List of works - Yang Liu

10-year spatial and temporal trends of PM2.5 concentrations in the southeastern US estimated using high-resolution satellite data

scholarly article

A Bayesian Downscaler Model to Estimate Daily PM Levels in the Conterminous US

article

Age-Specific Associations of Ozone and PM with Respiratory Emergency Department Visits in the US

scientific article published on 01 April 2019

Air Pollution Monitoring for Health Research and Patient Care. An Official American Thoracic Society Workshop Report

scientific article published on 01 October 2019

Air pollutant exposure field modeling using air quality model-data fusion methods and comparison with satellite AOD-derived fields: application over North Carolina, USA

An ensemble machine-learning model to predict historical PM2.5 concentrations in China from satellite data

article

Assessing the ecological risk induced by PM2.5 pollution in a fast developing urban agglomeration of southeastern China

scientific article published in 2022

Asthma exacerbation due to climate change-induced wildfire smoke in the Western US

scientific article published in 2021

Comparison of multiple PM<sub>2.5</sub> exposure products for estimating health benefits of emission controls over New York State, USA

scientific article published in 2019

Compilation and spatio-temporal analysis of publicly available total solar and UV irradiance data in the contiguous United States

scientific article published on 26 June 2019

Data Integration for the Assessment of Population Exposure to Ambient Air Pollution for Global Burden of Disease Assessment

scientific article published on 21 August 2018

Developing an Advanced PM2.5 Exposure Model in Lima, Peru

scientific article published on 16 March 2019

Estimating PM2.5 Concentrations in the Conterminous United States Using the Random Forest Approach

scientific article published on 23 May 2017

Estimating PM2.5 speciation concentrations using prototype 4.4 km-resolution MISR aerosol properties over Southern California

scientific article published on 10 March 2018

Estimating ground-level PM2.5 in eastern China using aerosol optical depth determined from the GOCI satellite instrument

scholarly article

Estimating mortality burden attributable to short-term PM2.5 exposure: A national observational study in China

article

Evaluating the Utility of High-Resolution Spatiotemporal Air Pollution Data in Estimating Local PM2.5 Exposures in California from 2015–2018

scientific article published in 2022

Field Evaluation of an Automated Pollen Sensor

scientific article published on 26 May 2022

Geographical Disparity and Associated Factors of COPD Prevalence in China: A Spatial Analysis of National Cross-Sectional Study

scientific article published on 13 February 2020

Global Land Use Regression Model for Nitrogen Dioxide Air Pollution

scientific article published on 18 May 2017

Global Sources of Fine Particulate Matter: Interpretation of PM Chemical Composition Observed by SPARTAN using a Global Chemical Transport Model

article

Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks in 188 countries, 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013

scientific article

Global, regional, and national disability-adjusted life years (DALYs) for 306 diseases and injuries and healthy life expectancy (HALE) for 188 countries, 1990-2013: quantifying the epidemiological transition

journal article published in 2015

Global, regional, and national incidence and mortality for HIV, tuberculosis, and malaria during 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013.

scientific article published on 22 July 2014

Global, regional, and national levels and causes of maternal mortality during 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013.

scientific article

Hospital admission risks and ambient fine particulate matter exposure in Beijing, China

scientific article published in 2022

Improving satellite-based PM2.5 estimates in China using Gaussian processes modeling in a Bayesian hierarchical setting

scientific article published on August 2017

Incorporating Low-Cost Sensor Measurements into High-Resolution PM2.5 Modeling at a Large Spatial Scale

scientific article published on 27 January 2020

Increased Outdoor PM2.5 Concentration Is Associated with Moderate/Severe Anemia in Children Aged 6-59 Months in Lima, Peru

scientific article published on 24 July 2019

Long term exposure to ambient fine particulate matter and incidence of stroke: prospective cohort study from the China-PAR project

scientific article published on 30 December 2019

MAIAC-based long-term spatiotemporal trends of PM2.5 in Beijing, China

scientific article published on 19 October 2017

Machine Learning-Based Integration of High-Resolution Wildfire Smoke Simulations and Observations for Regional Health Impact Assessment

scientific article published on 17 June 2019

On the accuracy and potential of Google Maps location history data to characterize individual mobility for air pollution health studies

scientific article published on 25 May 2019

Predicting monthly high-resolution PM2.5 concentrations with random forest model in the North China Plain

scientific article published on 11 July 2018

Projections for temperature-related years of life lost from cardiovascular diseases in the elderly in a Chinese city with typical subtropical climate

article

Projections of future wildfires impacts on air pollutants and air toxics in a changing climate over the western United States

scientific article published on 27 March 2022

Recent changes in particulate air pollution over China observed from space and the ground: effectiveness of emission control

scientific article published on October 2010

Satellite-Based Daily PM2.5 Estimates During Fire Seasons in Colorado

scientific article published on 13 July 2018

Space-time trends of PM constituents in the conterminous United States estimated by a machine learning approach, 2005-2015

article

Ten years of MISR observations from Terra: Looking back, ahead, and in between

The 17-y spatiotemporal trend of PM2.5 and its mortality burden in China

scientific article published on 21 September 2020

The impact of climate change and emissions control on future ozone levels: Implications for human health

scientific article

The impact of emission and climate change on ozone in the United States under representative concentration pathways (RCPs)

scholarly article

The impact of power generation emissions on ambient PM2.5 pollution and human health in China and India

article

The sensitivity of satellite-based PM estimates to its inputs: Implications to model development in data-poor regions

scientific article published on 06 October 2018

Toxicological Risk by Inhalation Exposure of Air Pollution Emitted from China's Municipal Solid Waste Incineration

article

Using Satellites to Track Indicators of Global Air Pollution and Climate Change Impacts: Lessons Learned From a NASA-Supported Science-Stakeholder Collaborative

scientific article published on 01 July 2020

List of works by Yang Liu

10-year spatial and temporal trends of PM2.5 concentrations in the southeastern US estimated using high-resolution satellite data

