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Phenological stages of Proso millet (Panicum miliaceum L.) encoded in BBCH scale

机译:Proso Millet(Panicumiliaceum L.)的Probological阶段以BBCH规模编码

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As a result of climate change, causing high temperature, erratic precipitation, and extreme meteorological events, in recent times in Italy productivity of Maize is becoming less reliable. Climate change effects are accompanied by the increase in the presence of mycotoxins and various pathogens, which contribute to the reduction of the possibility of successfully producing Maize. In this framework, Proso Millet (Panicum miliaceum L.) may be an interesting alternative, as it is a relatively low-demanding crop, highly drought-resistant, and can be employed, similarly to Sorghum, in rotation, maintaining a certain amount of biodiversity and contributing to the revenue for the farmers. Moreover, Proso Millet has a very short cycle, and may be used as a catch crop, when other crops have failed or after their harvest. Millet used to be cultivated in ancient times in Italy, but then it was abandoned in favor of Maize, so now it is necessary to re-define proper agricultural practices and managements, as well as to remedy to the lack of an exact description of its phenological development. In the frame of a Life-CCA EU project, called Growing REsilience AgriculTure-Life (GREAT LIFE), aim of this work is to encode phenology of Proso Millet using BBCH scale. The lack of an exact definition of Proso Millet phenology is a major drawback in progressing in research on this crop, which could be a very valuable tool for improving the resilience of agro-ecosystems to climate change in the Mediterranean basin. For this purpose, Proso Millet was cultivated in two experimental sites in the Emilia-Romagna region (North of Italy). The crop was closely monitored throughout the life cycle, in order to document, even photographically, the achievement of the subsequent phenological phases (including the time necessary to reach each phenological stage, expressed as Days After Sowing-DAS). Thanks to weather data collection from agrometeorological stations close to the experimental fields, it was possible to correlate the phenological development to temperature-driven heat-unit accumulation (Cumulated Growing Degree Days-CGDD), using the single triangle method (useful tool for forecasting purposes). Ancillary agronomic data have also been collected, for completeness. This study well describes primary and secondary phenological stages of Proso Millet, managing at encoding them in the BBCH scale and contextually providing DAS and CGDD values necessary to achieve the different phenophases. The difference observed between the two experimental sites in reaching each BBCH stage according to both CGDD and DAS is mostly restrained, suggesting that this work may represent a valid first tool in defining the phenological development of Proso Millet in the areas of Northern Italy. The effort made to encode Proso Millet phenology in BBCH scale may be useful to give to researchers comprehensive indications for future agronomic surveys on the crop. The agronomic data collected show that the crop had a good agronomic performance despite the adverse weather pattern during the season, enlightening for farmers the opportunity offered by Millet in Italy as a resilient crop.
机译:由于气候变化,导致高温,不稳定的降水和极端气象事件,最近在意大利的玉米生产率变得不那么可靠。气候变化效应伴随着霉菌毒素和各种病原体存在的增加,这有助于减少成功生产玉米的可能性。在这个框架中,Proso Millet(Panicum Miliaceum L.)可能是一个有趣的替代方案,因为它是一种相对低苛刻的作物,抗旱性,并且可以使用高粱,旋转,保持一定量的替代生物多样性和促进农民收入。此外,Proso Millet的循环非常短,并且当其他作物失败或收获后,其他作物可能被用作捕获作物。 Millet曾经在意大利的古代栽培,但随后它被遗弃支持玉米,所以现在有必要重新定义适当的农业实践和管理,以及弥补缺乏其确切描述挥发性发展。在寿命-CCA欧盟项目的框架中,称为康复农业 - 生活(伟大的生活),这项工作的目的是使用BBCH规模编码Proso Mill的毒品。缺乏对Proso Mill Paphology的精确定义是对该作物的研究进展的主要缺点,这可能是一种非常有价值的工具,可以提高农业生态系统对地中海盆地气候变化的影响。为此目的,ProSo Millet在Emilia-Romagna地区(意大利北部)的两个实验遗址培养。在整个生命周期中密切监测作物,以便在摄影上,甚至在播种后播种后表达的后续牙阶段(包括到达每种毒性阶段所需的时间)。由于从近距离实验领域的农业气象站的天气数据收集,使用单三角法(有用的预测目的工具)。辅助农艺数据也被收集,完整性。这项研究良好地描述了Proso Mill的主要和二级验证阶段,在BBCH规模中编码它们并进行了上下文提供达到不同苯酚所需的DAS和CGDD值。根据CGDD和DAS到达每个BBCH阶段的两个实验部位之间观察到的差异主要受到限制,这表明这项工作可以代表在意大利北部地区定义Proso Millet的挥发性发育的有效工具。在BBCH规模中编码Proso Millet的职业制造的努力可能有助于研究人员在作物上的未来农艺调查中的全面迹象。收集的农艺数据表明,尽管本赛季中的天气模式不利,但农村的作物具有良好的农业表现,为农民提供了大米在意大利作为弹性作物提供的机会。

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