ReviewPlants (Basel, Switzerland)2021
Quinoa Phenotyping Methodologies: An International Consensus.
Review in Plants (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.
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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.
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Who cites it
29 citing papers in PubMed.
- Is quinoa-farming sustainable in marginal environments? Social, economical and environmental aspects.Journal of the science of food and agriculture · 2026Review
- Genomic prediction in quinoa across contrasting environments using statistical and machine learning models.The plant genome · 2026Article
- Evaluation of quinoa (Chenopodium quinoa Willd.) genotypes using genotype by trait (GT) and genotype by yield × trait (GYT) methods.Scientific reports · 2026Article
- Characterization and Agromorphological Variation in 27 Accessions ofPlants (Basel, Switzerland) · 2026Article
- Agromorphological Characterization of Quinoa (Plants (Basel, Switzerland) · 2025Article
- Wild relatives to improve heat tolerance of cultivated quinoa (Chenopodium quinoa): pollen viability and grain number.Journal of experimental botany · 2025Article
- Investigating the bHLH transcription factor TSARL1 as marker and regulator of saponin biosynthesis in Chenopodium quinoa.Journal of the science of food and agriculture · 2025Article
- New crops on the block: effective strategies to broaden our food, fibre, and fuel repertoire in the face of increasingly volatile agricultural systems.Journal of experimental botany · 2025Review
- Effects of Defoliation Timing and Intensity on Yield Components and Grain Quality of Quinoa (Plants (Basel, Switzerland) · 2025Article
- Optimizing Mask R-CNN for enhanced quinoa panicle detection and segmentation in precision agriculture.Frontiers in plant science · 2025Article
- Genetic and environmental influences on fatty acid and tocopherol diversity in quinoa germplasm.Frontiers in plant science · 2025Article
- Optimization of Breeding Tools in Quinoa (Plants (Basel, Switzerland) · 2024Article
- Genome assembly of a diversity panel of Chenopodium quinoa.Scientific data · 2024Article
- Exploring the Correlation Between Salt Tolerance and Seed Nutritional Value of Different Quinoa Genotypes Grown Under Saharan Climatic Conditions.Plants (Basel, Switzerland) · 2024Article
- Early Flowering and Maturity Promote the Successful Adaptation and High Yield of Quinoa (Plants (Basel, Switzerland) · 2024Article
- Mitigation of Drought Stress for Quinoa (Plants (Basel, Switzerland) · 2024Article
- Preharvest Sprouting in Quinoa: A New Screening Method Adapted to Panicles and GWAS Components.Plants (Basel, Switzerland) · 2024Article
- Stability and adaptability of grain yield in quinoa genotypes in four locations of Iran.Frontiers in plant science · 2024Article
- Empirical phenotyping and genome-wide association study reveal the association of panicle architecture with yield inFrontiers in microbiology · 2024Article
- Challenges and Perspectives for Integrating Quinoa into the Agri-Food System.Plants (Basel, Switzerland) · 2023Review
Corrections and comments
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Authors and funding
28 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Quinoa is a crop originating in the Andes but grown more widely and with the genetic potential for significant further expansion. Due to the phenotypic plasticity of quinoa, varieties need to be assessed across years and multiple locations. To improve comparability among field trials across the globe and to facilitate collaborations, components of the trials need to be kept consistent, including the type and methods of data collected. Here, an internationally open-access framework for phenotyping a wide range of quinoa features is proposed to facilitate the systematic agronomic, physiological and genetic characterization of quinoa for crop adaptation and improvement. Mature plant phenotyping is a central aspect of this paper, including detailed descriptions and the provision of phenotyping cards to facilitate consistency in data collection. High-throughput methods for multi-temporal phenotyping based on remote sensing technologies are described. Tools for higher-throughput post-harvest phenotyping of seeds are presented. A guideline for approaching quinoa field trials including the collection of environmental data and designing layouts with statistical robustness is suggested. To move towards developing resources for quinoa in line with major cereal crops, a database was created. The Quinoa Germinate Platform will serve as a central repository of data for quinoa researchers globally.
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Registered trials
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.