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United States Department of Agriculture-Agricultural Research Service / University of Nebraska-Lincoln: Faculty Publications
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Unmanned Aerial System And Satellite-Based High Resolution Imagery For High-Throughput Phenotyping In Dry Bean, Sindhu Sankaran, Juan José Quirós, Phillip N. Miklas
Unmanned Aerial System And Satellite-Based High Resolution Imagery For High-Throughput Phenotyping In Dry Bean, Sindhu Sankaran, Juan José Quirós, Phillip N. Miklas
United States Department of Agriculture-Agricultural Research Service / University of Nebraska-Lincoln: Faculty Publications
Dry bean breeding programs are crucial to improve the productivity and resistance to biotic and abiotic stress. Phenotyping is a key process in breeding that refers to crop trait evaluation. In recent years, high-throughput plant phenotyping methods are being developed to increase the accuracy and efficiency for crop trait evaluations. In this study, aerial imagery at different resolutions were evaluated to phenotype crop performance and phenological traits using genotypes from two breeding panels, Durango Diversity Panel (DDP) and Andean Diversity Panel (ADP). The unmanned aerial system (UAS) based multispectral and thermal data were collected for two seasons at multiple time …