Jianzhao Bi
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View article: Study on Time-Varying Mechanism of Reservoir Properties During Long-Term Water Flooding
Study on Time-Varying Mechanism of Reservoir Properties During Long-Term Water Flooding Open
Long-term water flooding is a primary development method for oilfields, yet the heterogeneous evolution mechanism of reservoir properties during prolonged water injection remains poorly understood—particularly in the medium-high water cut …
View article: Air pollution and breast cancer incidence in a United States-wide prospective cohort study: Examining sensitive periods of exposure
Air pollution and breast cancer incidence in a United States-wide prospective cohort study: Examining sensitive periods of exposure Open
We identified unique periods of susceptibility to NO2 and PM2.5 for breast cancer risk by ER status.
View article: Early-Life Ozone Exposure and Asthma and Wheeze in Children
Early-Life Ozone Exposure and Asthma and Wheeze in Children Open
Importance Ozone (O 3 ) is the most frequently exceeded air pollutant standard in the US. While short-term exposure is associated with acute respiratory health, the epidemiologic evidence linking postnatal O 3 exposure to childhood asthma …
View article: Forecasting O3 and NO2 concentrations with spatiotemporally continuous coverage in southeastern China using a Machine learning approach
Forecasting O3 and NO2 concentrations with spatiotemporally continuous coverage in southeastern China using a Machine learning approach Open
Ozone (O3) is a significant contributor to air pollution and the main constituent ofphotochemical smog that plagues China. Nitrogen dioxide (NO2) is a significant air pollutant and a critical trace gas in the Earth's …
View article: Temporal associations between fine particulate matter exposure and breast cancer incidence in the Sister Study
Temporal associations between fine particulate matter exposure and breast cancer incidence in the Sister Study Open
View article: Early life ambient ozone exposure and the development of asthma and wheeze in children
Early life ambient ozone exposure and the development of asthma and wheeze in children Open
View article: PM2.5 and cognition changes in six US metropolitan areas: The Multi-Ethnic Study of Atherosclerosis and Air Pollution (MESA Air)
PM2.5 and cognition changes in six US metropolitan areas: The Multi-Ethnic Study of Atherosclerosis and Air Pollution (MESA Air) Open
View article: Mobile monitoring and land use regression modeling for ultrafine particles in Beijing, China
Mobile monitoring and land use regression modeling for ultrafine particles in Beijing, China Open
View article: Spatial Transfer Learning for Estimating PM2.5 in Data-poor Regions
Spatial Transfer Learning for Estimating PM2.5 in Data-poor Regions Open
Air pollution, especially particulate matter 2.5 (PM2.5), is a pressing concern for public health and is difficult to estimate in developing countries (data-poor regions) due to a lack of ground sensors. Transfer learning models can be lev…
View article: National Pm2.5 Spatiotemporal Model Integrating Intensive Monitoring Data and Land Use Regression in a Likelihood-Based Universal Kriging Framework in the United States: 2000-2019
National Pm2.5 Spatiotemporal Model Integrating Intensive Monitoring Data and Land Use Regression in a Likelihood-Based Universal Kriging Framework in the United States: 2000-2019 Open
View article: Evaluating low-cost monitoring designs for PM2.5 exposure assessment with a spatiotemporal modeling approach
Evaluating low-cost monitoring designs for PM2.5 exposure assessment with a spatiotemporal modeling approach Open
View article: Wildland Fires Worsened Population Exposure to PM<sub>2.5</sub> Pollution in the Contiguous United States
Wildland Fires Worsened Population Exposure to PM<sub>2.5</sub> Pollution in the Contiguous United States Open
As wildland fires become more frequent and intense, fire smoke has significantly worsened the ambient air quality, posing greater health risks. To better understand the impact of wildfire smoke on air quality, we developed a modeling syste…
View article: Wildfires are becoming a major contributor to population exposure to PM2.5 pollution in the Continental United States
Wildfires are becoming a major contributor to population exposure to PM2.5 pollution in the Continental United States Open
View article: Integrating traffic pollution dispersion into spatiotemporal high-resolution NO2 prediction
Integrating traffic pollution dispersion into spatiotemporal high-resolution NO2 prediction Open
View article: Wildfire worsens population exposure to PM2.5 pollution in the Continental United States
Wildfire worsens population exposure to PM2.5 pollution in the Continental United States Open
View article: Wildfire worsens population exposure to PM2.5 pollution in the Continental United States
Wildfire worsens population exposure to PM2.5 pollution in the Continental United States Open
As wildfires become more frequent and intense, fire smoke has significantly worsened ambient air quality, posing greater health risks. To better understand the impact of wildfire smoke on air quality, we developed a modeling system to esti…
View article: Acute Effects of Ambient Air Pollution on Asthma Emergency Department Visits in Ten U.S. States
