Ontology highlight
ABSTRACT:
SUBMITTER: King MC
PROVIDER: S-EPMC7948063 | biostudies-literature | 2018 Jul
REPOSITORIES: biostudies-literature
Atmospheric environment (Oxford, England : 1994) 20180407
In this paper we illustrate the application of modern functional data analysis methods to study the spatiotemporal variability of particulate matter components across the United States. The approach models the pollutant annual profiles in a way that describes the dynamic behavior over time and space. This new technique allows us to predict yearly profiles for locations and years at which data are not available and also offers dimension reduction for easier visualization of the data. Additionally ...[more]