Gauging Size Resolved Ambient Particulate Matter Concentration Solely Using Biometric Observations: A Machine Learning and Causal Approach

Fernando, Bharana Ashen; Talebi, Shawhin; Wijeratne, Lakitha Omal Harindha; Waczak, John; Sooriyaarachchi, Vinu; Lary, David; Sadler, John; Lary, Tatiana; Lary, Matthew; Aker, Adam

doi:10.5281/zenodo.10152548

Published November 18, 2023 | Version 0.1

Dataset Open

Gauging Size Resolved Ambient Particulate Matter Concentration Solely Using Biometric Observations: A Machine Learning and Causal Approach

Notebook and data to accompany the (unpublished) paper titled "Gauging Size Resolved Ambient Particulate Matter Concentration Solely Using Biometric Observations: A Machine Learning and Causal Approach". This work expands a previous study, relating particulate matter concentrations and short-term biometric features across multiple participants.

Github link: https://github.com/mi3nts/DUEDARE_multiple_participants

Files

DUEDARE_multiple_participants.zip

Files (9.7 MB)

Name	Size	Download all
DUEDARE_multiple_participants.zip md5:0eb801e03ee6942dd6530001eb28629e	9.7 MB	Preview Download

204

Views

Downloads

Show more details

	All versions	This version
Views	204	204
Downloads	33	33
Data volume	320.3 MB	320.3 MB

More info on how stats are collected....

DOI

Resource type

Dataset

Publisher

Zenodo

License: Creative Commons Attribution 4.0 International

The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited. Read more

Technical metadata

Created: November 17, 2023
Modified: November 17, 2023

Gauging Size Resolved Ambient Particulate Matter Concentration Solely Using Biometric Observations: A Machine Learning and Causal Approach

Authors/Creators

Description

Files

DUEDARE_multiple_participants.zip

Files (9.7 MB)