River quality analysis is an important activity which, in Serbia, has been performed using
the Serbian Water Quality Index (SWQI). This is a measure based on a weighted aggregation
of 10 water quality parameters. In this work, alternative methods drawing on visualisation
approaches used in multi-criterion decision analysis are applied to the problem of evaluating river quality in the Danube. Two methods are considered: one which constructs a
graph using the dominance relation combined with a further multi-criterion ranking
method, average rank, and the other in which the dimensionality of the data is reduced
using PCA for visualisation. Results for data collected in 2010 are analysed and compared
with the corresponding SWQI values for the river in that year, and we find that by
employing these methods it is possible to reveal more information within the data than is
possible by using SWQI alone.
Keywords:
River quality / Visualisation / Multi-criteria analysis / Ranking / Water quality indicators
TY - JOUR
AU - Walker, David J.
AU - Jakovljević, Dejana M.
AU - Savić, Dragan
AU - Radovanović, Milan M.
PY - 2015
UR - https://dais.sanu.ac.rs/123456789/2275
AB - River quality analysis is an important activity which, in Serbia, has been performed using
the Serbian Water Quality Index (SWQI). This is a measure based on a weighted aggregation
of 10 water quality parameters. In this work, alternative methods drawing on visualisation
approaches used in multi-criterion decision analysis are applied to the problem of evaluating river quality in the Danube. Two methods are considered: one which constructs a
graph using the dominance relation combined with a further multi-criterion ranking
method, average rank, and the other in which the dimensionality of the data is reduced
using PCA for visualisation. Results for data collected in 2010 are analysed and compared
with the corresponding SWQI values for the river in that year, and we find that by
employing these methods it is possible to reveal more information within the data than is
possible by using SWQI alone.
PB - Pergamon Elsevier Oxford, United Kingdom
T2 - Water Research
T1 - Multi-criterion water quality analysis of the Danube River in Serbia: A visualisation approach
SP - 158
EP - 172
VL - 79
DO - 10.1016/j.watres.2015.03.020
UR - https://hdl.handle.net/21.15107/rcub_dais_2275
ER -
@article{
author = "Walker, David J. and Jakovljević, Dejana M. and Savić, Dragan and Radovanović, Milan M.",
year = "2015",
abstract = "River quality analysis is an important activity which, in Serbia, has been performed using
the Serbian Water Quality Index (SWQI). This is a measure based on a weighted aggregation
of 10 water quality parameters. In this work, alternative methods drawing on visualisation
approaches used in multi-criterion decision analysis are applied to the problem of evaluating river quality in the Danube. Two methods are considered: one which constructs a
graph using the dominance relation combined with a further multi-criterion ranking
method, average rank, and the other in which the dimensionality of the data is reduced
using PCA for visualisation. Results for data collected in 2010 are analysed and compared
with the corresponding SWQI values for the river in that year, and we find that by
employing these methods it is possible to reveal more information within the data than is
possible by using SWQI alone.",
publisher = "Pergamon Elsevier Oxford, United Kingdom",
journal = "Water Research",
title = "Multi-criterion water quality analysis of the Danube River in Serbia: A visualisation approach",
pages = "158-172",
volume = "79",
doi = "10.1016/j.watres.2015.03.020",
url = "https://hdl.handle.net/21.15107/rcub_dais_2275"
}
Walker, D. J., Jakovljević, D. M., Savić, D.,& Radovanović, M. M.. (2015). Multi-criterion water quality analysis of the Danube River in Serbia: A visualisation approach. in Water Research
Pergamon Elsevier Oxford, United Kingdom., 79, 158-172.
https://doi.org/10.1016/j.watres.2015.03.020
https://hdl.handle.net/21.15107/rcub_dais_2275
Walker DJ, Jakovljević DM, Savić D, Radovanović MM. Multi-criterion water quality analysis of the Danube River in Serbia: A visualisation approach. in Water Research. 2015;79:158-172.
doi:10.1016/j.watres.2015.03.020
https://hdl.handle.net/21.15107/rcub_dais_2275 .
Walker, David J., Jakovljević, Dejana M., Savić, Dragan, Radovanović, Milan M., "Multi-criterion water quality analysis of the Danube River in Serbia: A visualisation approach" in Water Research, 79 (2015):158-172,
https://doi.org/10.1016/j.watres.2015.03.020 .,
https://hdl.handle.net/21.15107/rcub_dais_2275 .
, 
