Multitrait machine‐ and deep‐learning models for genomic selection using spectral information in a wheat breeding program
Author:
Affiliation:
1. Department of Crop and Soil Sciences WA State University Pullman WA 99164 USA
2. School of Electrical Engineering and Computer Science WA State University Pullman WA 99164 USA
Publisher
Wiley
Subject
Plant Science,Agronomy and Crop Science,Genetics
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1002/tpg2.20119
Reference68 articles.
1. Use of Hyperspectral Image Data Outperforms Vegetation Indices in Prediction of Maize Yield
2. Deep learning for computational biology
3. Spectral Reflectance to Estimate Genetic Variation for In-Season Biomass, Leaf Chlorophyll, and Canopy Temperature in Wheat
4. Mid-season prediction of grain yield and protein content of spring barley cultivars using high-throughput spectral sensing
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