Time series analysis

[qays707]

Good day, guys. I'm trying to run neural network on number of data. The problem I am facing is insufficient data. I have 10 years of rainfall data, 3 years of discharge and 4 years of temperature data. Is there any method to obtain the discharges from the rainfall data and also increase the temperature data.
Thanks in anticipation.

 

[beej67]

If you're training an ANN against field data, you don't want to extrapolate the data or you're just training your ANN to match the extrapolation procedure. You need to get as much data as you can get, and train it against the available data.

Hydrology, Drainage Analysis, Flood Studies, and Complex Stormwater Litigation for Atlanta and the South East -

http://www.campbellcivil.com

 

[qays707]

Thanks, beej67. I have also taught of that. The main factor undermining the availability of data is the lack of proper documentation here.
Thanks for your contribution though.