Information conveyed by management zones and optimal soybean seeding rate

IF 2 3区 农林科学 Q2 AGRONOMY
Yue Zhao, David A. Hennessy, Laura E. Lindsey, Maninder P. Singh, Alexander J. Lindsey
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Abstract

The application of variable rate seeding (VRS) enables soybean [Glycine max (L.) Merr.] growers to allocate seed more efficiently on heterogeneous farmland and thus potentially increases profit by reducing seed cost and/or increasing yield. Successful implementation of VRS depends on the appropriate division of management zones where producers apply different seeding rates. We construct an economic conceptual model for evaluating the information conveyed by management zones. The model implies that distinct management zones should differ by marginal seed productivity when evaluated at the same seeding rate. Based on this model and a dataset collected from 10 on-farm trials in Ohio and Michigan in 2017 and 2018, we implement a quadratic model regression analysis describing yield response to seeding rate. Results show that management zones in four out of 10 trials do not display statistically significant differences in marginal seed productivity. The small differences across management zones could result from the soybean plant's ability to compensate for yield due to fewer plants by increasing branches per plant and/or from inappropriately identified management zones. The estimated profit gains from applying VRS across the 10 trials vary from $0.20 to $30.60 ha−1. We also find that increasing seeding rate and mean yield decreases yield variability and yield skewness. Overall, the difference in marginal seed productivity is crucial for the appropriate determination of VRS management zones.

Abstract Image

管理区和大豆最佳播种率传递的信息
可变播种率(VRS)的应用使大豆 [Glycine max (L.) Merr.] 种植者能够在不同的农田中更有效地分配种子,从而有可能通过降低种子成本和/或提高产量来增加利润。VRS 的成功实施取决于对生产者采用不同播种率的管理区进行适当划分。我们构建了一个经济概念模型,用于评估管理区传递的信息。该模型意味着,当以相同播种率进行评估时,不同管理区的边际种子生产力应有所不同。基于该模型以及 2017 年和 2018 年从俄亥俄州和密歇根州的 10 个农场试验中收集的数据集,我们实施了描述产量对播种率响应的二次模型回归分析。结果显示,在 10 个试验中,有 4 个试验的管理区在边际种子生产力方面没有显示出统计学意义上的显著差异。各管理区之间的微小差异可能是由于大豆植株能够通过增加每株分枝来补偿因植株减少而导致的产量,以及/或由于管理区确定不当。在 10 个试验中,施用 VRS 的估计利润收益从每公顷 0.20 美元到 30.60 美元不等。我们还发现,提高播种率和平均产量可降低产量变异性和产量偏度。总之,边际种子生产力的差异对于适当确定 VRS 管理区域至关重要。
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来源期刊
Agronomy Journal
Agronomy Journal 农林科学-农艺学
CiteScore
4.70
自引率
9.50%
发文量
265
审稿时长
4.8 months
期刊介绍: After critical review and approval by the editorial board, AJ publishes articles reporting research findings in soil–plant relationships; crop science; soil science; biometry; crop, soil, pasture, and range management; crop, forage, and pasture production and utilization; turfgrass; agroclimatology; agronomic models; integrated pest management; integrated agricultural systems; and various aspects of entomology, weed science, animal science, plant pathology, and agricultural economics as applied to production agriculture. Notes are published about apparatus, observations, and experimental techniques. Observations usually are limited to studies and reports of unrepeatable phenomena or other unique circumstances. Review and interpretation papers are also published, subject to standard review. Contributions to the Forum section deal with current agronomic issues and questions in brief, thought-provoking form. Such papers are reviewed by the editor in consultation with the editorial board.
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