Phenotyping seedlings for selection of root system architecture in alfalfa (Medicago sativa L.)

Keyphrases

• Alfalfa 100%
• Medicago Sativa 100%
• Root System Architecture 100%
• Root System 40%
• High-throughput 20%
• Carbohydrates 20%
• Germplasm 20%
• Reduced Time 20%
• Biomass Production 20%
• Nutrient Uptake 20%
• Root Architecture 20%
• Elite Germplasm 20%
• Root Traits 20%
• Selection Strategy 20%
• Genetic Gain 20%
• Alfalfa Plant 20%
• Nitrogen Fixation 20%
• Phenotypic Methods 20%
• Biomass Yield 20%
• Environmental Conditions 20%
• Environmental Variability 20%
• Two-parameter 20%
• Regrowth 20%
• Phenotypic Selection 20%
• Secondary Roots 20%
• Seedling Root 20%
• Water Uptake 20%
• Root Length 20%
• Root number 20%
• Heritability Analysis 20%
• Breeding Cycle 20%
• Alfalfa Seeds 20%
• Flatbed Scanner 20%
• Human Error 20%
• Fibrous Roots 20%
• Germplasm Selection 20%
• Root Phenotyping 20%
• Rooted Plants 20%
• Two-machine 20%
• WinRHIZO 20%
• Gradient Boosting Machine 20%
• Machine Learning Algorithm Random Forest 20%

Agricultural and Biological Sciences

• Medicago sativa 100%
• Root System 100%
• Germplasm 33%
• Branches 22%
• Spring 11%
• Fibrous Roots 11%
• Nutrient Uptake 11%
• Heritability 11%
• Regrowth 11%
• Water Uptake 11%
• Nitrogen Assimilation 11%
• Biomass Production 11%
• Nitrogen Fixation 11%