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稗草(Panicum miliaceum L.)物候期在 BBCH 尺度中的编码。

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

机构信息

DISTAL, Department of Agricultural and Food Sciences, University of Bologna, Viale G. Fanin 44, 40127, Bologna, Italy.

出版信息

Int J Biometeorol. 2020 Jul;64(7):1167-1181. doi: 10.1007/s00484-020-01891-3. Epub 2020 Mar 16.

Abstract

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.

摘要

由于气候变化导致高温、不稳定降水和极端气象事件,意大利最近的玉米产量变得越来越不可靠。气候变化的影响伴随着霉菌毒素和各种病原体的增加,这导致玉米成功生产的可能性降低。在这种情况下,黍( Panicum miliaceum L.)可能是一个有趣的替代品,因为它是一种相对低需求的作物,具有很强的耐旱性,可以像高粱一样,在轮作中使用,保持一定的生物多样性,并为农民带来收入。此外,黍的生长周期很短,可以作为间作作物,当其他作物歉收或收获后使用。黍在古代曾在意大利种植,但后来被玉米取代,因此现在有必要重新定义适当的农业实践和管理,以及弥补对其物候发育缺乏准确描述的不足。在欧盟 Life-CCA 项目“增强农业生活弹性(GREAT LIFE)”的框架内,本研究旨在使用 BBCH 量表对黍的物候进行编码。黍物候缺乏准确的定义是该作物研究进展的一个主要障碍,它可以成为提高地中海盆地农业生态系统对气候变化适应能力的一个非常有价值的工具。为此,黍在意大利艾米利亚-罗马涅地区的两个实验点进行了种植。在整个生命周期中,对作物进行了密切监测,以便记录甚至拍摄随后的物候阶段(包括达到每个物候阶段所需的时间,用播种后天数 DAS 表示)。通过收集靠近实验田的农业气象站的天气数据,利用单三角法(预测目的的有用工具),可以将物候发育与温度驱动的热单位积累(Cumulated Growing Degree Days-CGDD)相关联。此外,还收集了辅助农艺数据。本研究很好地描述了黍的主要和次要物候阶段,通过将其编码到 BBCH 量表中,并提供达到不同物候阶段所需的 DAS 和 CGDD 值,对其进行了描述。根据 CGDD 和 DAS,两个实验点在达到每个 BBCH 阶段时的差异主要受到限制,这表明这项工作可能是在意大利北部地区定义黍物候发育的有效初步工具。在 BBCH 量表中对黍物候进行编码的努力,可能有助于为研究人员提供关于该作物未来农艺调查的综合指示。收集的农艺数据表明,尽管该季节天气模式不利,但作物表现良好,为农民提供了在意大利作为一种具有弹性的作物种植黍的机会。

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