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

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

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;

Indicator selection framework with protocol v2

D3.2: Indicator selection framework with protocol, 2 versions (ABD, M36). 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;

Indicators for soil degradation and method testing v1

D3.3: Indicators for soil degradation and method testing, 2 versions (ABDN, M24). Task: 3.1- 3.6;

Comparison of ML & hybrid approaches for integrative SOC modeling

D3.7: Comparison of pure machine learning and hybrid approaches for integrative soil organic carbon modeling (MPG, M36). Task: 3.3, 3.5;

Training datasets with manuals for application in different OS apps, including the AI4SoilHealth PWA & downstream mobile apps deployed

D4.14: Training datasets with manuals for application in different OS apps, including the AI4SoilHealth PWA & downstream mobile apps deployed (OGH, M36). Task: 4.6, 6.4;

AI4SoilHealth Youtube channel, AI4SoilHealth podcasts

D7.5: AI4SoilHealth Youtube channel, AI4SoilHealth podcasts (SAS, M36). Task: 2.4, 6.4, 7.1, 7.2, 7.3;

AI4SoilHealth campaign materials and impact analysis report

D7.6: AI4SoilHealth campaign materials and impact analysis report (SAS, M36). Task: 2.2, 3.2, 3.7, 7.4;

Modules for in-field geolocated data collection

D4.9: Modules for: 1) in-field geolocated data collection (FER, M24). Task: 1.4, 2.2, 2.4, 3.7, 4.6, 4.8, 5.2, 5.3, 5.8, 5.9;

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;

Modules for report generation

D4.10: Modules for: report generation; (FER, M36). Task: 1.4, 2.2, 2.4, 3.7, 4.6, 4.8, 5.2, 5.3, 5.8, 5.9;

"International open conferences gathering key stakeholders #1"

"D7.7: International open conferences bringing together key stakeholders #1 (ATK, M18). Task: 2.2, 2.4, 7.1, 7.2;"

Pipeline for stream of in-situ & EO data with robust & FAIR principles

D4.15: Pipeline for stream of in-situ & EO data with robust & FAIR principles (SU, M36). Task: 2.2, 4.7, 6.4;

Estimate management impacts to soil carbon turnover

D4.4: Estimate management impacts to soil carbon turnover (INR, M36). Task: 3.5, 4.2;

Soil Health Data Cube v1

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

Pubblicazioni

Spatial Prediction of Organic Matter Quality in German Agricultural Topsoils

Autori: Ali Sakhaee; Thomas Scholten; Ruhollah Taghizadeh-Mehrjardi; Mareike Ließ; Axel Don
Pubblicato in: Agriculture, 2024, ISSN 2077-0472
Editore: MDPI
DOI: 10.3390/AGRICULTURE14081298

The Fraction of Carbon in Soil Organic Matter as a National‐Scale Soil Process Indicator

Autori: Sabine Reinsch, Inma Lebron, Lis Wollesen de Jonge, Peter L. Weber, Trine Norgaard, Emmanuel Arthur, Lucas Gomes, Charles Pesch, Karyotis Konstantinos, George Zalidis, Lur Epelde, Marija Romic, Davor Romic, Monika Zovko, Marko Reljic, Jaakko Heikkinen, Christopher Feeney, Laura Bentley, Peter Levy, Elena Vanguelova, Panos Panagos, Florian Schneider, Bernhard Ahrens, Jens Leifeld, Gustaf Hugelius, Bridget A. Emmett, Bernhard J. Cosby, Michele Brentegani, Susan Tandy, Amy Thomas, Maud A. J. van Soest, David A. Robinson
Pubblicato in: Global Change Biology, Numero 31, 2025, ISSN 1354-1013
Editore: Wiley
DOI: 10.1111/GCB.70572

An Open Framework for Downscaling Soil Carbon and Clay Maps Using Sensor Data: Five Case Studies Across Diverse European Landscapes

Autori: Lucas Carvalho Gomes, Anders Bjørn Møller, Triven Koganti, Suzanne Higgins, Gareth Ridgway, Natasha Crumlish, Renaldas Žydelis, Jonas Volungevičius, Ardas Kavaliauskas, Fenny van Egmond, Henk Kramer, Kees Teuling, İsmail Çinkaya, Mogens H. Greve
Pubblicato in: European Journal of Soil Science, Numero 76, 2025, ISSN 1351-0754
Editore: Wiley
DOI: 10.1111/EJSS.70132

