{"contract":"weathermaps.ai/di-v2","generated":"2026-09-17T04:18:19Z","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":"dar-es-salaam-tz","name":"Dar es Salaam","cc":"TZ","country":"Tanzania","sector":"tanzania","lat":-6.798,"lon":39.266,"di":[24,20,16,16,25,20,31,38,45,47,25,19,29,30,36],"driver":["t2m","t2m","t2m","mslp","mslp","mslp","mslp","mslp","mslp","mslp","mslp","mslp","mslp","mslp","mslp"],"step_di":{"t2m":{"6":23,"12":25,"18":9,"24":38,"30":12,"36":16,"42":23,"48":27,"54":20,"60":19,"66":21,"72":5,"78":0,"84":12,"90":29,"96":18,"102":0,"108":22,"114":25,"120":24,"126":0,"132":0,"138":23,"144":19,"150":0,"156":7,"162":28,"168":15,"174":5,"180":13,"186":29,"192":18,"198":10,"204":12,"210":33,"216":33,"222":16,"228":35,"234":34,"240":23,"246":0,"252":26,"258":15,"264":33,"270":0,"276":0,"282":15,"288":15,"294":0,"300":38,"306":15,"312":15,"318":15,"324":26,"330":15,"336":15,"342":15,"348":26,"354":15,"360":42},"mslp":{"6":0,"12":1,"18":0,"24":10,"30":19,"36":0,"42":0,"48":22,"54":21,"60":0,"66":20,"72":22,"78":7,"84":21,"90":21,"96":16,"102":26,"108":24,"114":22,"120":26,"126":20,"132":11,"138":16,"144":33,"150":35,"156":18,"162":37,"168":33,"174":39,"180":37,"186":38,"192":39,"198":45,"204":42,"210":49,"216":45,"222":47,"228":49,"234":45,"240":49,"246":46,"252":0,"258":26,"264":30,"270":0,"276":24,"282":24,"288":30,"294":26,"300":24,"306":24,"312":43,"318":26,"324":14,"330":31,"336":49,"342":31,"348":33,"354":31,"360":49}},"t2m":{"aifs":[25,22,23,26,24,23,26,28,25,23,26,28,25,24,26,28,25,24,26,28,25,24,26,28,25,24,26,28,25,24,26,28,25,24,26,28,25,24,26,28,25,24,26,28,25,24,27,28,25,23,27,29,25,24,27,28,25,24,26,28],"ecmwf":[24,22,24,27,25,23,26,28,24,24,26,28,25,24,27,28,25,24,26,28,25,24,26,28,25,24,27,28,25,24,26,28,25,24,27,29,25,24,27,28,25,24,27,29,25,24,27,29,25,24,27,29,26,24,27,29,26,24,26,27],"wnext":[25,23,23,25,24,24,26,27,25,24,26,28,25,24,26,27,25,25,26,27,25,24,26,27,25,24,26,27,25,24,26,27,25,24,26,27,25,25,26,28,25,25,26,27,25,24,26,28,25,25,26,28,25,25,26,28,25,25,26,27],"ens":[24,22,24,27,25,23,26,28,25,24,26,28,25,24,26,28,25,24,27,28,25,24,27,28,25,24,27,28,25,24,27,28,25,24,27,28,25,24,27,28,25,24,27,28,25,24,27,29,25,24,27,29,25,24,27,28,25,24,27,29]},"mslp":{"aifs":[1018,1017,1020,1018,1019,1017,1020,1017,1019,1017,1020,1016,1018,1017,1019,1015,1017,1016,1018,1014,1016,1015,1018,1014,1016,1015,1018,1015,1017,1016,1019,1016,1017,1016,1019,1014,1016,1014,1018,1014,1015,1014,1017,1013,1015,1013,1017,1013,1014,1013,1017,1012,1014,1014,1018,1014,1015,1014,1018,1014],"ecmwf":[1019,1018,1020,1017,1018,1017,1020,1016,1018,1017,1020,1016,1018,1016,1020,1016,1017,1015,1019,1014,1016,1015,1018,1013,1015,1015,1018,1014,1016,1015,1019,1015,1017,1015,1018,1014,1016,1013,1017,1012,1014,1014,1018,1013,1015,1014,1018,1013,1015,1014,1018,1013,1015,1014,1017,1012,1014,1013,1017,1012],"wnext":[1018,1017,1020,1017,1018,1017,1020,1017,1019,1017,1020,1017,1018,1017,1020,1016,1017,1016,1018,1015,1016,1015,1018,1014,1016,1015,1019,1015,1017,1016,1019,1015,1017,1015,1019,1015,1016,1015,1018,1014,1016,1014,1018,1014,1015,1014,1018,1014,1015,1014,1018,1014,1015,1014,1018,1014,1015,1014,1018,1014],"ens":[1018,1017,1020,1017,1018,1017,1020,1016,1018,1017,1021,1016,1018,1016,1020,1016,1018,1015,1019,1014,1016,1015,1018,1014,1016,1015,1019,1014,1017,1016,1019,1015,1017,1015,1018,1014,1016,1014,1018,1013,1015,1014,1018,1013,1015,1013,1017,1013,1015,1013,1017,1013,1015,1013,1017,1013,1014,1014,1017,1013]},"band":{"