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Volumn 24, Issue 5, 2014, Pages 1079-1087

Prediction of suspended sediment concentration from water quality variables

Author keywords

Artificial neural networks; Regression analysis; Stream Harsit; Suspended sediment concentration; Total chromium; Total iron; Turbidity

Indexed keywords

EFFECTIVE PARAMETERS; INDEPENDENT PARAMETERS; ROOT MEAN SQUARE ERRORS; STREAM HARSIT; SUSPENDED SEDIMENT CONCENTRATIONS; TOTAL CHROMIUM; TOTAL IRONS; WATER QUALITY VARIABLES;

EID: 84900639299     PISSN: 09410643     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00521-012-1333-3     Document Type: Article
Times cited : (32)

References (35)
  • 1
    • 79960706915 scopus 로고    scopus 로고
    • Estimation of suspended sediment concentration from total suspended solids and turbidity data for Kentucky, 1978-1995
    • Williamson TN, Crawford CG (2011) Estimation of suspended sediment concentration from total suspended solids and turbidity data for Kentucky, 1978-1995. J Am Water Resour Assoc 47: 739-749.
    • (2011) J Am Water Resour Assoc , vol.47 , pp. 739-749
    • Williamson, T.N.1    Crawford, C.G.2
  • 2
    • 60549084178 scopus 로고    scopus 로고
    • Suspended sediment concentration estimation by an adaptive neuro-fuzzy and neural network approaches using hydro-meteorological data
    • Cobaner M, Unal B, Kisi O (2009) Suspended sediment concentration estimation by an adaptive neuro-fuzzy and neural network approaches using hydro-meteorological data. J Hydrol 367: 52-61.
    • (2009) J Hydrol , vol.367 , pp. 52-61
    • Cobaner, M.1    Unal, B.2    Kisi, O.3
  • 3
    • 33644924333 scopus 로고    scopus 로고
    • Artificial neural networks for estimating daily total suspended sediment in natural streams
    • Tayfur G, Guldal V (2006) Artificial neural networks for estimating daily total suspended sediment in natural streams. Nord Hydrol 37: 69-79.
    • (2006) Nord Hydrol , vol.37 , pp. 69-79
    • Tayfur, G.1    Guldal, V.2
  • 5
    • 69249083949 scopus 로고    scopus 로고
    • EIE, Ankara: General Directorate of Electrical Power Resources Survey and Development Administration
    • EIE (2006) Suspended sediment data for surface waters in Turkey. General Directorate of Electrical Power Resources Survey and Development Administration, Ankara.
    • (2006) Suspended Sediment Data for Surface Waters in Turkey
  • 6
    • 69249148310 scopus 로고    scopus 로고
    • Predicting suspended sediment loads and missing data for Gediz River, Turkey
    • Ulke A, Tayfur G, Ozkul S (2009) Predicting suspended sediment loads and missing data for Gediz River, Turkey. J Hydrol Eng 14: 954-965.
    • (2009) J Hydrol Eng , vol.14 , pp. 954-965
    • Ulke, A.1    Tayfur, G.2    Ozkul, S.3
  • 7
    • 70349781844 scopus 로고    scopus 로고
    • From flumes to rivers: can sediment transport in natural alluvial channels be predicted from observations at the laboratory scale
    • Dogan E, Tripathi S, Lyn DA, Govindaraju RS (2009) From flumes to rivers: can sediment transport in natural alluvial channels be predicted from observations at the laboratory scale. Water Resour Res 45: W08433.
    • (2009) Water Resour Res , vol.45
    • Dogan, E.1    Tripathi, S.2    Lyn, D.A.3    Govindaraju, R.S.4
  • 8
    • 34547663115 scopus 로고    scopus 로고
    • Estimation of Total Sediment Load Concentration Obtained by Experimental Study Using Artificial Neural Networks
    • Dogan E, Yuksel I, Kisi O (2007) Estimation of Total Sediment Load Concentration Obtained by Experimental Study Using Artificial Neural Networks. Environ Fluid Mech 7: 271-288.
