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

cordis:101086179

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

Entity type · ProjectPublic dossier · indexable12 Nov 2026, 10:00

Identity extends only as far as the published stable identifier or explicit mapping. Similar names are not merged. Missing links mean not observed in the bounded sources—not absent in reality.

identity ≠ name similarity · edge ≠ causality

58direct evidenced connections

58exact-identifier edges

59referenced source snapshots

8published attributes

ONE-HOP EVIDENCE

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The relation label and evidence class describe the entire claim. Open the source record before drawing a broader conclusion.

Exact identifieredge:project-output:101086179:03da9e92e2d76b905db4e94b

Relationshiphas an observed research output

Research outputAssessing soil health quantitatively at European scale considering soil genesis

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:059443e2ebac6e5a223e273d

Relationshiphas an observed research output

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

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:08990a55d6e8acd00d47894d

Relationshiphas an observed research output

Research outputSoil structure and pH shape prokaryotic communities in lowland soils across Denmark

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:0ae297d1145b046e2c76eef9

Relationshiphas an observed research output

Research outputIntegrated above‐ and below‐ground ecological monitoring for nature‐based solutions

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:171c553cb5160c5842da0894

Relationshiphas an observed research output

Research outputGlobal EC Flux Tower Bimonthly GPP Time Series from FluxNet2015, ICOS, AmeriFlux, OzFlux, and ChinaFlux for Product Validation

CORDIS project code

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Exact identifieredge:project-output:101086179:17883e6c06f404b982c93e55

Relationshiphas an observed research output

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

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:1c06b74831adfcad121b8df2

Relationshiphas an observed research output

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

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:26b0725b61014dc85b948e24

Relationshiphas an observed research output

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

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:28f3e0e8fe1833b9ef21e877

Relationshiphas an observed research output

Research outputRethinking Global Soil Degradation: Drivers, Impacts, and Solutions

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:297c267b33faeae666d4ebc4

Relationshiphas an observed research output

Research outputSustainability Nexus AID: soil health

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:2ce20e8f55cb0dc053e048b5

Relationshiphas an observed research output

Research outputMapping potential water repellency of Danish topsoil

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:354258e38080fad05967dcd6

Relationshiphas an observed research output

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

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:37350384410cf1f81ead19c6

Relationshiphas an observed research output

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

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:3c001bc167a92b66d80e50a9

Relationshiphas an observed research output

Research outputSoil type (World Reference Base) maps of Europe based on Ensemble Machine Learning and multiscale EO data

CORDIS project code

No additional excerpt published.

Open source ↗

Exact identifieredge:project-output:101086179:3ca5b7024acb75c7ee15721f

Relationshiphas an observed research output

Research outputRapidCrops: A pan-European label dataset for large-scale crop classification

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:40be73458d402d028697cfce

Relationshiphas an observed research output

Research outputGlobal Ensemble Digital Terrain Model (GEDTM30): a Tile Example of Local Enhanced Modeling via Transfer Learning

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:46b38aa3ab51ede2d6120750

Relationshiphas an observed research output

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

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:4e5e316c1e0e2902e4473194

Relationshiphas an observed research output

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

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:4fb32775aff4113f3abbfa26

Relationshiphas an observed research output

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

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:52f2cc05b350a81b8db4f0d8

Relationshiphas an observed research output

Research outputInput Dataset for Estimating Continuous Soil Water Retention Curves Using Physics-Informed Neural Networks

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:53167286635164a306900773

Relationshiphas an observed research output

Research outputSoil organic carbon and soil organic matter measurements across European habitats, including permafrost regions and global seagrass sediments

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:534809f24443469822168fda

Relationshiphas an observed research output

Research outputEarthyScience/EasyHybrid.jl: v0.1.7

CORDIS project code

No additional excerpt published.

Open source ↗

Exact identifieredge:project-output:101086179:542bb8dfc24025e6992563e6

Relationshiphas an observed research output

Research outputSpatiotemporal prediction of soil organic carbon density for Europe (2000--2022) in 3D+T based on Landsat-based spectral indices time-series

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:54749ff9a2495c2ffb3d85e3

Relationshiphas an observed research output

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

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:54f20af0cbf1c54152bf2993

Relationshiphas an observed research output

Research outputAn Open Compendium of Soil Datasets: Soil Observations and Measurements

CORDIS project code

No additional excerpt published.

