{"contract":"weathermaps.ai/di-v2","generated":"2026-09-17T04:03:17Z","cycle":"2026091612","cycle_iso":"2026-09-16T12:00:00Z","models":[{"id":"aifs-single","key":"aifs","short":"AIFS"},{"id":"ifs","key":"ecmwf","short":"HRES"},{"id":"weathernext-2","key":"wnext","short":"WN2"},{"id":"ifs-ens","key":"ens","short":"ENS mean"}],"vars":{"t2m":{"label":"temperature","unit":"°C","floor":1.0},"mslp":{"label":"pressure","unit":"hPa","floor":1.0}},"previous":{"aifs":"2026091600","ecmwf":"2026091600","wnext":"2026091600","ens":"2026091600"},"voices":["AIFS","HRES","WN2","ENS mean","GraphCast","Aurora","FourCastNet v2","Pangu-Weather"],"mlwp_feeds":["aurora_ifs","fcn2_ifs","graphcast_ifs","pangu_ifs"],"days":15,"step_h":6,"hours":[6,12,18,24,30,36,42,48,54,60,66,72,78,84,90,96,102,108,114,120,126,132,138,144,150,156,162,168,174,180,186,192,198,204,210,216,222,228,234,240,246,252,258,264,270,276,282,288,294,300,306,312,318,324,330,336,342,348,354,360],"formula":"DI = 100*clamp(log2(stdev(models - day-1 offset)/max(floor, ENS spread))/4 + 0.5, 0, 1); day = mean over its steps; city = max over variables","global_p90":[30,36,42,46,49,53,53,52,51,51,47,48,50,51,51],"global_median":[16,24,29,33,35,37,40,37,38,40,31,34,35,34,33],"cities_n":602,"city":{"slug":"harare-zw","name":"Harare","cc":"ZW","country":"Zimbabwe","sector":"zimbabwe","lat":-17.816,"lon":31.043,"di":[25,25,20,34,45,49,57,51,43,39,35,32,39,47,45],"driver":["t2m","t2m","t2m","mslp","mslp","mslp","mslp","t2m","t2m","t2m","mslp","t2m","t2m","t2m","t2m"],"step_di":{"t2m":{"6":4,"12":43,"18":11,"24":41,"30":26,"36":26,"42":12,"48":36,"54":26,"60":20,"66":9,"72":27,"78":27,"84":40,"90":28,"96":32,"102":28,"108":37,"114":38,"120":53,"126":46,"132":37,"138":30,"144":39,"150":48,"156":52,"162":36,"168":50,"174":47,"180":68,"186":48,"192":41,"198":40,"204":61,"210":41,"216":31,"222":34,"228":46,"234":35,"240":39,"246":56,"252":56,"258":25,"264":0,"270":38,"276":53,"282":36,"288":0,"294":29,"300":33,"306":49,"312":46,"318":54,"324":45,"330":53,"336":37,"342":48,"348":58,"354":47,"360":28},"mslp":{"6":0,"12":10,"18":13,"24":0,"30":0,"36":16,"42":10,"48":11,"54":6,"60":28,"66":6,"72":26,"78":42,"84":26,"90":30,"96":37,"102":43,"108":43,"114":42,"120":51,"126":54,"132":46,"138":44,"144":54,"150":65,"156":56,"162":51,"168":55,"174":55,"180":56,"186":52,"192":40,"198":20,"204":16,"210":15,"216":7,"222":27,"228":22,"234":31,"240":33,"246":45,"252":41,"258":32,"264":22,"270":17,"276":22,"282":5,"288":19,"294":18,"300":30,"306":30,"312":46,"318":55,"324":46,"330":43,"336":42,"342":39,"348":44,"354":33,"360":34}},"t2m":{"aifs":[21,16,20,28,20,16,20,26,20,15,19,25,19,13,18,25,19,14,18,23,18,15,18,24,18,14,18,27,19,14,19,27,19,13,17,25,18,13,18,26,19,14,19,28,21,16,21,28,19,15,15,20,14,12,15,20,14,9,14,23],"ecmwf":[21,17,19,27,21,17,19,27,21,16,18,25,20,15,19,26,20,15,19,27,21,16,19,26,23,16,19,28,22,18,21,28,22,17,20,27,21,17,20,28,23,19,20,29,24,21,24,29,22,17,19,25,16,13,12,22,15,10,13,24],"wnext":[21,17,19,27,20,17,20,27,20,16,18,25,19,14,18,25,19,15,18,24,19,16,18,24,18,14,18,