It is not always the fire itself that is the great danger, it is the tiny particles of soot that are produced by the fires that can be a greater hazard to health. These particles can be up to 10 times worse for human health than similar particles from other sources. ...
Forecasting air quality index (AQI) and Hazard levels would help the government take appropriate steps to enact policies to reduce the pollutants and keep the citizens informed about the statistics.doi:10.1007/978-3-030-49186-4_13GulMuhammadKhan...
• Physical hazard • Workers ignorance • Infertility • Road and traffic congestions • Cancer • Open burning • Induced injury 7. Food • Heavy metals detected in food (Pb, Hg, arsenic, cadmium, aluminum) • Contaminated agricultural field or land • Food poisoning •...
in a simplified way that clearly indicates a level of health hazard, and whether Canberrans should act to protect their health against air pollution. The AQI is calculated for each pollutant measured at a given location, expressed as a percentage of the NEPM standard for that pollutant. For ex...
a Global population headcounts exposed to different levels of air pollution risk. b Number of people and share of population exposed to air pollution, by region. c Top ten countries with highest population exposure to unsafe PM2.5 levels. Hazard categories are defined based on estimated average ...
Air quality associated public health co-benefit may emerge from climate and energy policies aimed at reducing greenhouse gas (GHG) emissions. However, the distribution of these co-benefits has not been carefully studied, despite the opportunity to tailor mitigation efforts so they achieve maximum bene...
世卫组织-WHO global air quality guidelines 空气质量指南,收紧PM2.5标准、放宽SO2标准.pdf 关闭预览 想预览更多内容,点击免费在线预览全文 免费在线预览全文 W HO global air quality guidelines Particulate matter (PM2 .5 and PM10), ozone, nitrogen dioxide, sulfur dioxide and carbon monoxide W HO global...
Machine Learning models, in particular, Deep Learning models, have been widely used to forecast air quality. In this paper we present a comprehensive review of the main contributions in the field during the period 2011–2021. We have searched the main scientific publications databases and, after ...
Air pollution has become a great health hazard to human respiratory system, which can exacerbate asthma and chronic obstructive pulmonary disease2. Therefore, how to scientifically evaluate ambient air quality has become a research hotspot. It is beneficial to the implementation of pollution control by...
24 developed a new hybrid model for air quality prediction, optimizing the residual error of ARIMA by the LSTM algorithm. Wang et al.25 added an attention mechanism to the model to improve the prediction accuracy of the LSTM model. Dai et al.26 established five haze hazard risk assessment ...