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Real time wave and wind forecasting system for the indian coastline

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Title Real time wave and wind forecasting system for the indian coastline
 
Creator JAIN, P
VIMALA, J
DEO, MC
LATHA, G
CHARHATE, SB
LONDHE, SN
 
Description Real time forecasts of wind and waves are useful in taking many operation oriented decisions in the ocean. When site specific forecasts are required time series modeling can be viewed as advantageous over elaborate numerical methods. This paper discusses time series models based on the soft computing approaches of genetic programming (GP) artificial neural network (ANN) to obtain real time forecasts of wind speed, its direction as well as the significant wave height at different locations along the Indian coastline where continuous wave buoy observations get collected. All the developed models over various locations have been integrated into a graphical user interface (GUI) to facilitate web based real time implementation of these models. The GUI starts with a figure showing locations of buoys. The user has to click on the concerned location where it is desired to have the forecasts for next 24 hours. The appropriate and calibrated ANN and GP models will then come into background, linking them with the most recently observed data and will accordingly yield the forecasts immediately.
 
Publisher WORLD SCIENTIFIC PUBL CO PTE LTD
 
Date 2011-10-25T17:56:25Z
2011-12-15T09:12:03Z
2011-10-25T17:56:25Z
2011-12-15T09:12:03Z
2009
 
Type Proceedings Paper
 
Identifier PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON ASIAN AND PACIFIC COASTS, VOL 1,171-177
978-981-4287-96-8
http://dspace.library.iitb.ac.in/xmlui/handle/10054/15781
http://hdl.handle.net/100/2444
 
Source 5th International Conference on Asian and Pacific Coasts,Singapore, SINGAPORE,OCT 13-18, 2009
 
Language English