Air quality data prediction using data analytics

SK Sidharthan, K Kalaiarasan, N Nancy… - AIP Conference …, 2024 - pubs.aip.org
Air pollution is usually described as the release into the atmosphere of contaminants which
are harmful to human health and the environment. It may be described as one of the most …

[PDF][PDF] Air quality prediction: Big data and machine learning approaches

GK Kang, JZ Gao, S Chiao, S Lu, G Xie - Int. J. Environ. Sci. Dev, 2018 - academia.edu
Monitoring and preserving air quality has become one of the most essential activities in
many industrial and urban areas today. The quality of air is adversely affected due to various …

Predicting Mumbai's Air Quality Index by Machine Learning

K Chaudhari, D Joshi, P Harugade… - 2023 4th …, 2023 - ieeexplore.ieee.org
The purity of air plays a major role on mortal health of people. Poor quality of air leads to
many forms of diseases, most probably in the kids. Looking at the vulnerability of air quality …

Air Quality Monitoring System

G Vijay Kumar, K Kiran Kumar… - Recent Trends in …, 2021 - ebooks.iospress.nl
Safeguarding and checking of air quality has becoming a most important practice in various
modern and metropolitan zones now a days. The behaviour of air is unfavourably influenced …

Air Quality Prediction and Monitoring Using Machine Learning-Based Forecasting Approach

D Kumar, SN Chaudhri… - … Conference on IoT …, 2023 - ieeexplore.ieee.org
Air pollution is one of the largest dangers to the environment and public health today. As a
result, the ecology, the climate, and human health all suffer. Numerous techniques for …

Air Quality Prediction and Analysis using Machine Learning

A Gururaj, V Nagaraj, AS Rajesh… - 2024 5th …, 2024 - ieeexplore.ieee.org
The rapid urbanization and industrialization of modern societies have led to a significant
increase in air pollution levels, posing severe threats to human health and the environment …

An Approach to Detect Air Quality using Machine Learning and Data Analysis Tools

A Roy, MR Mim - 2023 14th International Conference on …, 2023 - ieeexplore.ieee.org
After the headway of the computerized structure, Information science hopes to be a
fundamental part here. Information science stores and investigates information of various …

Air quality analysis & prediction using machine learning: Pune smart city case study

P Sonawane, S Dhanawade… - 2023 IEEE 8th …, 2023 - ieeexplore.ieee.org
The rise in air pollution emanating from fossil fuel consumption, tyre wear, quarrying and
brick units and industries has its severe harmful effects on environment. Thus, it has made …

BIG DATA ANALYTICS FOR AIR QUALITY MONITORING ASSESSMENT BASED ON IoT PLATFORM.

D Ivanova, A Elenkov - International Journal on Information …, 2019 - search.ebscohost.com
The paper is proposed a machine learning algorithm for IoT platform, Paspberry Pi to predict
the values of various pollutants in the air based on big data analytics. The conceptual model …

AQMP: Air Quality Monitoring and Prediction using Machine Learning

S Goyal, A Kaur, V Sharma, N Batra… - 2024 2nd International …, 2024 - ieeexplore.ieee.org
In light of current human concerns, air quality monitoring is an essential step. Carbon
dioxide, nitrogen dioxide, carbon monoxide, and other air pollutants are emitted when coal …