Open source ↗

Exact identifieredge:project-output:101086179:5a74edc0a252c8fb7f4db091

Relationshiphas an observed research output

Research outputFour approaches to setting soil health targets and thresholds in agricultural soils

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:5cd699e053cca47cfcc3db2a

Relationshiphas an observed research output

Research outputSurface soil moisture for Europe 2014-2024 at 1 km annual and quarterly aggregates

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:63f5a43421c4551e92c08b22

Relationshiphas an observed research output

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

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:6471a8de31c936dcd6d8b77c

Relationshiphas an observed research output

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

CORDIS project code

No additional excerpt published.

Open source ↗

Exact identifieredge:project-output:101086179:6c6760255b982e93450c7c5e

Relationshiphas an observed research output

Research outputThe dynamics of soil health

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:6edf2c35e1e742616e3f75dd

Relationshiphas an observed research output

Research outputContinental Scale Soil Monitoring: A Proposed Multi‐Scale Framing of Soil Quality

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:718854af06e56b78fffb22e7

Relationshiphas an observed research output

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

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:778c8960ea595524ca574c58

Relationshiphas an observed research output

Research outputA Physics-Driven Spectroscopic Approach for Rapid Estimation of the Soil Water Retention Curve

CORDIS project code

No additional excerpt published.

Open source ↗

Exact identifieredge:project-output:101086179:7d7c7db63ee8e47b31c1a89c

Relationshiphas an observed research output

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

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:90f7e1e0a49b05dde2b0134d

Relationshiphas an observed research output

Research outputLight Use Efficiency (LUE) based bimonthly Gross Primary Productivity (GPP) for global grasslands at 30 m spatial resolution (2000-2022)

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:922f7c7aba4739f9326394ed

Relationshiphas an observed research output

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

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:939532dad19ee3b0f13d1380

Relationshiphas an observed research output

Research outputField-scale soil moisture dynamics predicted by deep learning

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:9ae56ec98b38b0f6f7c7444d

Relationshiphas an observed research output

Research outputDetecting the resilience of soil moisture dynamics to drought periods as function of soil type and climatic region

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:a1ded90440d962c2054fa1df

Relationshiphas an observed research output

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

CORDIS project code

No additional excerpt published.

Open source ↗

Exact identifieredge:project-output:101086179:a6e837b4645c055bc5fba53e

Relationshiphas an observed research output

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

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:a84af56589d5075276d3b5f3

Relationshiphas an observed research output

Research outputThe effects of land use on soil carbon stocks in the UK

CORDIS project code

No additional excerpt published.

Open source ↗

Exact identifieredge:project-output:101086179:ab86588cbb7e9787e0d6a841

Relationshiphas an observed research output

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

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:bf913a2605bebe2e7c2ec530

Relationshiphas an observed research output

Research outputGlobal Pasture Watch - Source Code of the Global Uncalibrated EO-based GPP and Grassland GPP Maps at 30m

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:c4a70545e371229da0ac723a

Relationshiphas an observed research output

Research outputSpatiotemporal prediction of soil organic carbon density (SOCD) for pan-Europe (2000-2022) in 3D+T

CORDIS project code

No additional excerpt published.

Open source ↗

Exact identifieredge:project-output:101086179:c6500ba15efc746efa6c337f

Relationshiphas an observed research output

Research outputBeyond the laboratory: performance and agreement of rapid methodologies for soil health assessment

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:ca5f8892c093fcf7bab57352

Relationshiphas an observed research output

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

CORDIS project code

No additional excerpt published.

Open source ↗

Exact identifieredge:project-output:101086179:d3495720a11b5fc863b0a8fe

Relationshiphas an observed research output

Research outputIntegrated above- and below-ground ecological monitoring for nature-based solutions

CORDIS project code

No additional excerpt published.

