About the Authors

Pekka E. Kauppi

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

Affiliation Ecosystems and Environment Research Programme, Faculty of Biological and Environmental Sciences and Helsinki Institute of Sustainability Science (HELSUS), University of Helsinki, Helsinki, Finland

Vilma Sandström

Roles Data curation, Formal analysis, Investigation, Methodology, Software, Visualization

vilma.sandström@helsinki.fi

Affiliation Ecosystems and Environment Research Programme, Faculty of Biological and Environmental Sciences and Helsinki Institute of Sustainability Science (HELSUS), University of Helsinki, Helsinki, Finland

Antti Lipponen

Roles Data curation, Formal analysis, Investigation, Methodology, Resources, Software

Affiliation Finnish Meteorological Institute, Atmospheric Research Centre of Eastern Finland, Kuopio, Finland

Competing Interests

The authors have declared that no competing interests exist.