NUTRIBUDGET - Optimisation of nutrient budget in agriculture. | NutriBudget | Projet | Résultats | HORIZON | CORDIS

Livrables

Report on the design of the Nutrimodel Framework and the results of running the baseline for nutrient and carbon flows using the Nutrimodels.

The report includes a spatial nutrient and carbon flow analysis of all relevant plant nutrients (N, P, K, S, Mg, Ca, Cu, Zn) and their interactions, including carbon flows for the baseline. These results are part of T2.1

Quantified measure-impact relationship of selected measures

A meta-analysis of field experimental data on agronomic measures to improve nutrient use efficiency and nutrient budgets on the indicators selected in WP3.

Report with selected critical KPI with their thresholds (T3.2)

Report with selected critical KPI with their thresholds, describing the current as well as desired status of farms regarding agronomic and environmental targets (T3.2)

Report on the desired state and a scientific paper on the current and the desired carbon and nutrient state of major European agricultural systems.

Report on the desired state and a scientific paper on the current and the desired carbon and nutrient state of major European agricultural systems. The report includes a procedure to estimate desired nutrient budgets given environmental and agronomic targets, machine learning modelling procedures for optimisation, and the results of T2.2.

Communication plan

A detailed communication plan including the creation of a visual identity, procedures and standards for the Nutribudget project’s communication

Quantified measure-impact relationship of selected measures - initial version

Quantified measure-impact relationship of selected measures – initial version [UGent, M18] (R, PU). A meta-analysis of field experimental data on agronomic measures to improve nutrient use efficiency and nutrient budgets on the indicators selected in WP3.

User stories from all user groups, at different scales and regions + functional specifications

This report will aim at identifying how the different user groups will interact with the tool, building user stories. A user story is a description of a software feature from an end-user perspective: in a nutshell, the user story describes the type of user, what they want and why. A user story helps to create a simplified description of a requirement (used in the Agile development methodology).

Report with overview of existing indicators used in national and European policies and market initiatives in relation to agronomic (e.g., yield, soil health) and environmental aims

Report with overview of existing indicators used in national and European policies and market initiatives in relation to agronomic (e.g., yield, soil health) and environmental aims (e.g, emissions to air and water), evaluating their usefulness on field, farm, regional and national scale given the aim that these indicators monitor the actual progress of farms to achieve the desired status for carbon and nutrient budgets.

Report and github-repo with algorithms for derivation of KPI from sensing data (T3.3)

Report and github-repo with algorithms for derivation of KPI from sensing data (T3.3), allowing other WPs to make use of the developed spatial explicit indicators for application on-farm level across EU

Dissemination and exploitation plan

A detailed dissemination and exploitation plan including the identification, analysis and segmentation of the target audience for dissemination together with communication measures.

System requirements

This report will aim at identifying DST system requirements, notably in terms of security, scalability, performance and redundancy, in order to take them into consideration in the prototype development.

Architecture blueprints and interface wireframes

This report will provide at top-level architectural blueprint of the DST platform and its associated services, following the principles of modularity, reusability and scalability. This report will also include the user interface wireframes on which the user-facing elements will be based. The architectural blueprint & interface wireframes will define and describe privacy & security arrangements, infrastructure, workload orchestration, (micro) services, storage, standardized data flows to and from simulation models, APIs & gateways and user interfaces.

Initial report on the design of the Nutrimodel Framework and the results of running the baseline for nutrient and carbon flows using the Nutrimodels

The report includes a spatial nutrient and carbon flow analysis of all relevant plant nutrients (N, P, K, S, Mg, Ca, Cu, Zn) and their interactions, including carbon flows for the baseline. These results are part of T2.1.

Publishing the second Nutrimodel

Publishing the second Nutrimodel, the MITERRA-Farm model, including details on the different farm models used to run the ensemble modelling procedure as part of T2.1

Publishing the first Nutrimodel

Publishing the first Nutrimodel, the advanced and integrated MITERRA-Europe model, including the downscaling modelling procedures and all developments that were made to make the model fit into the NutriBudget framework as part of T2.1

Algorithms quantifying impacts of measures via field based indicators from satellite derived indices - initial version

Algorithms quantifying impacts of measures via field based indicators from satellite derived indices (e.g. compaction, yield (stress), timing agronomic events, runoff risks, etc) spatial are modelled, and the code is shared via github and made available via an API for further use – initial version

Algorithms quantifying impacts of measures via field based indicators from satellite derived indices

Algorithms quantifying impacts of measures via field based indicators from satellite derived indices (e.g. compaction, yield (stress), timing agronomic events, runoff risks, etc) spatial are modelled, and the code is shared via github and made available via an API for further use.

Data/measurement matrix

This deliverable able to describes qualitatively and quantitatively the effect of the available farm-practices and agronomic measures and the data gaps still to be collected/validated

Publications

Mitigating nutrient losses in Europe: Synergistic solutions for air and water pollution by 2050

Auteurs: Aslıhan Ural-Janssen, Erik Meers, Gerard H. Ros, Ruben Vingerhoets, Maryna Strokal
Publié dans: Resources, Conservation and Recycling, Numéro 222, 2025, ISSN 0921-3449
Éditeur: Elsevier BV
DOI: 10.1016/J.RESCONREC.2025.108472

Phytate degradation and pre-cecal phosphorus digestibility of raw vs. crimped-ensiled faba beans (Vicia faba L.) fed to broiler chickens

Auteurs: Letícia Soares, Heidi Högel, Liisa Keto, Marcia Franco, Marketta Rinne, Markus Rodehutscord, Gabriel da Silva Viana
Publié dans: Poultry Science, Numéro 105, 2026, ISSN 0032-5791
Éditeur: Elsevier BV
DOI: 10.1016/J.PSJ.2025.106157

Large reductions in nutrient losses needed to avoid future coastal eutrophication across Europe

Auteurs: Aslıhan Ural-Janssen, Carolien Kroeze, Erik Meers, Maryna Strokal
Publié dans: Marine Environmental Research, Numéro 197, 2024, ISSN 0141-1136
Éditeur: Elsevier BV
DOI: 10.1016/J.MARENVRES.2024.106446

A Pilot-Scale Evaluation of Duckweed Cultivation for Pig Manure Treatment and Feed Production

Auteurs: Marie Lambert, Reindert Devlamynck, Marcella Fernandes de Souza, Pieter Vermeir, Katleen Raes, Mia Eeckhout, Erik Meers
Publié dans: Plants, Numéro 14, 2025, ISSN 2223-7747
Éditeur: MDPI AG
DOI: 10.5281/ZENODO.17896657

Evaluation of the tolerance of duckweed (Lemnaceae) to abiotic stress factors associated with nutrient recycling systems via multispectral imaging

Auteurs: Lukas Audenaert, Marcella Fernandes de Souza, Noémie De Zutter, Diederik P.L. Rousseau, Erik Meers
Publié dans: Plant Stress, Numéro 19, 2026, ISSN 2667-064X
Éditeur: Elsevier BV
DOI: 10.1016/J.STRESS.2025.101198

NUTRIBUDGET - Optimisation of nutrient budget in agriculture.

Livrables

Publications

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