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Volumn 19, Issue 4, 2012, Pages 983-999

A concurrent neuro-fuzzy inference system for screening the ecological risk in rivers

Author keywords

Ebro River (Spain); Ecological risk assessment; Fuzzy inference systems; Self organizing maps; Water quality

Indexed keywords

ACCURACY ASSESSMENT; AQUATIC ORGANISM; BIOACCUMULATION; BIOMONITORING; CHEMICAL POLLUTANT; FRESHWATER ECOSYSTEM; FUZZY MATHEMATICS; METAL; PAH; PESTICIDE; RISK ASSESSMENT; RIVER BASIN; RIVER POLLUTION; RIVER WATER; TOXICITY; WATER QUALITY;

EID: 84860537893     PISSN: 09441344     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11356-011-0595-0     Document Type: Article
Times cited : (15)

References (60)
  • 1
    • 48549107282 scopus 로고    scopus 로고
    • Assessment of self-organizing map artificial neural networks for the classification of sediment quality
    • Alvarez-Guerra M, González-Piñuela C, Andrés A, Galán B, Viguri JR (2008) Assessment of self-organizing map artificial neural networks for the classification of sediment quality. Environ Int 34: 782-790.
    • (2008) Environ Int , vol.34 , pp. 782-790
    • Alvarez-Guerra, M.1    González-Piñuela, C.2    Andrés, A.3    Galán, B.4    Viguri, J.R.5
  • 2
    • 34548513964 scopus 로고    scopus 로고
    • Assessing daily tropical rainfall variations using a neuro-fuzzy classification model
    • Annas S, Kanai T, Koyama S (2007) Assessing daily tropical rainfall variations using a neuro-fuzzy classification model. Ecol Inform 2: 159-166.
    • (2007) Ecol Inform , vol.2 , pp. 159-166
    • Annas, S.1    Kanai, T.2    Koyama, S.3
  • 3
    • 33646494836 scopus 로고    scopus 로고
    • Estimating biodegradation half-lives for use in chemical screening
    • Aronson D, Boethling R, Howard P, Stiteler W (2006) Estimating biodegradation half-lives for use in chemical screening. Chemosphere 63: 1953-1960.
    • (2006) Chemosphere , vol.63 , pp. 1953-1960
    • Aronson, D.1    Boethling, R.2    Howard, P.3    Stiteler, W.4
  • 4
    • 66249096720 scopus 로고    scopus 로고
    • Comparative analysis for preprocessing voltage at remote terminal unit by using different membership functions
    • Batra R, Chandna VK (2009) Comparative analysis for preprocessing voltage at remote terminal unit by using different membership functions. IEEE International Advance Computing Conference, pp. 453-457.
    • (2009) IEEE International Advance Computing Conference , pp. 453-457
    • Batra, R.1    Chandna, V.K.2
  • 5
    • 24944589068 scopus 로고    scopus 로고
    • Indicators for chemicals: sources, impacts and policy performance
    • Bunke D, Oldenburg C (2005) Indicators for chemicals: sources, impacts and policy performance. Environ Sci Pollut Res 12: 310-314.
    • (2005) Environ Sci Pollut Res , vol.12 , pp. 310-314
    • Bunke, D.1    Oldenburg, C.2
  • 6
    • 0035988034 scopus 로고    scopus 로고
    • Assessment of river Po sediment quality by micropollutant analysis
    • Camusso M, Galassi S, Vignati D (2002) Assessment of river Po sediment quality by micropollutant analysis. Water Res 36: 2491-2504.
    • (2002) Water Res , vol.36 , pp. 2491-2504
    • Camusso, M.1    Galassi, S.2    Vignati, D.3
  • 7
    • 33746329318 scopus 로고    scopus 로고
    • A review on integration of artificial intelligence into water quality modelling
    • Chau KW (2006) A review on integration of artificial intelligence into water quality modelling. Mar Pollut Bull 52: 726-733.