Time series of Landsat-based bimonthly and annual spectral indices for continental Europe for 2000–2022

Autori: Xuemeng Tian, Davide Consoli, Martijn Witjes, Florian Schneider, Leandro Parente, Murat Şahin, Yu-Feng Ho, Robert Minařík, Tomislav Hengl
Pubblicato in: Earth System Science Data, Numero 17, 2025, ISSN 1866-3516
Editore: Copernicus GmbH
DOI: 10.5194/ESSD-17-741-2025

A unifying modelling of multiple land degradation pathways in Europe

Autori: 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,
Pubblicato in: Nature Communications, 2024, ISSN 2041-1723
Editore: Nature Portfolio
DOI: 10.1038/s41467-024-48252-x

Impacts of land use change on nutrient balance and greenhouse gas emissions: a regional perspective

Autori: Vahid Sobhi Gollo; Mehdi H. Afshar; Dani Or; Nima Shokri
Pubblicato in: npj Sustainable Agriculture, 2025, ISSN 2731-9202
Editore: Springer Nature
DOI: 10.1038/S44264-025-00076-Y

Spatial and temporal assessment of soil degradation risk in Europe

Autori: Mehdi H. Afshar, Amirhossein Hassani, Milad Aminzadeh, Pasquale Borrelli, Panos Panagos, David A. Robinson, Dani Or, Nima Shokri
Pubblicato in: Scientific Reports, Numero 15, 2025, ISSN 2045-2322
Editore: Springer Science and Business Media LLC
DOI: 10.1038/S41598-025-33318-7

Open Soil Spectral Library (OSSL): Building reproducible soil calibration models through open development and community engagement

Autori: José L. Safanelli, Tomislav Hengl, Leandro L. Parente, Robert Minarik, Dellena E. Bloom, Katherine Todd-Brown, Asa Gholizadeh, Wanderson de Sousa Mendes, Jonathan Sanderman
Pubblicato in: PLOS ONE, Numero 20, 2025, ISSN 1932-6203
Editore: Public Library of Science (PLoS)
DOI: 10.1371/JOURNAL.PONE.0296545

A global analysis of the influence of shallow and deep groundwater tables on relationships between environmental parameters and heatwaves

Autori: Anastasia Vogelbacher; Mehdi H. Afshar; Milad Aminzadeh; Kaveh Madani; Amir AghaKouchak; Nima Shokri
Pubblicato in: Environmental Research, 2026, ISSN 1096-0953
Editore: Elsevier BV
DOI: 10.1016/J.ENVRES.2025.123354

Advancing nature‐based solutions through enhanced soil health monitoring in the United Kingdom

Autori: Giuliani, LM; Warner, E; Campbell, GA; Lynch, J; Smith, AC; Smith, P
Pubblicato in: Soil Use and Management, 2024, ISSN 1475-2743
Editore: British Society of Soil Science
DOI: 10.1111/SUM.13164

Predicting Soil Properties Using Spectral Subsets of <scp>LUCAS</scp> Visible Near‐Infrared Spectroscopy Data

Autori: Fatemeh Hateffard, Thomas Gumbricht, Theodor Ranhem, Timo Breure, Panos Panagos, Gustaf Hugelius
Pubblicato in: European Journal of Soil Science, Numero 76, 2025, ISSN 1351-0754
Editore: Wiley
DOI: 10.1111/EJSS.70242

Soil bulk density and porosity connecting macro- and micro-scales through geometry.

Autori: D.A. Robinson, S.P. Friedman, A. Thomas, D. Hirmas, P.L. Sullivan, A. Nemes
Pubblicato in: Earth-Science Reviews, Numero 268, 2025, ISSN 0012-8252
Editore: Elsevier BV
DOI: 10.1016/J.EARSCIREV.2025.105173

The effects of land use on soil carbon stocks in the UK

Autori: Levy, Peter; Bentley, Laura; Danks, Peter; Emmett, Bridget; Garbutt, Angus; Heming, Stephen; Henrys, Peter; Keith, Aidan; Lebron, Inma; McNamara, Niall; Pywell, Richard; Redhead, John; Robinson, David; Wickenden, Alexander
Pubblicato in: Biogeosciences, 2024, ISSN 1726-4189
Editore: EGU
DOI: 10.5194/BG-21-4301-2024

