메뉴 건너뛰기




Volumn 12, Issue 5, 2007, Pages 532-539

Streamflow forecasting using different artificial neural network algorithms

Author keywords

Algorithms; Forecasting; Neural networks; Streamflow

Indexed keywords

ALGORITHMS; CORRELATION METHODS; FORECASTING; NEURAL NETWORKS; OPTIMIZATION;

EID: 34548146808     PISSN: 10840699     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)1084-0699(2007)12:5(532)     Document Type: Article
Times cited : (355)

References (24)
  • 2
    • 33645158824 scopus 로고    scopus 로고
    • "Rainfall-runoff modelling using artificial neural networks technique: A Blue Nile catchment case study"
    • HYPRE30885-608710.1002/hyp.5932
    • Antar, M. A., Elassiouti, I., and Allam, M. N. (2006). "Rainfall-runoff modelling using artificial neural networks technique: A Blue Nile catchment case study." Hydrolog. Process. HYPRE30885-608710.1002/hyp.5932, 20(5), 1201-1216.
    • (2006) Hydrolog. Process. , vol.20 , Issue.5 , pp. 1201-1216
    • Antar, M.A.1    Elassiouti, I.2    Allam, M.N.3
  • 3
    • 0034174280 scopus 로고    scopus 로고
    • "Artificial neural networks in hydrology. I: Preliminary concepts"
    • ASCE Task Committee on Application of Artificial Neural Networks in Hydrology. JHYEFF1084-069910.1061/(ASCE)1084-0699(2000)5:2(115)
    • ASCE Task Committee on Application of Artificial Neural Networks in Hydrology. (2000a). "Artificial neural networks in hydrology. I: Preliminary concepts." J. Hydrol. Eng. JHYEFF1084-069910.1061/ (ASCE)1084-0699(2000)5:2(115), 5(2), 115-123.
    • (2000) J. Hydrol. Eng. , vol.5 , Issue.2 , pp. 115-123
  • 4
    • 0034174396 scopus 로고    scopus 로고
    • "Artificil neural networks in hydrology. II: Hydrologic applications"
    • ASCE Task Committee on Application of Artificial Neural Networks in Hydrology. JHYEFF1084-069910.1061/(ASCE)1084-0699(2000)5:2(124)
    • ASCE Task Committee on Application of Artificial Neural Networks in Hydrology. (2000b). "Artificial neural networks in hydrology. II: Hydrologic applications." J. Hydrol. Eng. JHYEFF1084-069910.1061/ (ASCE)1084-0699(2000)5:2(124), 5(2), 124-137.
    • (2000) J. Hydrol. Eng. , vol.5 , Issue.2 , pp. 124-137
  • 5
    • 0034621379 scopus 로고    scopus 로고
    • "Daily reservoir inflow forecasting using artificial neural networks with stopped training approach."
    • JHYDA70022-169410.1016/S0022-1694(00)00214-6
    • Coulibaly, P., Anctil, F., and Bobe'e, B. (2000). "Daily reservoir inflow forecasting using artificial neural networks with stopped training approach." J. Hydrol. JHYDA70022-169410.1016/ S0022-1694(00)00214-6, 230(3-4), 244-257.
    • (2000) J. Hydrol. , vol.230 , Issue.3-4 , pp. 244-257
    • Coulibaly, P.1    Anctil, F.2    Bobe'e, B.3
  • 6
    • 20344369583 scopus 로고    scopus 로고
    • "Groundwater level forecasting using artificial neural networks"
    • JHYDA70022-169410.1016/j.jhydrol.2004.12.001
    • Daliakopoulos, I. N., Coulibaly, P., and Tsanis, I. K. (2005). "Groundwater level forecasting using artificial neural networks." J. Hydrol. JHYDA70022-169410.1016/j.jhydrol.2004.12.001, 309, 229-240.
    • (2005) J. Hydrol. , vol.309 , pp. 229-240
    • Daliakopoulos, I.N.1    Coulibaly, P.2    Tsanis, I.K.3
  • 7
    • 0029413797 scopus 로고
    • "Artificial neural network modeling of rainfall-runoff process"
    • WRERAQ0043-139710.1029/95WR01955
    • Hsu, K. L., Gupta, H. V., and Sorooshian, S. (1995). "Artificial neural network modeling of rainfall-runoff process." Water Resour. Res. WRERAQ0043-139710.1029/95WR01955, 31(10), 2517-2530.
