Predicting Pre-planting Risk of Stagonospora nodorum blotch in Winter Wheat Using Machine Learning Models

Predicting Pre-planting Risk of Stagonospora nodorum blotch in Winter Wheat Using Machine Learning Models

Pre-planting factors have been associated with the late-season severity of Stagonospora nodorum blotch (SNB), caused by the fungal pathogen Parastagonospora nodorum, in winter wheat (Triticum aestivum). The relative importance of these factors in the risk of SNB has not been determined and this know...

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Bibliographic Details
Main Authors: Lucky eMehra, Christina eCowger, Kevin eGross, Peter eOjiambo
Format: Article
Language:English
Published: Frontiers Media S.A. 2016-03-01
Series:Frontiers in Plant Science
Subjects:
machine learning
wheat
random forest
variable importance
Disease risk
Stagonospora nodorum blotch
Online Access:http://journal.frontiersin.org/Journal/10.3389/fpls.2016.00390/full

Internet

http://journal.frontiersin.org/Journal/10.3389/fpls.2016.00390/full

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