Hybrid neural networks in rainfall-inundation forecasting based on a synthetic potential inundation database
暂无分享,去创建一个
Tsang-Jung Chang | Yih-Chi Tan | Tsung-Yi Pan | J.-S. Lai | K.-C. Chang | Hsiang-Kuan Chang | T. Chang | J. Lai | Hsiang-Kuan Chang | Yih-Chi Tan | T. Pan | K.C. Chang
[1] G. Sahoo,et al. Flow forecasting for a Hawaii stream using rating curves and neural networks , 2006 .
[2] Simon Haykin,et al. Neural Networks: A Comprehensive Foundation , 1998 .
[3] R. Abrahart,et al. Flood estimation at ungauged sites using artificial neural networks , 2006 .
[4] A GIS‐ASSISTED DISTRIBUTED WATERSHED MODEL FOR SIMULATING FLOODING AND INUNDATION 1 , 2000 .
[5] Gwo-Fong Lin,et al. Hybrid Flux-Splitting Finite-Volume Scheme for the Shallow Water Flow Simulations with Source Terms , 2007 .
[6] A. M. Wasantha Lal,et al. Performance Comparison of Overland Flow Algorithms , 1998 .
[7] Horritt,et al. Evaluation of 1-D and 2-D models for predicting river flood inundation , 2002 .
[8] Mohammad Bagher Menhaj,et al. Training feedforward networks with the Marquardt algorithm , 1994, IEEE Trans. Neural Networks.
[9] Kieran M. O'Connor,et al. Real-time flow forecasting in the absence of quantitative precipitation forecasts: A multi-model approach , 2007 .
[10] Paul D. Bates,et al. Optimal use of high‐resolution topographic data in flood inundation models , 2003 .
[11] J. Nash,et al. River flow forecasting through conceptual models part I — A discussion of principles☆ , 1970 .
[12] J. Cunge,et al. Practical aspects of computational river hydraulics , 1980 .
[13] E. Toth,et al. Comparison of short-term rainfall prediction models for real-time flood forecasting , 2000 .
[14] Ozgur Kisi,et al. Comparison of different ANN techniques in river flow prediction , 2007 .
[15] Yi-Ming Wei,et al. Artificial neural network based predictive method for flood disaster , 2002 .
[16] Tienfuan Kerh,et al. Neural networks forecasting of flood discharge at an unmeasured station using river upstream information , 2006, Adv. Eng. Softw..
[17] Chin-Hsiung Loh,et al. Development and Implementation of Disaster Reduction Technology in Taiwan , 2006 .
[18] Holger R. Maier,et al. Neural networks for the prediction and forecasting of water resource variables: a review of modelling issues and applications , 2000, Environ. Model. Softw..
[19] Giles M. Foody,et al. The effect of training set size and composition on artificial neural network classification , 1995 .
[20] L. Bodri,et al. Prediction of extreme precipitation using a neural network: application to summer flood occurence in Moravia , 2000 .
[21] S. Blazková,et al. Spatially distributed observations in constraining inundation modelling uncertainties , 2005 .
[22] Makarand Deo,et al. Real‐Time Flood Forecasting Using Neural Networks , 1998 .
[23] T. Chang,et al. Inundation simulation for urban drainage basin with storm sewer system , 2000 .
[24] Jihn-Sung Lai,et al. A well‐balanced upstream flux‐splitting finite‐volume scheme for shallow‐water flow simulations with irregular bed topography , 2009 .
[25] David A. Wismer,et al. Introduction to nonlinear optimization , 1978 .
[26] Pao-Shan Yu,et al. Pruning of support vector networks on flood forecasting , 2007 .
[27] Albert S. Chen,et al. Establishing the Database of Inundation Potential in Taiwan , 2006 .
[28] Anthony S Lowe. The Federal Emergency Management Agency’s Multi-Hazard Flood Map Modernization and The National Map , 2003 .
[29] S. Lane,et al. Urban fluvial flood modelling using a two‐dimensional diffusion‐wave treatment, part 1: mesh resolution effects , 2006 .
[30] Jihn-Sung Lai,et al. Application of Recurrent Neural Networks to Rainfall-runoff Processes , 2008 .
[31] P. D. Batesa,et al. A simple raster-based model for flood inundation simulation , 2000 .
[32] J. Nazuno. Haykin, Simon. Neural networks: A comprehensive foundation, Prentice Hall, Inc. Segunda Edición, 1999 , 2000 .
[33] I. Jolliffe. Principal Component Analysis , 2002 .
[34] Ming-Hsu Li,et al. An Assessment of Structural Measures for Flood-prone Lowlands with High Population Density along the Keelung River in Taiwan , 2006 .
[35] Patrick Arnaud,et al. Influence of rainfall spatial variability on flood prediction , 2002 .
[36] Dynamic inundation simulation of storm water interaction between sewer system and overland flows , 2002 .
[37] G. Sahoo,et al. Use of neural network to predict flash flood and attendant water qualities of a mountainous stream on Oahu, Hawaii , 2006 .
[38] Jihn-Sung Lai,et al. Finite‐volume multi‐stage schemes for shallow‐water flow simulations , 2008 .
[39] J. Lai,et al. An upstream flux‐splitting finite‐volume scheme for 2D shallow water equations , 2005 .
[40] Kwok-wing Chau. A split-step particle swarm optimization algorithm in river stage forecasting , 2007 .
[41] Ana P. Barros,et al. Quantitative flood forecasting using multisensor data and neural networks , 2001 .
[42] Jihn-Sung Lai,et al. A deterministic linearized recurrent neural network for recognizing the transition of rainfall–runoff processes , 2007 .
[43] Tsung-Yi Pan,et al. State space neural networks for short term rainfall-runoff forecasting , 2004 .