    • (1995) Water Resour. Res. , vol.31 , Issue.10 , pp. 2517-2530
    • Hsu, K.L.1    Gupta, H.V.2    Sorooshian, S.3
  • 8
    • 4644299731 scopus 로고    scopus 로고
    • "Forecasting flows in Apalachicola River using neural networks"
    • HYPRE30885-608710.1002/hyp.1492
    • Huang, W., Xu, B., and Hilton, A. C. (2004). "Forecasting flows in Apalachicola River using neural networks." Hydrolog. Process. HYPRE30885-608710.1002/hyp.1492, 18(13), 2545-2564.
    • (2004) Hydrolog. Process. , vol.18 , Issue.13 , pp. 2545-2564
    • Huang, W.1    Xu, B.2    Hilton, A.C.3
  • 9
    • 0034641121 scopus 로고    scopus 로고
    • "River flow prediction using artificial neural networks: Generalization beyond the calibration range"
    • JHYDA70022-169410.1016/S0022-1694(00)00228-6
    • Imrie, C. E., Durucan, S., and Korre, A. (2000). "River flow prediction using artificial neural networks: Generalization beyond the calibration range." J. Hydrol. JHYDA70022-169410.1016/ S0022-1694(00)00228-6, 233(1-4), 138-153.
    • (2000) J. Hydrol. , vol.233 , Issue.1-4 , pp. 138-153
    • Imrie, C.E.1    Durucan, S.2    Korre, A.3
  • 10
    • 0033197895 scopus 로고    scopus 로고
    • "Application of ANN for reservoir inflow prediction and operation"
    • JWRMD50733-949610.1061/(ASCE)0733-9496(1999)125:5(263)
    • Jain, S. K., Das, D., and Srivastava, D. K. (1999). "Application of ANN for reservoir inflow prediction and operation." J. Water Resour. Plann. Manage. JWRMD50733-949610.1061/ (ASCE)0733-9496(1999)125:5(263), 125(5), 263-271.
    • (1999) J. Water Resour. Plann. Manage. , vol.125 , Issue.5 , pp. 263-271
    • Jain, S.K.1    Das, D.2    Srivastava, D.K.3
  • 11
    • 0028667489 scopus 로고
    • "Neural networks for river flow prediction."
    • JCCEE50887-380110.1061/(ASCE)0887-3801(1994)8:2(201)
    • Karunanithi, N., Grenney, W. J., Whitley, D., and Bovee, K. (1994). "Neural networks for river flow prediction." J. Comput. Civ. Eng. JCCEE50887-380110.1061/(ASCE)0887-3801(1994)8:2(201), 8(2), 201-220.
    • (1994) J. Comput. Civ. Eng. , vol.8 , Issue.2 , pp. 201-220
    • Karunanithi, N.1    Grenney, W.J.2    Whitley, D.3    Bovee, K.4
  • 12
    • 1642497522 scopus 로고    scopus 로고
    • "River flow modeling using artificial neural networks"
    • JHYEFF1084-069910.1061/(ASCE)1084-0699(2004)9:1(60)
    • Kisi, O. (2004). "River flow modeling using artificial neural networks." J. Hydrol. Eng. JHYEFF1084-069910.1061/ (ASCE)1084-0699(2004)9:1(60), 9(1), 60-63.
    • (2004) J. Hydrol. Eng. , vol.9 , Issue.1 , pp. 60-63
    • Kisi, O.1
  • 13
    • 0029663621 scopus 로고    scopus 로고
    • "Use of artificial neural networks for prediction of water quality parameters"
    • WRERAQ0043-139710.1029/95WR03529
    • Maier, H. R., and Dandy, G. C. (1996). "Use of artificial neural networks for prediction of water quality parameters." Water Resour. Res. WRERAQ0043-139710.1029/95WR03529, 32(4), 1013-1022.
    • (1996) Water Resour. Res. , vol.32 , Issue.4 , pp. 1013-1022
    • Maier, H.R.1    Dandy, G.C.2
  • 15
    • 1942490118 scopus 로고    scopus 로고
    • "A neurofuzzy computing technique for modeling hydrological time series"
    • JHYDA70022-169410.1016/j.jhydrol.2003.12.010
    • Nayak, P. C., Sudheer, K. P., Rangan, D. M., and Ramasastri, K. S. (2004). "A neurofuzzy computing technique for modeling hydrological time series." J. Hydrol. JHYDA70022-169410.1016/ j.jhydrol.2003.12.010, 291(1-2), 52-66.
