ArticleFrontiers in plant science2018
Heliaphen, an Outdoor High-Throughput Phenotyping Platform for Genetic Studies and Crop Modeling.
Article in Frontiers in plant science, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Molecular and physiological characterization of two sunflower near-isogenic lines with contrasting haplotypes for leaf senescence.BMC plant biology · 2026Article
- Sunpheno: A Deep Neural Network for Phenological Classification of Sunflower Images.Plants (Basel, Switzerland) · 2024Article
- Article
- Sunflower Hybrids and Inbred Lines Adopt Different Physiological Strategies and Proteome Responses to Cope with Water Deficit.Biomolecules · 2023Article
- Similar Transcriptomic Responses to Early and Late Drought Stresses Produce Divergent Phenotypes in Sunflower (International journal of molecular sciences · 2023Article
- Expression complementation of gene presence/absence polymorphisms in hybrids contributes importantly to heterosis in sunflower.Journal of advanced research · 2022Article
- A Comprehensive Review of High Throughput Phenotyping and Machine Learning for Plant Stress Phenotyping.Phenomics (Cham, Switzerland) · 2022Review
- Comprehensive evaluation of mapping complex traits in wheat using genome-wide association studies.Molecular breeding : new strategies in plant improvement · 2022Review
- Phenotyping in Arabidopsis and Crops-Are We Addressing the Same Traits? A Case Study in Tomato.Genes · 2020Review
- Exploring gene networks in two sunflower lines with contrasting leaf senescence phenotype using a system biology approach.BMC plant biology · 2019Article
- Metabolomic characterization of sunflower leaf allows discriminating genotype groups or stress levels with a minimal set of metabolic markers.Metabolomics : Official journal of the Metabolomic Society · 2019Article
- Combining Simple Phenotyping and Photothermal Algorithm for the Prediction of Soybean Phenology: Application to a Range of Common Cultivars Grown in Europe.Frontiers in plant science · 2019Article
- Drought Resistance by Engineering Plant Tissue-Specific Responses.Frontiers in plant science · 2019Review
- Data describing the eco-physiological responses of twenty-four sunflower genotypes to water deficit.Data in brief · 2018Article
Corrections and comments
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Authors and funding
13 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Heliaphen is an outdoor platform designed for high-throughput phenotyping. It allows the automated management of drought scenarios and monitoring of plants throughout their lifecycles. A robot moving between plants growing in 15-L pots monitors the plant water status and phenotypes the leaf or whole-plant morphology. From these measurements, we can compute more complex traits, such as leaf expansion (LE) or transpiration rate (TR) in response to water deficit. Here, we illustrate the capabilities of the platform with two practical cases in sunflower (
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