Authors :
Aniket Shakya; Jay Singh Rajput; A. K. Saxena
Volume/Issue :
Volume 7 - 2022, Issue 7 - July
Google Scholar :
https://bit.ly/3IIfn9N
Scribd :
https://bit.ly/3dbACqx
DOI :
https://doi.org/10.5281/zenodo.6965375
Abstract :
Air pollution is becoming a concern issue as it
deteriorates the ambient atmosphere. On account of
rapid industrialization and urbanization & wreaking
havoc on the nature, this situation is getting worsen
diurnally. Consequently, it causes health issues to human
& animals, potential damage to historical monuments,
and imparts negative impact on plant growth. Numerous
initiatives have been made by state and federal
governments to reduce air pollution. Globally, air
quality is measured by the “Air Quality Index (AQI)”
that further used to educate the public about the current
status of air pollution in their surroundings. This
suggested research explores an effective method for
predicting Delhi’s air quality index. In this study, the
'Gated Recurrent Unit (GRU)' model is used to forecast
daily air quality index. In this model, air quality index
isused as a 0dependent variable & daily pollutant
concentration as an independent variable
Keywords :
Air Quality Index(AQI),Deep Learning Model, GRU, Prediction Model.
Air pollution is becoming a concern issue as it
deteriorates the ambient atmosphere. On account of
rapid industrialization and urbanization & wreaking
havoc on the nature, this situation is getting worsen
diurnally. Consequently, it causes health issues to human
& animals, potential damage to historical monuments,
and imparts negative impact on plant growth. Numerous
initiatives have been made by state and federal
governments to reduce air pollution. Globally, air
quality is measured by the “Air Quality Index (AQI)”
that further used to educate the public about the current
status of air pollution in their surroundings. This
suggested research explores an effective method for
predicting Delhi’s air quality index. In this study, the
'Gated Recurrent Unit (GRU)' model is used to forecast
daily air quality index. In this model, air quality index
isused as a 0dependent variable & daily pollutant
concentration as an independent variable
Keywords :
Air Quality Index(AQI),Deep Learning Model, GRU, Prediction Model.
