Contamination of Durum Wheat by Cadmium : Lessons from the Field
Notice bibliographique
Résumé
Contamination of food crops by cadmium (Cd) is a major concern, particularly for durum wheat, which is widely consumed and which accumulates this toxic metal to a greater extent than bread wheat. Following the assessment of the risks to human health related to the presence of cadmium in foodstuffs, the European Commission intended to reduce the maximum content of Cd in wheat from 0.2 to 0.1 mg/kg grain. France is in the top 5 of European countries for the production of durum wheat and the project of a lower regulation limit for Cd stressed the urgent need i) to characterize the risk that harvests could exceed the new limit, ii) to identify, in the field, the major factors controlling the level of contamination. For that purpose, a specific project 'Cadur' was conducted between 2011 and 2014 in France. Samples of grains were collected in 2011, 2012 and 2013 among farmers of the different areas of production. The median value of Cd in durum wheat grain was 0.07 mg/kg with less than 5% of samples above the 0.2 mg/kg limit but 25% above 0.1 mg/kg (n=244). However, there were strong variations depending on the geographical areas and for some of them, up to 60% of the samples exceeded 0.1 mg Cd /kg. In order to understand the source of these variations, trials crossing cultivars and the areas of production were investigated. The cultivars were estimated to be responsible of 10-25% of the variation of the grain Cd concentration against 60-70% for the location of the culture. The effect of the location was mainly due to the concentration of Cd in the soil and to the soil pH. A statistical model with these two explanatory variables was able to explain 57% of the variability of the Cd concentration in the grains. Some of the durum wheat cultivars commonly grown in France were assessed with respect to their ability to accumulate Cd. It was found that the high:low ratio for the Cd content in grains was around 1.5 when cultivars were grown on the same soils. Contrary to Canadian cultivars, in France, no specific genetic selection has yet been performed to lower the contamination by Cd. Nitrogen fertilization was shown to have a significant effect, both by the dose and by the timing of application, presumably by modifying the mobility of Cd in the soil. Increasing N supply from 200 to 250 kg N/ha increased the Cd in grains by 20% and by 25% if the total N reached 300 kg N/ha. However, if the additional N was applied as two applications including a late one instead of a single dose, the increase in the grain contamination was not significant for a total of 250 kg N/ha. These studies confirm that both the soil conditions (Cd content, pH) and the cultivars are key points for controlling the contamination of durum wheat by Cd. French cultivars have the potential to be genetically selected to improve their ability to exclude Cd from the grain. They also have to be carefully chosen depending on the local bioavailability of Cd in soil, which can be in part, managed by controlling the pH and the nitrogen fertilisation. Funded by the projects 'Cadur', Arvalis-Inra and ANR-15-CE21-0001-04 'Cadon'
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,002 | 0,002 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,000 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,001 | 0,001 |
| Communication savante | 0,001 | 0,001 |
| Science ouverte | 0,001 | 0,001 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,002 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».