    • (2006) Mar Pollut Bull , vol.52 , pp. 726-733
    • Chau, K.W.1
  • 8
    • 0036567542 scopus 로고    scopus 로고
    • Knowledge management system on flow and water quality modeling
    • Chau KW, Cheng CT, Li CW (2002) Knowledge management system on flow and water quality modeling. Expert Syst Appl 22: 321-330.
    • (2002) Expert Syst Appl , vol.22 , pp. 321-330
    • Chau, K.W.1    Cheng, C.T.2    Li, C.W.3
  • 11
  • 13
    • 7044272859 scopus 로고    scopus 로고
    • Water quality evaluation in Catalonian Mediterranean rivers using epilithic diatoms as bioindicators
    • Goma J, Ortiz R, Cambra J, Ector L (2004) Water quality evaluation in Catalonian Mediterranean rivers using epilithic diatoms as bioindicators. Vie Milieu 54: 81-90.
    • (2004) Vie Milieu , vol.54 , pp. 81-90
    • Goma, J.1    Ortiz, R.2    Cambra, J.3    Ector, L.4
  • 15
    • 77049092556 scopus 로고    scopus 로고
    • Spatial variation and source apportionment of water pollution in Qiantang River (China) using statistical techniques
    • Huang F, Wang X, Lou L, Zhou Z, Wu J (2010) Spatial variation and source apportionment of water pollution in Qiantang River (China) using statistical techniques. Water Res 44: 1562-1572.
    • (2010) Water Res , vol.44 , pp. 1562-1572
    • Huang, F.1    Wang, X.2    Lou, L.3    Zhou, Z.4    Wu, J.5
  • 16
    • 0034095345 scopus 로고    scopus 로고
    • Priority assessment of toxic substances in life cycle assessment. Part I: calculation of toxicity potentials for 181 substances with the nested multi-media fate, exposure and effects model USES-LCA
    • Huijbregts MAJ, Thissen U, Guinee JB, Jager T, Kalf D, van de Meent D, Ragas AMJ, Wegener Sleeswijk A, Reijnders L (2000) Priority assessment of toxic substances in life cycle assessment. Part I: calculation of toxicity potentials for 181 substances with the nested multi-media fate, exposure and effects model USES-LCA. Chemosphere 41: 541-573.
    • (2000) Chemosphere , vol.41 , pp. 541-573
    • Huijbregts, M.A.J.1    Thissen, U.2    Guinee, J.B.3    Jager, T.4    Kalf, D.5    van de Meent, D.6    Ragas, A.M.J.7    Wegener Sleeswijk, A.8    Reijnders, L.9
  • 17
    • 27944454345 scopus 로고    scopus 로고
    • Human population intake fractions and environmental fate factors of toxic pollutants in life cycle impact assessment
    • Huijbregts MAJ, Struijs J, Goedkoop M, Heijungs R, Jan Hendriks A, van de Meent D (2005) Human population intake fractions and environmental fate factors of toxic pollutants in life cycle impact assessment. Chemosphere 61: 1495-1504.
    • (2005) Chemosphere , vol.61 , pp. 1495-1504
    • Huijbregts, M.A.J.1    Struijs, J.2    Goedkoop, M.3    Heijungs, R.4    Jan Hendriks, A.5    van de Meent, D.6
  • 18
    • 0027601884 scopus 로고
    • ANFIS - Adaptive-Network-Based Fuzzy Inference System
    • Jang JSR (1993) ANFIS - Adaptive-Network-Based Fuzzy Inference System. IEEE T Syst Man Cyb 23: 665-685.
    • (1993) IEEE T Syst Man Cyb , vol.23 , pp. 665-685
    • Jang, J.S.R.1
  • 19
    • 79951856961 scopus 로고    scopus 로고
    • A recurrent neuro-fuzzy system and its application in inferential sensing
    • ISSN 1568-4946
    • Jassar S, Liao Z, Zhao L (2011) A recurrent neuro-fuzzy system and its application in inferential sensing. Appl Soft Comput 11: 2935-2945, ISSN 1568-4946.
