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Heliaphen, an outdoor high-throughput phenotyping platform designed to integrate genetics and crop modeling

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/rob.21728openalex-snapshot

Efficient in‐field plant phenomics for row‐crops with an autonomous ground vehicle

inferredcites →https://doi.org/10.1007/978-3-319-20562-5_3openalex-snapshot

Modelling of Genotype by Environment Interaction and Prediction of Complex Traits across Multiple Environments as a Synthesis of Crop Growth Modelling, Genetics and Statistics

inferredcites →https://doi.org/10.1007/978-3-642-60684-7_2openalex-snapshot

Use of the Nitrogen Nutrition Index for the Analysis of Agronomical Data

inferredcites →https://doi.org/10.1007/978-94-009-8334-2_18openalex-snapshot

Main Factors Limiting Sunflower Yield in Dry Areas

inferredcites →https://doi.org/10.1007/s00122-013-2066-0openalex-snapshot

Next-generation phenotyping: requirements and strategies for enhancing our understanding of genotype–phenotype relationships and its relevance to crop improvement

inferredcites →https://doi.org/10.1007/s00122-013-2231-5openalex-snapshot

Integrating environmental covariates and crop modeling into the genomic selection framework to predict genotype by environment interactions

inferredcites →https://doi.org/10.1007/s00122-016-2691-5openalex-snapshot

Envirotyping for deciphering environmental impacts on crop plants

inferredcites →https://doi.org/10.1007/s10725-013-9858-8openalex-snapshot

The regulatory role of riboflavin in the drought tolerance of tobacco plants depends on ROS production

inferredcites →https://doi.org/10.1007/s10725-017-0317-9openalex-snapshot

Involvement of jasmonates in responses of sunflower (Helianthus annuus) seedlings to moderate water stress

inferredcites →https://doi.org/10.1007/s11027-010-9219-0openalex-snapshot

Impact and adaptation opportunities for European agriculture in response to climatic change and variability

inferredcites →https://doi.org/10.1007/s13593-013-0170-9openalex-snapshot

Agronomic model uses to predict cultivar performance in various environments and cropping systems. A review

inferredcites →https://doi.org/10.1007/s13593-015-0306-1openalex-snapshot

How to implement biodiversity-based agriculture to enhance ecosystem services: a review

inferredcites →https://doi.org/10.1016/j.agrformet.2010.09.012openalex-snapshot

SUNFLO, a model to simulate genotype-specific performance of the sunflower crop in contrasting environments

inferredcites →https://doi.org/10.1016/j.ecolmodel.2009.10.014openalex-snapshot

Development and test of a crop growth model for application within a Global Change decision support system

inferredcites →https://doi.org/10.1016/j.eja.2008.02.001openalex-snapshot

Thresholds for leaf expansion and transpiration response to soil water deficit in a range of sunflower genotypes

inferredcites →https://doi.org/10.1016/j.eja.2015.07.004openalex-snapshot

Low-altitude, high-resolution aerial imaging systems for row and field crop phenotyping: A review

inferredcites →https://doi.org/10.1016/j.eja.2016.09.001openalex-snapshot

A model-based approach to assist variety evaluation in sunflower crop

inferredcites →https://doi.org/10.1016/j.eja.2018.02.004openalex-snapshot

Estimation of plant height using a high throughput phenotyping platform based on unmanned aerial vehicle and self-calibration: Example for sorghum breeding

inferredcites →https://doi.org/10.1016/j.envexpbot.2017.08.005openalex-snapshot

Water-stressed sunflower transcriptome analysis revealed important molecular markers involved in drought stress response and tolerance

inferredcites →https://doi.org/10.1016/j.envsoft.2012.03.011openalex-snapshot

An open platform to build, evaluate and simulate integrated models of farming and agro-ecosystems

inferredcites →https://doi.org/10.1016/j.fcr.2016.04.010openalex-snapshot

Source and sink indicators for determining nitrogen, plant density and genotype effects on oil and protein contents in sunflower achenes

inferredcites →https://doi.org/10.1016/j.landusepol.2011.07.003openalex-snapshot

European Soil Data Centre: Response to European policy support and public data requirements

