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...
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Published in | Scientific reports Vol. 10; no. 1; pp. 22213 - 15 |
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Main Authors | , , , , , , , , , , , |
Format | Journal Article |
Language | English |
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London
Nature Publishing Group UK
17.12.2020
Nature Publishing Group Nature Portfolio |
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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. |
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AbstractList | 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. 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. 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.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. 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. 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. |
ArticleNumber | 22213 |
Author | Vennapusa, Amaranatha R. Ostmeyer, Troy Bustamante, Carlos Pokharel, Meghnath Chiluwal, Anuj Hein, Nathan T. Fu, Jianming Bheemanahalli, Raju Srikanthan, Dhanush S. Neilsen, Mitchell L. Wagner, Dan Jagadish, S. V. Krishna |
Author_xml | – sequence: 1 givenname: Nathan T. surname: Hein fullname: Hein, Nathan T. organization: Department of Agronomy, Kansas State University – sequence: 2 givenname: Raju surname: Bheemanahalli fullname: Bheemanahalli, Raju organization: Department of Agronomy, Kansas State University – sequence: 3 givenname: Dan surname: Wagner fullname: Wagner, Dan organization: Department of Computer Science, Kansas State University – sequence: 4 givenname: Amaranatha R. surname: Vennapusa fullname: Vennapusa, Amaranatha R. organization: Department of Agronomy, Kansas State University – sequence: 5 givenname: Carlos surname: Bustamante fullname: Bustamante, Carlos organization: Department of Agronomy, Kansas State University – sequence: 6 givenname: Troy surname: Ostmeyer fullname: Ostmeyer, Troy organization: Department of Agronomy, Kansas State University – sequence: 7 givenname: Meghnath surname: Pokharel fullname: Pokharel, Meghnath organization: Department of Agronomy, Kansas State University – sequence: 8 givenname: Anuj surname: Chiluwal fullname: Chiluwal, Anuj organization: Department of Agronomy, Kansas State University, Department of Plant and Soil Sciences, University of Kentucky – sequence: 9 givenname: Jianming surname: Fu fullname: Fu, Jianming organization: Department of Agronomy, Kansas State University – sequence: 10 givenname: Dhanush S. surname: Srikanthan fullname: Srikanthan, Dhanush S. organization: Department of Agronomy, Kansas State University – sequence: 11 givenname: Mitchell L. surname: Neilsen fullname: Neilsen, Mitchell L. organization: Department of Computer Science, Kansas State University – sequence: 12 givenname: S. V. Krishna surname: Jagadish fullname: Jagadish, S. V. Krishna email: kjagadish@ksu.edu organization: Department of Agronomy, Kansas State University |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/33335185$$D View this record in MEDLINE/PubMed |
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Plant.201715959731:CAS:528:DC%2BC28XhtlWnsLfM10.1111/ppl.12485 GarciaGASerragoRADreccerMFMirallesDJPost-anthesis warm nights reduce grain weight in field-grown wheat and barley grain yield: a field studyField Crops Res.2016195505910.1016/j.fcr.2016.06.002 MoghimiNNew candidate loci and marker genes on chromosome 7 for improved chilling tolerance in sorghumJ. Exp. Bot.201970335733711:CAS:528:DC%2BB3cXktVyjur4%3D10.1093/jxb/erz143 PrasadPVVPisipatiSRBukovnikUFritzAKImpact of nighttime temperature on physiology and growth of spring wheatCrop Sci.2008482372238010.2135/cropsci2007.12.0717 R Core Team. R Foundation for Statistical Computing. https://www.R-project.org/ (2017) EasterlingDRMaximum and minimum temperature trends for the globeScience19972773643671:CAS:528:DyaK2sXkvVels78%3D10.1126/science.277.5324.364 SillmanJKharinVVZhangXZwiersFWBronaughDClimate extremes indices in the CMIP5 multimodel ensemble: part 1J. Geophys. Res. 