Evidence map›Paper›PMID 33335185›Full record

ArticleScientific reports2020

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

Nathan T Hein, Raju Bheemanahalli, Dan Wagner, Amaranatha R Vennapusa, Carlos Bustamante, Troy Ostmeyer, Meghnath Pokharel, Anuj Chiluwal, Jianming Fu, Dhanush S Srikanthan and 2 more

Open access · goldAbstract read
In one paragraph

Article in Scientific reports, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
3.0field-weighted citation impact, top 9% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed, 40 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors at 1 institution in 1 country.

Nathan T HeinDepartment of Agronomy, Kansas State University, 1712 Claflin Road, Manhattan, KS, 66506-5501, USA.
Raju BheemanahalliDepartment of Agronomy, Kansas State University, 1712 Claflin Road, Manhattan, KS, 66506-5501, USA.
Dan WagnerDepartment of Computer Science, Kansas State University, Manhattan, KS, 66506, USA.
Amaranatha R VennapusaDepartment of Agronomy, Kansas State University, 1712 Claflin Road, Manhattan, KS, 66506-5501, USA.
Carlos BustamanteDepartment of Agronomy, Kansas State University, 1712 Claflin Road, Manhattan, KS, 66506-5501, USA.
Troy OstmeyerDepartment of Agronomy, Kansas State University, 1712 Claflin Road, Manhattan, KS, 66506-5501, USA.
Meghnath PokharelDepartment of Agronomy, Kansas State University, 1712 Claflin Road, Manhattan, KS, 66506-5501, USA.
Anuj ChiluwalDepartment of Agronomy, Kansas State University, 1712 Claflin Road, Manhattan, KS, 66506-5501, USA.
Jianming FuDepartment of Agronomy, Kansas State University, 1712 Claflin Road, Manhattan, KS, 66506-5501, USA.
Dhanush S SrikanthanDepartment of Agronomy, Kansas State University, 1712 Claflin Road, Manhattan, KS, 66506-5501, USA.
Mitchell L NeilsenDepartment of Computer Science, Kansas State University, Manhattan, KS, 66506, USA.
S V Krishna JagadishDepartment of Agronomy, Kansas State University, 1712 Claflin Road, Manhattan, KS, 66506-5501, USA. kjagadish@ksu.edu.
Kansas State University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Crop ProductionCrops, AgriculturalEnvironmental MonitoringFood QualityPlant DevelopmentTemperatureBiomassEdible GrainPlant ProteinsSeasonsStarchStress, PhysiologicalTriticumPlant ProteinsStarch

Identifiers

PMID33335185
PMCPMC7747627
OpenAlexW3110836493

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.