inferredcites →https://doi.org/10.1016/j.proenv.2015.07.176openalex-snapshot

Platform Development for Drought Tolerance Evaluation of Wheat in France

inferredcites →https://doi.org/10.1016/j.simpat.2008.11.003openalex-snapshot

The Virtual Laboratory Environment – An operational framework for multi-modelling, simulation and analysis of complex dynamical systems

inferredcites →https://doi.org/10.1016/j.tplants.2005.11.002openalex-snapshot

Abiotic stress, the field environment and stress combination

inferredcites →https://doi.org/10.1016/j.tplants.2006.10.006openalex-snapshot

Models for navigating biological complexity in breeding improved crop plants

inferredcites →https://doi.org/10.1016/s0378-4290(97)00037-3openalex-snapshot

Concepts in production ecology for analysis and quantification of agricultural input-output combinations

inferredcites →https://doi.org/10.1038/nature01014openalex-snapshot

Agricultural sustainability and intensive production practices

inferredcites →https://doi.org/10.1038/nature22380openalex-snapshot

The sunflower genome provides insights into oil metabolism, flowering and Asterid evolution

inferredcites →https://doi.org/10.1038/ng.2314openalex-snapshot

An efficient multi-locus mixed-model approach for genome-wide association studies in structured populations

inferredcites →https://doi.org/10.1038/ng1702openalex-snapshot

A unified mixed-model method for association mapping that accounts for multiple levels of relatedness

inferredcites →https://doi.org/10.1051/ocl/2016052openalex-snapshot

Sunflower crop and climate change: vulnerability, adaptation, and mitigation potential from case-studies in Europe

inferredcites →https://doi.org/10.1071/ar01070openalex-snapshot

Using crop simulation to generate genotype by environment interaction effects for sorghum in water-limited environments

inferredcites →https://doi.org/10.1071/cp14007openalex-snapshot

Predicting the future of plant breeding: complementing empirical evaluation with genetic prediction

inferredcites →https://doi.org/10.1071/fp02076openalex-snapshot

Understanding plant responses to drought — from genes to the whole plant

inferredcites →https://doi.org/10.1071/fp05047openalex-snapshot

Potential yield and water-use efficiency benefits in sorghum from limited maximum transpiration rate

inferredcites →https://doi.org/10.1071/fp09189openalex-snapshot

Quantifying physiological determinants of genetic variation for yield potential in sunflower. SUNFLO: a model-based analysis

inferredcites →https://doi.org/10.1071/fp12052openalex-snapshot

GlyPh: a low-cost platform for phenotyping plant growth and water use

inferredcites →https://doi.org/10.1071/fp15235openalex-snapshot

Effects of plant growth stage and leaf aging on the response of transpiration and photosynthesis to water deficit in sunflower

inferredcites →https://doi.org/10.1071/fpv39n11_inopenalex-snapshot

Phenotyping plants: genes, phenes and machines

inferredcites →https://doi.org/10.1093/aob/mcx148openalex-snapshot

Wheat genetic resources in the post-genomics era: promise and challenges

inferredcites →https://doi.org/10.1093/bioinformatics/bti222openalex-snapshot

CARHTA GENE: multipopulation integrated genetic and radiation hybrid mapping

inferredcites →https://doi.org/10.1093/bioinformatics/btp616openalex-snapshot

edgeR : a Bioconductor package for differential expression analysis of digital gene expression data

inferredcites →https://doi.org/10.1093/jxb/ern087openalex-snapshot

Genetic variability for leaf growth rate and duration under water deficit in sunflower: analysis of responses at cell, organ, and plant level

inferredcites →https://doi.org/10.1093/jxb/erq329openalex-snapshot

Yield–trait performance landscapes: from theory to application in breeding maize for drought tolerance

inferredcites →https://doi.org/10.1093/jxb/err269openalex-snapshot

Any trait or trait-related allele can confer drought tolerance: just design the right drought scenario

inferredcites →https://doi.org/10.1093/jxb/ert337openalex-snapshot

Analysis of functional redundancies within the Arabidopsis TCP transcription factor family