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USA.2004101997199752004PNAS..101.9971P1:CAS:528:DC%2BD2cXlvFOiu78%3D10.1073/pnas.0403720101 ImpaSMHigh night temperature induced changes in grain starch metabolism alters starch, protein, and lipid accumulation in winter wheatPlant Cell Environ.2020434314471:CAS:528:DC%2BB3cXpt1Whsw%3D%3D10.1111/pce.13671 HerzogHStampPDry matter nitrogen accumulation in grains at different ear positions in ‘gigas’, semidwarf and normal spring wheatEuphytica19833251152010.1007/BF00021463 ShiWSource-sink dynamics and proteomic reprogramming under elevated night temperature and their impact on rice yield and grain qualityNew Phytol.201219782583710.1111/nph.12088 CoastOŠebelaDQuiñonesCJagadishSVKSystematic determination of the reproductive growth stage most sensitive to high night temperature stress in rice (Oryza sativa)Crop Sci.20196039140310.1002/csc2.20086 EcherFROosterhuisDMLokaDARosolemCAHigh night temperatures during the floral bud stage increase the abscission of reproductive structures in cottonJ. 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Merr.]Crop Sci.2013531594160410.2135/cropsci2012.07.0441 BreeseJDFactors for converting percentages of nitrogen in foods and feeds into percentages of proteins1931Washington, DCU.S. Department of Agriculture NarayananSPrasadPVVFritzAKBoyleDLGillBSImpact of high night-time and high daytime temperature stress on winter wheatJ. Agron. Crop Sci.201420120621810.1111/jac.12101 Intergovernmental Panel on Climate Change. Climate change 2014: Synthesis Report. https://www.ipcc.ch/site/assets/uploads/2018/05/SYR_AR5_FINAL_full_wcover.pdf (2014). NagarajanSLocal climate affects growth, yield, and grain quality of aromatic and non-aromatic rice in northwestern IndiaAgric. Ecosyst. Environ.201013827428110.1016/j.agee.2010.05.012 LokaDAOosterhuisDMEffect of high night temperatures on cotton respiration, ATP levels and carbohydrate contentEnviron. Exp. Bot.20104625826310.1016/j.envexpbot.2010.01.006 ShiWGrain yield and quality responses of tropical hybrid rice to high night-time temperatureField Crops Res.2016190182510.1016/j.fcr.2015.10.006 LV Alexander (79179_CR6) 2006; 111 79179_CR3 79179_CR4 D Loka (79179_CR19) 2016; 202 79179_CR1 R Davy (79179_CR8) 2017; 37 79179_CR2 S Aiqing (79179_CR37) 2018; 58 N Moghimi (79179_CR34) 2019; 70 S Peng (79179_CR16) 2004; 101 W Sadok (79179_CR31) 2020; 25 AR Mohammed (79179_CR15) 2009; 149 79179_CR36 XC Lizana (79179_CR29) 2013; 151 NT Hein (79179_CR30) 2019; 15 W Shi (79179_CR10) 2012; 197 SM Impa (79179_CR24) 2020; 43 GA Garcia (79179_CR27) 2015; 21 MJ Emes (79179_CR39) 2003; 54 J Sillman (79179_CR7) 2013; 118 M Djanaguiraman (79179_CR21) 2013; 53 H Herzog (79179_CR38) 1983; 32 SM Impa (79179_CR23) 2019; 42 M Cantarero (79179_CR22) 1999; 29 O Coast (79179_CR14) 2019; 60 PVV Prasad (79179_CR26) 2008; 48 79179_CR35 GA Garcia (79179_CR28) 2016; 195 JD Breese (79179_CR33) 1931 PVV Prasad (79179_CR17) 2011; 38 B Bergkamp (79179_CR32) 2018; 222 RN Bahuguna (79179_CR12) 2017; 159 DR Easterling (79179_CR5) 1997; 277 W Shi (79179_CR11) 2016; 190 DA Loka (79179_CR18) 2010; 46 S Narayanan (79179_CR25) 2014; 201 AK Chaturvedi (79179_CR13) 2017; 7 S Nagarajan (79179_CR9) 2010; 138 FR Echer (79179_CR20) 2014; 200 |
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Snippet | 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... 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... 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... 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... |
SourceID | doaj pubmedcentral proquest pubmed crossref springer |
SourceType | Open Website Open Access Repository Aggregation Database Index Database Enrichment Source Publisher |
StartPage | 22213 |
SubjectTerms | 631/449/2661 704/844/2739 Agricultural production Biomass Climate variability Crop Production Crop yield Crops Crops, Agricultural Edible Grain Environmental Monitoring Flowering Food Quality Food security Grain Humanities and Social Sciences Infrastructure multidisciplinary Phenotyping Plant Development Plant Proteins Prototypes Science Science (multidisciplinary) Seasons Starch Stress Stress, Physiological Temperature Tents Triticum - physiology Triticum aestivum Wheat Winter wheat |
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Title | Improved cyber-physical system captured post-flowering high night temperature impact on yield and quality of field grown wheat |
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