSN 2052-4463
Editor: Springer Science and Business Media LLC
DOI: 10.1038/S41597-025-05074-W

Predicting spatiotemporal soil organic carbon responses to management using EPIC-IIASA meta-models

Autores: Tara Ippolito, Juraj Balkovic, Rastislav Skalsky, Christian Folberth, Tamas Krisztin, Jason Neff
Publicado en: Journal of Environmental Management, 2023, ISSN 0301-4797
Editor: Elsevier
DOI: 10.1016/j.jenvman.2023.118532

Soil carbon determination for long‐term monitoring revisited using thermo‐gravimetric analysis

Autores: Inmaculada Lebron, David M. Cooper, Michele A. Brentegani, Laura A. Bentley, Gloria Dos Santos Pereira, Patrick Keenan, Jack Bernard Cosby, Bridget Emmet, David A. Robinson
Publicado en: Vadose Zone Journal, Edición 23, 2024, ISSN 1539-1663
Editor: Wiley
DOI: 10.1002/vzj2.20300

A 1 billion euro mission: A Soil Deal for Europe

Autores: Panos Panagos, Pasquale Borrelli, Arwyn Jones, David A. Robinson
Publicado en: European Journal of Soil Science, 2024, ISSN 1365-2389
Editor: Wiley
DOI: 10.1111/ejss.13466

Upper Bounds of Maximum Land Surface Temperatures in a Warming Climate and Limits to Plant Growth

Autores: Aminzadeh, Milad; Or, Dani; Stevens, Bjorn; AghaKouchak, Amir; Shokri, Nima; Aminzadeh, Milad;; Or, Dani;; Stevens, Bjorn;; AghaKouchak, Amir;; Shokri, Nima;
Publicado en: Earth's Future, 2023, ISSN 2328-4277
Editor: Earth's Future
DOI: 10.3929/ethz-b-000631341

Conference proceedings (4)

"Finding the right direction: An approach to determine cropland management direction and its implications for soil erosion risk assessments on large spatial scales. "

Autores: Philipp Saggau, Katja Augustin, Bastian Steinhoff-Knopp, Gideon Tetteh, Francis Matthews, Konstantinos Kaffas, Stefan Erasmi, Pasquale Borrelli, Michael Kuhwald
Publicado en: 2025
Editor: Copernicus GmbH
DOI: 10.5194/EGUSPHERE-EGU25-10363

Mapping water repellency in Denmark

Autores: L. Gomes, P.L. Weber, C. Hermansen, S. Gutierrez, A.C.S. Danielsen, D. Mikstas, C. Pesh, M.H. Greve, P. Møldrup, L.W. De Jonge
Publicado en: Centennial Celebration and Congress of the International Union of Soil Science, 2024
Editor: International Union of Soil Science

Nested Catchment Delineation at the European Scale: A Tool for Fine-Scale Environmental Analysis

Autores: Konstantinos Kaffas, Francis Matthews, Philipp Saggau, Pasquale Borrelli
Publicado en: 2025
Editor: Copernicus GmbH
DOI: 10.5194/EGUSPHERE-EGU25-14166

A physics-driven spectroscopic approach for rapid estimation of the soil water retention curve

Autores: Norouzi, S., M. Sadeghi, M. Tuller, H. Ebrahimian, A. Liaghat, S.B. Jones, and L.W. de Jonge
Publicado en: EGU General Assembly 2024, 2024
Editor: European Geosciences Union
DOI: 10.5194/egusphere-egu24-3053

Other (3)

The Effects of Land Use on Soil Carbon Stocks in the UK

Autores: Peter Levy; Laura Bentley; Bridget Emmett; Angus Garbutt; Aidan Keith; Inma Lebron; David Robinson
Publicado en: 2023
Editor: EGUSphere
DOI: 10.5194/egusphere-2023-1681

AI technology: what it is and what it's not, and how it can (potentially) help us solve the climate crisis

Autores: Hengl, T.; Consoli, D.; Bagić, M.; Brocca, L.; Herold, M.
Publicado en: 2023
Editor: Zenodo
DOI: 10.5281/zenodo.8300534

AI4SoilHealth project: accelerating collection and use of soil health information using AI technology to support the Soil Deal for Europe and EU Soil Observatory

Autores: Wheeler, Ichsani
Publicado en: 2023
Editor: Zenodo
DOI: 10.5281/zenodo.7576836