Tackling climate change with machine learning
Climate change is one of the greatest challenges facing humanity, and we, as machine
learning (ML) experts, may wonder how we can help. Here we describe how ML can be a …
learning (ML) experts, may wonder how we can help. Here we describe how ML can be a …
[HTML][HTML] The impact of PM2. 5 on the human respiratory system
YF Xing, YH Xu, MH Shi, YX Lian - Journal of thoracic disease, 2016 - ncbi.nlm.nih.gov
Recently, many researchers paid more attentions to the association between air pollution
and respiratory system disease. In the past few years, levels of smog have increased …
and respiratory system disease. In the past few years, levels of smog have increased …
Air pollution exposure disparities across US population and income groups
Air pollution contributes to the global burden of disease, with ambient exposure to fine
particulate matter of diameters smaller than 2.5 μm (PM2. 5) being identified as the fifth …
particulate matter of diameters smaller than 2.5 μm (PM2. 5) being identified as the fifth …
Air pollution and COVID-19 mortality in the United States: Strengths and limitations of an ecological regression analysis
Assessing whether long-term exposure to air pollution increases the severity of COVID-19
health outcomes, including death, is an important public health objective. Limitations in …
health outcomes, including death, is an important public health objective. Limitations in …
Exposure to air pollution and COVID-19 mortality in the United States: A nationwide cross-sectional study
Abstract Objectives United States government scientists estimate that COVID-19 may kill
tens of thousands of Americans. Many of the pre-existing conditions that increase the risk of …
tens of thousands of Americans. Many of the pre-existing conditions that increase the risk of …
Can new energy vehicles help to achieve carbon neutrality targets?
In the reforms pertaining to the energy structure in the automotive industry, new energy
vehicles (NEVs) have long been the focus of government attention, as an effective means to …
vehicles (NEVs) have long been the focus of government attention, as an effective means to …
COVID-19's impact on the atmospheric environment in the Southeast Asia region
Since its first appearance in Wuhan, China at the end of 2019, the new coronavirus (COVID-
19) has evolved a global pandemic within three months, with more than 4.3 million …
19) has evolved a global pandemic within three months, with more than 4.3 million …
Excess of COVID-19 cases and deaths due to fine particulate matter exposure during the 2020 wildfires in the United States
The year 2020 brought unimaginable challenges in public health, with the confluence of the
COVID-19 pandemic and wildfires across the western United States. Wildfires produce high …
COVID-19 pandemic and wildfires across the western United States. Wildfires produce high …
[HTML][HTML] An ensemble-based model of PM2. 5 concentration across the contiguous United States with high spatiotemporal resolution
Various approaches have been proposed to model PM 2.5 in the recent decade, with
satellite-derived aerosol optical depth, land-use variables, chemical transport model …
satellite-derived aerosol optical depth, land-use variables, chemical transport model …
Ambient particulate air pollution and daily mortality in 652 cities
Background The systematic evaluation of the results of time-series studies of air pollution is
challenged by differences in model specification and publication bias. Methods We …
challenged by differences in model specification and publication bias. Methods We …