Machine learning in environmental research: common pitfalls and best practices
Machine learning (ML) is increasingly used in environmental research to process large data
sets and decipher complex relationships between system variables. However, due to the …
sets and decipher complex relationships between system variables. However, due to the …
Exposure to outdoor particulate matter air pollution and risk of gastrointestinal cancers in adults: a systematic review and meta-analysis of epidemiologic evidence
N Pritchett, EC Spangler, GM Gray… - Environmental …, 2022 - ehp.niehs.nih.gov
Background: Outdoor air pollution is a known lung carcinogen, but research investigating
the association between particulate matter (PM) and gastrointestinal (GI) cancers is limited …
the association between particulate matter (PM) and gastrointestinal (GI) cancers is limited …
Aerosol health effects from molecular to global scales
Poor air quality is globally the largest environmental health risk. Epidemiological studies
have uncovered clear relationships of gaseous pollutants and particulate matter (PM) with …
have uncovered clear relationships of gaseous pollutants and particulate matter (PM) with …
Long-term ozone exposure and mortality in a large prospective study
MC Turner, M Jerrett, CA Pope III… - American journal of …, 2016 - atsjournals.org
Rationale: Tropospheric ozone (O3) is potentially associated with cardiovascular disease
risk and premature death. Results from long-term epidemiological studies on O3 are scarce …
risk and premature death. Results from long-term epidemiological studies on O3 are scarce …
[PDF][PDF] 2000-2011 年中国PM2. 5 时空演化特征及驱动因素解析
周亮， 周成虎， 杨帆， 王波， 孙东琪 - ACTA GEOGRAPHICA …, 2017 - sssampling.cn
高浓度PM2. 5 是形成雾霾的主要原因之一, 科学识别PM2. 5 浓度的空间异质性与驱动因素对
区域大气联动治理意义重大. 研究采用2000-2011 年NASA 大气遥感影像反演的PM2. 5 数据 …
区域大气联动治理意义重大. 研究采用2000-2011 年NASA 大气遥感影像反演的PM2. 5 数据 …
Long-term mortality burden trends attributed to black carbon and PM2· 5 from wildfire emissions across the continental USA from 2000 to 2020: a deep learning …
Background Long-term improvements in air quality and public health in the continental USA
were disrupted over the past decade by increased fire emissions that potentially offset the …
were disrupted over the past decade by increased fire emissions that potentially offset the …
Adaptive deep learning-based air quality prediction model using the most relevant spatial-temporal relations
Air pollution has become an extremely serious problem, with particulate matter having a
significantly greater impact on human health than other contaminants. The small diameter of …
significantly greater impact on human health than other contaminants. The small diameter of …
Relationships between fine particulate air pollution, cardiometabolic disorders, and cardiovascular mortality
CA Pope III, MC Turner, RT Burnett, M Jerrett… - Circulation …, 2015 - Am Heart Assoc
Rationale: Growing evidence suggests that long-term exposure to fine particulate matter
(PM2. 5) air pollution contributes to risk of cardiovascular disease (CVD) morbidity and …
(PM2. 5) air pollution contributes to risk of cardiovascular disease (CVD) morbidity and …
Ambient air pollution and cancer mortality in the cancer prevention study II
MC Turner, D Krewski, WR Diver… - Environmental …, 2017 - ehp.niehs.nih.gov
Background: The International Agency for Research on Cancer classified both outdoor air
pollution and airborne particulate matter as carcinogenic to humans (Group 1) for lung …
pollution and airborne particulate matter as carcinogenic to humans (Group 1) for lung …
Estimating adult mortality attributable to PM2. 5 exposure in China with assimilated PM2. 5 concentrations based on a ground monitoring network
Estimates of mortality attributable to air pollution in China showed large differences among
various studies, mainly arising from differences in exposure assessments and choice of the …
various studies, mainly arising from differences in exposure assessments and choice of the …