    • (2011) Appl Soft Comput , vol.11 , pp. 2935-2945
    • Jassar, S.1    Liao, Z.2    Zhao, L.3
  • 20
    • 34547939646 scopus 로고    scopus 로고
    • PestScreen: a screening approach for scoring and ranking pesticides by their environmental and toxicological concern
    • Juraske R, Anton A, Castells F, Huijbregts MAJ (2007) PestScreen: a screening approach for scoring and ranking pesticides by their environmental and toxicological concern. Environ Int 33: 886-893.
    • (2007) Environ Int , vol.33 , pp. 886-893
    • Juraske, R.1    Anton, A.2    Castells, F.3    Huijbregts, M.A.J.4
  • 21
    • 7044247481 scopus 로고    scopus 로고
    • An ovERPiew of OSPAR priority compounds and selection of a representative training set
    • Knekta E, Andersson PL, Johansson M, Tysklind M (2004) An ovERPiew of OSPAR priority compounds and selection of a representative training set. Chemosphere 57: 1495-1503.
    • (2004) Chemosphere , vol.57 , pp. 1495-1503
    • Knekta, E.1    Andersson, P.L.2    Johansson, M.3    Tysklind, M.4
  • 22
    • 0020068152 scopus 로고
    • Self-organized formation of topologically correct feature maps
    • Kohonen T (1982) Self-organized formation of topologically correct feature maps. Biol Cybern 43: 59-69.
    • (1982) Biol Cybern , vol.43 , pp. 59-69
    • Kohonen, T.1
  • 23
    • 33646423535 scopus 로고    scopus 로고
    • Inhibition of microphytobenthic photosynthesis by the herbicides atrazine and diuron
    • Legrand H, Herlory O, Guarini JM, Blanchard GF, Richard P (2006) Inhibition of microphytobenthic photosynthesis by the herbicides atrazine and diuron. Cah Biol Mar 47: 39-45.
    • (2006) Cah Biol Mar , vol.47 , pp. 39-45
    • Legrand, H.1    Herlory, O.2    Guarini, J.M.3    Blanchard, G.F.4    Richard, P.5
  • 26
    • 33749438246 scopus 로고    scopus 로고
    • Viewpoint: policy requirements for protecting wildlife from endocrine disruptors
    • Lyons G (2006) Viewpoint: policy requirements for protecting wildlife from endocrine disruptors. Environ Health Perspect 114: 142-146.
    • (2006) Environ Health Perspect , vol.114 , pp. 142-146
    • Lyons, G.1
  • 28
    • 77950950443 scopus 로고    scopus 로고
    • Application of self-organizing maps for PCDD/F pattern recognition of environmental and biological samples to evaluate the impact of a hazardous waste incinerator
    • Mari M, Nadal M, Schuhmacher M, Domingo JL (2010) Application of self-organizing maps for PCDD/F pattern recognition of environmental and biological samples to evaluate the impact of a hazardous waste incinerator. Environ Sci Technol 44: 3162-3168.
    • (2010) Environ Sci Technol , vol.44 , pp. 3162-3168
    • Mari, M.1    Nadal, M.2    Schuhmacher, M.3    Domingo, J.L.4
  • 29
    • 0033037957 scopus 로고    scopus 로고
    • Improved method for estimating bioconcentration/bioaccumulation factor from octanol/water partition coefficient
    • Meylan WM, Howard PH, Boethling RS, Aronson D, Printup H, Gouchie S (1999) Improved method for estimating bioconcentration/bioaccumulation factor from octanol/water partition coefficient. Environ Toxicol Chem 18: 664-672.
    • (1999) Environ Toxicol Chem , vol.18 , pp. 664-672
    • Meylan, W.M.1    Howard, P.H.2    Boethling, R.S.3    Aronson, D.4    Printup, H.5    Gouchie, S.6
  • 31
    • 33845384467 scopus 로고    scopus 로고
    • Neural network and genetic programming for modelling coastal algal blooms
    • Muttil N, Chau KW (2006) Neural network and genetic programming for modelling coastal algal blooms. Int J Environ Pollut 28: 223-238.
