ArticlePloS one2013
Infra-red thermography for high throughput field phenotyping in Solanum tuberosum.
Article in PloS one, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.
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Who cites it
33 citing papers in PubMed.
- A Methodological Approach for Evaluating the Genotypic Variation for Physiological Adaptation of Potato Wild Relatives for Heat Tolerance Breeding.Plants (Basel, Switzerland) · 2025Article
- Correlation Study Between Canopy Temperature (CT) and Wheat Yield and Quality Based on Infrared Imaging Camera.Plants (Basel, Switzerland) · 2025Article
- Thermal imaging can reveal variation in stay-green functionality of wheat canopies under temperate conditions.Frontiers in plant science · 2024Article
- Image-Based High-Throughput Phenotyping in Horticultural Crops.Plants (Basel, Switzerland) · 2023Review
- Study of High-Temperature-Induced Morphological and Physiological Changes in Potato Using Nondestructive Plant Phenotyping.Plants (Basel, Switzerland) · 2022Article
- Field Evaluation of Wheat Varieties Using Canopy Temperature Depression in Three Different Climatic Growing Seasons.Plants (Basel, Switzerland) · 2022Article
- Germplasm, Breeding, and Genomics in Potato Improvement of Biotic and Abiotic Stresses Tolerance.Frontiers in plant science · 2022Review
- Extraction of 3D distribution of potato plant CWSI based on thermal infrared image and binocular stereovision system.Frontiers in plant science · 2022Article
- Selection strategies to introgress water deficit tolerance derived fromFrontiers in plant science · 2022Article
- Photosynthesis research under climate change.Photosynthesis research · 2021Review
- Normalization method for canopy temperature as an indirect indicator of yield potential in wheat breeding programs.Breeding science · 2021Article
- Recent developments and potential of robotics in plant eco-phenotyping.Emerging topics in life sciences · 2021Article
- The effect of increasing temperature on crop photosynthesis: from enzymes to ecosystems.Journal of experimental botany · 2021Review
- Elevated COPlants (Basel, Switzerland) · 2021Review
- Field Phenomics: Will It Enable Crop Improvement?Plant phenomics (Washington, D.C.) · 2021Review
- Development and Validation of Methodology for Estimating Potato Canopy Structure for Field Crop Phenotyping and Improved Breeding.Frontiers in plant science · 2021Article
- Remote Sensing Energy Balance Model for the Assessment of Crop Evapotranspiration and Water Status in an Almond Rootstock Collection.Frontiers in plant science · 2021Article
- Potential of Hyperspectral and Thermal Proximal Sensing for Estimating Growth Performance and Yield of Soybean Exposed to Different Drip Irrigation Regimes Under Arid Conditions.Sensors (Basel, Switzerland) · 2020Article
- Article
- Association mapping and genetic dissection of drought-induced canopy temperature differences in rice.Journal of experimental botany · 2020Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The rapid development of genomic technology has made high throughput genotyping widely accessible but the associated high throughput phenotyping is now the major limiting factor in genetic analysis of traits. This paper evaluates the use of thermal imaging for the high throughput field phenotyping of Solanum tuberosum for differences in stomatal behaviour. A large multi-replicated trial of a potato mapping population was used to investigate the consistency in genotypic rankings across different trials and across measurements made at different times of day and on different days. The results confirmed a high degree of consistency between the genotypic rankings based on relative canopy temperature on different occasions. Genotype discrimination was enhanced both through normalising data by expressing genotype temperatures as differences from image means and through the enhanced replication obtained by using overlapping images. A Monte Carlo simulation approach was used to confirm the magnitude of genotypic differences that it is possible to discriminate. The results showed a clear negative association between canopy temperature and final tuber yield for this population, when grown under ample moisture supply. We have therefore established infrared thermography as an easy, rapid and non-destructive screening method for evaluating large population trials for genetic analysis. We also envisage this approach as having great potential for evaluating plant response to stress under field conditions.
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