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XIS: A daily spatiotemporal machine-learning model for environmental exposures in the contiguous United States

Authors: Just, Allan C.; Arfer, Kodi B.; Rush, Johnathan; Lyapustin, Alexei; Kloog, Itai;

XIS: A daily spatiotemporal machine-learning model for environmental exposures in the contiguous United States

Abstract

{"references": ["Just A C, Arfer K B, Rush J, Lyapustin A, Kloog I. XIS-PM2.5: A daily spatiotemporal machine-learning model for PM2.5 in the contiguous United States. Earth and Space Science Open Archive. [Preprint]. November 17, 2022 Available from: https://doi.org/10.1002/essoar.10512861.1", "Just A C, Arfer K B, Rush J, Kloog I. Smart Citations 0 0 0 0 Citing PublicationsSupportingMentioningContrasting View Citations See how this article has been cited at scite.ai scite shows how a scientific paper has been cited by providing the context of the citation, a classification describing whether it supports, mentions, or contrasts the cited claim, and a label indicating in which section the citation was made. XIS-Temperature: A daily spatiotemporal machine-learning model for air temperature in the contiguous United States. Earth and Space Science Open Archive. [Preprint]. February 9, 2023. Available from: https://doi.org/10.22541/essoar.167591086.68441300/v1"]}

These Parquet files contain the outputs used for many analyses and plots in the linked papers. The full set of observations for cross-validation in the case of temperature is not included because we used restricted-use MADIS data.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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