    • (2006) Int J Environ Pollut , vol.28 , pp. 223-238
    • Muttil, N.1    Chau, K.W.2
  • 32
    • 34250774983 scopus 로고    scopus 로고
    • Machine learning paradigms for selecting ecologically significant input variables
    • Muttil N, Chau KW (2007) Machine learning paradigms for selecting ecologically significant input variables. Eng Appl Artif Intell 20: 735-744.
    • (2007) Eng Appl Artif Intell , vol.20 , pp. 735-744
    • Muttil, N.1    Chau, K.W.2
  • 33
    • 33746023967 scopus 로고    scopus 로고
    • Definition and GIS-based characterization of an integral risk index applied to a chemical/petrochemical area
    • Nadal M, Kumar V, Schuhmacher M, Domingo JL (2006) Definition and GIS-based characterization of an integral risk index applied to a chemical/petrochemical area. Chemosphere 64: 1526-1535.
    • (2006) Chemosphere , vol.64 , pp. 1526-1535
    • Nadal, M.1    Kumar, V.2    Schuhmacher, M.3    Domingo, J.L.4
  • 34
    • 33746823764 scopus 로고    scopus 로고
    • Assessing water quality in rivers with fuzzy inference systems: a case study
    • Ocampo-Duque W, Ferré-Huguet N, Domingo JL, Schuhmacher M (2006) Assessing water quality in rivers with fuzzy inference systems: a case study. Environ Int 32: 733-742.
    • (2006) Environ Int , vol.32 , pp. 733-742
    • Ocampo-Duque, W.1    Ferré-Huguet, N.2    Domingo, J.L.3    Schuhmacher, M.4
  • 35
    • 34249288002 scopus 로고    scopus 로고
    • A neural-fuzzy approach to classify the ecological status in surface waters
    • Ocampo-Duque W, Schuhmacher M, Domingo JL (2007) A neural-fuzzy approach to classify the ecological status in surface waters. Environ Pollut 148: 634-641.
    • (2007) Environ Pollut , vol.148 , pp. 634-641
    • Ocampo-Duque, W.1    Schuhmacher, M.2    Domingo, J.L.3
  • 36
    • 44149084164 scopus 로고    scopus 로고
    • Estimating the environmental impact of micro-pollutants in the low Ebro River (Spain): an approach based on screening toxicity with Vibrio fischeri
    • Ocampo-Duque W, Sierra J, Ferré-Huguet N, Schuhmacher M, Domingo JL (2008) Estimating the environmental impact of micro-pollutants in the low Ebro River (Spain): an approach based on screening toxicity with Vibrio fischeri. Chemosphere 72: 715-721.
    • (2008) Chemosphere , vol.72 , pp. 715-721
    • Ocampo-Duque, W.1    Sierra, J.2    Ferré-Huguet, N.3    Schuhmacher, M.4    Domingo, J.L.5
  • 38
    • 0035674027 scopus 로고    scopus 로고
    • Comparison of chemical screening and ranking approaches: the waste minimization prioritization tool versus toxic equivalency potentials
    • Pennington DW, Bare JC (2001) Comparison of chemical screening and ranking approaches: the waste minimization prioritization tool versus toxic equivalency potentials. Risk Anal 21: 897-912.
    • (2001) Risk Anal , vol.21 , pp. 897-912
    • Pennington, D.W.1    Bare, J.C.2
  • 39
    • 33746895164 scopus 로고    scopus 로고
    • Predicted effects of toxicant mixtures are confirmed by changes in fish species assemblages in Ohio, USA, Rivers
    • Posthuma L, De Zwart D (2006) Predicted effects of toxicant mixtures are confirmed by changes in fish species assemblages in Ohio, USA, Rivers. Environ Toxicol Chem 25: 1094-1105.
