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 …

Association map** in plants in the post-GWAS genomics era

PK Gupta, PL Kulwal, V Jaiswal - Advances in genetics, 2019 - Elsevier
With the availability of DNA-based molecular markers during early 1980s and that of
sophisticated statistical tools in late 1980s and later, it became possible to identify genomic …

CRISPR‐induced miRNA156‐recognition element mutations in TaSPL13 improve multiple agronomic traits in wheat

A Gupta, L Hua, Z Zhang, B Yang… - Plant Biotechnology …, 2023 - Wiley Online Library
Increase in grain yield is always a major objective of wheat genetic improvement. The
SQUAMOSA promoter‐binding protein‐like (SPL) genes, coding for a small family of diverse …

Omics approaches revealed how arbuscular mycorrhizal symbiosis enhances yield and resistance to leaf pathogen in wheat

V Fiorilli, C Vannini, F Ortolani, D Garcia-Seco… - Scientific Reports, 2018 - nature.com
Besides improved mineral nutrition, plants colonised by arbuscular mycorrhizal (AM) fungi
often display increased biomass and higher tolerance to biotic and abiotic stresses …

Image-based phenoty** of seed architectural traits and prediction of seed weight using machine learning models in soybean

NT Duc, A Ramlal, A Rajendran, D Raju… - Frontiers in Plant …, 2023 - frontiersin.org
Among seed attributes, weight is one of the main factors determining the soybean harvest
index. Recently, the focus of soybean breeding has shifted to improving seed size and …

Silicon-rich amendments in rice paddies: Effects on arsenic uptake and biogeochemistry

MA Limmer, J Mann, DC Amaral, R Vargas… - Science of the Total …, 2018 - Elsevier
An emerging approach to limit rice uptake and grain As targets the shared root-uptake
pathway between As (III) and Si. We amended rice paddy mesocosms with Si-rich rice …

AIseed: An automated image analysis software for high-throughput phenoty** and quality non-destructive testing of individual plant seeds

K Tu, W Wu, Y Cheng, H Zhang, Y Xu, X Dong… - … and Electronics in …, 2023 - Elsevier
Seed quality is the key to seedling development, which affects field yield. Researchers,
breeders, and processors may need to investigate seed quality on a large scale, which …

[HTML][HTML] Impact of Terminal Heat and Combined Heat-Drought Stress on Plant Growth, Yield, Grain Size, and Nutritional Quality in Chickpea (Cicer arietinum L.)

A Benali, N El Haddad, SB Patil, A Goyal, K Hejjaoui… - Plants, 2023 - mdpi.com
Chickpea is the third most consumed pulse and provides a kit of essential nutrients for an
exponential population. High temperatures and drought stress are two major abiotic stresses …

High throughput phenoty** for various traits on soybean seeds using image analysis

JH Baek, E Lee, N Kim, SL Kim, I Choi, H Ji, YS Chung… - Sensors, 2020 - mdpi.com
Data phenoty** traits on soybean seeds such as shape and color has been obscure
because it is difficult to define them clearly. Further, it takes too much time and effort to have …

Evaluation of the SeedCounter, a mobile application for grain phenoty**

E Komyshev, M Genaev, D Afonnikov - Frontiers in plant science, 2017 - frontiersin.org
Grain morphometry in cereals is an important step in selecting new high-yielding plants.
Manual assessment of parameters such as the number of grains per ear and grain size is …