Lenartowicz, TomaszBujak, HenrykPrzystalski, MarcinMashevska, InnaNowosad, KamilaJończyk, KrzysztofFeledyn-Szewczyk, Beata2024-05-222024-05-222024Agriculture, 2024, Vol. 14, 7892077-047210.3390/agriculture14050789https://bc.iung.pl/handle/123456789/1230Leaf rust and net blotch are two important fungal diseases of barley. Leaf rust is the most important rust disease of barley, whereas net blotch can result in significant yield losses and cause the deterioration of crop quality. The best and the most environmentally friendly method to control diseases is to cultivate resistant varieties. The aim of the current study was to identify barley varieties with an improved resistance to leaf rust and net blotch in Polish organic postregistration trials conducted in the years 2020–2022. For this purpose, the cumulative link mixed model with several variance components was applied to model resistance to leaf rust and net blotch. It was found that the reference variety Radek was the most resistant to leaf rust, whereas variety Avatar outperformed the reference variety in terms of resistance to net blotch, although the difference between the two varieties was non-significant. In the present study, the use of the cumulative link mixed model framework made it possible to calculate cumulative probabilities or the probability of a given score for each variety and disease, which might be useful for plant breeders and crop experts. Both, the method of analysis and resistant varieties may be used in the breeding process to derive new resistant varieties suitable for the organic farming system.enleaf rustnet blotchbarley organic trialsordinal datacumulative link mixed modelArticle