Akiyo Ishida Yatagai, Hirosaki University, Aomori, Japan, Ryutaro Suzuki, Hirosaki University, Faculty of Science and Technology, Aomori, Japan, Melanie Froude, University of East Anglia, Norwich, United Kingdom and David N Petley, University of Sheffield, Sheffield, United Kingdom