Acute Effects of Ambient Air Pollution on Asthma Emergency Department Visits in Ten U.S. States Open
We reported positive associations between short-term air pollution exposure and increased rates of asthma ED visits. We found that air pollution exposure posed a higher risk for children and older populations. https://doi.org/10.1289/EHP11…
View article: Invited Perspective: Still Hazy? Air Pollution and Acute Kidney Injury
Invited Perspective: Still Hazy? Air Pollution and Acute Kidney Injury Open
View article: Exposure assessment for air pollution epidemiology: A scoping review of emerging monitoring platforms and designs
Exposure assessment for air pollution epidemiology: A scoping review of emerging monitoring platforms and designs Open
View article: Integrating Traffic Pollution Dispersion into Spatiotemporal High-Resolution NO<sub>2</sub> Prediction
Integrating Traffic Pollution Dispersion into Spatiotemporal High-Resolution NO<sub>2</sub> Prediction Open
View article: Impact of Mobile Monitoring Network Design on Air Pollution Exposure Assessment Models
Impact of Mobile Monitoring Network Design on Air Pollution Exposure Assessment Models Open
Short-term mobile monitoring campaigns are increasingly used to assess long-term air pollution exposure in epidemiology. Little is known about how monitoring network design features, including the number of stops and sampling temporality, …
View article: Within-city variation in ambient carbon monoxide concentrations: Leveraging low-cost monitors in a spatiotemporal modeling framework
Within-city variation in ambient carbon monoxide concentrations: Leveraging low-cost monitors in a spatiotemporal modeling framework Open
Exposure to ambient carbon monoxide (CO) may be associated with cardiovascular disease outcomes based on human and animal experimental evidence, but current epidemiologic research is limited. The number and distribution of ground-level reg…
View article: Acute effects of ambient air pollution on asthma emergency department visits in 10 US states
Acute effects of ambient air pollution on asthma emergency department visits in 10 US states Open
Background: Ambient air pollution is a major risk factor for increased asthma morbidity. However, previous short-term health effect studies in the US have been limited to a small number of cities or pollutants. Objectives: This study exami…
View article: Application of geostationary satellite and high-resolution meteorology data in estimating hourly PM2.5 levels during the Camp Fire episode in California
Application of geostationary satellite and high-resolution meteorology data in estimating hourly PM2.5 levels during the Camp Fire episode in California Open
BACKGROUND: Wildland fire smoke contains large amounts of PM2.5 that can traverse tens to hundreds of kilometers, resulting in significant deterioration of air quality and excess mortality and morbidity in downwind regions. Estimating PM2.…
View article: Within-City Variation in Ambient Carbon Monoxide Concentrations: Leveraging Low-Cost Monitors in a Spatiotemporal Modeling Framework
Within-City Variation in Ambient Carbon Monoxide Concentrations: Leveraging Low-Cost Monitors in a Spatiotemporal Modeling Framework Open
The three novel parameters did not substantially improve model performance, suggesting that, on its own, our spatiotemporal modeling framework based on geographic features was reliable and robust. As low-cost air monitors become increasing…
View article: Boosting For Regression Transfer via Importance Sampling
Boosting For Regression Transfer via Importance Sampling Open
Current Instance Transfer Learning (ITL) methodologies use domain adaptation and sub-space transformation to achieve successful transfer learning. However, these methodologies, in their processes, sometimes overfit on the target dataset or…
View article: ISTRBoost: Importance Sampling Transfer Regression using Boosting
ISTRBoost: Importance Sampling Transfer Regression using Boosting Open
Current Instance Transfer Learning (ITL) methodologies use domain adaptation and sub-space transformation to achieve successful transfer learning. However, these methodologies, in their processes, sometimes overfit on the target dataset or…
View article: Application of geostationary satellite and high-resolution meteorology data in estimating hourly PM2.5 levels during the Camp Fire episode in California
Application of geostationary satellite and high-resolution meteorology data in estimating hourly PM2.5 levels during the Camp Fire episode in California Open
View article: Evaluating the Utility of High-Resolution Spatiotemporal Air Pollution Data in Estimating Local PM2.5 Exposures in California from 2015–2018
Evaluating the Utility of High-Resolution Spatiotemporal Air Pollution Data in Estimating Local PM2.5 Exposures in California from 2015–2018 Open
Air quality management is increasingly focused not only on across-the-board reductions in ambient pollution concentrations but also on identifying and remediating elevated exposures that often occur in traditionally disadvantaged communiti…
View article: A machine learning model to estimate ground-level ozone concentrations in California using TROPOMI data and high-resolution meteorology
A machine learning model to estimate ground-level ozone concentrations in California using TROPOMI data and high-resolution meteorology Open