Artificial intelligence technologies for forecasting air pollution and human health: A narrative review
Air pollution is a major issue all over the world because of its impacts on the environment
and human beings. The present review discussed the sources and impacts of pollutants on …
and human beings. The present review discussed the sources and impacts of pollutants on …
Construction theory for a building intelligent operation and maintenance system based on digital twins and machine learning
Y Zhao, N Wang, Z Liu, E Mu - Buildings, 2022 - mdpi.com
The operation and maintenance (O&M) of buildings plays an important role in ensuring that
the buildings work normally, as well as reducing the damage caused by functional errors …
the buildings work normally, as well as reducing the damage caused by functional errors …
State-of-art in modelling particulate matter (PM) concentration: a scoping review of aims and methods
Air pollution is the one of the most significant environmental risks to health worldwide. An
accurate assessment of population exposure would require a continuous distribution of …
accurate assessment of population exposure would require a continuous distribution of …
Investigation of indoor polycyclic aromatic hydrocarbons (PAHs) in rural northeast China: pollution characteristics, source analysis, and health assessment
L Bai, C Li - Buildings, 2022 - mdpi.com
Due to the low winter temperatures in rural areas of Northeast China, biomass fuels are
widely used for heating and cooking, resulting in increased concentrations of PAHs in rural …
widely used for heating and cooking, resulting in increased concentrations of PAHs in rural …
Temperature, humidity and air pollution relationships during a period of rainy and dry seasons in Lagos, West Africa
N Emekwuru, O Ejohwomu - Climate, 2023 - mdpi.com
Air pollution is a concern in the West Africa region where it is known that meteorological
parameters such as ambient temperature and humidity can affect the particulate matter …
parameters such as ambient temperature and humidity can affect the particulate matter …
Towards cleaner air in Siliguri: A comprehensive study of PM2. 5 and PM10 through advance computational forecasting models for effective environmental …
A Bose, IR Chowdhury - Atmospheric Pollution Research, 2024 - Elsevier
This research addresses the escalating concern of air pollution, primarily due to fine
particulate matter (PM 2.5) and coarse particulate matter (PM 10), in Siliguri city, West …
particulate matter (PM 2.5) and coarse particulate matter (PM 10), in Siliguri city, West …
PM2. 5 Concentration Prediction Model: A CNN–RF Ensemble Framework
Although many machine learning methods have been widely used to predict PM2. 5
concentrations, these single or hybrid methods still have some shortcomings. This study …
concentrations, these single or hybrid methods still have some shortcomings. This study …
[HTML][HTML] Ensemble-based classification approach for PM2. 5 concentration forecasting using meteorological data
S Saminathan, C Malathy - Frontiers in big Data, 2023 - frontiersin.org
Air pollution is a serious challenge to mankind as it poses many threats on health grounds.
Air pollution can be measured using the Air Quality Index (AQI). Air pollution is the result of …
Air pollution can be measured using the Air Quality Index (AQI). Air pollution is the result of …
The Exposure of Workers at a Busy Road Node to PM2.5: Occupational Risk Characterisation and Mitigation Measures
The link between air pollution and health burden in urban areas has been well researched.
This has led to a plethora of effective policy-induced monitoring and interventions in the …
This has led to a plethora of effective policy-induced monitoring and interventions in the …
An Air Quality Modeling and Disability-Adjusted Life Years (DALY) Risk Assessment Case Study: Comparing Statistical and Machine Learning Approaches for PM2.5 …
Despite Central and Northern Asia having several cities sharing a similar harsh climate and
grave air quality concerns, studies on air pollution modeling in these regions are limited. For …
grave air quality concerns, studies on air pollution modeling in these regions are limited. For …