2012
DOI: 10.1002/jsfa.5551
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The influence of local factors on the prediction of fumonisin contamination in maize

Abstract: This is the first time that an artificial neural network has been used to predict fumonisin accumulation in maize: the prediction has been shown to have the potential for the development of a new approach for the rapid cataloging of grain lots.

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Cited by 25 publications
(32 citation statements)
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References 23 publications
(34 reference statements)
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“…As reported by several authors, causal agents of FER include Fusarium species belonging to FFSC that are considered weak pathogens of maize but are also able to produce mycotoxins (Jardine & Leslie, ). Although the spread and severity of FER is usually low to moderate in northern Italy, due to differences in virulence of FFSC populations, fumonisin contamination of kernels can be very high (Berardo et al ., ; Torelli et al ., ).…”
Section: Discussionmentioning
confidence: 97%
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“…As reported by several authors, causal agents of FER include Fusarium species belonging to FFSC that are considered weak pathogens of maize but are also able to produce mycotoxins (Jardine & Leslie, ). Although the spread and severity of FER is usually low to moderate in northern Italy, due to differences in virulence of FFSC populations, fumonisin contamination of kernels can be very high (Berardo et al ., ; Torelli et al ., ).…”
Section: Discussionmentioning
confidence: 97%
“…Fumonisin B 1 contamination in maize grain is of concern because of its causal role in equine leukoencephalomalacia, porcine pulmonary oedema, liver and renal carcinogenicity in laboratory rodents and possibly even human carcinogenicity (Shephard et al ., ). Differences in levels of fumonisin B 1 detected in northern Italian‐grown maize can be due to several factors such as weather variables and specific cultural practices (Torelli et al ., ).…”
Section: Introductionmentioning
confidence: 97%
“…high temperature during flowering) has been acknowledged, environmental and agricultural conditions may had different effects on F. verticillioides infection and fumonisin contamination in different crop areas depending on many other environmental conditions (local weather, insect species and pressure, amount of inoculum in the environment, geographical location, etc.) (Battilani et al, 2008;Maiorano et al, 2009a;Schjøth et al, 2009;Torelli et al, 2012). Therefore, recommended guidelines to reduce fumonisin contamination could be effective in a general way but might not have the same importance in all the environments.…”
Section: Introductionmentioning
confidence: 99%
“…Numerous studies have confirmed the presence of fumonisins in plant material contaminated with their producers, vast majority was focused on maize [16,17,18,19]. However, rice and sorghum are also often infected with Fusaria belonging to the Gibberella fujikuroi species complex: F. fujikuroi , F. proliferatum , F. verticillioides and F. andiyazi [20,21].…”
Section: Introductionmentioning
confidence: 99%