Soil Erosion as a Driver of Eutrophication: An Analysis of European Lakes Using Sentinel‐2 Satellite Data

Autori: Surya Gupta; Simon Scheper; Pasquale Borrelli; Panos Panagos; Christine Alewell
Pubblicato in: Global Change Biology, 2025, ISSN 1365-2486
Editore: Wiley
DOI: 10.1111/GCB.70494

Soil bulk density assessment in Europe

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

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

Autori: 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
Pubblicato in: International Soil and Water Conservation Research, 2023, ISSN 2095-6339
Editore: 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

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

Physics‐Informed Neural Networks for Estimating a Continuous Form of the Soil Water Retention Curve From Basic Soil Properties

Autori: Sarem Norouzi, Charles Pesch, Emmanuel Arthur, Trine Norgaard, Per Moldrup, Mogens H. Greve, Amélie M. Beucher, Morteza Sadeghi, Marzieh Zaresourmanabad, Markus Tuller, Bo V. Iversen, Lis W. de Jonge
Pubblicato in: Water Resources Research, Numero 61, 2025, ISSN 0043-1397
Editore: American Geophysical Union (AGU)
DOI: 10.1029/2024WR038149

Mining soil data of Switzerland: New maps for soil texture, soil organic carbon, nitrogen, and phosphorus

Autori: Surya Gupta, Julia Kim Hasler, Christine Alewell
Pubblicato in: Geoderma Regional, Numero 36, 2025, ISSN 2352-0094
Editore: Elsevier BV
DOI: 10.1016/J.GEODRS.2023.E00747

Dynamic assessment of rainfall erosivity in Europe: evaluation of EURADCLIM ground-radar data

Autori: Francis Matthews; Pasquale Borrelli; Panos Panagos; Nejc Bezak
Pubblicato in: Hydrology and Earthy System Sciences, 2025, ISSN 1607-7938
Editore: EGU
DOI: 10.5194/HESS-2024-402

Spatiotemporal prediction of soil organic carbon density in Europe (2000–2022) using earth observation and machine learning

Autori: Xuemeng Tian, Sytze de Bruin, Rolf Simoes, Mustafa Serkan Isik, Robert Minarik, Yu-Feng Ho, Murat Şahin, Martin Herold, Davide Consoli, Tomislav Hengl
Pubblicato in: PeerJ, Numero 13, 2025, ISSN 2167-8359
Editore: PeerJ
DOI: 10.7717/PEERJ.19605

OpenLandMap-soildb: global soil information at 30 m spatial resolution for 2000–2022+ based on spatiotemporal Machine Learning and harmonized legacy soil samples and observations

Autori: Tomislav Hengl; Davide Consoli; Xuemeng Tian; Travis W. Nauman; Madlene Nussbaum; Mustafa Serkan Isik; Leandro Parente; Yu-Feng Ho; Rolf Simoes; Surya Gupta; Alessandro Samuel-Rosa; Taciara Zborowski Horst; José Lucas Safanelli; Nancy Harris
Pubblicato in: Earth System Science Data, 2025, ISSN 1866-3516
Editore: EGU
DOI: 10.5194/ESSD-2025-336

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

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

Multi‐Scale Soil Salinization Dynamics From Global to Pore Scale: A Review

Autori: Nima Shokri, Amirhossein Hassani, Muhammad Sahimi
Pubblicato in: Reviews of Geophysics, Numero 62, 2025, ISSN 8755-1209
Editore: American Geophysical Union (AGU)
DOI: 10.1029/2023RG000804

Soil Organic Carbon Changes in Agricultural Areas of Europe—Synthesis of Repeated Regional Soil Surveys

Autori: Laura Sofie Harbo; Evelin Pihlap; Gabriela Barančíková; Axel Don; Florian Schneider; Christopher Poeplau
Pubblicato in: European Journal of Soil Science, 2026, ISSN 1365-2389
Editore: Wiley
DOI: 10.1111/EJSS.70263

