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Related Experiment Video

Updated: Jun 17, 2026

Method to Produce Durable Pellets at Lower Energy Consumption Using High Moisture Corn Stover and a Corn Starch Binder in a Flat Die Pellet Mill

Method to Produce Durable Pellets at Lower Energy Consumption Using High Moisture Corn Stover and a Corn Starch Binder in a Flat Die Pellet Mill

Published on: June 15, 2016

Grain protein and yield stability study in rainfed durum wheat RILs.

Sina Ghanbari^1,2, Kianoosh Cheghamirza^3,4, Leila Zarei^1,5

¹Plant Production and Genetics Department, Razi University, Kermanshah, Iran.

Scientific Reports

|June 15, 2026

Summary

This summary is machine-generated.

This study identified promising durum wheat lines for stable grain yield in rainfed conditions. Line ZD-050 exhibited high yield and broad adaptability, making it ideal for breeding programs.

Keywords:

Triticum turgidum AMMI method Genotype × Environment interaction Stability analysis

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Last Updated: Jun 17, 2026

Method to Produce Durable Pellets at Lower Energy Consumption Using High Moisture Corn Stover and a Corn Starch Binder in a Flat Die Pellet Mill

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Published on: January 25, 2022

Area of Science:

Agricultural Science
Plant Breeding
Genetics

Background:

Developing durum wheat cultivars with stable grain yield across diverse environments is crucial.
Rainfed agriculture faces challenges from environmental heterogeneity, impacting crop productivity.
Durum wheat breeding requires stable genotypes for consistent performance.

Purpose of the Study:

Evaluate recombinant inbred lines (RILs) for grain yield (GY) and grain protein content (GPC) stability.
Identify promising durum wheat genotypes for rainfed environments in Italy and Iran.
Assess genotype x environment interactions for GY and GPC.

Main Methods:

Evaluated 118 RILs from a cross between Triticum durum and T. turanicum.
Utilized combined analysis of variance to assess genotype, environment, and interaction effects.
Applied parametric, non-parametric, AMMI, and GGE biplot methods for stability analysis.

Main Results:

Significant genotype, environment, and interaction effects were observed for GY and GPC (p < 0.01).
Line ZD-050 demonstrated the highest GY (3.91 t ha⁻¹), while ZD-032 had the highest GPC (14.27%).
ZD-050 was identified as a promising genotype for yield stability and broad adaptation using multiple analytical approaches.

Conclusions:

Line ZD-050 is an optimal candidate for breeding programs focused on yield stability under rainfed conditions.
The study highlights the importance of genotype x environment interactions in durum wheat breeding.
Selected RILs show potential for improving durum wheat performance in challenging environments.