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

Project Information

AI4SoilHealth

Grant agreement ID: 101086179

DOI 10.3030/101086179

EC signature date 21 November 2022

Start date 1 January 2023

End date 31 December 2026

Funded under

• Food, Bioeconomy Natural Resources, Agriculture and Environment

Total cost € 9 960 358,50

EU contribution € 9 960 357,50

Coordinated by

AARHUS UNIVERSITET
Denmark

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

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 (13)

A unifying modelling of multiple land degradation pathways in Europe

Author(s): 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,
Published in: Nature Communications, 2024, ISSN 2041-1723
Publisher: Nature Portfolio
DOI: 10.1038/s41467-024-48252-x

Soil bulk density assessment in Europe

Author(s): Panos Panagos, Daniele De Rosa, Leonidas Liakos, Maeva Labouyrie, Pasquale Borrelli, Cristiano Ballabio
Published in: Agriculture, Ecosystems & Environment, 2024, ISSN 1873-2305
Publisher: Elsevier
DOI: 10.1016/j.agee.2024.108907

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

Author(s): 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
Published in: International Soil and Water Conservation Research, 2023, ISSN 2095-6339
Publisher: 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

Author(s): Gutierrez, S., M.H. Greve, A.B. Møller, A. Beucher, E. Arthur, L. W. de Jonge, S. Normand, and L.C. Gomes
Published in: Journal of Environmental Management, 2024, ISSN 1095-8630
Publisher: Elsevier
DOI: 10.1016/j.jenvman.2024.121882

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

Author(s): Martina Sartori, Emanuele Ferrari, Robert M'Barek, George Philippidis, Kirsten Boysen-Urban, Pasquale Borrelli, Luca Montanarella, Panos Panagos
Published in: Ecological Economics, 2024, ISSN 1873-6106
Publisher: 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

Author(s): Christopher J. Feeney, Laura Bentley, Daniele De Rosa, Panos Panagos, Bridget A. Emmett, Amy Thomas, David A. Robinson
Published in: Science of The Total Environment, 2024, ISSN 1879-1026
Publisher: Elsevier B.V.
DOI: 10.1016/j.scitotenv.2024.175642

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

Author(s): Surya Gupta, Pasquale Borrelli, Panos Panagos, Christine Alewell
Published in: Science of The Total Environment, 2024, ISSN 1879-1026
Publisher: Elsevier
DOI: 10.1016/j.scitotenv.2023.168249

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

Author(s): Amirhossein Hassani; Pete Smith; Nima Shokri
Published in: PNAS, 2024, ISSN 0027-8424
Publisher: PNAS
DOI: 10.1073/pnas.2317332121

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

Author(s): Norouzi, S., M. Sadeghi, M. Tuller, H. Ebrahimian, A. Liaghat, S.B. Jones, and L.W. de Jonge.
Published in: Journal of Hydrology, 2023, ISSN 0022-1694
Publisher: Elsevier BV
DOI: 10.1016/j.jhydrol.2023.130284

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

Author(s): Tara Ippolito, Juraj Balkovic, Rastislav Skalsky, Christian Folberth, Tamas Krisztin, Jason Neff
Published in: Journal of Environmental Management, 2023, ISSN 0301-4797
Publisher: Elsevier
DOI: 10.1016/j.jenvman.2023.118532

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

Author(s): 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
Published in: Vadose Zone Journal, Issue 23, 2024, ISSN 1539-1663
Publisher: Wiley
DOI: 10.1002/vzj2.20300

A 1 billion euro mission: A Soil Deal for Europe

Author(s): Panos Panagos, Pasquale Borrelli, Arwyn Jones, David A. Robinson
Published in: European Journal of Soil Science, 2024, ISSN 1365-2389
Publisher: Wiley
DOI: 10.1111/ejss.13466

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

Author(s): Aminzadeh, Milad; Or, Dani; Stevens, Bjorn; AghaKouchak, Amir; Shokri, Nima; Aminzadeh, Milad;; Or, Dani;; Stevens, Bjorn;; AghaKouchak, Amir;; Shokri, Nima;
Published in: Earth's Future, 2023, ISSN 2328-4277
Publisher: Earth's Future
DOI: 10.3929/ethz-b-000631341

Other (3)

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

Author(s): Peter Levy; Laura Bentley; Bridget Emmett; Angus Garbutt; Aidan Keith; Inma Lebron; David Robinson
Published in: 2023
Publisher: 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

Author(s): Hengl, T.; Consoli, D.; Bagić, M.; Brocca, L.; Herold, M.
Published in: 2023
Publisher: 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

Author(s): Wheeler, Ichsani
Published in: 2023
Publisher: Zenodo
DOI: 10.5281/zenodo.7576836

Conference proceedings (2)

Mapping water repellency in Denmark

Author(s): 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
Published in: Centennial Celebration and Congress of the International Union of Soil Science, 2024
Publisher: International Union of Soil Science

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

Author(s): Norouzi, S., M. Sadeghi, M. Tuller, H. Ebrahimian, A. Liaghat, S.B. Jones, and L.W. de Jonge
Published in: EGU General Assembly 2024, 2024
Publisher: European Geosciences Union
DOI: 10.5194/egusphere-egu24-3053