Multi-step short-term PM2.5 forecasting for enactment of proactive environmental regulation strategies

Multi-step short-term PM2.5 forecasting for enactment of proactive environmental regulation strategies

Particulate matter is one of the key contributors of air pollution and climate change. Long-term exposure to constituents of air pollutants has exerted serious health implications in both humans and plants leading to a detrimental impact on economy. Among the pollutants contributing to air quality d...

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Bibliographic Details
Main Authors: Gul, S. (Author), Khan, G.M (Author), Yousaf, S. (Author)
Format: Article
Language:English
Published: Springer Science and Business Media Deutschland GmbH 2022
Subjects:
Agriculture
Air pollutants
Air pollution
Air quality
Air quality indices
AQI
Biomarkers
Climate change
Early warning system
Early Warning System
Environmental regulations
Food supply
Forecasting
Health
Health implications
Learning models
Long short-term memory
LSTM
Mean square error
Multisteps
Particles (particulate matter)
Particulate matter
Particulate Matter
PM 2.5
Root mean square errors
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