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

Informations projet

AI4SoilHealth

N° de convention de subvention: 101086179

DOI 10.3030/101086179

Date de signature de la CE 21 Novembre 2022

Date de début 1 Janvier 2023

Date de fin 31 Decembre 2026

Financé au titre de

• Food, Bioeconomy Natural Resources, Agriculture and Environment

Coût total € 9 960 358,50

Contribution de l’UE € 9 960 357,50

Coordonné par

AARHUS UNIVERSITET
Denmark

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

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;

Publications

Peer reviewed articles (14)

A unifying modelling of multiple land degradation pathways in Europe

Auteurs: 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,
Publié dans: Nature Communications, 2024, ISSN 2041-1723
Éditeur: Nature Portfolio
DOI: 10.1038/s41467-024-48252-x

Soil bulk density assessment in Europe

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

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

Auteurs: 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
Publié dans: International Soil and Water Conservation Research, 2023, ISSN 2095-6339
Éditeur: 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

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

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

Auteurs: Martina Sartori, Emanuele Ferrari, Robert M'Barek, George Philippidis, Kirsten Boysen-Urban, Pasquale Borrelli, Luca Montanarella, Panos Panagos
Publié dans: Ecological Economics, 2024, ISSN 1873-6106
Éditeur: 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

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

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

Auteurs: Surya Gupta, Pasquale Borrelli, Panos Panagos, Christine Alewell
Publié dans: Science of The Total Environment, 2024, ISSN 1879-1026
Éditeur: Elsevier
DOI: 10.1016/j.scitotenv.2023.168249

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

Auteurs: Amirhossein Hassani; Pete Smith; Nima Shokri
Publié dans: PNAS, 2024, ISSN 0027-8424
Éditeur: PNAS
DOI: 10.1073/pnas.2317332121

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

Auteurs: Norouzi, S., M. Sadeghi, M. Tuller, H. Ebrahimian, A. Liaghat, S.B. Jones, and L.W. de Jonge.
Publié dans: Journal of Hydrology, 2023, ISSN 0022-1694
Éditeur: 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

Auteurs: Pasquale Borrelli, Francis Matthews, Christine Alewell, Konstantinos Kaffas, Jean Poesen, Philipp Saggau, Remus Prăvălie, Matthias Vanmaercke, Panos Panagos
Publié dans: Scientific Data, Numéro 12, 2025, ISSN 2052-4463
Éditeur: 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

Auteurs: Tara Ippolito, Juraj Balkovic, Rastislav Skalsky, Christian Folberth, Tamas Krisztin, Jason Neff
Publié dans: Journal of Environmental Management, 2023, ISSN 0301-4797
Éditeur: Elsevier
DOI: 10.1016/j.jenvman.2023.118532

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

Auteurs: 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
Publié dans: Vadose Zone Journal, Numéro 23, 2024, ISSN 1539-1663
Éditeur: Wiley
DOI: 10.1002/vzj2.20300

A 1 billion euro mission: A Soil Deal for Europe

Auteurs: Panos Panagos, Pasquale Borrelli, Arwyn Jones, David A. Robinson
Publié dans: European Journal of Soil Science, 2024, ISSN 1365-2389
Éditeur: Wiley
DOI: 10.1111/ejss.13466

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

Auteurs: Aminzadeh, Milad; Or, Dani; Stevens, Bjorn; AghaKouchak, Amir; Shokri, Nima; Aminzadeh, Milad;; Or, Dani;; Stevens, Bjorn;; AghaKouchak, Amir;; Shokri, Nima;
Publié dans: Earth's Future, 2023, ISSN 2328-4277
Éditeur: 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. "

Auteurs: Philipp Saggau, Katja Augustin, Bastian Steinhoff-Knopp, Gideon Tetteh, Francis Matthews, Konstantinos Kaffas, Stefan Erasmi, Pasquale Borrelli, Michael Kuhwald
Publié dans: 2025
Éditeur: Copernicus GmbH
DOI: 10.5194/EGUSPHERE-EGU25-10363

Mapping water repellency in Denmark

Auteurs: 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
Publié dans: Centennial Celebration and Congress of the International Union of Soil Science, 2024
Éditeur: International Union of Soil Science

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

Auteurs: Konstantinos Kaffas, Francis Matthews, Philipp Saggau, Pasquale Borrelli
Publié dans: 2025
Éditeur: Copernicus GmbH
DOI: 10.5194/EGUSPHERE-EGU25-14166

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

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

Other (3)

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

Auteurs: Peter Levy; Laura Bentley; Bridget Emmett; Angus Garbutt; Aidan Keith; Inma Lebron; David Robinson
Publié dans: 2023
Éditeur: 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

Auteurs: Hengl, T.; Consoli, D.; Bagić, M.; Brocca, L.; Herold, M.
Publié dans: 2023
Éditeur: 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

Auteurs: Wheeler, Ichsani
Publié dans: 2023
Éditeur: Zenodo
DOI: 10.5281/zenodo.7576836