NDLI: Flux and level prediction based on an wavelet neural network flood model

Content Provider	IEEE Xplore Digital Library
Author	Zhang Shaozhong Yuan Juqin
Copyright Year	2010
Description	Author affiliation: Institute of Electronics and Information, Zhejiang Wanli University, Ningbo, 315100, China (Zhang Shaozhong; Yuan Juqin)
Abstract	This paper uses wavelet neural networks for flood prediction. It presents an flood prediction model and give an rapid algorithm. The water flux and level are used as input and output variables in the prediction model. The analysis of time-frequency characteristic of wavelet transformation is given. The prediction precision is improved by combining low frequency feature vector with high frequency ones. High frequencies of signals, which are middle or low numbers, are decomposed into small scales in wavelet space in flood flux and level analyses, and low frequencies of signals, which are large numbers, are decomposed into big scales. The model developed in this paper provided a new procedure for flood prediction. The experiment shows that the application of wavelet neural networks in flood prediction can give more accurate results.
Starting Page	67
Ending Page	70
File Size	398811
Page Count	4
File Format	PDF
ISBN	9781424480043
e-ISBN	9781424480074
DOI	10.1109/KAM.2010.5646325
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-10-20
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Flood flux and level Flood prediction model Levee Wavelet neural network Wavelet analysis
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

The Study of Prediction Model Based on Morlet Wavelet Neural Network

The deformation time series prediction based on wavelet and neural network

Phosphorus endpoint prediction of AOD furnace ferroalloy melting based on wavelet neural network

Research of sediment flux from Yellow River to the sea based on wavelet analysis and wavelet neural Network

Research on Runoff Predicting Based on Wavelet Neural Network Conjunction Model

Prediction of Web Traffic Based on Wavelet and Neural Network

Wavelet neural network based on BP algorithm and its application in flood forecasting

Research on the fouling prediction of heat exchanger based on wavelet neural network

Prediction of Gas Emission Volume Based on Wavelet Neural Network

Flux and level prediction based on an wavelet neural network flood model

Similar Documents

The Study of Prediction Model Based on Morlet Wavelet Neural Network

The deformation time series prediction based on wavelet and neural network

Phosphorus endpoint prediction of AOD furnace ferroalloy melting based on wavelet neural network

Research of sediment flux from Yellow River to the sea based on wavelet analysis and wavelet neural Network

Research on Runoff Predicting Based on Wavelet Neural Network Conjunction Model

Prediction of Web Traffic Based on Wavelet and Neural Network

Wavelet neural network based on BP algorithm and its application in flood forecasting

Research on the fouling prediction of heat exchanger based on wavelet neural network

Prediction of Gas Emission Volume Based on Wavelet Neural Network

Flux and level prediction based on an wavelet neural network flood model