Molecular Mapping of Water-Stress Responsive Genomic Loci in Lettuce (<i>Lactuca</i> spp.) Using Kinetics Chlorophyll Fluorescence, Hyperspectral Imaging and Machine Learning.

Kumar, Pawan; Eriksen, Renee L; Simko, Ivan; Mou, Beiquan

Molecular Mapping of Water-Stress Responsive Genomic Loci in Lettuce (Lactuca spp.) Using Kinetics Chlorophyll Fluorescence, Hyperspectral Imaging and Machine Learning.

Kumar, Pawan; Eriksen, Renee L; Simko, Ivan; Mou, Beiquan.

Afiliación

Kumar P; Crop Improvement and Protection Research Unit, USDA-ARS, Salinas, CA, United States.
Eriksen RL; Forage Seed and Cereal Research Unit, USDA-ARS, Corvallis, OR, United States.
Simko I; Crop Improvement and Protection Research Unit, USDA-ARS, Salinas, CA, United States.
Mou B; Crop Improvement and Protection Research Unit, USDA-ARS, Salinas, CA, United States.

Front Genet ; 12: 634554, 2021.

Article en En | MEDLINE | ID: mdl-33679897

Palabras clave

QTL clusters; hyperspectral imaging; kinetic chlorophyll fluorescence; machine learning; neural network; random forest; vegetation index; water-stress

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Idioma: En Revista: Front Genet Año: 2021 Tipo del documento: Article País de afiliación: Estados Unidos

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