ArticlePlant methods2019
Integrating field-based heat tents and cyber-physical system technology to phenotype high night-time temperature impact on winter wheat.
Article in Plant methods, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- High night temperature during the effective grain-filling stage affects maize yield and quality.Frontiers in plant science · 2026Article
- Genetic mapping and haplotype analysis identify novel candidate genes for high night temperature tolerance in winter wheat.The plant genome · 2025Article
- Wheat genotypes selected for their high early daytime stomatal conductance under elevated nocturnal temperatures maintain high yield and biomass.AoB PLANTS · 2025Article
- Effect of High Nighttime Temperatures on Growth, Yield, and Quality of Two Wheat Cultivars During the Whole Growth Period.Plants (Basel, Switzerland) · 2024Article
- Article
- Sustaining productivity gains in the face of climate change: A research agenda for US wheat.Global change biology · 2023Article
- Elevated COFrontiers in plant science · 2022Article
- Genome-wide association study and gene network analyses reveal potential candidate genes for high night temperature tolerance in rice.Scientific reports · 2021Article
- Respiration, Rather Than Photosynthesis, Determines Rice Yield Loss Under Moderate High-Temperature Conditions.Frontiers in plant science · 2021Article
- Improved cyber-physical system captured post-flowering high night temperature impact on yield and quality of field grown wheat.Scientific reports · 2020Article
- A universal method for high-quality RNA extraction from plant tissues rich in starch, proteins and fiber.Scientific reports · 2020Article
- Feeling the heat: developmental and molecular responses of wheat and barley to high ambient temperatures.Journal of experimental botany · 2020Review
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Authors and funding
8 authors.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundMany agronomic traits have been bred into modern wheat varieties, but wheat (
resultsThrough implementation of a side roll up and a top ventilation system, heaters, and a custom cyber-physical system using a Raspberry Pi, the heat tents were able to consistently maintain an elevated temperature through the night to differentiate heat stress impact on different genotypes. When the tents were placed in their day-time setting they were able to maintain ambient day-time temperature without having to be removed and replaced on the plots. Data averaged from multiple sensors over three consecutive weeks resulted in a consistent but small temperature difference of 0.25 °C within the tents, indicating even distribution of heat. While targeting a temperature differential of 4 °C, the tents were able to maintain an average differential of 3.2 °C consistently throughout the night-time heat stress period, compared to the outside ambient conditions. The impact of HNT stress was confirmed through a statistically significant yield reduction in eleven of the twelve genotypes tested. The average yield under HNT stress was reduced by 20.3% compared to the controls, with the highest reduction being 41.4% and a lowest reduction of 6.9%. Recommendations for fine-tuning the system are provided.
conclusionThis methodology is easily accessible and can be widely utilized due to its flexibility and ease of construction. This system can be modified and improved based on some of the recommendations and has the potential to be used across other crops or plants as it is not reliant on access to any hardwired utilities. The method tested will help the crop community to quantify the impact of HNT stress, identify novel donors that induce tolerance to HNT and help the breeders develop crop varieties that are resilient to changing climate.
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