Legume Research
Web of Science
  • Year: 2026
  • Volume: 49
  • Issue: 3

Adaptive Response of Chickpea Varieties with Diverse Breeding Pathways Across Six Contrasting Semi-arid Environments using AMMI and GGE Biplot Analysis

  • Author:
  • Fatiha Zine-Zikara12*, Fatma Zohra Bouras2, Wahiba Tiliouine1, Samia Hamdi-Daoud1, Amar Haireche3, Oussama Baghdadli3, Rabah Rahim3, Mohamed Réda Bououlcis3, Meriem Laouar2*
  • Total Page Count: 11
  • Page Number: 406 to 416

1INRAA, National Institute of Agronomic Research of Algeria, Biotechnology and Plant Breeding Division, Algiers, Algeria.

2ENSA, National Higher School of Agronomy-El Harrach, Laboratory of Integrated Improvement of Plant Productions (C2711100), Algiers, Algeria.

3OAIC, Algerian Inter professional Cereals Office, Algeria.

Corresponding Author: Fatiha Zine-Zikara, INRAA, National Institute of Agronomic Research of Algeria, Biotechnology and Plant Breeding Division, Algiers, Algeria Email: fatiha.zine.zikara@gmail.com

Meriem Laouar, ENSA, National Higher School of Agronomy-El Harrach, Laboratory of Integrated Improvement of Plant Productions (C2711100), Algiers, Algeria. Email: meriem.laouar@edu.ensa.dz

Abstract

This study aimed to evaluate the variety × environment interaction for high grain yields and stability of chickpea varieties with different breeding pathways, across six contrasting semi-arid environments.

During one cropping season, trials were conducted at the farmers’ fields. Ten genotypes were evaluated in a completely randomized block design, with three replicates in six semi-arid contrasting environments. Analysis of variance, AMMI and GGE biplot models were used.

Genetic variability of grain yield was strongly influenced by the environment that explained almost 26% of the total variance, whereas the GxE interaction explained 16%, highlighting the importance of genotype-specific adaptation. Two discriminating environments, E5 and E4 were selected. The introduced variety G8-IV showed excellent stability and high yield (1.32 t-ha-1), demonstrating its plasticity. Similarly, participatory variety G4-PS showed high stability despite its selection in a specific terroir, demonstrating a wider-than-expected capacity for adaptation. Conversely, some local varieties, such as G1-LV, showed narrower adaptation limited to environments such as E3. These elements allow breeding to be oriented towards the greater resilience of farming systems in the face of climatic variability.

Keywords

Additive main effects and multiplicative interaction (AMMI), Chickpea, Genotype plus genotype-by-environment interaction biplot (GGE), Semi-arid, Varieties pathway, Yield stability