期刊
EUROPEAN JOURNAL OF PLANT PATHOLOGY
卷 151, 期 2, 页码 501-514出版社
SPRINGER
DOI: 10.1007/s10658-017-1394-3
关键词
Fusarium langsethiae; Prediction model; Phenological windows; Spearman rank correlation coefficient
资金
- Research Council of Norway [173277/I10, 199412/I99]
- strategic institute program PlantStrength at NIBIO
- Norwegian Levy on Agricultural Products/Agricultural Agreement Research Fund
- Felleskjopet Agri
- Nordisk Korn/Fiska Molle
- Norgesfor/Strand Unikorn
- Bayer Crop Science
- Felleskjopet Rogaland og Agder
- Norgesmollene
- Braskereidfoss Kornsilo
- Flisa Molle og Kornsilo
- Norkorn
- Lantmannen Cerealia
- Nibio
High concentrations of the mycotoxins HT-2 and T-2 (HT2 + T2), primarily produced by Fusarium langsethiae, have occasionally been detected in Norwegian oat grains. In this study, we identified weather variables influencing accumulation of HT2 + T2 in Norwegian oat grains. Oat grain samples from farmers' fields were collected together with weather data (2004-2013). Spearman rank correlation coefficients were calculated between the HT2 + T2 contamination in oats at harvest and a range of weather summarisations within estimated phenological windows of growth stages in oats (tillering, flowering etc.). Furthermore, we developed a mathematical model to predict the risk of HT2 + T2 in oat grains. Our data show that adequate predictions of the risk of HT2 + T2 in oat grains at harvest can be achieved, based upon weather data observed during the growing season. Humid and cool conditions, in addition to moderate temperatures during booting, were associated with increased HT2 + T2 accumulation in harvested oat grains, whereas warm and humid weather during stem elongation and inflorescence emergence, or cool weather and absence of rain during booting reduced the risk of HT2 + T2 accumulation. Warm and humid weather immediately after flowering increased the risk, while moderate to warm temperatures and absence of rain during dough development, reduced the risk of HT2 + T2 accumulation in oat grains. Our data indicated that HT2 + T2 contamination in oats is influenced by weather conditions both pre- and post-flowering. These findings are in contrast with a previous study examining the risk of deoxynivalenol contamination in oat reporting that toxin accumulation was mostly influenced by weather conditions from flowering onwards.
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