Short lead-time streamflow forecasting by machine learning methods, with climate variability incorporated

• Main Author: Rasouli, Kabir
• Format: Thesis
• Language: English
• Published: University of British Columbia 2010
• Subjects: Arctic; British Columbia; Canada; Nash; Pacific; Sutcliffe; North Atlantic; North Atlantic oscillation
• Online Access: http://hdl.handle.net/2429/27090

Streamflow fluctuates as a result of different atmospheric, hydrologic, and morphologic mechanisms governing a river watershed. Variability of meteorological variables such as rainfall, temperature, wind, sea level pressure, humidity, and heating, as well as large scale climate indices like the Arct...