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Air Quality Monitoring and Forecasting
TopicLeading institutions, researchers & key papers
This cluster of papers focuses on the advances in low-cost air quality monitoring systems, utilizing technologies such as neural networks, forecasting models, and IoT-based sensor networks to monitor particulate matter and pollutants in urban environments. The research explores the application of machine learning and environmental monitoring techniques to improve the accuracy and accessibility of air quality data.
243
Works
IDs:OpenAlex
How has Air Quality Monitoring and Forecasting's publication output changed over time?
ScholarIQpublication output · 2007–2022
Output grew0% over the shown period — from 1 works in 2007 to 1 in 2022.
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1
1
3
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1
200720092014201620172018201920202022
What are the most-cited papers on Air Quality Monitoring and Forecasting?
ScholarIQmost cited works
Can commercial low-cost sensor platforms contribute to air quality monitoring and exposure estimates?
Núria Castell, Franck René Dauge, Philipp Schneider, Matthias Vogt, Uri Lerner, Barak Fishbain, David M. Broday, Alena Bartoňová
Environment International. 20161,055 CitationsOPEN ACCESS
Data-Driven Machine Learning in Environmental Pollution: Gains and Problems
Xian Liu, Dawei Lü, Aiqian Zhang, Qian Liu, Guibin Jiang
Environmental Science & Technology. 2022528 Citations
Forecasting Air Pollution Particulate Matter (PM2.5) Using Machine Learning Regression Models
Doreswamy, K S Harishkumar, Yogesh KM, Ibrahim Gad
Procedia Computer Science. 2020282 CitationsOPEN ACCESS
Air pollution prediction by using an artificial neural network model
Heidar Maleki, Armin Sorooshian, Gholamreza Goudarzi, Zeynab Baboli, Yaser Tahmasebi Birgani, Mojtaba Rahmati
S101593883. 2019254 CitationsOPEN ACCESS
Satellite-based ground PM2.5 estimation using timely structure adaptive modeling
Xin Fang, Bin Zou, Xiaoping Liu, Troy Sternberg, Liang Zhai
S141808269. 2016238 Citations
Where is Air Quality Monitoring and Forecasting research published, and who funds it?
ScholarIQvenues & funding sources
TOP JOURNALS
TOP FUNDERS
National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
Funder breakdown is a member featureSign up free to unlock
How much of the research on Air Quality Monitoring and Forecasting is open access?
ScholarIQopen access share
47%OPEN ACCESS
Gold
7%
Green
33%
Hybrid
7%
Bronze
0%
Closed
53%
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