{"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":"windhoek-na","name":"Windhoek","cc":"NA","country":"Namibia","sector":"namibia","lat":-22.57,"lon":17.084,"di":[28,37,41,44,63,62,54,48,44,43,48,16,19,29,38],"driver":["t2m","mslp","mslp","mslp","mslp","mslp","mslp","mslp","mslp","mslp","mslp","t2m","mslp","mslp","mslp"],"step_di":{"t2m":{"6":50,"12":0,"18":37,"24":26,"30":29,"36":17,"42":32,"48":0,"54":6,"60":16,"66":35,"72":25,"78":35,"84":40,"90":48,"96":37,"102":46,"108":32,"114":50,"120":64,"126":49,"132":39,"138":54,"144":63,"150":34,"156":33,"162":29,"168":63,"174":26,"180":2,"186":17,"192":49,"198":40,"204":31,"210":29,"216":41,"222":45,"228":35,"234":39,"240":9,"246":1,"252":20,"258":6,"264":18,"270":10,"276":9,"282":20,"288":25,"294":13,"300":13,"306":17,"312":20,"318":19,"324":0,"330":18,"336":29,"342":30,"348":16,"354":6,"360":22},"mslp":{"6":32,"12":8,"18":28,"24":8,"30":23,"36":32,"42":60,"48":33,"54":37,"60":45,"66":40,"72":42,"78":36,"84":39,"90":41,"96":59,"102":68,"108":58,"114":60,"120":67,"126":69,"132":55,"138":56,"144":67,"150":60,"156":47,"162":47,"168":63,"174":55,"180":63,"186":29,"192":43,"198":48,"204":42,"210":38,"216":46,"222":50,"228":38,"234":41,"240":43,"246":62,"252":53,"258":37,"264":41,"270":42,"276":2,"282":0,"288":2,"294":0,"300":26,"306":26,"312":24,"318":6,"324":38,"330":29,"336":44,"342":34,"348":29,"354":48,"360":41}},"t2m":{"aifs":[19,14,15,28,19,12,12,24,16,11,9,16,10,7,10,20,14,11,13,22,18,14,16,26,20,14,16,28,21,15,18,27,20,16,18,27,19,16,18,26,17,14,16,26,19,14,18,28,20,15,18,28,21,15,18,28,21,16,18,28],"ecmwf":[19,15,15,30,20,13,14,26,17,11,6,15,12,7,10,21,16,11,11,25,19,12,14,27,21,12,16,28,22,15,18,29,24,16,17,25,16,13,15,25,18,12,16,25,20,15,16,27,20,13,16,27,21,15,16,26,18,15,17,27],"wnext":[21,15,15,29,21,13,13,26,17,10,8,17,12,8,10,20,15,11,12,23,19,14,15,26,20,14,16,27,20,15,17,26,20,15,16,24,18,14,15,24,18,13,15,25,18,13,15,25,18,13,15,26,19,14,16,27,20,15,17,27],"ens":[19,14,15,29,19,12,13,25,15,9,8,18,12,8,10,22,16,11,13,25,18,12,15,27,19,13,16,28,20,15,17,28,20,15,17,27,19,14,16,26,19,14,16,27,19,13,15,27,19,13,16,27,19,14,16,27,19,14,17,28]},"mslp":{"aifs":[1017,1019,1018,1013,1015,1015,1014,1008,1011,1012,1015,1012,1016,1017,1018,1014,1017,1019,1020,1015,1016,1018,1019,1014,1014,1017,1019,1016,1017,1019,1022,1018,1020,1021,1022,1017,1019,1019,1020,1015,1019,1019,1019,1015,1016,1017,1018,1014,1015,1017,1018,1015,1016,1019,1021,1017,1017,1019,1022,1017],"ecmwf":[1018,1018,1018,1012,1014,1014,1012,1007,1010,1012,1017,1012,1015,1017,1018,1013,1015,1017,1018,1012,1013,1016,1017,1012,1013,1016,1017,1013,1014,1015,1018,1013,1014,1016,1019,1014