inferredcites →https://doi.org/10.1093/jxb/erv049openalex-snapshot

In silicosystem analysis of physiological traits determining grain yield and protein concentration for wheat as influenced by climate and crop management

inferredcites →https://doi.org/10.1104/pp.112.200303openalex-snapshot

Arabidopsis Class I and Class II TCP Transcription Factors Regulate Jasmonic Acid Metabolism and Leaf Development Antagonistically

inferredcites →https://doi.org/10.1105/tpc.16.00286openalex-snapshot

SMAX1-LIKE7 signals from the nucleus to regulate shoot development in Arabidopsis via partially EAR motif-independent mechanisms

inferredcites →https://doi.org/10.1111/j.1365-313x.2006.02865.xopenalex-snapshot

Cross‐talk between ethylene and drought signalling pathways is mediated by the sunflower Hahb‐4 transcription factor

inferredcites →https://doi.org/10.1111/j.1469-8137.2005.01609.xopenalex-snapshot

PHENOPSIS, an automated platform for reproducible phenotyping of plant responses to soil water deficit in Arabidopsis thaliana permitted the identification of an accession with low sensitivity to soil water deficit

inferredcites →https://doi.org/10.1111/j.1744-7909.2012.01116.xopenalex-snapshot

High‐throughput Phenotyping and Genomic Selection: The Frontiers of Crop Breeding Converge F

inferredcites →https://doi.org/10.1111/nph.12192openalex-snapshot

Large‐scale characterization of drought pattern: a continent‐wide modelling approach applied to the Australian wheatbelt – spatial and temporal trends

inferredcites →https://doi.org/10.1111/nph.14027openalex-snapshot

High‐throughput estimation of incident light, light interception and radiation‐use efficiency of thousands of plants in a phenotyping platform

inferredcites →https://doi.org/10.1111/pce.12961openalex-snapshot

Genetic control of plasticity of oil yield for combined abiotic stresses using a joint approach of crop modelling and genome‐wide association

inferredcites →https://doi.org/10.1111/pce.13001openalex-snapshot

Using numerical plant models and phenotypic correlation space to design achievable ideotypes

inferredcites →https://doi.org/10.1111/plb.12627openalex-snapshot

Ectopic expression of glycosyltransferase UGT 76E11 increases flavonoid accumulation and enhances abiotic stress tolerance in Arabidopsis

inferredcites →https://doi.org/10.1111/ppl.12520openalex-snapshot

The Arabidopsis UGT87A2 , a stress‐inducible family 1 glycosyltransferase, is involved in the plant adaptation to abiotic stresses

inferredcites →https://doi.org/10.1111/tpj.13324openalex-snapshot

The Arabidopsis UDP‐glycosyltransferases UGT79B2 and UGT79B3, contribute to cold, salt and drought stress tolerance via modulating anthocyanin accumulation

inferredcites →https://doi.org/10.1126/sciadv.1400218openalex-snapshot

Genome-environment associations in sorghum landraces predict adaptive traits

inferredcites →https://doi.org/10.1126/science.1111772openalex-snapshot

Global Consequences of Land Use

inferredcites →https://doi.org/10.1146/annurev-arplant-042817-040218openalex-snapshot

The Physiological Basis of Drought Tolerance in Crop Plants: A Scenario-Dependent Probabilistic Approach

inferredcites →https://doi.org/10.1186/s40529-014-0075-1openalex-snapshot

Hydraulic conductivity and contribution of aquaporins to water uptake in roots of four sunflower genotypes

inferredcites →https://doi.org/10.1201/b10345openalex-snapshot

Exploratory Multivariate Analysis by Example Using R

inferredcites →https://doi.org/10.1201/b21874openalex-snapshot

Exploratory Multivariate Analysis by Example Using R

inferredcites →https://doi.org/10.1371/journal.pone.0045249openalex-snapshot

A Gene-Phenotype Network Based on Genetic Variability for Drought Responses Reveals Key Physiological Processes in Controlled and Natural Environments

