Using dynamic time warping self-organizing maps to characterize diurnal patterns in environmental exposures

Using dynamic time warping self-organizing maps to characterize diurnal patterns in environmental exposures

Abstract Advances in measurement technology are producing increasingly time-resolved environmental exposure data. We aim to gain new insights into exposures and their potential health impacts by moving beyond simple summary statistics (e.g., means, maxima) to characterize more detailed features of h...

Full description

Bibliographic Details
Main Authors: Kenan Li, Katherine Sward, Huiyu Deng, John Morrison, Rima Habre, Meredith Franklin, Yao-Yi Chiang, Jose Luis Ambite, John P. Wilson, Sandrah P. Eckel
Format: Article
Language:English
Published: Nature Portfolio 2021-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-03515-1

Internet

https://doi.org/10.1038/s41598-021-03515-1

Similar Items