Stability indices to deciphering the genotype-by-environment interaction (GEI) effect: An applicable review for use in plant breeding programs
Experiments measuring the interaction between genotypes and environments measure the
spatial (eg, locations) and temporal (eg, years) separation and/or combination of these …
spatial (eg, locations) and temporal (eg, years) separation and/or combination of these …
Accelerating crop genetic gains with genomic selection
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 …
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
Wheat improvement programs require rapid assessment of large numbers of individual plots
across multiple environments. Vegetation indices (VIs) that are mainly associated with yield …
across multiple environments. Vegetation indices (VIs) that are mainly associated with yield …
Ear density estimation from high resolution RGB imagery using deep learning technique
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 …
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
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 …
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
Significantly improved crop varieties are urgently needed to feed the rapidly growing human
population under changing climates. While genome sequence information and excellent …
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
Background Although draft genomes are available for most agronomically important plant
species, the majority are incomplete, highly fragmented, and often riddled with assembly …
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
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 …
Here we present a comprehensive study of maize metabolism, combining genetic …
[图书][B] Genetic data analysis for plant and animal breeding
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 …
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 …
relevant growing conditions. In this light, we developed a novel system for phenotyping …