Stability indices to deciphering the genotype-by-environment interaction (GEI) effect: An applicable review for use in plant breeding programs

A Pour-Aboughadareh, M Khalili, P Poczai, T Olivoto - Plants, 2022 - mdpi.com
Experiments measuring the interaction between genotypes and environments measure the
spatial (eg, locations) and temporal (eg, years) separation and/or combination of these …

Accelerating crop genetic gains with genomic selection

KP Voss-Fels, M Cooper, BJ Hayes - Theoretical and Applied Genetics, 2019 - Springer
Key message Genomic prediction based on additive genetic effects can accelerate genetic
gain. There are opportunities for further improvement by including non-additive effects that …

A rapid monitoring of NDVI across the wheat growth cycle for grain yield prediction using a multi-spectral UAV platform

MA Hassan, M Yang, A Rasheed, G Yang, M Reynolds… - Plant science, 2019 - Elsevier
Wheat improvement programs require rapid assessment of large numbers of individual plots
across multiple environments. Vegetation indices (VIs) that are mainly associated with yield …

Ear density estimation from high resolution RGB imagery using deep learning technique

S Madec, X Jin, H Lu, B De Solan, S Liu… - Agricultural and forest …, 2019 - Elsevier
Wheat ear density estimation is an appealing trait for plant breeders. Current manual
counting is tedious and inefficient. In this study we investigated the potential of convolutional …

High-throughput phenotyping of plant height: comparing unmanned aerial vehicles and ground LiDAR estimates

S Madec, F Baret, B De Solan, S Thomas… - Frontiers in plant …, 2017 - frontiersin.org
The capacity of LiDAR and Unmanned Aerial Vehicles (UAVs) to provide plant height
estimates as a high-throughput plant phenotyping trait was explored. An experiment over …

Dissecting the phenotypic components of crop plant growth and drought responses based on high-throughput image analysis

D Chen, K Neumann, S Friedel, B Kilian, M Chen… - The plant …, 2014 - academic.oup.com
Significantly improved crop varieties are urgently needed to feed the rapidly growing human
population under changing climates. While genome sequence information and excellent …

Single-molecule sequencing and optical mapping yields an improved genome of woodland strawberry (Fragaria vesca) with chromosome-scale contiguity

PP Edger, R VanBuren, M Colle, TJ Poorten… - …, 2018 - academic.oup.com
Background Although draft genomes are available for most agronomically important plant
species, the majority are incomplete, highly fragmented, and often riddled with assembly …

Metabolome-based genome-wide association study of maize kernel leads to novel biochemical insights

W Wen, D Li, X Li, Y Gao, W Li, H Li, J Liu, H Liu… - Nature …, 2014 - nature.com
Plants produce a variety of metabolites that have a critical role in growth and development.
Here we present a comprehensive study of maize metabolism, combining genetic …

[图书][B] Genetic data analysis for plant and animal breeding

F Isik, J Holland, C Maltecca - 2017 - Springer
We wrote this book to fill the gap between textbooks of quantitative genetic theory and
software manuals that provide details on analytical methods but little context or perspective …

Development and evaluation of a field-based high-throughput phenotyping platform

P Andrade-Sanchez, MA Gore, JT Heun… - Functional Plant …, 2013 - CSIRO Publishing
Physiological and developmental traits that vary over time are difficult to phenotype under
relevant growing conditions. In this light, we developed a novel system for phenotyping …