About the Authors

Diego Maria Barbieri

Contributed equally to this work with: Diego Maria Barbieri, Baowen Lou, Marco Passavanti, Cang Hui, Inge Hoff

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Visualization, Writing – original draft

diego.barbieri@ntnu.no (DMB); loubaowen@chd.edu.cn (BL)

Affiliation Department of Civil and Environmental Engineering, Norwegian University of Science and Technology, Trondheim, Trøndelag, Norway

Baowen Lou

Contributed equally to this work with: Diego Maria Barbieri, Baowen Lou, Marco Passavanti, Cang Hui, Inge Hoff

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Visualization, Writing – original draft

diego.barbieri@ntnu.no (DMB); loubaowen@chd.edu.cn (BL)

Affiliation School of Highway, Chang’an University, Xi’an, Shaanxi, China

Marco Passavanti

Contributed equally to this work with: Diego Maria Barbieri, Baowen Lou, Marco Passavanti, Cang Hui, Inge Hoff

Roles Conceptualization, Data curation, Investigation, Methodology, Visualization, Writing – original draft

Affiliation Italian Society of Cognitive Behavioral Therapy (CBT-Italy), Firenze, Toscana, Italy

Cang Hui

Contributed equally to this work with: Diego Maria Barbieri, Baowen Lou, Marco Passavanti, Cang Hui, Inge Hoff

Roles Data curation, Investigation, Methodology, Supervision, Visualization, Writing – review & editing

Affiliations Centre for Invasion Biology, Department of Mathematical Sciences, Stellenbosch University, Matieland, South Africa, Biodiversity Informatics Unit, African Institute for Mathematical Sciences, Cape Town, South Africa

Inge Hoff

Contributed equally to this work with: Diego Maria Barbieri, Baowen Lou, Marco Passavanti, Cang Hui, Inge Hoff

Roles Methodology, Supervision, Visualization, Writing – review & editing

Affiliation Department of Civil and Environmental Engineering, Norwegian University of Science and Technology, Trondheim, Trøndelag, Norway

Daniela Antunes Lessa

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Department of Civil Engineering, Federal University of Ouro Preto, Ouro Preto, Minas Gerais, Brazil

Gaurav Sikka

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Department of Geography, Lalit Narayan Mithila University, Darbhanga, Bihar, India

Kevin Chang

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Department of Civil and Environmental Engineering, University of Idaho, Moscow, Idaho, United States of America

Akshay Gupta

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Indian Institute of Technology Roorkee Department of Civil Engineering, Transportation Engineering Group, Roorkee, Uttarakhand, India

Kevin Fang

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Department of Geography, Environment, and Planning, Sonoma State University, Rohnert Park, California, United States of America

Arunabha Banerjee

Roles Data curation, Investigation, Methodology, Validation, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Department of Civil Engineering, Indian Institute of Technology Guwahati, Guwahati, Assam, India

Brij Maharaj

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Department of Geography, University of KwaZulu-Natal, Durban, KwaZulu, South Africa

Louisa Lam

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation School of Health, Federation University Australia, Berwick, Victoria, Australia

Navid Ghasemi

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Department of Civil Chemical Environmental and Materials Engineering, University of Bologna, Bologna, Emilia-Romagna, Italy

Bhaven Naik

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Department of Civil Engineering/Russ College of Engineering & Technology, Ohio University, Athens, Ohio, United States of America

Fusong Wang

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation State Key Laboratory of Silicate Materials for Architectures, Wuhan University of Technology, Wuhan, Hubei, China

Ali Foroutan Mirhosseini

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Department of Civil and Environmental Engineering, Norwegian University of Science and Technology, Trondheim, Trøndelag, Norway

Sahra Naseri

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation School of Medicine, Bam University of Medical Sciences, Bam, Kerman, Iran

Zhuangzhuang Liu

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation School of Highway, Chang’an University, Xi’an, Shaanxi, China

Yaning Qiao

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation School of Mechanics and Civil Engineering, China University of Mining and Technology, Jiangsu, China

Andrew Tucker

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Connecticut Transportation Safety Research Center, University of Connecticut, Storrs, Connecticut, United States of America

Kasun Wijayaratna

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation School of Civil and Environmental Engineering, University of Technology Sydney, Ultimo, New South Wales, Australia

Prince Peprah

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Department of Social Policy Research Centre, University of New South Wales, Sydney, New South Wales, Australia

Solomon Adomako

Roles Formal analysis, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Department of Engineering and Science, University of Agder, Grimstad, Agder, Norway

Lei Yu

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation School of Civil Engineering, Sun Yat-sen University, Guangzhou, Guangdong, China

Shubham Goswami

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Department of Civil Engineering, Indian Institute of Science Bangalore, Bangalore, Karnataka, India

Hao Chen

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Department of Civil and Environmental Engineering, Norwegian University of Science and Technology, Trondheim, Trøndelag, Norway

Benan Shu

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Foshan Transportation Science and Technology Co. Ltd., Foshan, Guangdong, China

Amir Hessami

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Department of Civil and Architectural Engineering, Texas A&M University–Kingsville, Kingsville, Texas, United States of America

Montasir Abbas

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Department of Civil and Environmental Engineering, Virginia Tech, Blacksburg, Virginia, United States of America

Nithin Agarwal

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Department of Civil & Coastal Engineering, University of Florida, Gainesville, Florida, United States of America

Taha Hossein Rashidi

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation School of Civil and Environmental Engineering, University of Technology Sydney, Ultimo, New South Wales, Australia

Competing Interests

The authors have declared that no competing interests exist.