AIMC Topic: Botany
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Deep Learning for Plant Stress Phenotyping: Trends and Future Perspectives.
Trends in plant science
Aug 10, 2018
Deep learning (DL), a subset of machine learning approaches, has emerged as a versatile tool to assimilate large amounts of heterogeneous data and provide reliable predictions of complex and uncertain phenomena. These tools are increasingly being use...
Optical topometry and machine learning to rapidly phenotype stomatal patterning traits for maize QTL mapping.
Plant physiology
Nov 3, 2021
Stomata are adjustable pores on leaf surfaces that regulate the tradeoff of CO2 uptake with water vapor loss, thus having critical roles in controlling photosynthetic carbon gain and plant water use. The lack of easy, rapid methods for phenotyping ep...
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