Direct Prediction of Bioaccumulation of Organic Contaminants in Plant Roots from Soils with Machine Learning Models Based on Molecular Structures

Gao, F., Shen, Y., Sallach, J. B., Li, H., Liu, C., & Li, Y. (2021). Direct Prediction of Bioaccumulation of Organic Contaminants in Plant Roots from Soils with Machine Learning Models Based on Molecular Structures. Environmental Science & Technology, 55(24), 16358–16368. https://doi.org/10.1021/acs.est.1c02376
Authors:
Feng Gao
Yike Shen
Jonathan Brett Sallach
Hui Li
Cun Liu
Yuanbo Li
Affiliated Authors:
Yike Shen
Subjects:
Ecosystem (MeSH)
Soil (MeSH)
Author Keywords:
machine learning
root concentration factor (rcf)
plant uptake
extended connectivity fingerprints (ecfp)
molecular structure
gradient boosting regression tree (gbrt)
Publication Type:
Article
Unique ID:
10.1021/acs.est.1c02376
PMID:
Publication Date:
Data Source:
PubMed

Record Created: