Environmental Insights: Democratizing Access to Ambient Air Pollution Data and Predictive Analytics with an Open-Source Python Package

arXiv:2403.03664v1 Announce Type: cross
Abstract: Ambient air pollution is a pervasive issue with wide-ranging effects on human health, ecosystem vitality, and economic structures. Utilizing data on ambient air pollution concentrations, researchers can perform comprehensive analyses to uncover the multifaceted impacts of air pollution across society. To this end, we introduce Environmental Insights, an open-source Python package designed to democratize access to air pollution concentration data. This tool enables users to easily retrieve historical air pollution data and employ a Machine …

abstract air pollution ambient analytics arxiv cs.lg data economic ecosystem effects environmental health human impacts insights issue package physics.soc-ph pollution predictive predictive analytics python researchers type