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Volumn 6676 LNCS, Issue PART 2, 2011, Pages 27-36

Prediction of urban stormwater runoff in Chesapeake bay using neural networks

Author keywords

Chesapeake Bay; Levenberg Marquardt Backpropagation Training Algorithm; Recurrent Neural Networks; Urban Runoff Prediction

Indexed keywords

BACKPROPAGATION TRAINING ALGORITHM; CHESAPEAKE BAY; COMPARISON STUDY; HYDROLOGIC CHANGES; LEVENBERG-MARQUARDT; MEAN SQUARED ERROR; PREDICTIVE MODELS; RUNOFF DISCHARGE; RUNOFF FORECAST; STORM WATER RUNOFF; URBAN AREAS; URBAN RUNOFF; URBAN STORMWATER RUNOFF; WATER RESOURCES MANAGEMENT;

EID: 79957875591     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-21090-7_4     Document Type: Conference Paper
Times cited : (5)

References (17)
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  • 2
    • 74249118381 scopus 로고    scopus 로고
    • United States. National Research Council. Washington, DC.
    • United States. National Research Council. Washington, DC. Urban Stormwater Management in the United States, pp. 18-20 (2008)
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  • 5
    • 78149346274 scopus 로고    scopus 로고
    • Rainfall-runoff Prediction Based on Artificial Neural Network (A Case Study: Jarahi Watershed)
    • Solaimani, K.: Rainfall-runoff Prediction Based on Artificial Neural Network (A Case Study: Jarahi Watershed). American-Eurasian J. Agric. & Environ. Sci. 5(6), 856-865 (2009)
    • (2009) American-Eurasian J. Agric. & Environ. Sci. , vol.5 , Issue.6 , pp. 856-865
    • Solaimani, K.1
  • 9
    • 48349101421 scopus 로고    scopus 로고
    • Parameters Selection for SVR Based on the SCEM-UA Algorithm and its Application on Monthly Runoff Prediction
    • Liu, J., Wang, B.: Parameters Selection for SVR Based on the SCEM-UA Algorithm and its Application on Monthly Runoff Prediction. In: 2007 International Conference on Computational Intelligence and Security, pp. 48-51 (2007)
    • (2007) 2007 International Conference on Computational Intelligence and Security , pp. 48-51
    • Liu, J.1    Wang, B.2
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    • Multi-Layer Perceptrons with Levenberg-Marquardt Training Algorithm for Suspended Sediment Concentration Prediction and Estimation
    • Kisi, O.: Multi-Layer Perceptrons with Levenberg-Marquardt Training Algorithm for Suspended Sediment Concentration Prediction and Estimation. Hydrological Sciences - Journal - des Sciences Hydrologiques 49(6), 1025-1040 (2004)
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    • Kisi, O.1
  • 16
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    • Time Series Prediction with Recurrent Neural Networks Trained by a Hybrid PSO-EA Algorithm
    • Cai, X., Zhang, N., Venayagamoorthy, G.K., Wunsch II, D.C.: Time Series Prediction with Recurrent Neural Networks Trained by a Hybrid PSO-EA Algorithm. Neurocomputing 70(13-15), 2342-2353 (2007)
    • (2007) Neurocomputing , vol.70 , Issue.13-15 , pp. 2342-2353
    • Cai, X.1    Zhang, N.2    Venayagamoorthy, G.K.3    Wunsch II, D.C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.