Combining UAV-RGB high-throughput field phenotyping and genome-wide association study to reveal genetic variation of rice germplasms in dynamic response to drought stress.

Jiang, Zhao; Tu, Haifu; Bai, Baowei; Yang, Chenghai; Zhao, Biquan; Guo, Ziyue; Liu, Qian; Zhao, Hu; Yang, Wanneng; Xiong, Lizhong; Zhang, Jian

Jiang, Zhao; Tu, Haifu; Bai, Baowei; Yang, Chenghai; Zhao, Biquan; Guo, Ziyue; Liu, Qian; Zhao, Hu; Yang, Wanneng; Xiong, Lizhong; Zhang, Jian.

Afiliação

Jiang Z; Macro Agriculture Research Institute, College of Resource and Environment, Huazhong Agricultural University, Wuhan, 430070, China.
Tu H; National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan), Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, China.
Bai B; National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan), Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, China.
Yang C; Aerial Application Technology Research Unit, USDA-Agricultural Research Service, College Station, TX, 77845, USA.
Zhao B; School of Natural Resources, University of Nebraska-Lincoln, Lincoln, NE, 68583-0988, USA.
Guo Z; Department of Biological Systems Engineering, University of Nebraska-Lincoln, Lincoln, NE, 68583-0726, USA.
Liu Q; Macro Agriculture Research Institute, College of Resource and Environment, Huazhong Agricultural University, Wuhan, 430070, China.
Zhao H; National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan), Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, China.
Yang W; National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan), Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, China.
Xiong L; National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan), Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, China.
Zhang J; National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan), Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, China.

New Phytol ; 232(1): 440-455, 2021 10.

Article em En | MEDLINE | ID: mdl-34165797

Assuntos

Oryza; Secas; Variação Genética; Estudo de Associação Genômica Ampla; Oryza/genética; Melhoramento Vegetal

Palavras-chave

GWAS; deep convolutional neural networks (DCNNs); drought stress; leaf-rolling score; plant water content; unmanned aerial vehicle (UAV)

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Oryza Tipo de estudo: Prognostic_studies / Risk_factors_studies Idioma: En Ano de publicação: 2021 Tipo de documento: Article

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