Air quality index prediction with influence of meteorological parameters using machine learning model for IoT application
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Earth and Planetary Sciences,General Environmental Science
Link
https://link.springer.com/content/pdf/10.1007/s12517-022-09578-2.pdf
Reference30 articles.
1. Bui X-N et al (2019) Estimating PM10 concentration from drilling operations in open-pit mines using an assembly of SVR and PSO. Appl Sci 9(14):2806. https://doi.org/10.3390/app9142806
2. Caselli M, Trizio L, de Gennaro G, Ielpo P (2009) A simple feedforward neural network for the PM10 forecasting: comparison with a radial basis function network and a multivariate linear regression model. Water Air Soil Pollut 201(1–4):365–377. https://doi.org/10.1007/s11270-008-9950-2
3. Javanroodi K, Nik VM (2020) Interactions between extreme climate and urban morphology: investigating the evolution of extreme wind speeds from mesoscale to microscale. Urban Clim 31:100544. https://doi.org/10.1016/j.uclim.2019.100544
4. Kayes I, Shahriar SA, Hasan K, Akhter M, Kabir MM, Salam MA (2019) The relationships between meteorological parameters and air pollutants in an urban environment. Glob J Environ Sci Manag 5(3):265–278. https://doi.org/10.22034/GJESM.2019.03.01
5. Khayatian F, Sarto L, Dall’O’ G (2016) Application of neural networks for evaluating energy performance certificates of residential buildings. Energy Build. 125:45–54. https://doi.org/10.1016/j.enbuild.2016.04.067
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