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Prognosis of air quality index and air pollution using machine learning techniques. [PDF]

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Abdelmalek MM, Mahmoud H, Shokry H.
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Estimation of urban AQI based on interpretable machine learning

Environmental Science and Pollution Research, 2023
Air pollution is an increasingly serious problem. Accurate and efficient prediction of air quality can effectively prevent air pollution and improve the quality of human life. The air quality index (AQI) is a dimensionless tool to describe air quality quantitatively.
Siyuan, Wang, Ying, Ren, Bisheng, Xia
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2021
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PORTABLE AQI STATION

Air pollution has emerged as one of the most critical challenges facing modern society, with profound implications for human health, environmental sustainability, and overall quality of life. The growing levels of harmful pollutants in the atmosphere have been linked to respiratory diseases, cardiovascular conditions, and environmental degradation.
Roy, Nikhil, Temkar, Sujal, Sharma, Pradyumne, S Shete, Mr. Deepak   +3 more
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Multi-source Machine Learning for AQI Estimation

2020 IEEE International Conference on Big Data (Big Data), 2020
In many countries worldwide, effectively estimating AQI values and levels is essential for better monitoring the air pollution around the living area. This problem has become one of the interesting research subjects for many years, and there are many applications developed for personal usages.
Dat Q. Duong, Quang M. Le, Tan-Loc Nguyen-Tai, Dong Bo, Dat Nguyen, Minh-Son Dao, Binh T. Nguyen   +6 more
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AQI Constitution

A constitution for the nascent AQI (Artificial Quorum Intelligence). This framework seeks to define protocols of self governance through common purpose and voting.
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Meteorological AQI and pollutants concentration-based AQI predictor

International Journal of Environmental Science and Technology, 2023
S. Sachdeva, R. Kaur, null Kimmi, H. Singh, K. Aggarwal, S. Kharb   +5 more
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Analyzing AQI before Covid '19

In the populated and developing countries, governments consider the regulation and protection of environment as a major task and should take into consideration the concept of smart environment monitoring. The main motive of these systems is to enhance the environment with various technology including sensors, processors, data sets, and other devices ...
Rohit Rastogi, Sheelu Sagar, Neeti Tandon   +2 more
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Improving the Canadian Air Quality Index (AQI) formulation: Research syntheses of index development and AQI formulation approaches, and analytical comparisons of AQI formulation options

2013
There has been increasing evidence showing that current Canadian Air Quality Indices (AQIs) are not providing the public with accurate information on air quality conditions. In response, a process for improvement of Canadian AQIs was initiated in 2001 by Environment Canada and a broad multi-stakeholder community.
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D3.1 Architecture of AQIS

One of the core objectives of the EXA4MIND project is enabling Extreme Data Analytics and Processing. To fulfl this objective, one of the major modules of the project is the Advanced Querying and Indexing System (AQIS), the architecture of which is presented in this document.
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