    • (2006) Environ Toxicol Chem , vol.25 , pp. 1094-1105
    • Posthuma, L.1    de Zwart, D.2
  • 41
    • 84871334620 scopus 로고    scopus 로고
    • Risk Assessment Information System
    • RAIS, Oak Ridge US. Available at, (Accessed 20/02/2011)
    • RAIS (2007) Risk Assessment Information System. Ecological Benchmark Tool. Oak Ridge US. Available at http://rais. ornl. gov/tools/eco_search. php (Accessed 20/02/2011).
    • (2007) Ecological Benchmark Tool
  • 42
    • 79952902673 scopus 로고    scopus 로고
    • Novel approach for assessing heavy metal pollution and ecotoxicological status of rivers by means of passive sampling methods
    • Roig N, Nadal M, Sierra J, Ginebreda A, Schuhmacher M, Domingo JL (2011) Novel approach for assessing heavy metal pollution and ecotoxicological status of rivers by means of passive sampling methods. Environ Int 37: 671-677.
    • (2011) Environ Int , vol.37 , pp. 671-677
    • Roig, N.1    Nadal, M.2    Sierra, J.3    Ginebreda, A.4    Schuhmacher, M.5    Domingo, J.L.6
  • 44
    • 12344303523 scopus 로고    scopus 로고
    • Toxic effects of isoproturon on periphyton communities - a microcosm study
    • Schmitt-Jansen M, Altenburger R (2005) Toxic effects of isoproturon on periphyton communities - a microcosm study. Estuar Coast Shelf Sci 62: 539-545.
    • (2005) Estuar Coast Shelf Sci , vol.62 , pp. 539-545
    • Schmitt-Jansen, M.1    Altenburger, R.2
  • 46
    • 33748961810 scopus 로고    scopus 로고
    • Identification and distribution of contamination sources in the Ebro river basin by chemometrics modelling coupled to geographical information systems
    • Terrado M, Barcelo D, Tauler R (2006) Identification and distribution of contamination sources in the Ebro river basin by chemometrics modelling coupled to geographical information systems. Talanta 70: 691-704.
    • (2006) Talanta , vol.70 , pp. 691-704
    • Terrado, M.1    Barcelo, D.2    Tauler, R.3
  • 48
    • 78650652602 scopus 로고    scopus 로고
    • Assessment of the water quality of a river catchment by chemometric expertise
    • Tsakovski S, Astel A, Simeonov V (2010) Assessment of the water quality of a river catchment by chemometric expertise. J Chemometr 24: 694-702.
    • (2010) J Chemometr , vol.24 , pp. 694-702
    • Tsakovski, S.1    Astel, A.2    Simeonov, V.3
  • 49
    • 84860544133 scopus 로고    scopus 로고
    • USDOE, United States Department of Energy Savanah River Site. Aiken, United States. Available at, (Accessed 20/02/2011)
    • USDOE (1999) Aquatic Toxicity Reference Values, United States Department of Energy Savanah River Site. Aiken, United States. Available at: http://www. srs. gov/general/programs/soil/ffa/rdh/p76. PDF (Accessed 20/02/2011).
    • (1999) Aquatic Toxicity Reference Values
  • 51
    • 84871271628 scopus 로고    scopus 로고
    • USEPA, United States Environmental Protection Agency. Available at, (Accessed 20/02/2011)
    • USEPA (2011a) Ecological risk assessment: freshwater screening benchmarks. United States Environmental Protection Agency. Available at http://www. epa. gov/reg3hwmd/risk/eco/btag/sbv/fw/screenbench. htm. (Accessed 20/02/2011).
    • (2011) Ecological risk assessment: Freshwater screening benchmarks
  • 52
    • 55549124290 scopus 로고    scopus 로고
    • USEPA, Office of Pollution Prevention and Toxics: Available at, (Accessed 20/02/2011)
    • USEPA (2011b) Estimation Program Interface Suite (EPI Suite™) v3. 12. Office of Pollution Prevention and Toxics: Available at: http://www. epa. gov/opptintr/exposure/pubs/episuite. htm. (Accessed 20/02/2011).
