Genome-wide association analysis of chickpea germplasms differing for salinity tolerance based on DArTseq markers

• Shaimaa Mahmoud Ahmed,

  Roles Conceptualization, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

  Affiliations Gene expression and regulation technology lab, Department of Plant Molecular Biology, Agricultural Genetic Engineering Research Institute, Agricultural Research Centre, Giza, Egypt, Department of Biodiversity and Crop Improvement, International Center for Agriculture Research in the Dry Areas, Agricultural Research Centre, Giza, Egypt

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• Alsamman Mahmoud Alsamman ,

  Roles Software, Writing – original draft, Writing – review & editing

  * E-mail: a.hamwieh@cgiar.org (AH); smahmoud@ageri.sci.eg (AMS)

  Affiliations Molecular Genetics and Genome Mapping, Agricultural Genetic Engineering Research Institute, Giza, Egypt, African Genome Center, Mohammed VI Polytechnic University, Ben Guerir, Morocco

  https://orcid.org/0000-0002-7765-5035

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• Abdulqader Jighly,

  Roles Data curation, Methodology, Software, Writing – original draft, Writing – review & editing

  Affiliation Agriculture Victoria, AgriBio, Centre for AgriBiosciences, Bundoora, VIC, Australia

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• Mohamed Hassan Mubarak,

  Roles Methodology, Resources, Writing – original draft, Writing – review & editing

  Affiliation Plant Production Department, Faculty of Environmental Agricultural Sciences, El-Arish, North Sinai, Egypt

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• Khaled Al-Shamaa,

  Roles Data curation, Methodology, Software, Writing – original draft

  Affiliation Geoinformatics & Research Data Management, International Center for Agriculture Research in the Dry Areas, Giza, Egypt

  https://orcid.org/0000-0002-7668-3798

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• Tawffiq Istanbuli,

  Roles Methodology, Resources, Writing – original draft, Writing – review & editing

  Affiliation Department of Biodiversity and Crop Improvement, International Center for Agriculture Research in the Dry Areas, Agricultural Research Centre, Giza, Egypt

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• Osama Ahmed Momtaz,

  Roles Methodology, Resources, Software, Writing – original draft, Writing – review & editing

  Affiliation Gene expression and regulation technology lab, Department of Plant Molecular Biology, Agricultural Genetic Engineering Research Institute, Agricultural Research Centre, Giza, Egypt

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• Achraf El Allali,

  Roles Funding acquisition, Resources, Writing – original draft, Writing – review & editing

  Affiliation African Genome Center, Mohammed VI Polytechnic University, Ben Guerir, Morocco

  https://orcid.org/0000-0002-4561-2161

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• Aladdin Hamwieh

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: a.hamwieh@cgiar.org (AH); smahmoud@ageri.sci.eg (AMS)

  Affiliation Department of Biodiversity and Crop Improvement, International Center for Agriculture Research in the Dry Areas, Agricultural Research Centre, Giza, Egypt

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