26,19,15,19,27,20,15,19,26,20,15,19,27,20,16,19,28,21,17,21,28,21,17,21,27,21,17,20,26,20,16,19,27],"ens":[21,17,19,27,21,17,20,27,21,16,18,26,20,15,18,26,20,15,19,26,20,16,19,26,20,16,19,27,21,17,20,28,21,16,19,27,21,16,20,28,22,17,21,28,22,18,22,29,22,18,21,27,21,17,20,26,19,16,19,26]},"mslp":{"aifs":[1020,1020,1023,1017,1019,1019,1022,1018,1020,1022,1024,1019,1020,1022,1023,1018,1019,1021,1022,1018,1020,1020,1022,1017,1019,1020,1022,1016,1019,1020,1023,1018,1021,1022,1024,1017,1020,1020,1022,1015,1017,1017,1019,1013,1014,1015,1018,1013,1018,1020,1023,1020,1024,1024,1025,1021,1023,1024,1025,1019],"ecmwf":[1020,1021,1022,1017,1019,1020,1023,1017,1020,1021,1024,1018,1020,1022,1024,1017,1019,1020,1022,1015,1017,1019,1021,1015,1016,1018,1021,1015,1017,1018,1021,1017,1019,1020,1022,1016,1017,1017,1018,1012,1013,1014,1017,1012,1015,1015,1019,1015,1019,1021,1024,1019,1024,1023,1026,1018,1022,1022,1023,1015],"wnext":[1020,1020,1022,1017,1019,1019,1022,1017,1020,1022,1024,1018,1020,1022,1024,1018,1019,1020,1022,1017,1019,1020,1022,1017,1020,1020,1023,1017,1019,1020,1023,1017,1019,1020,1023,1016,1019,1019,1021,1015,1017,1018,1020,1014,1016,1017,1019,1013,1016,1017,1020,1014,1017,1018,1021,1015,1018,1018,1021,1015],"ens":[1020,1021,1022,1017,1019,1020,1023,1017,1020,1021,1024,1018,1020,1022,1024,1017,1019,1020,1022,1016,1018,1019,1021,1015,1018,1019,1022,1015,1018,1019,1022,1016,1019,1020,1022,1015,1017,1018,1020,1013,1015,1016,1018,1012,1015,1016,1018,1013,1016,1017,1020,1014,1017,1018,1020,1015,1018,1018,1020,1014]},"band":{"t2m_p10":[20,16,19,27,20,16,19,26,20,15,18,25,19,14,17,25,19,14,18,25,19,15,18,25,18,15,18,25,19,15,19,26,19,14,17,25,19,14,18,26,20,15,19,26,20,16,19,26,18,15,17,22,17,13,15,21,16,12,16,22],"t2m_p90":[21,17,20,28,21,18,20,27,21,17,19,26,20,15,19,27,21,16,19,27,22,17,20,28,22,17,20,28,22,18,22,29,22,17,20,28,22,18,21,29,23,19,23,31,25,21,24,31,25,21,24,31,24,20,24,31,23,19,24,30]},"mlwp":{"graphcast_ifs":[20.6,16.3,19.9,28.0,20.8,16.8,20.2,27.3,20.7,15.7,18.5,25.6,19.1,13.9,17.9,26.1,19.4,13.9,18.3,26.7,20.2,14.7,18.3,26.7,19.4,13.6,17.9,27.0,20.0,14.1,18.4,27.6,19.2,12.8,17.8,27.2,19.4,14.0,19.7,28.8,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"aurora_ifs":[20.6,16.3,19.5,27.6,20.7,16.6,19.5,26.1,20.0,15.2,17.6,24.7,18.6,13.6,17.0,24.8,18.7,14.1,17.1,24.0,18.4,14.8,17.3,23.8,18.3,14.3,17.8,25.3,19.3,14.8,18.7,26.7,19.9,14.9,18.2,26.3,19.7,14.5,18.1,26.2,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"fcn2_ifs":[19.3,13.6,18.9,28.6,20.5,15.0,19.2,27.3,20.3,15.0,17.5,25.2,18.7,13.4,16.7,25.3,18.8,13.4,16.7,25.5,18.9,13.8,17.4,26.3,19.3,13.6,18.0,28.3,20.4,13.9,19.1,28.2,19.9,13.9,17.2,26.2,18.9,12.7,17.4,27.7,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"pangu_ifs":[20.8,15.6,19.7,28.3,20.4,15.9,20.1,27.2,20.7,15.4,18.2,24.9,18.9,13.3,17.6,24.9,18.7,13.1,17.1,25.2,19.0,14.3,17.8,25.5,18.8,13.0,17.2,25.8,18.8,12.8,17.2,26.0,19.1,13.1,17.2,25.4,18.8,13.5,17.7,26.6,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]},"daily":[{"day":1,"aifs":[28,16],"aifs_chg":0,"ecmwf":[27,