Within-season vegetation indices and yield stability as a predictor of spatial patterns of Maize (Zea mays L) yields

被引:0
|
作者
Guanyuan Shuai
Ames Fowler
Bruno Basso
机构
[1] Michigan State University,Department of Earth and Environmental Sciences
[2] W.K. Kellogg Biological Station,undefined
[3] Michigan State University,undefined
来源
Precision Agriculture | 2024年 / 25卷
关键词
Yield stability; Remote sensing; Unstable zones; Stable zones; Rate of change;
D O I
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中图分类号
学科分类号
摘要
Accurate evaluation of crop performance and yield prediction at a sub-field scale is essential for achieving high yields while minimizing environmental impacts. Two important approaches for improving agronomic management and predicting future crop yields are the spatial stability of historic crop yields and in-season remote sensing imagery. However, the relative accuracies of these approaches have not been well characterized. In this study, we aim to first, assess the accuracies of yield stability and in-season remote sensing for predicting yield patterns at a sub-field resolution across multiple fields, second, investigate the optimal satellite image date for yield prediction, and third, relate bi-weekly changes in GCVI through the season to yield levels. We hypothesize that historical yield stability zones provide high accuracies in identifying yield patterns compared to within-season remote sensing images.
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页码:963 / 982
页数:19
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