Ecological niche modelling as a tool to identify candidate indigenous chicken ecotypes of Tigray (Ethiopia)

Gebru, Gebreslassie; Belay, Gurja; Vallejo-Trujillo, Adriana; Dessie, Tadelle; Gheyas, Almas; Hanotte, Olivier

Abstract

The Tigray region is an ancient entry route for the domestic chickens into Africa. The oldest African chicken bones were found in this region at Mezber, a pre-Aksumite rural farming settlement. They were dated to around 800–400 BCE. Since then, the farming communities of the region have integrated chicken into their livelihoods. The region is also recognised for its high chicken-to-human population ratio and diverse and complex geography, ranging from 500 to 4,000 m above sea level (m.a.s.l.). More than 15 agro-ecological zones have been described. Following exotic chicken introductions, the proportion of indigenous chicken is now 70% only in the region. It calls for the characterisation of indigenous Tigrayan chicken ecotypes and their habitats. This study reports an Ecological Niche Modelling using MaxEnt to characterise the habitats of 16 indigenous village chicken populations of Tigray. A total of 34 ecological and landscape variables: climatic (22), soil (eight), vegetation, and land cover (four), were included. We applied Principal Component Analysis correlation, and MaxentVariableSelection procedures to select the most contributing and uncorrelated variables. The selected variables were three climatic (bio5 = maximum temperature of the warmest month, bio8 = mean temperature of the wettest quarter, bio13 = precipitation of the wettest month), three vegetation and land cover (grassland, forest land, and cultivated land proportional areas), and one soil (clay content). Following our analysis, we identified four main chicken agro-ecologies defining four candidates indigenous Tigrayan chicken ecotypes. The study provides baseline information for phenotypic and genetic characterisation as well as conservation interventions of indigenous Tigrayan chickens.

Citation

Gebru, G., Belay, G., Vallejo-Trujillo, A., Dessie, T., Gheyas, A., & Hanotte, O. (2022). Ecological niche modelling as a tool to identify candidate indigenous chicken ecotypes of Tigray (Ethiopia). Frontiers in Genetics, 13, Article 968961. https://doi.org/10.3389/fgene.2022.968961

• Journal Article Type: Article
• Acceptance Date: Sep 12, 2022
• Online Publication Date: Sep 30, 2022
• Publication Date: Sep 30, 2022
• Deposit Date: Dec 12, 2022
• Publicly Available Date: Dec 14, 2022
• Journal: Frontiers in Genetics
• Electronic ISSN: 1664-8021
• Peer Reviewed: Peer Reviewed
• Volume: 13
• Article Number: 968961
• DOI: https://doi.org/10.3389/fgene.2022.968961
• Keywords: Genetics, habitat, MaxEnt, climate, agro-ecology, poultry, Tigray
• Public URL: https://nottingham-repository.worktribe.com/output/12598222
• Publisher URL: https://www.frontiersin.org/articles/10.3389/fgene.2022.968961/full