International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064




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Analysis Study Research Paper | Environmental Science Studies | India | Volume 13 Issue 5, May 2024 | Rating: 4.6 / 10


Statistical Prediction of AQI of Amravati City and Parametric Analysis using PCA and Z - Score Variability

Nidhi Tiwari


Abstract: In India, the rate of urban air pollution has increased to a concerning level. The majority of cities struggle with inadequate air quality, which falls short of healthy air standards. Governmental organizations utilize the air quality index (AQI), which is a numerical representation, to inform the public about the current and projected levels of air pollution. A significant portion of the populace is anticipated to suffer from progressively severe unfavourable health impacts as the AQI rises. In this paper we have used Statistical analysis model, ARIMA (Autoregressive Integrated Moving Average) and PCA (Principal component analysis) and Z - Score variability to understand the dataset and for sequential prediction of AQI data of Amravati region of Maharashtra.


Keywords: Statistical prediction, ARIMA, PCA, Air quality Index, Z - Score, Air Pollution, AQI


Edition: Volume 13 Issue 5, May 2024,


Pages: 147 - 151



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