Developing a machine learning based cotton yield estimation framework using multi-temporal UAS data

A Ashapure, J Jung, A Chang, S Oh, J Yeom… - ISPRS Journal of …, 2020 - Elsevier
In this research a machine learning framework was developed for cotton yield estimation
using multi-temporal remote sensing data collected from unmanned aircraft system (UAS) …

Effects of plant density on cotton yield components and quality

X Zhi, Y Han, Y Li, G Wang, W Du, X Li, S Mao… - Journal of Integrative …, 2016 - Elsevier
Yield and fiber quality of cotton even varies within locules in a boll, but it is not clear how
yield components and quality parameters are altered across seed positions of a locule …

Plant density influences reproductive growth, lint yield and boll spatial distribution of cotton

N Khan, Y Han, F Xing, L Feng, Z Wang, G Wang… - Agronomy, 2019 - mdpi.com
The number of cotton plants grown per unit of ground area has gained attention due to the
high prices of inputs and lower production. Cotton yield per unit of area in Henan province …

Quantitative genomics-enabled selection for simultaneous improvement of lint yield and seed traits in cotton (Gossypium hirsutum L.)

Z Li, QH Zhu, P Moncuquet, I Wilson… - Theoretical and Applied …, 2024 - Springer
Key message A Bayesian linkage disequilibrium-based multiple-locus mixed model
identified QTLs for fibre, seed and oil traits and predicted breeding worthiness of test lines …

Are yarn quality prediction tools useful in the breeding of high yielding and better fibre quality cotton (Gossypium hirsutum L.)?

S Liu, S Gordon, W Stiller - Journal of Cotton Research, 2023 - Springer
Background The approach of directly testing yarn quality to define fibre quality breeding
objectives and progress the selection is attractive but difficult when considering the need for …

Impact of intra‐boll yield components on lint production per boll and fiber quality in advanced cotton breeding lines

G Virk, JL Snider, P Chee, S Virk, D Jones - Crop Science, 2024 - Wiley Online Library
Cotton (Gossypium hirsutum L.) lint yield and fiber quality are associated with various yield
components. Research efforts addressing intra‐boll yield component contributors to lint …

Genotypic and environmental contributions to lint yield, yield components, and fiber quality in upland cotton from Arkansas variety trials over a 19‐year period

G Virk, JL Snider, F Bourland - Crop Science, 2023 - Wiley Online Library
Lint yields and their underlying yield components can be substantially influenced by
genotype and environment. Thus, the objectives of the current study were to quantify …

The Immature Fiber Mutant Phenotype of Cotton (Gossypium hirsutum) Is Linked to a 22-bp Frame-Shift Deletion in a Mitochondria Targeted Pentatricopeptide …

GN Thyssen, DD Fang, L Zeng, X Song… - G3: Genes …, 2016 - academic.oup.com
Cotton seed trichomes are the most important source of natural fibers globally. The major
fiber thickness properties influence the price of the raw material, and the quality of the …

Early generation selection strategies for breeding better combinations of cotton yield and fibre quality

JD Clement, GA Constable, WN Stiller, SM Liu - Field Crops Research, 2015 - Elsevier
This research investigated the use of elite parents and breeding selection strategies for
reducing the negative association between cotton yield and fibre quality. Three populations …

Conventional cotton breeding

F Bourland, GO Myers - Cotton, 2015 - Wiley Online Library
Most of the current principles used in conventional cotton (Gossypium hirsutum L.) breeding
programs are similar to those used over the past half century, but techniques and …