Evaluation of a commercial grape yield monitor for use mid-season and at-harvest

Q2 Agricultural and Biological Sciences
J. Taylor, L. Sanchez, B. Sams, Luke Haggerty, Rhiann Jakubowski, S. Djafour, T. Bates
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引用次数: 17

Abstract

Aims: Yield monitors are becoming more common in North America. This research evaluates the precision and accuracy of a retro-fitted, commercially available grape yield monitor mid-season, for crop estimation and crop thinning applications, and at harvest for yield mapping.Methods and Results: Several grape yield monitors were mounted on the discharge conveyor belt of grape harvesters in both commercial and research vineyards in North America. Sensor response was compared to manual measurements at multiple masses, ranging from 20 kg to 28 Mg over the course of three seasons. Measurements were taken during crop thinning and estimation (mid-season) and at harvest. Results showed that the grape yield monitor performance was sufficient to generate good spatial maps of the relative variation in harvest yield and mid-season thinned yield. However, at harvest the sensor showed a shift in response between days of up to ±15%, such that the generation of absolute yield maps required a daily calibration against a known mass. Within a day (single harvest operation) the sensor response did not appear to drift. Mid-season applications required a different calibration to harvest applications.Conclusion: The yield sensor worked well for both mid-season and at harvest operations in North American vineyards but required a daily calibration to avoid drift issues. The mid-season yield calibrations were different between seasons; however, the harvest calibration factor was stable between seasons.Significance and Impact of study: The study showed that a commercial yield monitor with correct calibration was effective at even low fruit flow. This opens the possibility of using a harvest sensor mid-season to mechanically estimate fruit load from small point samples and to map the amount of fruit removed  during fruit thinning operations. This will improve the quality of information available to viticulturist to understand fruit and crop load. The commercial yield monitor is suitable for use in North American vineyards.
一种用于季中和收获时的商业葡萄产量监测器的评价
目标:产量监测器在北美变得越来越普遍。本研究评估了一种改良的、市售的葡萄产量监测仪的精度和准确性,用于作物估计和作物间伐应用,以及在收获时用于产量测绘。方法与结果:在北美的商业葡萄园和研究葡萄园,在葡萄收割机的卸料传送带上安装了几个葡萄产量监测器。在三个季节的过程中,将传感器的响应与人工测量的多个质量(从20 kg到28 Mg)进行了比较。测量是在作物间伐和估计期间(季中)和收获时进行的。结果表明,葡萄产量监测性能足以生成较好的收获产量和季中单产相对变化的空间图。然而,在收获时,传感器在几天之间的响应变化高达±15%,因此生成绝对产量图需要每天针对已知质量进行校准。在一天内(单次收获操作),传感器响应似乎没有漂移。季节中期的应用需要不同的校准来收获应用。结论:产量传感器在北美葡萄园的季节中期和收获作业中都工作良好,但需要每天校准以避免漂移问题。季中产量校正在不同季节之间存在差异;然而,不同季节间的收获校正因子是稳定的。研究的意义和影响:研究表明,在低果流量条件下,校正正确的商品化产量监测仪是有效的。这开启了在季中使用收获传感器从小点样本中机械地估计水果负荷的可能性,并绘制出在水果减薄操作期间去除的水果数量。这将提高葡萄种植者了解水果和作物负荷的信息质量。商业产量监测器适用于北美葡萄园。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
0.92
自引率
0.00%
发文量
0
审稿时长
>36 weeks
期刊介绍: Cessation. Le concept d''Oeno-One se veut novateur. La revue travaille en toute indépendance d’éditeurs privés et met tous les articles gratuitement en ligne, en libre accès. Elle assure ainsi la meilleure visibilité possible aux auteurs des articles et le meilleur accès possible aux chercheurs. OENO-One publie des travaux de recherches originaux sur des thèmes scientifiques variés comme la génétique ou la physiologie de la vigne, l’œnologie ou la microbiologie mais s’ouvre aussi aux disciplines économiques et sociétales en relation avec le secteur.
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