Characterization of Historical Precipitation Data in Relation to Production Risk of Fall-stockpiled Tall Fescue

William M. Clapham, James M. Fedders, Chris D. Teutsch, W. Mac Tilson
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Abstract

Weather data collected during field experiments are not often compared to long-term weather records in meaningful ways. We examine the results of a study of N application on yield of fall-stockpiled tall fescue in relation to concomitant and historical late-season precipitation in the Southern Piedmont Region of Virginia. Previous analysis indicated that splitting applications of 40 or 80 lb N/acre increased the probability of achieving designated yield goals. However, yields were also affected by precipitation during the stockpiling period. Monthly precipitation during the study was compared to the 58-year historical record via percentile distributions, principal component analysis, and Monte Carlo simulation. Total precipitation during the August through November period of the seven-year study averaged 4 inches above the long-term mean. Yields increased with N rate as expected. A dry matter production model that incorporated concomitant and historical precipitation records with field data appears more suitable to assess yield risk than a model based on field data alone. Experimental results should be interpreted with regard to the weather conditions during the experimental period. Management recommendations that consider results in the context of historical weather records provide a more robust interpretation of the data and more accurate estimates of risk.

历史降水资料与秋储高羊茅生产风险关系的表征
在实地试验期间收集的天气数据通常不会以有意义的方式与长期天气记录进行比较。我们研究了施氮对维吉尼亚州南部山前地区秋储高羊茅产量与伴随和历史晚季降水关系的研究结果。先前的分析表明,每英亩施用40或80磅氮肥增加了达到指定产量目标的可能性。然而,在储藏期间,产量也受到降水的影响。通过百分位分布、主成分分析和蒙特卡罗模拟,将研究期间的月降水量与58年的历史记录进行了比较。在这项为期7年的研究中,8月至11月期间的总降水量平均比长期平均值高出4英寸。产量随施氮量的增加而增加。将伴随降水和历史降水记录与现场数据相结合的干物质生产模型似乎比仅基于现场数据的模型更适合评估产量风险。实验结果的解释应考虑实验期间的天气条件。在历史天气记录的背景下考虑结果的管理建议提供了更可靠的数据解释和更准确的风险估计。
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