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DOI10.1371/journal.pone.0218956
Climate change impacts on aflatoxin B-1 in maize and aflatoxin M-1 in milk: A case study of maize grown in Eastern Europe and imported to the Netherlands
Van der Fels-Klerx, H. J.; Vermeulen, L. C.; Gavai, A. K.; Liu, C.
发表日期2019
ISSN1932-6203
卷号14期号:6
英文摘要

Various models and datasets related to aflatoxins in the maize and dairy production chain have been developed and used but they have not yet been linked with each other. This study aimed to investigate the impacts of climate change on aflatoxin B-1 production in maize and its consequences on aflatoxin M-1 contamination in dairy cow's milk, using a full chain modelling approach. To this end, available models and input data were chained together in a modelling framework. As a case study, we focused on maize grown in Eastern Europe and imported to the Netherlands to be fed-as part of dairy cows' compound feed-to dairy cows in the Netherlands. Three different climate models, one aflatoxin B-1 prediction model and five different carryover models were used. For this particular case study of East European maize, most of the calculations suggest an increase (up to 50%) of maximum mean aflatoxin M1 in milk by 2030, except for one climate (DMI) model suggesting a decrease. Results from all combinations of carryover and climate models suggest a similar or slight increase (up to 0.6%) of the chance of finding aflatoxin M-1 in milk above the EC limit of 0.05 mu g/kg by 2030. Results varied mainly with the climate model data and carryover model considered. The model framework infrastructure is flexible so that forecasting models for other mycotoxins or other food safety hazards as well as other production chains, together with necessary input databases, can easily be included as well. This modelling framework for the first time links datasets and models related to aflatoxin B-1 in maize and related aflatoxin M-1 the dairy production chain to obtain a unique predictive methodology based on Monte Carlo simulation. Such an integrated approach with scenario analysis provides possibilities for policy makers and risk managers to study the effects of changes in the beginning of the chain on the end product.


WOS研究方向Science & Technology - Other Topics
来源期刊PLOS ONE
文献类型期刊论文
条目标识符http://gcip.llas.ac.cn/handle/2XKMVOVA/99313
作者单位Wageningen Univ & Res, Wageningen Food Safety Res, Wageningen, Netherlands
推荐引用方式
GB/T 7714
Van der Fels-Klerx, H. J.,Vermeulen, L. C.,Gavai, A. K.,et al. Climate change impacts on aflatoxin B-1 in maize and aflatoxin M-1 in milk: A case study of maize grown in Eastern Europe and imported to the Netherlands[J],2019,14(6).
APA Van der Fels-Klerx, H. J.,Vermeulen, L. C.,Gavai, A. K.,&Liu, C..(2019).Climate change impacts on aflatoxin B-1 in maize and aflatoxin M-1 in milk: A case study of maize grown in Eastern Europe and imported to the Netherlands.PLOS ONE,14(6).
MLA Van der Fels-Klerx, H. J.,et al."Climate change impacts on aflatoxin B-1 in maize and aflatoxin M-1 in milk: A case study of maize grown in Eastern Europe and imported to the Netherlands".PLOS ONE 14.6(2019).
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