Crop phenomics and high-throughput phenoty**: past decades, current challenges, and future perspectives

W Yang, H Feng, X Zhang, J Zhang, JH Doonan… - Molecular plant, 2020 - cell.com
Since whole-genome sequencing of many crops has been achieved, crop functional
genomics studies have stepped into the big-data and high-throughput era. However …

Enhancing the rate of genetic gain in public-sector plant breeding programs: lessons from the breeder's equation

JN Cobb, RU Juma, PS Biswas, JD Arbelaez… - Theoretical and applied …, 2019 - Springer
Key message The integration of new technologies into public plant breeding programs can
make a powerful step change in agricultural productivity when aligned with principles of …

UAV-based multi-sensor data fusion and machine learning algorithm for yield prediction in wheat

S Fei, MA Hassan, Y ** have provided plant
breeders with affordable and efficient tools for evaluating a large number of genotypes for …

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 …

[HTML][HTML] Breeder friendly phenoty**

M Reynolds, S Chapman, L Crespo-Herrera, G Molero… - Plant Science, 2020 - Elsevier
The word phenoty** can nowadays invoke visions of a drone or phenocart moving swiftly
across research plots collecting high-resolution data sets on a wide array of traits. This has …

Genomic selection: A tool for accelerating the efficiency of molecular breeding for development of climate-resilient crops

N Budhlakoti, AK Kushwaha, A Rai… - Frontiers in …, 2022 - frontiersin.org
Since the inception of the theory and conceptual framework of genomic selection (GS),
extensive research has been done on evaluating its efficiency for utilization in crop …

Breeding for drought and heat tolerance in wheat

P Langridge, M Reynolds - Theoretical and Applied Genetics, 2021 - Springer
Key message Many approaches have been adopted to enhance the heat and drought
tolerance of wheat with mixed success. An assessment of the relative merits of different …