Genome-wide association mapping for high temperature tolerance in wheat through 90k SNP array using physiological and yield traits

• Hafiz Ghulam Muhu-Din Ahmed ,

  Roles Conceptualization, Data curation, Methodology, Project administration, Validation, Writing – original draft

  * E-mail: ghulam.muhudin@iub.edu.pk (HGMA); zengyw1967@126.com (YZ)

  Affiliation Department of Plant Breeding and Genetics, Faculty of Agriculture and Environment, The Islamia University of Bahawalpur, Pakistan

  https://orcid.org/0000-0001-9104-3791

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• Muhammad Naeem,

  Roles Investigation, Software

  Affiliation Department of Plant Breeding and Genetics, Faculty of Agriculture and Environment, The Islamia University of Bahawalpur, Pakistan

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• Yawen Zeng ,

  Roles Funding acquisition, Investigation, Validation, Writing – review & editing

  * E-mail: ghulam.muhudin@iub.edu.pk (HGMA); zengyw1967@126.com (YZ)

  Affiliation Biotechnology and Germplasm Resources Institute, Yunnan Academy of Agricultural Sciences, Kunming, China

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• Muhammad Abdul Rehman Rashid,

  Roles Data curation, Investigation, Resources, Visualization

  Affiliation Department of Bioinformatics and Biotechnology, Government College University Faisalabad, Pakistan

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• Aziz Ullah,

  Roles Formal analysis

  Affiliation Department of Plant Breeding and Genetics, University of Sargodha, Sargodha, Pakistan

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• Amjad Saeed,

  Roles Conceptualization, Methodology, Validation, Visualization

  Affiliation Department of Forestry Range and Wildlife Management, Faculty of Agriculture and Environment, The Islamia University of Bahawalpur, Bahawalpur, Pakistan

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• Abdul Qadeer

  Roles Data curation, Resources, Validation

  Affiliation Soil Fertility and Plant Nutrition Laboratory, Institute of Soil and Environmental Sciences, University of Agriculture Faisalabad, Faisalabad, Pakistan

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