Deep learning for air pollutant concentration prediction: A review
Air pollution has become one of the critical environmental problem in the 21st century and
has attracted worldwide attentions. To mitigate it, many researchers have investigated the …
has attracted worldwide attentions. To mitigate it, many researchers have investigated the …
Autoregressive models in environmental forecasting time series: a theoretical and application review
Though globalization, industrialization, and urbanization have escalated the economic
growth of nations, these activities have played foul on the environment. Better understanding …
growth of nations, these activities have played foul on the environment. Better understanding …
Deep spatio-temporal graph network with self-optimization for air quality prediction
The environment and development are major issues of general concern. After much
suffering from the harm of environmental pollution, human beings began to pay attention to …
suffering from the harm of environmental pollution, human beings began to pay attention to …
Machine learning algorithms to forecast air quality: a survey
Air pollution is a risk factor for many diseases that can lead to death. Therefore, it is
important to develop forecasting mechanisms that can be used by the authorities, so that …
important to develop forecasting mechanisms that can be used by the authorities, so that …
Variational bayesian network with information interpretability filtering for air quality forecasting
Air quality plays a vital role in people's health, and air quality forecasting can assist in
decision making for government planning and sustainable development. In contrast, it is …
decision making for government planning and sustainable development. In contrast, it is …
Air quality index prediction using an effective hybrid deep learning model
Environmentalism has become an intrinsic part of everyday life. One of the greatest
challenge to the environment's long-term existence is the air pollution. Delhi, the capital of …
challenge to the environment's long-term existence is the air pollution. Delhi, the capital of …
Multi-output support vector machine for regional multi-step-ahead PM2. 5 forecasting
Air quality deteriorates fast under urbanization in recent decades. Reliable and precise
regional multi-step-ahead PM 2.5 forecasts are crucial and beneficial for mitigating health …
regional multi-step-ahead PM 2.5 forecasts are crucial and beneficial for mitigating health …
Ozone concentration forecasting based on artificial intelligence techniques: a systematic review
The prediction of tropospheric ozone concentrations is vital due to ozone's passive impacts
on atmosphere, people's health, flora and fauna. However, ozone prediction is a complex …
on atmosphere, people's health, flora and fauna. However, ozone prediction is a complex …
PRAISE-HK: A personalized real-time air quality informatics system for citizen participation in exposure and health risk management
Exposure to air pollutants causes a range of adverse health effects. These harmful effects
occur whenever and wherever people come into direct contact with air pollution. Therefore …
occur whenever and wherever people come into direct contact with air pollution. Therefore …
[HTML][HTML] Low-cost nature-inspired deep learning system for PM2. 5 forecast over Delhi, India
Air quality has a tremendous impact on India's health and prosperity. Air quality models are
crucial tools for surveying and projecting air pollution episodes, which can be used to issue …
crucial tools for surveying and projecting air pollution episodes, which can be used to issue …