    • (2011) Estimation Program Interface Suite (EPI Suite™) v3.12
  • 53
    • 84871298535 scopus 로고    scopus 로고
    • USGS, United States Geological Survey. Available at
    • USGS (2004) Water Quality Benchmarks of the NAWQA Program. United States Geological Survey. Available at: http://or. water. usgs. gov/sumrpt/.
    • (2004) Water Quality Benchmarks of the NAWQA Program
  • 54
    • 84871342650 scopus 로고    scopus 로고
    • SOM toolbox for matlab 5. Helsinki University of Technology, (Accessed 20/02/2011)
    • Vesanto J, Himberg J, Alhonniemi E, Parhankangas J (2000) SOM toolbox for matlab 5. Helsinki University of Technology. http://www. cis. hut. fi/projects/somtoolbox/. (Accessed 20/02/2011).
    • (2000)
    • Vesanto, J.1    Himberg, J.2    Alhonniemi, E.3    Parhankangas, J.4
  • 55
    • 29344439131 scopus 로고    scopus 로고
    • The evolution of the environmental quality concept: from the USEPA Red Book to the European Water Framework Directive
    • Vighi M, Finizio A, Villa S (2006) The evolution of the environmental quality concept: from the USEPA Red Book to the European Water Framework Directive. Environ Sci Pollut Res 13: 9-14.
    • (2006) Environ Sci Pollut Res , vol.13 , pp. 9-14
    • Vighi, M.1    Finizio, A.2    Villa, S.3
  • 56
    • 10844248429 scopus 로고    scopus 로고
    • Intelligent web traffic mining and analysis
    • Wang X, Abraham A, Smith KA (2005) Intelligent web traffic mining and analysis. J Netw Comput Appl 28: 147-165.
    • (2005) J Netw Comput Appl , vol.28 , pp. 147-165
    • Wang, X.1    Abraham, A.2    Smith, K.A.3
  • 57
    • 33845388923 scopus 로고    scopus 로고
    • Mathematical model of water quality rehabilitation with rainwater utilization? A case study at Haigang
    • Wu CL, Chau KW (2006) Mathematical model of water quality rehabilitation with rainwater utilization? A case study at Haigang. Int J Environ Pollut 28: 534-545.
    • (2006) Int J Environ Pollut , vol.28 , pp. 534-545
    • Wu, C.L.1    Chau, K.W.2
  • 58
    • 33845447724 scopus 로고    scopus 로고
    • A hybrid adaptive time-delay neural network model for multi-step-ahead prediction of sunspot activity
    • Xie JX, Cheng CT, Chau KW, Pei YZ (2006) A hybrid adaptive time-delay neural network model for multi-step-ahead prediction of sunspot activity. Int J Environ Pollut 28: 364-381.
    • (2006) Int J Environ Pollut , vol.28 , pp. 364-381
    • Xie, J.X.1    Cheng, C.T.2    Chau, K.W.3    Pei, Y.Z.4
  • 59
    • 33845462467 scopus 로고    scopus 로고
    • Multiple criteria data envelopment analysis for full ranking units associated to environment impact assessment
    • Zhao MY, Cheng CT, Chau KW, Li G (2006) Multiple criteria data envelopment analysis for full ranking units associated to environment impact assessment. Int J Environ Pollut 28: 448-464.
    • (2006) Int J Environ Pollut , vol.28 , pp. 448-464
    • Zhao, M.Y.1    Cheng, C.T.2    Chau, K.W.3    Li, G.4
  • 60
    • 77749315522 scopus 로고    scopus 로고
    • Large-scale assessment of soil erosion using a neuro-fuzzy model combined with GIS: a case study of Hubei Province, China
    • Zhu D, Wang TW, Cai CF, Li L, Shi ZH (2009) Large-scale assessment of soil erosion using a neuro-fuzzy model combined with GIS: a case study of Hubei Province, China. Land Degrad Develop 20: 654-666.
    • (2009) Land Degrad Develop , vol.20 , pp. 654-666
    • Zhu, D.1    Wang, T.W.2    Cai, C.F.3    Li, L.4    Shi, Z.H.5


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