Detection of Outliers and Extreme Events of Ground Level Particulate Matter Using DBSCAN Algorithm with Local Parameters
Author:
Publisher
Springer Science and Business Media LLC
Subject
Pollution,Water Science and Technology,Ecological Modeling,Environmental Chemistry,Environmental Engineering
Link
https://link.springer.com/content/pdf/10.1007/s11270-022-05679-6.pdf
Reference49 articles.
1. Alver Şahin, Ü., Onat, B., Stakeeva, B., Ceran, T., & Karim, P. (2012). PM10 concentrations and the size distribution of Cu and Fe-containing particles in Istanbul’s subway system. Transportation Research Part d: Transport and Environment, 17(1), 48–53. https://doi.org/10.1016/j.trd.2011.09.003
2. Baltaci, H. (2017). Spatial and temporal variation of the extreme Saharan dust event over Turkey in March 2016. Atmosphere, 8(2). https://doi.org/10.3390/atmos8020041
3. Blázquez-García, A., Conde, A., Mori, U., & Lozano, J. A. (2021). A review on outlier/anomaly detection in time series data. In ACM Computing Surveys, 54(3), 1–33. https://doi.org/10.1145/3444690
4. Bobbia, M., Misiti, M., Misiti, Y., Poggi, J. M., & Portier, B. (2015). Spatial outlier detection in the PM10 monitoring network of Normandy (France). Atmospheric Pollution Research, 6(3), 476–483. https://doi.org/10.5094/APR.2015.053
5. Čampulová, M., Michálek, J., & Moučka, J. (2019). Generalised linear model-based algorithm for detection of outliers in environmental data and comparison with semi-parametric outlier detection methods. Atmospheric Pollution Research, 10(4), 1015–1023. https://doi.org/10.1016/j.apr.2019.01.010
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