    • (2004) J. Hydrol. , vol.291 , Issue.1-2 , pp. 52-66
    • Nayak, P.C.1    Sudheer, K.P.2    Rangan, D.M.3    Ramasastri, K.S.4
  • 16
    • 1642578865 scopus 로고    scopus 로고
    • "Neural networks for rainfall forecasting by atmospheric downscaling"
    • JHYEFF1084-069910.1061/(ASCE)1084-0699(2004)9:1(1)
    • Olsson, J., (2004). "Neural networks for rainfall forecasting by atmospheric downscaling." J. Hydrol. Eng. JHYEFF1084-069910.1061/ (ASCE)1084-0699(2004)9:1(1), 9(1), 1-12.
    • (2004) J. Hydrol. Eng. , vol.9 , Issue.1 , pp. 1-12
    • Olsson, J.1
  • 19
    • 0029663691 scopus 로고    scopus 로고
    • "Fuzzy learning decomposition for scheduling of hydroelectric power systems"
    • WRERAQ0043-139710.1029/95WR02971
    • Saad, M., Bigras, P., Turgeon, A., and Duquette, R. (1996). "Fuzzy learning decomposition for scheduling of hydroelectric power systems." Water Resour. Res. WRERAQ0043-139710.1029/95WR02971, 32(1), 179-186.
    • (1996) Water Resour. Res. , vol.32 , Issue.1 , pp. 179-186
    • Saad, M.1    Bigras, P.2    Turgeon, A.3    Duquette, R.4
  • 20
    • 0342506462 scopus 로고    scopus 로고
    • "Application of neural network technique to rainfall-runoff modelling"
    • JHYDA70022-169410.1016/S0022-1694(96)03330-6
    • Shamseldin, A. Y. (1997). "Application of neural network technique to rainfall-runoff modelling." J. Hydrol. JHYDA70022-169410.1016/ S0022-1694(96)03330-6, 199(3-4), 272-294.
    • (1997) J. Hydrol. , vol.199 , Issue.3-4 , pp. 272-294
    • Shamseldin, A.Y.1
  • 21
    • 0037197571 scopus 로고    scopus 로고
    • "A data-driven algorithm for constructing artificial neural network rainfall-runoff models"
    • HYPRE30885-608710.1002/hyp.554
    • Sudheer, K. P., Gosain, A. K., and Ramasastri, K. S. (2002). "A data-driven algorithm for constructing artificial neural network rainfall-runoff models." Hydrolog. Process. HYPRE30885-608710.1002/ hyp.554, 16(6), 1325-1330.
    • (2002) Hydrolog. Process. , vol.16 , Issue.6 , pp. 1325-1330
    • Sudheer, K.P.1    Gosain, A.K.2    Ramasastri, K.S.3
  • 22
    • 0031898654 scopus 로고    scopus 로고
    • "River stage forecasting using artificial neural networks"
    • JHYEFF1084-069910.1061/(ASCE)1084-0699(1998)3:1(26)
    • Thirumalaiah, K., and Deo, M. C. (1998). "River stage forecasting using artificial neural networks." J. Hydrol. Eng. JHYEFF1084-069910.1061/(ASCE)1084-0699(1998)3:1(26), 3(1), 26-32.
    • (1998) J. Hydrol. Eng. , vol.3 , Issue.1 , pp. 26-32
    • Thirumalaiah, K.1    Deo, M.C.2
  • 23
    • 0034174356 scopus 로고    scopus 로고
    • "Hydrological forecasting using neural networks"
    • JHYEFF1084-069910.1061/(ASCE)1084-0699(2000)5:2(180)
    • Thirumalaiah, K., and Deo, M. C. (2000). "Hydrological forecasting using neural networks." J. Hydrol. Eng. JHYEFF1084-069910.1061/ (ASCE)1084-0699(2000)5:2(180), 5(2), 180-189.
    • (2000) J. Hydrol. Eng. , vol.5 , Issue.2 , pp. 180-189
    • Thirumalaiah, K.1    Deo, M.C.2
  • 24
    • 0033019602 scopus 로고    scopus 로고
    • "Short term streamflow forecasting using artificial neural networks"
    • JHYDA70022-169410.1016/S0022-1694(98)00242-X
    • Zealand, C. M., Burn, D. H., and Simonovic, S. P. (1999). "Short term streamflow forecasting using artificial neural networks." J. Hydrol. JHYDA70022-169410.1016/S0022-1694(98)00242-X, 214(1-4), 32-48.
    • (1999) J. Hydrol. , vol.214 , Issue.1-4 , pp. 32-48
    • Zealand, C.M.1    Burn, D.H.2    Simonovic, S.P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.