[1] Met Off, Exeter, Devon, England
[2] Univ Leeds, Leeds, W Yorkshire, England
[3] UK Ctr Ecol & Hydrol, Wallingford, Oxon, England
[4] Univ Innsbruck, Dept Atmospher & Cryospher Sci, Innsbruck, Austria
[5] Univ Grenoble Alpes, CNRS, IRD, Grenoble INP,IGE, Grenoble, France
[6] Univ Oxford, Oxford, England
[7] Univ Cape Town, Climate Syst Anal Grp, Cape Town, South Africa
[8] Red Cross Red Crescent Climate Ctr, The Hague, Netherlands
[9] IGAD Climate Predict & Applicat Ctr, Nairobi, Kenya
[10] Univ Zambia, Lusaka, Zambia
[11] Lusaka City Council, Lusaka, Zambia
[12] Natl Ctr Earth Observat, Wallingford, Oxon, England
[13] Univ Reading, Reading, Berks, England
[14] Natl Ctr Atmospher Sci, Reading, Berks, England