,1017,1016,1016,1010,1011,1013,1015,1011,1012,1016,1018,1013,1015,1019,1020,1015,1016,1020,1021,1016,1018,1019,1021,1015],"wnext":[1017,1018,1019,1013,1014,1015,1014,1007,1011,1013,1015,1012,1016,1017,1019,1015,1017,1019,1020,1015,1015,1017,1019,1014,1014,1017,1019,1015,1017,1019,1021,1016,1018,1019,1020,1016,1017,1018,1019,1014,1015,1017,1018,1014,1016,1017,1018,1014,1016,1017,1018,1014,1016,1017,1019,1014,1016,1017,1018,1014],"ens":[1018,1019,1018,1013,1014,1015,1014,1007,1011,1013,1016,1011,1015,1017,1018,1013,1015,1017,1018,1013,1014,1016,1017,1012,1014,1016,1018,1013,1015,1017,1020,1014,1016,1018,1019,1014,1015,1016,1017,1012,1014,1015,1017,1012,1014,1016,1018,1013,1015,1017,1018,1013,1015,1017,1019,1013,1015,1017,1018,1013]},"band":{"t2m_p10":[18,13,15,29,18,11,12,22,11,5,5,15,10,6,9,20,14,9,12,24,17,10,13,26,18,11,14,27,18,13,16,27,18,13,15,24,16,12,13,21,15,11,13,24,15,10,11,25,15,9,11,23,16,9,12,25,16,11,13,25],"t2m_p90":[20,15,16,30,20,14,15,27,18,13,13,22,13,9,11,23,17,12,13,26,20,14,16,28,21,14,17,29,22,17,19,30,23,18,19,30,23,18,19,29,22,17,19,30,22,16,19,30,22,17,19,30,22,17,19,30,22,17,19,30]},"mlwp":{"graphcast_ifs":[21.7,15.7,16.1,29.7,21.7,14.4,13.2,26.8,18.9,13.2,10.6,20.8,14.9,10.7,12.1,20.6,16.5,13.2,14.4,24.3,20.3,15.6,16.7,26.2,21.5,15.8,17.2,26.4,21.6,16.7,18.6,26.5,21.1,16.6,17.5,24.7,18.7,15.1,17.8,26.3,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"aurora_ifs":[20.5,15.3,15.3,28.4,19.9,14.0,12.6,25.3,15.4,9.5,7.7,16.6,11.0,7.0,9.2,19.3,14.7,9.8,11.2,21.6,16.8,12.6,13.9,24.4,19.3,14.5,16.3,25.9,21.1,16.4,17.8,26.9,22.2,17.7,18.8,27.3,22.4,17.6,19.0,27.2,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"fcn2_ifs":[22.3,14.5,13.6,28.6,21.2,13.2,11.5,25.0,17.2,8.7,6.9,18.9,13.1,7.3,8.0,20.5,17.4,11.7,12.4,24.1,20.2,13.1,13.1,26.6,21.3,13.7,13.9,27.9,22.3,15.3,16.4,29.2,23.8,17.5,17.2,28.4,21.8,14.8,14.3,26.8,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"pangu_ifs":[21.5,14.6,13.9,28.9,19.8,13.2,11.3,25.3,16.9,11.9,12.6,16.7,12.3,10.4,11.8,18.4,14.0,11.6,12.3,21.1,16.6,13.9,15.2,22.9,18.6,15.5,16.6,24.7,20.1,15.7,17.3,26.3,21.4,15.7,17.3,26.6,21.3,15.8,16.9,26.3,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]},"daily":[{"day":1,"aifs":[28,14],"aifs_chg":0,"ecmwf":[30,15],"ecmwf_chg":1,"wnext":[29,15],"wnext_chg":0,"ens":[29,14],"ens_chg":0,"graphcast_ifs":[29.7,15.7],"aurora_ifs":[28.4,15.3],"fcn2_ifs":[28.6,13.6],"pangu_ifs":[28.9,13.9]},{"day":2,"aifs":[24,12],"aifs_chg":-1,"ecmwf":[26,13],"ecmwf_chg":1,"wnext":[26,13],"wnext_chg":1,"ens":[25,12],"ens_chg":0,"graphcast_ifs":[26.8,13.2],"aurora_ifs":[25.3,12.6],"fcn2_ifs":[25.0,11.5],"pangu_ifs":[25.