Do Atmospheric Circulation Patterns Explain Variability and Trends in The Seasonality of Oulu-Hailuoto Ice Road in Northern Finland?

Sepideh Kiani1,2, Masoud Irannezhad1,2, Anna-Kaisa Ronkanen3, Behzad Ahmadi4, Bjørn Kløve5 and Hamid Moradkhani2, (1)University of Oulu, Oulu, Finland, (2)Portland State University, Portland, OR, United States, (3)Finnish Environment Institute, Helsinki, Finland, (4)Portland State University, Civil and Environmental Engineering, Portland, OR, United States, (5)University of Oulu, Water, Energy and Environmental Engineering Research Unit, Oulu, Finland
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