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

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

The dynamics of soil health

Autori: Thomas Gumbricht, Sonia Meller
Pubblicato in: Open Access Government, Numero 44, 2024, ISSN 2516-3817
Editore: Adjacent Digital Politics Ltd
DOI: 10.56367/OAG-044-11173

Continental Scale Soil Monitoring: A Proposed Multi‐Scale Framing of Soil Quality

Autori: Grant A. Campbell, Pete Smith, Nils Broothaerts, Panos Panagos, Arwyn Jones, Cristiano Ballabio, Daniele De Rosa, Lis Wollesen de Jonge, Emmanuel Arthur, Lucas Gomes, Nima Shokri, Mehdi Afshar, Gergely Tóth, Peter Lehmann, Pasquale Borrelli, Christine Alewell, Robert Minarik, Tomislav Hengl, Ichsani Wheeler, Lindsay Maskell, Madlene Nussbaum, Laurence Jones, Christopher J. Feeney, David A. Robinson
Pubblicato in: European Journal of Soil Science, Numero 76, 2025, ISSN 1351-0754
Editore: Wiley
DOI: 10.1111/EJSS.70174

Developing a robust soil health indicator selection framework

Autori: Grant Campbell, David Robinson, Pete Smith, Lis Wollesen de Jonge, Trine Nørgaard
Pubblicato in: Open Access Government, Numero 43, 2024, ISSN 2516-3817
Editore: Adjacent Digital Politics Ltd
DOI: 10.56367/OAG-043-11173

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

Autori: Surya Gupta, Pasquale Borrelli, Panos Panagos, Christine Alewell
Pubblicato in: Science of The Total Environment, 2024, ISSN 1879-1026
Editore: Elsevier
DOI: 10.1016/j.scitotenv.2023.168249

Temperate Soils Exposed to Drought—Key Processes, Impacts, Indicators, and Unknowns

Autori: Reinsch, Sabine; Robinson, David A.; van Soest, Maud A.J.; Keith, Aidan M.; Parry, Simon; Tye, Andrew M.
Pubblicato in: Land, 2024, ISSN 2073-445X
Editore: MDPI
DOI: 10.3390/LAND13111759

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

Autori: Amirhossein Hassani; Pete Smith; Nima Shokri
Pubblicato in: PNAS, 2024, ISSN 0027-8424
Editore: PNAS
DOI: 10.1073/pnas.2317332121

Four approaches to setting soil health targets and thresholds in agricultural soils

Autori: Amanda Matson, Maria Fantappiè, Grant A. Campbell, Jorge F. Miranda-Vélez, Jack H. Faber, Lucas Carvalho Gomes, Rudi Hessel, Marcos Lana, Stefano Mocali, Pete Smith, David A. Robinson, Antonio Bispo, Fenny van Egmond, Saskia Keesstra, Nicolas P.A. Saby, Bozena Smreczak, Claire Froger, Azamat Suleymanov, Claire Chenu
Pubblicato in: Journal of Environmental Management, Numero 371, 2025, ISSN 0301-4797
Editore: Elsevier BV
DOI: 10.1016/J.JENVMAN.2024.123141

Five decades' experience of long‐term soil monitoring, and key design principles, to assist the <scp>EU</scp> soil health mission

Autori: Robinson, David A.; Bentley, Laura; Jones, Laurence; Feeney, Chris; Garbutt, Angus; Tandy, Susan; Robinson, Inma; Thomas, Amy; Reinsch, Sabine; Norton, Lisa; Maskell, Lindsay; Wood, Claire; Henrys, Pete; Jarvis, Susan; Smart, Simon; Keith, Aidan; Seaton, Fiona; Skates, James; Higgins, Suzanne; Giuffrè, Giovanna; Emmett, Bridget A.
Pubblicato in: European Journal of Soil Science, 2024, ISSN 1365-2389
Editore: British Society of Soil Science
DOI: 10.1111/EJSS.13570

Forest Topsoil Organic Carbon Declines Under Ash Dieback

Autori: Seaton, Fiona M.; Robinson, David A.; Wood, Claire M.; Benskin, Clare M.H.; Rowe, Rebecca L.; Hornigold, Karen; Kirby, Keith J.; Nichols, Chris; Smart, Simon M.
Pubblicato in: Global Change Biology, 2025, ISSN 1365-2486
Editore: Wiley
DOI: 10.1111/GCB.70430

