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改良的网络物理系统捕捉到开花后高温夜晚对田间生长小麦产量和品质的影响。

Improved cyber-physical system captured post-flowering high night temperature impact on yield and quality of field grown wheat.

机构信息

Department of Agronomy, Kansas State University, 1712 Claflin Road, Manhattan, KS, 66506-5501, USA.

Department of Computer Science, Kansas State University, Manhattan, KS, 66506, USA.

出版信息

Sci Rep. 2020 Dec 17;10(1):22213. doi: 10.1038/s41598-020-79179-0.

Abstract

Winter wheat (Triticum aestivum L.) is essential to maintain food security for a large proportion of the world's population. With increased risk from abiotic stresses due to climate variability, it is imperative to understand and minimize the negative impact of these stressors, including high night temperature (HNT). Both globally and at regional scales, a differential rate of increase in day and night temperature is observed, wherein night temperatures are increasing at a higher pace and the trend is projected to continue into the future. Previous studies using controlled environment facilities and small field-based removable chambers have shown that post-anthesis HNT stress can induce a significant reduction in wheat grain yield. A prototype was previously developed by utilizing field-based tents allowing for simultaneous phenotyping of popular winter wheat varieties from US Midwest and advanced breeding lines. Hence, the objectives of the study were to (i) design and build a new field-based infrastructure and test and validate the uniformity of HNT stress application on a scaled-up version of the prototype (ii) improve and develop a more sophisticated cyber-physical system to sense and impose post-anthesis HNT stress uniformly through physiological maturity within the scaled-up tents; and (iii) determine the impact of HNT stress during grain filling on the agronomic and grain quality parameters including starch and protein concentration. The system imposed a consistent post-anthesis HNT stress of + 3.8 °C until maturity and maintained uniform distribution of stress which was confirmed by (i) 0.23 °C temperature differential between an array of sensors within the tents and (ii) statistically similar performance of a common check replicated multiple times in each tent. On average, a reduction in grain-filling duration by 3.33 days, kernel weight by 1.25% per °C, grain number by 2.36% per °C and yield by 3.58% per °C increase in night temperature was documented. HNT stress induced a significant reduction in starch concentration indicating disturbed carbon balance. The pilot field-based facility integrated with a robust cyber-physical system provides a timely breakthrough for evaluating HNT stress impact on large diversity panels to enhance HNT stress tolerance across field crops. The flexibility of the cyber-physical system and movement capabilities of the field-based infrastructure allows this methodology to be adaptable to different crops.

摘要

冬小麦(Triticum aestivum L.)对世界上很大一部分人口的粮食安全至关重要。由于气候多变导致非生物胁迫的风险增加,了解和尽量减少这些胁迫因素的负面影响至关重要,包括夜间高温(HNT)。无论是在全球还是在区域范围内,都观察到昼夜温度的差异率在增加,其中夜间温度的上升速度更快,而且这种趋势预计将持续到未来。以前使用受控环境设施和小型基于田间的可移动室的研究表明,开花后 HNT 胁迫会导致小麦籽粒产量显著降低。之前利用基于田间的帐篷开发了一个原型,该原型可以同时对美国中西部的流行冬小麦品种和先进的育种系进行表型分析。因此,本研究的目的是:(i)设计和构建新的基于田间的基础设施,并测试和验证在原型的放大版本上均匀施加 HNT 胁迫的一致性;(ii)改进和开发更复杂的网络物理系统,通过在放大的帐篷内生理成熟度均匀施加开花后 HNT 胁迫;(iii)确定籽粒灌浆过程中 HNT 胁迫对包括淀粉和蛋白质浓度在内的农艺和籽粒品质参数的影响。该系统在成熟前一直施加一致的开花后 HNT 胁迫,温度为+3.8°C,并保持胁迫的均匀分布,这通过以下方式得到证实:(i)帐篷内传感器阵列之间的 0.23°C 温度差,和(ii)在每个帐篷中多次重复的常见检查的统计上相似的性能。平均而言,记录到籽粒灌浆持续时间缩短了 3.33 天,每升高 1°C ,籽粒重量降低 1.25%,每升高 1°C ,籽粒数量减少 2.36%,产量降低 3.58%。HNT 胁迫导致淀粉浓度显著降低,表明碳平衡受到干扰。该基于田间的试点设施与强大的网络物理系统集成,为评估大的多样性群体中 HNT 胁迫对作物的影响提供了及时的突破,以提高田间作物对 HNT 胁迫的耐受性。网络物理系统的灵活性和基于田间的基础设施的移动能力使这种方法能够适应不同的作物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/38b8/7747627/bb1f33bbfffa/41598_2020_79179_Fig1_HTML.jpg

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