Open source ↗

Exact identifieredge:project-output:101086179:dc9c51603455065d08225404

Relationshiphas an observed research output

Research outputSoil Water Repellency in Natural and Semi‐Natural Habitats: A Nexus Between Abiotic Factors and Prokaryotic Communities

CORDIS project code

No additional excerpt published.

Open source ↗

Exact identifieredge:project-output:101086179:e6401537ed3518138a022f40

Relationshiphas an observed research output

Research outputSoil organic carbon and soil organic matter measurements across habitats from the UK and Spain

CORDIS project code

No additional excerpt published.

Open source ↗

Exact identifieredge:project-output:101086179:e6fced45359e0520cd9bbdc7

Relationshiphas an observed research output

Research outputDefining critical SOC/clay thresholds for soil health in boreal croplands using satellite-based NDVI proxies for productivity and resilience

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:e773a58b8f4388fd8cf21880

Relationshiphas an observed research output

Research outputForest Topsoil Organic Carbon Declines Under Ash Dieback

CORDIS project code

No additional excerpt published.

Open source ↗

Exact identifieredge:project-output:101086179:e80bd2d966a519819fde122e

Relationshiphas an observed research output

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

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101086179:e8d76ce38e8356c7c7e0071a

Relationshiphas an observed research output

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

CORDIS project code

No additional excerpt published.

Open source ↗

Exact identifieredge:project-output:101086179:f024004eb69b99a27f96ccd9

Relationshiphas an observed research output

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

CORDIS project code

No additional excerpt published.

Open source ↗

Exact identifierclaim:funding:101086179:955187713

Relationshipparticipates in

ActorPLANET LABS GERMANY GMBH

CORDIS project code and participant PIC

No additional excerpt published.

Open source ↗

Exact identifierclaim:funding:101086179:998427888

Relationshipparticipates in

ActorJOHANN HEINRICH VON THUENEN-INSTITUT, BUNDESFORSCHUNGSINSTITUT FUER LAENDLICHE RAEUME, WALD UND FISCHEREI

CORDIS project code and participant PIC

No additional excerpt published.

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Exact identifierclaim:funding:101086179:999838753

Relationshipparticipates in

ActorTECHNISCHE UNIVERSITAT HAMBURG

CORDIS project code and participant PIC

No additional excerpt published.

Open source ↗

Exact identifierclaim:funding:101086179:999990267

Relationshipparticipates in

ActorMAX-PLANCK-GESELLSCHAFT ZUR FORDERUNG DER WISSENSCHAFTEN EV

CORDIS project code and participant PIC

No additional excerpt published.

Open source ↗

PUBLISHED ATTRIBUTES

Fields retained with this identity

Attributes are descriptive source fields. They do not create cross-dataset identity unless an edge states that join explicitly.

Acronym: AI4SoilHealth
Code: 101086179
End Date: 2026-12-31
Framework Programme: HORIZON
Funding: Currency: EUR · German Net Eu Contribution Cents: 192336500 · Participant Edge Count: 4 · Status: linked
Knowledge Flow: Citing Country Count: 108 · Citing Institution Count: 1798 · Distinct Citing Work Count: 1150 · First Observed Citation Date: 2023-01-01 · Last Observed Citation Date: 2026-10-31 · Observed Citation Edge Count: 1278 · Status: full_input_observation
Research: Citation Data Output Count: 285 · Cited Output Count: 58 · First Publication Date: 2023-01-01 · Last Publication Date: 2026-03-13 · Open Access Output Count: 281 · Output Count: 285 · Status: linked · Total Citations: 748
Start Date: 2023-01-01

PROVENANCE

Inspect the source snapshots

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german-ai-innovation-pathcordis:101086179:participant:999990267 · cordis_project_code_and_participant_pic

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These tools cover related ground.

IndexPublic AI outcome ledgerFollow public AI funding from projects and organizations to reported outputs and citations. Every connection retains its evidence; patents and procurement appear only with exact identifier bridges.Provenance checkPublic-sector AI system passportSee which public records can be linked to each published government AI system through stable identifiers or exact source-declared repository URLs—with a source for every edge and visible evidence boundaries.IndexPublic AI actorsSearch organizations across funding, research, procurement, influence and infrastructure. Every role stays tied to its source; matching names are queued for review only.