Topsoil porosity prediction across habitats at large scales using environmental variables

Autori: Thomas, A., F. Seaton, E. Dhiedt, B.J. Cosby, C. Feeney, I. Lebron, L. Maskell, C. Wood, S. Reinsch, B.A. Emmett, D.A. Robinson
Pubblicato in: STOTEN, ISSN 1879-1026
Editore: Elsevier
DOI: 10.1016/J.SCITOTENV.2024.171158

Patterns and thresholds for soil pH across Europe in relation to soil health and degradation

Autori: Inma Lebron, Christopher J. Feeney, Sabine Reinsch, Nima Shokri, Mehdi H. Afshar, Steve Lofts, Rob Griffiths, David Fidler, Briony Jones, Panos Panagos, Kasia Sawicka, Aidan M. Keith, Fiona Seaton, David A. Robinson
Pubblicato in: CATENA, Numero 260, 2025, ISSN 0341-8162
Editore: Elsevier BV
DOI: 10.1016/J.CATENA.2025.109454

An integrated approach to above- and below-ground ecological monitoring for nature-based solutions

Autori: Warner, EW; Giuliani, LM; Campbell, GA; Smith, P; Seddon, N; Seddon, D; Smith, AC
Pubblicato in: Ecological Solutions and Evidence, 2025, ISSN 2688-8319
Editore: Wiley
DOI: 10.1002/2688-8319.70043

Light use efficiency (LUE) based bimonthly gross primary productivity (GPP) for global grasslands at 30 m spatial resolution (2000–2022)

Autori: Mustafa Serkan Isik, Leandro Parente, Davide Consoli, Lindsey Sloat, Vinicius Vieira Mesquita, Laerte Guimaraes Ferreira, Simone Sabbatini, Radost Stanimirova, Nathalia Monteiro Teles, Nathaniel Robinson, Ciniro Costa Junior, Tomislav Hengl
Pubblicato in: PeerJ, Numero 13, 2025, ISSN 2167-8359
Editore: PeerJ
DOI: 10.21203/RS.3.RS-5587863/V2

Negative correlation between soil salinity and soil organic carbon variability

Autori: Amirhossein Hassani, Pete Smith, Nima Shokri
Pubblicato in: Proceedings of the National Academy of Sciences, Numero 121, 2024, ISSN 0027-8424
Editore: Proceedings of the National Academy of Sciences
DOI: 10.1073/PNAS.2317332121

First Signs That National Cropland Organic Carbon Loss Is Reversing in British Topsoils

Autori: Bentley, L.; Thomas, A.; Garbutt, A.; Williams, B.; Reinsch, S.; Lebron, I.; Brentegani, M.; Keenan, P.; Wood, C.; Smart, S.M.; Henrys, P.A.; Cosby, B.J.; Emmett, B.A.; Robinson, D.A.
Pubblicato in: European Journal of Soil Science, 2025, ISSN 1365-2389
Editore: Wiley
DOI: 10.1111/EJSS.70131

Soil type (World Reference Base) map of Europe based on Ensemble Machine Learning and multiscale EO data

Autori: Robert Minarik; Tomislav Hengl; Rolf Simoes; Mustafa Serkan Isik; Yu-Feng Ho; Xuemeng Tian
Pubblicato in: Research Square, 2024, ISSN 2693-5015
Editore: Research Square Company
DOI: 10.21203/RS.3.RS-5244083/V1

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

Autori: Norouzi, S., M. Sadeghi, M. Tuller, H. Ebrahimian, A. Liaghat, S.B. Jones, and L.W. de Jonge.
Pubblicato in: Journal of Hydrology, 2023, ISSN 0022-1694
Editore: 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

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

Integrated above‐ and below‐ground ecological monitoring for nature‐based solutions

Autori: Emily Warner, Licida M. Giuliani, Grant A. Campbell, Pete Smith, Nathalie Seddon, Dan Seddon, Alison C. Smith
Pubblicato in: Ecological Solutions and Evidence, Numero 6, 2025, ISSN 2688-8319
Editore: Wiley
DOI: 10.1002/2688-8319.70043

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

Autori: Tara Ippolito, Juraj Balkovic, Rastislav Skalsky, Christian Folberth, Tamas Krisztin, Jason Neff
Pubblicato in: Journal of Environmental Management, 2023, ISSN 0301-4797
Editore: Elsevier
DOI: 10.1016/j.jenvman.2023.118532