    • (2007) Environ Fluid Mech , vol.7 , pp. 271-288
    • Dogan, E.1    Yuksel, I.2    Kisi, O.3
  • 9
    • 0036611003 scopus 로고    scopus 로고
    • Prediction of sediment load concentration in rivers using artificial neural network model
    • Nagy HM, Watanabe K, Hirano M (2002) Prediction of sediment load concentration in rivers using artificial neural network model. J Hydraul Eng ASCE 128: 588-595.
    • (2002) J Hydraul Eng ASCE , vol.128 , pp. 588-595
    • Nagy, H.M.1    Watanabe, K.2    Hirano, M.3
  • 10
    • 47249124477 scopus 로고    scopus 로고
    • Estimating suspended sediment concentrations from turbidity measurements and the calibration problem
    • Minella JPG, Merten GH, Reichert JM, Clarke RT (2008) Estimating suspended sediment concentrations from turbidity measurements and the calibration problem. Hydrol Process 22: 1819-1830.
    • (2008) Hydrol Process , vol.22 , pp. 1819-1830
    • Minella, J.P.G.1    Merten, G.H.2    Reichert, J.M.3    Clarke, R.T.4
  • 11
    • 79952589458 scopus 로고    scopus 로고
    • Turbidity measurements and modified imhoff cone method for estimation of suspended sediment concentration
    • Meral R, Dogan E, Demir Y (2010) Turbidity measurements and modified imhoff cone method for estimation of suspended sediment concentration. Fresenius Environ Bull 19: 3066-3072.
    • (2010) Fresenius Environ Bull , vol.19 , pp. 3066-3072
    • Meral, R.1    Dogan, E.2    Demir, Y.3
  • 12
    • 0031654502 scopus 로고    scopus 로고
    • Neural network applications in determining the fatigue crack opening load
    • Kang JY, Song JH (1998) Neural network applications in determining the fatigue crack opening load. Int J Fatigue 20: 57-69.
    • (1998) Int J Fatigue , vol.20 , pp. 57-69
    • Kang, J.Y.1    Song, J.H.2
  • 13
    • 84856291928 scopus 로고    scopus 로고
    • Estimation of the carbon to nitrogen ratio in compostable solid waste using artificial neural networks
    • Bayram A, Kankal M, Ozsahin TS, Saka F (2011) Estimation of the carbon to nitrogen ratio in compostable solid waste using artificial neural networks. Fresenius Environ Bull 20: 3250-3257.
    • (2011) Fresenius Environ Bull , vol.20 , pp. 3250-3257
    • Bayram, A.1    Kankal, M.2    Ozsahin, T.S.3    Saka, F.4
  • 14
    • 84865289864 scopus 로고    scopus 로고
    • Artificial neural network approach for assessing harbor tranquility: the case of Trabzon Yacht Harbor, Turkey
    • Kankal M, Yuksek O (2012) Artificial neural network approach for assessing harbor tranquility: the case of Trabzon Yacht Harbor, Turkey. Appl Ocean Res 38: 23-31.
    • (2012) Appl Ocean Res , vol.38 , pp. 23-31
    • Kankal, M.1    Yuksek, O.2
  • 15
    • 84880751933 scopus 로고    scopus 로고
    • Prediction of unconfined compressive strength of rock surrounding a roadway using artificial neural network
    • doi:10.1007/s00521-012-0925-2
    • Majdi A, Rezaei M (2012) Prediction of unconfined compressive strength of rock surrounding a roadway using artificial neural network. Neural Comput Appl. doi: 10. 1007/s00521-012-0925-2.
    • (2012) Neural Comput Appl
    • Majdi, A.1    Rezaei, M.2
  • 16
    • 84880758666 scopus 로고    scopus 로고
    • Evaluation of effect of blast design parameters on flyrock using artificial neural networks
    • doi:10.1007/s00521-012-0917-2
    • Monjezi M, Mehrdanesh A, Malek A, Khandelwal M (2012) Evaluation of effect of blast design parameters on flyrock using artificial neural networks. Neural Comput Appl. doi: 10. 1007/s00521-012-0917-2.
    • (2012) Neural Comput Appl
    • Monjezi, M.1    Mehrdanesh, A.2    Malek, A.3    Khandelwal, M.4
  • 17
    • 33749656875 scopus 로고    scopus 로고
