1. Associate Professor, Department of Civil Engineering, School of Engineering, University of Phayao, Phayao, Thailand
2. Former Master's student, Department of Civil Engineering, School of Engineering, University of Phayao, Phayao, Thailand
3. Professor, Centre of Excellence in Geotechnical and Geoenvironmental Engineering, Department of Civil Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok, Thailand; Transportation Institute, Chulalongkorn University, Bangkok, Thailand (corresponding author: )