Uncertainty assessment and optimization of hydrological model with the Shuffled Complex Evolution Metropolis algorithm: an application to artificial neural network rainfall-runoff model

Jun Guo; Jianzhong Zhou; Lixiang Song; Qiang Zou; Xiaofan Zeng

doi:10.1007/s00477-012-0639-0

Uncertainty assessment and optimization of hydrological model with the Shuffled Complex Evolution Metropolis algorithm: an application to artificial neural network rainfall-runoff model

Stochastic Environmental Research and Risk Assessment ◽

10.1007/s00477-012-0639-0 ◽

2012 ◽

Vol 27 (4) ◽

pp. 985-1004 ◽

Cited By ~ 10

Author(s):

Jun Guo ◽

Jianzhong Zhou ◽

Lixiang Song ◽

Qiang Zou ◽

Xiaofan Zeng

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Hydrological Model ◽

Uncertainty Assessment ◽

Metropolis Algorithm ◽

Rainfall Runoff ◽

Shuffled Complex Evolution ◽

Artificial Neural ◽

Rainfall Runoff Model ◽

Runoff Model

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A non-linear rainfall–runoff model using an artificial neural network

Journal of Hydrology ◽

10.1016/s0022-1694(98)00273-x ◽

1999 ◽

Vol 216 (1-2) ◽

pp. 32-55 ◽

Cited By ~ 219

Author(s):

N. Sajikumar ◽

B.S. Thandaveswara

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Rainfall Runoff ◽

Non Linear ◽

Artificial Neural ◽

Rainfall Runoff Model ◽

Runoff Model

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Multi-objective performance comparison of an artificial neural network and a conceptual rainfall—runoff model

Hydrological Sciences Journal ◽

10.1623/hysj.52.3.397 ◽

2007 ◽

Vol 52 (3) ◽

pp. 397-413 ◽

Cited By ~ 47

Author(s):

N. J. DE VOS ◽

T. H. M. RIENTJES

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Performance Comparison ◽

Rainfall Runoff ◽

Multi Objective ◽

Objective Performance ◽

Artificial Neural ◽

Rainfall Runoff Model ◽

Runoff Model

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Application of artificial neural network in rainfall-runoff model

From Headwaters to the Ocean ◽

10.1201/9780203882849.ch41 ◽

2008 ◽

pp. 271-274

Author(s):

Z Li ◽

P Deng ◽

J Dong

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Rainfall Runoff ◽

Artificial Neural ◽

Rainfall Runoff Model ◽

Runoff Model

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Rainfall-runoff model usingan artificial neural network approach

Mathematical and Computer Modelling ◽

10.1016/j.mcm.2004.10.012 ◽

2004 ◽

Vol 40 (7-8) ◽

pp. 839-846 ◽

Cited By ~ 95

Author(s):

S. Riad ◽

J. Mania ◽

L. Bouchaou ◽

Y. Najjar

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Rainfall Runoff ◽

Network Approach ◽

Neural Network Approach ◽

Artificial Neural ◽

Rainfall Runoff Model ◽

Runoff Model ◽

Artificial Neural Network Approach

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Optimizing signal decomposition techniques in artificial neural network-based rainfall-runoff model

International Journal of River Basin Management ◽

10.1080/15715124.2016.1203331 ◽

2016 ◽

Vol 15 (1) ◽

pp. 1-8 ◽

Cited By ~ 3

Author(s):

Farzane Karami ◽

Alireza B. Dariane

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Signal Decomposition ◽

Rainfall Runoff ◽

Decomposition Techniques ◽

Artificial Neural ◽

Rainfall Runoff Model ◽

Runoff Model

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Comparison of an artificial neural network and a conceptual rainfall–runoff model in the simulation of ephemeral streamflow

Hydrological Sciences Journal ◽

10.1080/02626667.2016.1154151 ◽

2016 ◽

Vol 61 (15) ◽

pp. 2763-2774 ◽

Cited By ~ 18

Author(s):

Ioannis N. Daliakopoulos ◽

Ioannis K. Tsanis

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Rainfall Runoff ◽

Artificial Neural ◽

Rainfall Runoff Model ◽

Runoff Model

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Particle Swarm Optimization for Training Artificial Neural Network-Based Rainfall–Runoff Model, Case Study: Jardine River Basin

Micro-Electronics and Telecommunication Engineering - Lecture Notes in Networks and Systems ◽

10.1007/978-981-15-2329-8_65 ◽

2020 ◽

pp. 641-647

Author(s):

Vikas Kumar Vidyarthi ◽

Shikha Chourasiya

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Particle Swarm Optimization ◽

River Basin ◽

Rainfall Runoff ◽

Model Case ◽

Swarm Optimization ◽

Rainfall Runoff Model ◽

Runoff Model

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Optimal Design and Feature Selection by Genetic Algorithm for Emotional Artificial Neural Network (EANN) in Rainfall-Runoff Modeling

Water Resources Management ◽

10.1007/s11269-021-02818-2 ◽

2021 ◽

Author(s):

Amir Molajou ◽

Vahid Nourani ◽

Abbas Afshar ◽

Mina Khosravi ◽

Adam Brysiewicz

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Artificial Neural Network ◽

Feature Selection ◽

Optimal Design ◽

Rainfall Runoff ◽

Runoff Modeling ◽

Artificial Neural

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Simulation of rainfall-runoff process using an artificial neural network (ANN) and field plots data

Theoretical and Applied Climatology ◽

10.1007/s00704-021-03817-4 ◽

2021 ◽

Author(s):

Vahid Gholami ◽

Hossein Sahour

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Rainfall Runoff ◽

Artificial Neural ◽

Artificial Neural Network Ann ◽

Field Plots

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Estimation of Prediction Intervals for Artificial Neural Network-Based Rainfall-Runoff Modeling

Advances in Intelligent Systems and Computing - 14th International Conference on Theory and Application of Fuzzy Systems and Soft Computing – ICAFS-2020 ◽

10.1007/978-3-030-64058-3_74 ◽

2021 ◽

pp. 601-609

Author(s):

Vahid Nourani ◽

Fahreddin Sadikoglu ◽

Nardin Jabbarian Paknezhad ◽

Elnaz Sharghi

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Prediction Intervals ◽

Rainfall Runoff ◽

Runoff Modeling ◽

Artificial Neural

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