    • Dissolved oxygen estimation using artificial neural network for water quality control
    • Sengorur B, Dogan E, Koklu R, Samandar A (2006) Dissolved oxygen estimation using artificial neural network for water quality control. Fresenius Environ Bull 15: 1064-1067.
    • (2006) Fresenius Environ Bull , vol.15 , pp. 1064-1067
    • Sengorur, B.1    Dogan, E.2    Koklu, R.3    Samandar, A.4
  • 18
    • 56849087528 scopus 로고    scopus 로고
    • Application of artificial neural networks to estimate wastewater treatment plant inlet biochemical oxygen demand
    • Dogan E, Ates A, Yilmaz EC, Eren B (2008) Application of artificial neural networks to estimate wastewater treatment plant inlet biochemical oxygen demand. Environ Prog 27: 439-446.
    • (2008) Environ Prog , vol.27 , pp. 439-446
    • Dogan, E.1    Ates, A.2    Yilmaz, E.C.3    Eren, B.4
  • 19
    • 56249121165 scopus 로고    scopus 로고
    • Modeling biological oxygen demand of the Melen River in Turkey using an artificial neural network technique
    • Dogan E, Sengorur B, Koklu R (2009) Modeling biological oxygen demand of the Melen River in Turkey using an artificial neural network technique. J Environ Manag 90: 1229-1235.
    • (2009) J Environ Manag , vol.90 , pp. 1229-1235
    • Dogan, E.1    Sengorur, B.2    Koklu, R.3
  • 20
    • 57049168146 scopus 로고    scopus 로고
    • Modelling daily suspended sediment of rivers in Turkey using several data-driven techniques
    • Kisi O, Yuksel I, Dogan E (2008) Modelling daily suspended sediment of rivers in Turkey using several data-driven techniques. Hydrol Sci J 53: 1270-1285.
    • (2008) Hydrol Sci J , vol.53 , pp. 1270-1285
    • Kisi, O.1    Yuksel, I.2    Dogan, E.3
  • 21
    • 67649111107 scopus 로고    scopus 로고
    • Daily suspended sediment concentration simulation using ANN and neuro-fuzzy models
    • Rajaee T, Mirbagheri SA, Zounemat-Kermani M, Nourani V (2009) Daily suspended sediment concentration simulation using ANN and neuro-fuzzy models. Sci Total Environ 407: 4916-4927.
    • (2009) Sci Total Environ , vol.407 , pp. 4916-4927
    • Rajaee, T.1    Mirbagheri, S.A.2    Zounemat-Kermani, M.3    Nourani, V.4
  • 22
    • 76549088933 scopus 로고    scopus 로고
    • Neural networks approaches for modelling river suspended sediment concentration due to tropical storms
    • Wang YM, Kerh T, Traore S (2009) Neural networks approaches for modelling river suspended sediment concentration due to tropical storms. Global Nest J 11(457): 466.
    • (2009) Global Nest J , vol.11 , Issue.457 , pp. 466
    • Wang, Y.M.1    Kerh, T.2    Traore, S.3
  • 23
    • 80052924174 scopus 로고    scopus 로고
    • Load or concentration, logged or unlogged? Addressing ten years of uncertainty in neural network suspended sediment prediction
    • Mount NJ, Abrahart RJ (2011) Load or concentration, logged or unlogged? Addressing ten years of uncertainty in neural network suspended sediment prediction. Hydrol Process 25: 3144-3157.
    • (2011) Hydrol Process , vol.25 , pp. 3144-3157
    • Mount, N.J.1    Abrahart, R.J.2
  • 24
    • 84864856143 scopus 로고    scopus 로고
    • Estimation of suspended sediment concentration from turbidity measurements using artificial neural networks
    • Bayram A, Kankal M, Onsoy H (2012) Estimation of suspended sediment concentration from turbidity measurements using artificial neural networks. Environ Monit Assess 184: 4355-4365.
    • (2012) Environ Monit Assess , vol.184 , pp. 4355-4365
    • Bayram, A.1    Kankal, M.2    Onsoy, H.3
  • 25
    • 84888829250 scopus 로고    scopus 로고
    • Prediction of suspended sediment in river using fuzzy logic and multilinear regression approaches