inferredcites →https://doi.org/10.1371/journal.pone.0097047openalex-snapshot

High-Throughput Phenotyping to Detect Drought Tolerance QTL in Wild Barley Introgression Lines

inferredcites →https://doi.org/10.1371/journal.pone.0101218openalex-snapshot

Genetic Control of Water Use Efficiency and Leaf Carbon Isotope Discrimination in Sunflower (Helianthus annuus L.) Subjected to Two Drought Scenarios

inferredcites →https://doi.org/10.1371/journal.pone.0146385openalex-snapshot

Assessment of the Potential Impacts of Wheat Plant Traits across Environments by Combining Crop Modeling and Global Sensitivity Analysis

inferredcites →https://doi.org/10.1371/journal.pone.0157522openalex-snapshot

Transcriptome Analysis of Sunflower Genotypes with Contrasting Oxidative Stress Tolerance Reveals Individual- and Combined- Biotic and Abiotic Stress Tolerance Mechanisms

inferredcites →https://doi.org/10.1534/genetics.109.105429openalex-snapshot

Simulating the Yield Impacts of Organ-Level Quantitative Trait Loci Associated With Drought Response in Maize: A “Gene-to-Phenotype” Modeling Approach

inferredcites →https://doi.org/10.2134/agronj2003.0032openalex-snapshot

Genetic Coefficients in the CROPGRO–Soybean Model

inferredcites →https://doi.org/10.2134/agronj2003.0099openalex-snapshot

Evaluating Plant Breeding Strategies by Simulating Gene Action and Dryland Environment Effects

inferredcites →https://doi.org/10.2134/agronj2008.0139sopenalex-snapshot

AquaCrop—The FAO Crop Model to Simulate Yield Response to Water: I. Concepts and Underlying Principles

inferredcites →https://doi.org/10.2788/94128openalex-snapshot

Mapping Soil Properties for Europe – Spatial Representation of Soil Database Attributes

inferredcites →https://doi.org/10.32614/r.manualsopenalex-snapshot

R: A Language and Environment for Statistical Computing

inferredcites →https://doi.org/10.3389/fpls.2016.01873openalex-snapshot

Optimization of Allelic Combinations Controlling Parameters of a Peach Quality Model

inferredcites →https://doi.org/10.3389/fpls.2017.01976openalex-snapshot

Biomass Allocation Patterns Are Linked to Genotypic Differences in Whole-Plant Transpiration Efficiency in Sunflower

inferredcites →https://doi.org/10.3390/ijms131114086openalex-snapshot

Arabidopsis RIBA Proteins: Two out of Three Isoforms Have Lost Their Bifunctional Activity in Riboflavin Biosynthesis

inferredcites →https://doi.org/10.5220/0006126404590467openalex-snapshot

Model-based Segmentation of 3D Point Clouds for Phenotyping Sunflower Plants

inferredcites →https://doi.org/10.5511/plantbiotechnology.13.0905bopenalex-snapshot

ATL54, a ubiquitin ligase gene related to secondary cell wall formation, is transcriptionally regulated by MYB46

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/s11306-019-1515-4openalex-snapshot

Metabolomic characterization of sunflower leaf allows discriminating genotype groups or stress levels with a minimal set of metabolic markers

inferred← citeshttps://doi.org/10.1016/j.dib.2018.10.045openalex-snapshot

Data describing the eco-physiological responses of twenty-four sunflower genotypes to water deficit

inferred← citeshttps://doi.org/10.70675/6ea29acazbfa1z4099z8e47z6fdb5ba4bcbfopenalex-snapshot

Analyse écophysiologique et modélisation dynamique des intéractions génotype x environnement x conduite de culture chez le soja

inferred← citeshttps://doi.org/10.70675/f5844c70z1439z459azb4cbz809345e3a787openalex-snapshot

Caractérisation génétique, moléculaire et physiologique du locus Or7 de résistance à Orobanche cumana chez le tournesol

inferred← citeshttps://doi.org/10.70675/fee9a365z3ea1z488bz935czccae15800030openalex-snapshot

Modélisation 3D et suivi visuel pour caractériser le phénotype de variétés de tournesol

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