Hyperspectral reflectance data, plants traits and weights for trained model implemented in: "Data driven discovery and quantification of hyperspectral leaf reflectance phenotypes across a maize diversity panel." https://doi.org/10.1002/ppj2.20106

Name: Hyperspectral reflectance data, plants traits and weights for trained model implemented in: "Data driven discovery and quantification of hyperspectral leaf reflectance phenotypes across a maize diversity panel." https://doi.org/10.1002/ppj2.20106
Creator: Torres, Vladimir; Ganapathysubramanian, Baskar; J. Grove, Ryleigh; Grzybowski, Marcin W.; Ge, Yufeng; Jubery, Talukder Z.; Sun, Guangchao; V. Nishimwe, Aime; Tross, Michael C.; Schnable, James C.
Published: 2024-06-25T00:00:00+08:00

Figshare2024-06-25 更新2026-04-08 收录

植物高光谱表型

性状预测

数据链接：

https://figshare.com/articles/dataset/Hyperspectral_reflectance_data_molecular_and_weights_for_trained_model/24808491/4 数据链接链接失效反馈

官方服务：

资源简介：

Supplementary data for the paper: "Data driven discovery and quantification of hyperspectral leaf reflectance phenotypes across a maize diversity panel.""maize_2020_unl_reflectance_traits.csv " contains hyperspectral reflectance data and molecular traits for a maize diversity panel grown in Lincoln, Nebraska in 2020."weights.h5" are the weights of the autoencoder model used to reduce dimensionality of the hyperspectral reflectance data in this study."maize_2020_unl_reflectance_traits.csv" contains the latent variables/reduced dimensions of the hyperspectral reflectance data used in this study."maize_2020_2021_reflectance_traits,csv" contains hyperspectral reflectance, days to pollen and total grain mass (grams) data for a maize diversity panel grown in Lincoln, Nebraska in 2020 & 2021."sorghum_unl_reflectance_traits.csv" contains hyperspectral reflectance data and molecular traits for a sorghum association panel grown in Lincoln, Nebraska in 2018 (Greenhouse conditions) & 2020 (High and low nitrogen field conditions)

提供机构：

Torres, Vladimir; Ganapathysubramanian, Baskar; J. Grove, Ryleigh; Grzybowski, Marcin W.; Ge, Yufeng; Jubery, Talukder Z.; Sun, Guangchao; V. Nishimwe, Aime; Tross, Michael C.; Schnable, James C.

创建时间：

2024-06-25