Impacts of Climate Change Interventions on Biodiversity, Water, the Food System and Human Health and Well‐Being

Autori: Smith, Pete; Singh, Pramod K.; Ballal, Vedant P.; Cherubini, Francesco; Díaz‐José, Julio; Duchková, Helena; Gupta, Himangana; Hori, Masakazu; Ito, Akihiko; Khan, Shabana; Llope, Marcos; Tirado, Maria Cristina; Tourinho, Luara; Vale, Mariana M.; Xu, Xiyan; Chudasama, Harpalsinh; Eriksen, Siri H.; Mason‐D'Croz, Daniel; Phang, Sui Chian; Srivastava, Yash; van Huysen, Tiff L.; Ricketts, Taylor; Herrero, Mario; Harrison, Paula A.; McElwee, Pamela D.
Pubblicato in: Global Change Biology, 2025, ISSN 1365-2486
Editore: Wiley
DOI: 10.1111/GCB.70444

Prediction of hysteretic matric potential dynamics using artificial intelligence: application of autoencoder neural networks

Autori: Nedal Aqel, Lea Reusser, Stephan Margreth, Andrea Carminati, Peter Lehmann
Pubblicato in: Geoscientific Model Development, Numero 17, 2025, ISSN 1991-9603
Editore: Copernicus GmbH
DOI: 10.5194/GMD-17-6949-2024

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

Autori: 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
Pubblicato in: Vadose Zone Journal, Numero 23, 2024, ISSN 1539-1663
Editore: Wiley
DOI: 10.1002/vzj2.20300

Tracking the Dynamics and Uncertainties of Soil Organic Carbon in Agricultural Soils Based on a Novel Robust Meta-Model Framework Using Multisource Data

Autori: Tatiana Ermolieva, Petr Havlik, Andrey Lessa-Derci-Augustynczik, Stefan Frank, Juraj Balkovic, Rastislav Skalsky, Andre Deppermann, Mahdi (Andrè) Nakhavali, Nadejda Komendantova, Taher Kahil, Gang Wang, Christian Folberth, Pavel S. Knopov
Pubblicato in: Sustainability, Numero 16, 2025, ISSN 2071-1050
Editore: MDPI AG
DOI: 10.3390/SU16166849

A 1 billion euro mission: A Soil Deal for Europe

Autori: Panos Panagos, Pasquale Borrelli, Arwyn Jones, David A. Robinson
Pubblicato in: European Journal of Soil Science, 2024, ISSN 1365-2389
Editore: Wiley
DOI: 10.1111/ejss.13466

Novel, laboratory-independent device to measure extracellular enzymatic activity in soils

Autori: Fetzer, Jasmin; Meller, Sonia; Iven, Hélène; Baur, Denise; Rivera, Paula García; Meller, Alan; Luster, Jörg
Pubblicato in: Frontiers in Environmental Science, 2025, ISSN 2296-665X
Editore: Frontiers
DOI: 10.2139/SSRN.5122815

Rethinking Global Soil Degradation: Drivers, Impacts, and Solutions

Autori: Nima Shokri, David A. Robinson, Mehdi Afshar, Christine Alewell, Milad Aminzadeh, Emmanuel Arthur, Nils Broothaerts, Grant A. Campbell, Lina Eklund, Surya Gupta, Richard Harper, Amirhossein Hassani, Cathy Hohenegger, Thomas Keller, Maximilian Kiener, Inma Lebron, Kaveh Madani, Tshilidzi Marwala, Francis Matthews, Per Moldrup, Attila Nemes, Panos Panagos, Remus Prăvălie, Matthias C. Rillig, Philipp Saggau, Salome M. S. Shokri‐Kuehni, Pete Smith, Amy Thomas, Lis Wollesen de Jonge, Dani Or
Pubblicato in: Reviews of Geophysics, Numero 63, 2025, ISSN 8755-1209
Editore: American Geophysical Union (AGU)
DOI: 10.1029/2025RG000883

Sustainability Nexus AID: soil health

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DOI: 10.5194/EGUSPHERE-EGU24-18844

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DOI: 10.1109/IGARSS52108.2023.10282263

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