About the Authors

Keita Honjo

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

honjo.keita@pref.saitama.lg.jp

Affiliation Global Environment and Natural Symbiosis Division, Center for Environmental Science in Saitama (CESS), Kamitanadare 914, Kazo, Saitama, 347-0115 Japan

Hiroto Shiraki

Roles Conceptualization, Investigation, Methodology, Visualization, Writing – review & editing

Affiliation School of Environmental Science, The University of Shiga Prefecture, Hassaka 2500, Hikone, Shiga, 522-8533 Japan

Shuichi Ashina

Roles Funding acquisition, Project administration, Resources, Supervision

Affiliation Center for Social and Environmental Systems Research, National Institute for Environmental Studies (NIES), Onogawa 16-2, Tsukuba, Ibaraki, 305-8506 Japan

Competing Interests

The authors have declared that no competing interests exist.