17],"ecmwf_chg":0,"wnext":[27,17],"wnext_chg":0,"ens":[27,17],"ens_chg":0,"graphcast_ifs":[28.0,16.3],"aurora_ifs":[27.6,16.3],"fcn2_ifs":[28.6,13.6],"pangu_ifs":[28.3,15.6]},{"day":2,"aifs":[26,16],"aifs_chg":0,"ecmwf":[27,17],"ecmwf_chg":0,"wnext":[27,17],"wnext_chg":0,"ens":[27,17],"ens_chg":0,"graphcast_ifs":[27.3,16.8],"aurora_ifs":[26.1,16.6],"fcn2_ifs":[27.3,15.0],"pangu_ifs":[27.2,15.9]},{"day":3,"aifs":[25,15],"aifs_chg":0,"ecmwf":[25,16],"ecmwf_chg":0,"wnext":[25,16],"wnext_chg":0,"ens":[26,16],"ens_chg":0,"graphcast_ifs":[25.6,15.7],"aurora_ifs":[24.7,15.2],"fcn2_ifs":[25.2,15.0],"pangu_ifs":[24.9,15.4]},{"day":4,"aifs":[25,13],"aifs_chg":0,"ecmwf":[26,15],"ecmwf_chg":0,"wnext":[25,14],"wnext_chg":0,"ens":[26,15],"ens_chg":0,"graphcast_ifs":[26.1,13.9],"aurora_ifs":[24.8,13.6],"fcn2_ifs":[25.3,13.4],"pangu_ifs":[24.9,13.3]},{"day":5,"aifs":[23,14],"aifs_chg":-1,"ecmwf":[27,15],"ecmwf_chg":0,"wnext":[24,15],"wnext_chg":0,"ens":[26,15],"ens_chg":0,"graphcast_ifs":[26.7,13.9],"aurora_ifs":[24.0,14.1],"fcn2_ifs":[25.5,13.4],"pangu_ifs":[25.2,13.1]},{"day":6,"aifs":[24,15],"aifs_chg":-1,"ecmwf":[26,16],"ecmwf_chg":0,"wnext":[24,16],"wnext_chg":-1,"ens":[26,16],"ens_chg":0,"graphcast_ifs":[26.7,14.7],"aurora_ifs":[23.8,14.8],"fcn2_ifs":[26.3,13.8],"pangu_ifs":[25.5,14.3]},{"day":7,"aifs":[27,14],"aifs_chg":0,"ecmwf":[28,16],"ecmwf_chg":2,"wnext":[26,14],"wnext_chg":0,"ens":[27,16],"ens_chg":0,"graphcast_ifs":[27.0,13.6],"aurora_ifs":[25.3,14.3],"fcn2_ifs":[28.3,13.6],"pangu_ifs":[25.8,13.0]},{"day":8,"aifs":[27,14],"aifs_chg":0,"ecmwf":[28,18],"ecmwf_chg":4,"wnext":[27,15],"wnext_chg":-1,"ens":[28,17],"ens_chg":0,"graphcast_ifs":[27.6,14.1],"aurora_ifs":[26.7,14.8],"fcn2_ifs":[28.2,13.9],"pangu_ifs":[26.0,12.8]},{"day":9,"aifs":[25,13],"aifs_chg":3,"ecmwf":[27,17],"ecmwf_chg":1,"wnext":[26,15],"wnext_chg":0,"ens":[27,16],"ens_chg":0,"graphcast_ifs":[27.2,12.8],"aurora_ifs":[26.3,14.9],"fcn2_ifs":[26.2,13.9],"pangu_ifs":[25.4,13.1]},{"day":10,"aifs":[26,13],"aifs_chg":2,"ecmwf":[28,17],"ecmwf_chg":2,"wnext":[27,15],"wnext_chg":1,"ens":[28,16],"ens_chg":1,"graphcast_ifs":[28.8,14.0],"aurora_ifs":[26.2,14.5],"fcn2_ifs":[27.7,12.7],"pangu_ifs":[26.6,13.5]},{"day":11,"aifs":[28,14],"aifs_chg":2,"ecmwf":[29,19],"ecmwf_chg":1,"wnext":[28,16],"wnext_chg":0,"ens":[28,17],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":12,"aifs":[28,16],"aifs_chg":0,"ecmwf":[29,21],"ecmwf_chg":-2,"wnext":[28,17],"wnext_chg":0,"ens":[29,18],"ens_chg":1,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":13,"aifs":[20,15],"aifs_chg":-9,"ecmwf":[25,17],"ecmwf_chg":-7,"wnext":[27,17],"wnext_chg":-1,"ens":[27,18],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":14,"aifs":[20,12],"aifs_chg":-8,"ecmwf":[22,12],"ecmwf_chg":-9,"wnext":[26,17],"wnext_chg":-1,"ens":[26,17],"ens_chg":-1,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":15,"aifs":[23,9],"aifs_chg":null,"ecmwf":[24,10],"ecmwf_chg":null,"wnext":[27,16],"wnext_chg":null,"ens":[26,16],"ens_chg":null,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null}]}}