About the Authors

Daisuke Nakamura

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

daisuke.nakamura@ac.cyberhome.ne.jp

Affiliations Weathernews Inc., Makuhari Techno Garden, Chiba, Japan, Rikkyo Research Institute of Wellness, Rikkyo University, Tokyo, Japan, Physical Fitness Project, Japan Football Association (JFA), Tokyo, Japan

Hiroki Kinoshita

Roles Data curation, Formal analysis

Affiliation Weathernews Inc., Makuhari Techno Garden, Chiba, Japan

Kazuo Asada

Roles Conceptualization

Affiliation Weathernews Inc., Makuhari Techno Garden, Chiba, Japan

Takuma Arimitsu

Roles Formal analysis, Methodology

Affiliation Faculty of Health Care, Department of Human Health, Hachinohe Gakuin University, Aomori, Japan

Mikinobu Yasumatsu

Roles Supervision

Affiliations Rikkyo Research Institute of Wellness, Rikkyo University, Tokyo, Japan, Physical Fitness Project, Japan Football Association (JFA), Tokyo, Japan, Department of Sport and Wellness, Rikkyo University, Saitama, Japan

Takayuki Ishiwata

Roles Conceptualization, Formal analysis, Supervision

Affiliations Rikkyo Research Institute of Wellness, Rikkyo University, Tokyo, Japan, Department of Sport and Wellness, Rikkyo University, Saitama, Japan

Competing Interests

The authors have declared that no competing interests exist.