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Improved cyber-physical system captured post-flowering high night temperature impact on yield and quality of field grown wheat
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...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7747627/ https://www.ncbi.nlm.nih.gov/pubmed/33335185 http://dx.doi.org/10.1038/s41598-020-79179-0 |
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author | Hein, Nathan T. Bheemanahalli, Raju Wagner, Dan Vennapusa, Amaranatha R. Bustamante, Carlos Ostmeyer, Troy Pokharel, Meghnath Chiluwal, Anuj Fu, Jianming Srikanthan, Dhanush S. Neilsen, Mitchell L. Jagadish, S. V. Krishna |
author_facet | Hein, Nathan T. Bheemanahalli, Raju Wagner, Dan Vennapusa, Amaranatha R. Bustamante, Carlos Ostmeyer, Troy Pokharel, Meghnath Chiluwal, Anuj Fu, Jianming Srikanthan, Dhanush S. Neilsen, Mitchell L. Jagadish, S. V. Krishna |
author_sort | Hein, Nathan T. |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-7747627 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-77476272020-12-18 Improved cyber-physical system captured post-flowering high night temperature impact on yield and quality of field grown wheat Hein, Nathan T. Bheemanahalli, Raju Wagner, Dan Vennapusa, Amaranatha R. Bustamante, Carlos Ostmeyer, Troy Pokharel, Meghnath Chiluwal, Anuj Fu, Jianming Srikanthan, Dhanush S. Neilsen, Mitchell L. Jagadish, S. V. Krishna Sci Rep Article 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. Nature Publishing Group UK 2020-12-17 /pmc/articles/PMC7747627/ /pubmed/33335185 http://dx.doi.org/10.1038/s41598-020-79179-0 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Hein, Nathan T. Bheemanahalli, Raju Wagner, Dan Vennapusa, Amaranatha R. Bustamante, Carlos Ostmeyer, Troy Pokharel, Meghnath Chiluwal, Anuj Fu, Jianming Srikanthan, Dhanush S. Neilsen, Mitchell L. Jagadish, S. V. Krishna Improved cyber-physical system captured post-flowering high night temperature impact on yield and quality of field grown wheat |
title | Improved cyber-physical system captured post-flowering high night temperature impact on yield and quality of field grown wheat |
title_full | Improved cyber-physical system captured post-flowering high night temperature impact on yield and quality of field grown wheat |
title_fullStr | Improved cyber-physical system captured post-flowering high night temperature impact on yield and quality of field grown wheat |
title_full_unstemmed | Improved cyber-physical system captured post-flowering high night temperature impact on yield and quality of field grown wheat |
title_short | Improved cyber-physical system captured post-flowering high night temperature impact on yield and quality of field grown wheat |
title_sort | improved cyber-physical system captured post-flowering high night temperature impact on yield and quality of field grown wheat |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7747627/ https://www.ncbi.nlm.nih.gov/pubmed/33335185 http://dx.doi.org/10.1038/s41598-020-79179-0 |
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