Combining biophysical parameters, spectral indices and multivariate hyperspectral models for estimating yield and water productivity of spring wheat across different agronomic practices

• Salah El-Hendawy ,

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

  * E-mail: mosalah@ksu.edu.sa

  Affiliations Department of Plant Production, College of Food and Agriculture Sciences, King Saud University, Riyadh, Saudi Arabia, Department of Agronomy, Faculty of Agriculture, Suez Canal University, Ismailia, Egypt

  http://orcid.org/0000-0002-8104-3410

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• Nasser Al-Suhaibani,

  Roles Data curation, Formal analysis, Methodology, Resources

  Affiliation Department of Plant Production, College of Food and Agriculture Sciences, King Saud University, Riyadh, Saudi Arabia

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• Salah Elsayed,

  Roles Formal analysis, Investigation, Software, Visualization, Writing – original draft

  Affiliation Evaluation of Natural Resources Department, Environmental Studies and Research Institute, Sadat City University, Menoufia, Egypt

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• Yahya Refay,

  Roles Data curation, Formal analysis, Funding acquisition, Methodology, Resources

  Affiliation Department of Plant Production, College of Food and Agriculture Sciences, King Saud University, Riyadh, Saudi Arabia

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• Majed Alotaibi,

  Roles Data curation, Funding acquisition, Methodology, Resources

  Affiliation Department of Plant Production, College of Food and Agriculture Sciences, King Saud University, Riyadh, Saudi Arabia

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• Yaser Hassan Dewir,

  Roles Data curation, Funding acquisition, Methodology, Resources, Visualization

  Affiliations Department of Plant Production, College of Food and Agriculture Sciences, King Saud University, Riyadh, Saudi Arabia, Department of Horticulture, Faculty of Agriculture, Kafrelsheikh University, Kafr El Sheikh, Egypt

  http://orcid.org/0000-0002-5174-8137

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• Wael Hassan,

  Roles Data curation, Formal analysis, Funding acquisition, Methodology, Software, Validation

  Affiliations Department of Biology, College of Science and Humanities at Quwayiah, Shaqra University, Riyadh, Saudi Arabia, Department of Agricultural Botany, Faculty of Agriculture, Suez Canal University, Ismailia, Egypt

  http://orcid.org/0000-0002-5471-9606

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• Urs Schmidhalter

  Roles Conceptualization, Formal analysis, Methodology, Software, Supervision, Visualization

  Affiliation Chair of Plant Nutrition, Department of Plant Sciences, Technical University of Munich, Freising-Weihenstephan, Freising, Germany

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