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. 2019 Jul 18;10:809. doi: 10.3389/fpls.2019.00809

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Copyright © 2019 Zhang, Jin, Chen and Brown.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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Scatter plots of predicted vs. reported yields, from three sets of models for early season (top panels) and mid-season predictions (bottom panel): (A,D) full models, (B,E) reduced model excluding historical yields as predictors, and (C,F) reduced models excluding both historical yield and cultivar composition information. (A): Early Full; (B) Early NoYld; (C) Early NoYld-NoCul; (D): Mid-Full; (E) Mid-NoYld; (F) Mid-NoYld-NoCul. The predicted values shown here were from the reserved testing dataset in one round of the cross-validation (N = 247).