    • doi:10.1007/s00521-012-1280-z
    • Demirci M, Baltaci A (2012) Prediction of suspended sediment in river using fuzzy logic and multilinear regression approaches. Neural Comput Appl. doi: 10. 1007/s00521-012-1280-z.
    • (2012) Neural Comput Appl
    • Demirci, M.1    Baltaci, A.2
  • 27
    • 84873612748 scopus 로고    scopus 로고
    • The effects of hydraulics structures in the stream Harşit on suspended sediment transport
    • In: Karahan H, Baykan NO (eds) VI Denizli, Turkey (in Turkish with English abstract)
    • Bayram A, Kankal M, Onsoy H, Bulut VN (2010a) The effects of hydraulics structures in the stream Harşit on suspended sediment transport. In: Karahan H, Baykan NO (eds) VI. Ulusal Hidroloji Kongresi. Denizli, Turkey, pp. 873-882 (in Turkish with English abstract).
    • (2010) Ulusal Hidroloji Kongresi , pp. 873-882
    • Bayram, A.1    Kankal, M.2    Onsoy, H.3    Bulut, V.N.4
  • 29
    • 84889609177 scopus 로고    scopus 로고
    • Effect of Torul and Kürtün dams on suspended sediment concentration in the stream Harşit (Turkey)
    • Trabzon, Turkey (full text in CD: ACE2010-HYD-042)
    • Bayram A, Onsoy H, Bulut VN, Tufekci M (2010c) Effect of Torul and Kürtün dams on suspended sediment concentration in the stream Harşit (Turkey). In: 9th International congress on advances in civil engineering, Trabzon, Turkey (full text in CD: ACE2010-HYD-042).
    • (2010) In: 9th International congress on advances in civil engineering
    • Bayram, A.1    Onsoy, H.2    Bulut, V.N.3    Tufekci, M.4
  • 30
    • 80054741752 scopus 로고    scopus 로고
    • Variation of total organic carbon content along the stream Harsit, Eastern Black Sea Basin, Turkey
    • Bayram A, Onsoy H, Akinci G, Bulut VN (2011) Variation of total organic carbon content along the stream Harsit, Eastern Black Sea Basin, Turkey. Environ Monit Assess 182: 85-95.
    • (2011) Environ Monit Assess , vol.182 , pp. 85-95
    • Bayram, A.1    Onsoy, H.2    Akinci, G.3    Bulut, V.N.4
  • 31
    • 84889568191 scopus 로고    scopus 로고
    • Effects of Torul dam on water quality in the stream Harsit NE Turkey
    • Bayram A, Onsoy H, Komurcu MI, Bulut VN (2012) Effects of Torul dam on water quality in the stream Harsit NE Turkey. Environ Earth Sci 65: 713-723.
    • (2012) Environ Earth Sci , vol.65 , pp. 713-723
    • Bayram, A.1    Onsoy, H.2    Komurcu, M.I.3    Bulut, V.N.4
  • 32
    • 84874448903 scopus 로고    scopus 로고
    • Influences of urban wastewaters on the stream water quality: a case study from Gumushane Province, Turkey
    • doi:10.1007/s10661-012-2632-y
    • Bayram A, Onsoy H, Bulut VN, Akinci G (2012) Influences of urban wastewaters on the stream water quality: a case study from Gumushane Province, Turkey. Environ Monit Assess. doi: 10. 1007/s10661-012-2632-y.
    • (2012) Environ Monit Assess
    • Bayram, A.1    Onsoy, H.2    Bulut, V.N.3    Akinci, G.4
  • 34
    • 0004843506 scopus 로고
    • APHA Standard methods for the examination of water and wastewater, 18th edn. Washington
    • APHA (1992) American Public Health Association. Standard methods for the examination of water and wastewater, 18th edn. Washington.
    • (1992) American Public Health Association
  • 35
    • 3042784151 scopus 로고    scopus 로고
    • Influence of geological condition on the powder factor for tunnel blasting
    • Jogn YH, Lee CI (2004) Influence of geological condition on the powder factor for tunnel blasting. Int J Rock Mech Min Sci 41: 533-538.
    • (2004) Int J Rock Mech Min Sci , vol.41 , pp. 533-538
    • Jogn, Y.H.1    Lee, C.I.2


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