A Bayesian Downscaler Model to Estimate Daily PM Levels in the Conterminous US

Age-Specific Associations of Ozone and PM with Respiratory Emergency Department Visits in the US

Air Pollution Monitoring for Health Research and Patient Care. An Official American Thoracic Society Workshop Report

Air pollutant exposure field modeling using air quality model-data fusion methods and comparison with satellite AOD-derived fields: application over North Carolina, USA

An ensemble machine-learning model to predict historical PM2.5 concentrations in China from satellite data

Assessing the ecological risk induced by PM2.5 pollution in a fast developing urban agglomeration of southeastern China

Asthma exacerbation due to climate change-induced wildfire smoke in the Western US

Comparison of multiple PM<sub>2.5</sub> exposure products for estimating health benefits of emission controls over New York State, USA

Compilation and spatio-temporal analysis of publicly available total solar and UV irradiance data in the contiguous United States

Data Integration for the Assessment of Population Exposure to Ambient Air Pollution for Global Burden of Disease Assessment

Developing an Advanced PM2.5 Exposure Model in Lima, Peru

Estimating PM2.5 Concentrations in the Conterminous United States Using the Random Forest Approach

Estimating PM2.5 speciation concentrations using prototype 4.4 km-resolution MISR aerosol properties over Southern California

Estimating ground-level PM2.5 in eastern China using aerosol optical depth determined from the GOCI satellite instrument

Estimating mortality burden attributable to short-term PM2.5 exposure: A national observational study in China

Evaluating the Utility of High-Resolution Spatiotemporal Air Pollution Data in Estimating Local PM2.5 Exposures in California from 2015–2018

Field Evaluation of an Automated Pollen Sensor

Geographical Disparity and Associated Factors of COPD Prevalence in China: A Spatial Analysis of National Cross-Sectional Study

Global Land Use Regression Model for Nitrogen Dioxide Air Pollution

Global Sources of Fine Particulate Matter: Interpretation of PM Chemical Composition Observed by SPARTAN using a Global Chemical Transport Model

Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks in 188 countries, 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013

Global, regional, and national disability-adjusted life years (DALYs) for 306 diseases and injuries and healthy life expectancy (HALE) for 188 countries, 1990-2013: quantifying the epidemiological transition

Global, regional, and national incidence and mortality for HIV, tuberculosis, and malaria during 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013.

Global, regional, and national levels and causes of maternal mortality during 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013.

Hospital admission risks and ambient fine particulate matter exposure in Beijing, China

Improving satellite-based PM2.5 estimates in China using Gaussian processes modeling in a Bayesian hierarchical setting

Incorporating Low-Cost Sensor Measurements into High-Resolution PM2.5 Modeling at a Large Spatial Scale

Increased Outdoor PM2.5 Concentration Is Associated with Moderate/Severe Anemia in Children Aged 6-59 Months in Lima, Peru

Long term exposure to ambient fine particulate matter and incidence of stroke: prospective cohort study from the China-PAR project

MAIAC-based long-term spatiotemporal trends of PM2.5 in Beijing, China

Machine Learning-Based Integration of High-Resolution Wildfire Smoke Simulations and Observations for Regional Health Impact Assessment

On the accuracy and potential of Google Maps location history data to characterize individual mobility for air pollution health studies

Predicting monthly high-resolution PM2.5 concentrations with random forest model in the North China Plain

Projections for temperature-related years of life lost from cardiovascular diseases in the elderly in a Chinese city with typical subtropical climate

Projections of future wildfires impacts on air pollutants and air toxics in a changing climate over the western United States

Recent changes in particulate air pollution over China observed from space and the ground: effectiveness of emission control

Satellite-Based Daily PM2.5 Estimates During Fire Seasons in Colorado

Space-time trends of PM constituents in the conterminous United States estimated by a machine learning approach, 2005-2015

Ten years of MISR observations from Terra: Looking back, ahead, and in between

The 17-y spatiotemporal trend of PM2.5 and its mortality burden in China

The impact of climate change and emissions control on future ozone levels: Implications for human health

The impact of emission and climate change on ozone in the United States under representative concentration pathways (RCPs)

The impact of power generation emissions on ambient PM2.5 pollution and human health in China and India

The sensitivity of satellite-based PM estimates to its inputs: Implications to model development in data-poor regions

Toxicological Risk by Inhalation Exposure of Air Pollution Emitted from China's Municipal Solid Waste Incineration

Using Satellites to Track Indicators of Global Air Pollution and Climate Change Impacts: Lessons Learned From a NASA-Supported Science-Stakeholder Collaborative