3,11.3]},{"day":3,"aifs":[16,9],"aifs_chg":-3,"ecmwf":[17,6],"ecmwf_chg":-1,"wnext":[17,8],"wnext_chg":-1,"ens":[18,8],"ens_chg":-1,"graphcast_ifs":[20.8,10.6],"aurora_ifs":[16.6,7.7],"fcn2_ifs":[18.9,6.9],"pangu_ifs":[16.9,11.9]},{"day":4,"aifs":[20,7],"aifs_chg":1,"ecmwf":[21,7],"ecmwf_chg":-1,"wnext":[20,8],"wnext_chg":0,"ens":[22,8],"ens_chg":0,"graphcast_ifs":[20.6,10.7],"aurora_ifs":[19.3,7.0],"fcn2_ifs":[20.5,7.3],"pangu_ifs":[18.4,10.4]},{"day":5,"aifs":[22,11],"aifs_chg":-1,"ecmwf":[25,11],"ecmwf_chg":0,"wnext":[23,11],"wnext_chg":0,"ens":[25,11],"ens_chg":0,"graphcast_ifs":[24.3,13.2],"aurora_ifs":[21.6,9.8],"fcn2_ifs":[24.1,11.7],"pangu_ifs":[21.1,11.6]},{"day":6,"aifs":[26,14],"aifs_chg":0,"ecmwf":[27,12],"ecmwf_chg":0,"wnext":[26,14],"wnext_chg":1,"ens":[27,12],"ens_chg":0,"graphcast_ifs":[26.2,15.6],"aurora_ifs":[24.4,12.6],"fcn2_ifs":[26.6,13.1],"pangu_ifs":[22.9,13.9]},{"day":7,"aifs":[28,14],"aifs_chg":0,"ecmwf":[28,12],"ecmwf_chg":0,"wnext":[27,14],"wnext_chg":1,"ens":[28,13],"ens_chg":0,"graphcast_ifs":[26.4,15.8],"aurora_ifs":[25.9,14.5],"fcn2_ifs":[27.9,13.7],"pangu_ifs":[24.7,15.5]},{"day":8,"aifs":[27,15],"aifs_chg":0,"ecmwf":[29,15],"ecmwf_chg":0,"wnext":[26,15],"wnext_chg":0,"ens":[28,15],"ens_chg":0,"graphcast_ifs":[26.5,16.7],"aurora_ifs":[26.9,16.4],"fcn2_ifs":[29.2,15.3],"pangu_ifs":[26.3,15.7]},{"day":9,"aifs":[27,16],"aifs_chg":-1,"ecmwf":[25,16],"ecmwf_chg":-4,"wnext":[24,15],"wnext_chg":0,"ens":[27,15],"ens_chg":-1,"graphcast_ifs":[24.7,16.6],"aurora_ifs":[27.3,17.7],"fcn2_ifs":[28.4,17.2],"pangu_ifs":[26.6,15.7]},{"day":10,"aifs":[26,16],"aifs_chg":1,"ecmwf":[25,13],"ecmwf_chg":6,"wnext":[24,14],"wnext_chg":0,"ens":[26,14],"ens_chg":0,"graphcast_ifs":[26.3,15.1],"aurora_ifs":[27.2,17.6],"fcn2_ifs":[26.8,14.3],"pangu_ifs":[26.3,15.8]},{"day":11,"aifs":[26,14],"aifs_chg":1,"ecmwf":[25,12],"ecmwf_chg":1,"wnext":[25,13],"wnext_chg":1,"ens":[27,14],"ens_chg":1,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":12,"aifs":[28,14],"aifs_chg":2,"ecmwf":[27,15],"ecmwf_chg":2,"wnext":[25,13],"wnext_chg":0,"ens":[27,13],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":13,"aifs":[28,15],"aifs_chg":2,"ecmwf":[27,13],"ecmwf_chg":4,"wnext":[26,13],"wnext_chg":0,"ens":[27,13],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":14,"aifs":[28,15],"aifs_chg":2,"ecmwf":[26,15],"ecmwf_chg":2,"wnext":[27,14],"wnext_chg":1,"ens":[27,14],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":15,"aifs":[28,16],"aifs_chg":null,"ecmwf":[27,15],"ecmwf_chg":null,"wnext":[27,15],"wnext_chg":null,"ens":[28,14],"ens_chg":null,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null}]}}