Building ANN-Based Regional Multi-Step-Ahead Flood Inundation Forecast Models

نویسندگان
چکیده

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Multi-step-ahead neural networks for flood forecasting

A reliable flood warning system depends on efficient and accurate forecasting technology. A systematic investigation of three common types of artificial neural networks (ANNs) for multi-stepahead (MSA) flood forecasting is presented. The operating mechanisms and principles of the three types of MSA neural networks are explored: multi-input multi-output (MIMO), multi-input single-output (MISO) a...

متن کامل

Multi-step ahead predictors of SETARMA models

The generation and the properties of the multi-step point predictors of the Self Exciting Threshold AutoRegressive Moving Average model has been examined. In the first part we focus the attention on the main properties of this class of models and on their different representations that can be derived extending, to the non linear case, some well know results given in Box and Jenkins (1976). Star...

متن کامل

Downscaling Global Weather Forecast Outputs Using ANN for Flood Prediction

Downscaling global weather prediction model outputs to individual locations or local scales is a common practice for operational weather forecast in order to correct the model outputs at subgrid scales. This paper presents an empirical-statistical downscaling method for precipitation prediction which uses a feed-forward multilayer perceptron MLP neural network. The MLP architecture was optimize...

متن کامل

GIS and Flood Inundation Model-Based

Abstract: This paper presents the methodology and procedure for flood risk assessment using GIS and flood inundation model (FIM) based on the “micro-zonation concept” in which an entire floodplain considered is divided into numerous unit areas (meshes or grids). In this study, Shinkawa-river floodplain around Nagoya City of Aichi Prefecture in Japan an urbanized lowland area, which was greatly ...

متن کامل

Efficient incorporation of channel cross-section geometry uncertainty into regional and global scale flood inundation models

http://dx.doi.org/10.1016/j.jhydrol.2015.07.026 0022-1694/ 2015 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). ⇑ Corresponding author. Tel.: +44 (0)117 92 89113; fax: +44 (0)117 928 7878. E-mail address: [email protected] (J.C. Neal). Jeffrey C. Neal a,⇑, Nicholas A. Odoni , Mark A. Trigg , Jim E. ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Water

سال: 2018

ISSN: 2073-4441

DOI: 10.3390/w10091283