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Assessment of Groundwater Quality by Chemometrics
Chemometric methods were used to analyze large data sets of groundwater quality from 18 wells supplying the central drinking water system of Larissa city (Greece) during the period 2001 to 2007 (8.064 observations) to determine temporal and spatial variations in groundwater quality and to identify pollution sources. Cluster analysis grouped each year into three temporal periods (January–April (first), May–August (second) and September–December (third). Furthermore, spatial cluster analysis was conducted for each period and for all samples, and grouped the 28 monitoring Units HJI (HJI = represent the observations of the monitoring site H, the J‐year and the period I) into three groups (A, B and C). Discriminant Analysis used only 16 from the 24 parameters to correctly assign 97.3% of the cases. In addition, Factor Analysis identified 7, 9 and 8 latent factors for groups A, B and C, respectively.
Assessment of Groundwater Quality by Chemometrics
Chemometric methods were used to analyze large data sets of groundwater quality from 18 wells supplying the central drinking water system of Larissa city (Greece) during the period 2001 to 2007 (8.064 observations) to determine temporal and spatial variations in groundwater quality and to identify pollution sources. Cluster analysis grouped each year into three temporal periods (January–April (first), May–August (second) and September–December (third). Furthermore, spatial cluster analysis was conducted for each period and for all samples, and grouped the 28 monitoring Units HJI (HJI = represent the observations of the monitoring site H, the J‐year and the period I) into three groups (A, B and C). Discriminant Analysis used only 16 from the 24 parameters to correctly assign 97.3% of the cases. In addition, Factor Analysis identified 7, 9 and 8 latent factors for groups A, B and C, respectively.
Assessment of Groundwater Quality by Chemometrics
Papaioannou, Agelos (author) / Rigas, George (author) / Kella, Sotiria (author) / Lokkas, Filotheos (author) / Dinouli, Dimitra (author) / Papakonstantinou, Argiris (author) / Spiliotis, Xenofon (author) / Plageras, Panagiotis (author)
Water Environment Research ; 88 ; 631-643
2016-07-01
13 pages
Article (Journal)
Electronic Resource
English
| Taylor & Francis Verlag | 2016
Exploring Artificial Intelligence Techniques for Groundwater Quality Assessment
| DOAJ | 2021