t2m_p10":[24,22,23,26,24,23,26,28,24,23,25,27,24,23,25,27,25,24,26,27,24,23,26,27,24,23,26,27,24,23,26,27,24,23,26,28,24,23,26,27,25,23,26,28,25,23,26,28,25,23,27,28,25,23,26,28,25,23,26,28],"t2m_p90":[25,22,25,28,25,24,27,29,25,24,27,29,26,24,27,29,26,25,27,29,25,24,27,28,25,24,27,29,26,25,27,29,26,24,27,29,25,24,27,29,26,25,27,29,26,25,28,29,26,25,28,29,26,25,28,29,26,25,28,29]},"mlwp":{"graphcast_ifs":[24.5,22.5,23.8,25.5,24.4,23.5,26.1,27.6,24.3,23.2,26.4,28.3,24.4,23.2,26.7,28.4,24.7,23.5,26.4,28.3,24.5,23.6,26.3,28.2,24.6,23.7,26.3,28.1,24.7,23.7,26.4,28.0,24.7,23.7,25.6,27.2,24.3,23.1,25.3,27.2,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"aurora_ifs":[24.5,22.5,24.2,26.1,24.6,23.7,25.8,27.0,24.3,23.1,25.8,27.8,24.7,23.6,26.1,27.7,25.0,24.1,26.0,27.2,24.8,23.9,25.9,27.3,24.7,23.8,25.9,27.4,24.7,23.8,25.9,27.5,24.9,23.9,26.1,27.6,25.0,24.0,26.2,27.8,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"fcn2_ifs":[25.2,23.6,23.8,25.0,24.1,23.4,24.9,26.8,24.7,23.4,25.1,27.7,25.0,23.5,25.2,27.7,25.2,23.9,25.5,27.6,25.3,24.0,25.4,27.6,25.2,23.9,25.4,27.6,25.2,24.0,25.5,27.6,25.3,24.0,25.5,27.6,25.3,24.0,25.5,27.3,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"pangu_ifs":[24.6,22.7,23.9,26.4,24.5,23.4,25.8,27.9,24.7,23.5,26.1,28.0,25.1,24.2,26.3,27.6,25.4,24.3,25.7,27.4,25.0,23.9,26.2,27.7,24.7,23.4,26.2,27.8,24.5,23.2,25.4,27.3,24.3,23.2,25.4,27.1,24.2,23.0,25.4,27.1,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]},"daily":[{"day":1,"aifs":[26,22],"aifs_chg":0,"ecmwf":[27,22],"ecmwf_chg":0,"wnext":[25,23],"wnext_chg":0,"ens":[27,22],"ens_chg":0,"graphcast_ifs":[25.5,22.5],"aurora_ifs":[26.1,22.5],"fcn2_ifs":[25.2,23.6],"pangu_ifs":[26.4,22.7]},{"day":2,"aifs":[28,23],"aifs_chg":0,"ecmwf":[28,23],"ecmwf_chg":0,"wnext":[27,24],"wnext_chg":0,"ens":[28,23],"ens_chg":0,"graphcast_ifs":[27.6,23.5],"aurora_ifs":[27.0,23.7],"fcn2_ifs":[26.8,23.4],"pangu_ifs":[27.9,23.4]},{"day":3,"aifs":[28,23],"aifs_chg":0,"ecmwf":[28,24],"ecmwf_chg":0,"wnext":[28,24],"wnext_chg":1,"ens":[28,24],"ens_chg":0,"graphcast_ifs":[28.3,23.2],"aurora_ifs":[27.8,23.1],"fcn2_ifs":[27.7,23.4],"pangu_ifs":[28.0,23.5]},{"day":4,"aifs":[28,24],"aifs_chg":0,"ecmwf":[28,24],"ecmwf_chg":0,"wnext":[27,24],"wnext_chg":0,"ens":[28,24],"ens_chg":0,"graphcast_ifs":[28.4,23.2],"aurora_ifs":[27.7,23.6],"fcn2_ifs":[27.7,23.5],"pangu_ifs":[27.6,24.2]},{"day":5,"aifs":[28,24],"aifs_chg":0,"ecmwf":[28,24],"ecmwf_chg":1,"wnext":[27,25],"wnext_chg":0,"ens":[28,24],"ens_chg":0,"graphcast_ifs":[28.3,23.5],"aurora_ifs":[27.2,24.1],"fcn2_ifs":[27.6,23.9],"pangu_ifs":[27.4,24.3]},{"day":6,"aifs":[28,24],"aifs_chg":0,"ecmwf":[28,24],"ecmwf_chg":0,"wnext":[27,24],"wnext_chg":0,"ens":[28,24],"ens_chg":0,"graphcast_ifs":[28.2,23.6],"aurora_ifs":[27.3,23.9],"fcn2_ifs":[27.6,24.0],"pangu_ifs":[27.7,23.9]},{"day":7,"aifs":[28,24],"aifs_chg":0,"ecmwf":[28,24],"ecmwf_chg":0,"wnext":[27,24],"wnext_chg":0,"ens":[28,24],"ens_chg":0,"graphcast_ifs":[28.1,23.7],"aurora_ifs":[27.4,23.8],"fcn2_ifs":[27.6,23.9],"pangu_ifs":[27.8,23.4]},{"day":8,"aifs":[28,24],"aifs_chg":0,"ecmwf":[28,24],"ecmwf_chg":0,"wnext":[27,24],"wnext_chg":0,"ens":[28,24],"ens_chg":0,"graphcast_ifs":[28.0,23.7],"aurora_ifs":[27.5,23.8],"fcn2_ifs":[27.6,24.0],"pangu_ifs":[27.3,23.2]},{"day":9,"aifs":[28,24],"aifs_chg":0,"ecmwf":[29,24],"ecmwf_chg":1,"wnext":[27,24],"wnext_chg":0,"ens":[28,24],"ens_chg":0,"graphcast_ifs":[27.2,23.7],"aurora_ifs":[27.6,23.9],"fcn2_ifs":[27.6,24.0],"pangu_ifs":[27.1,23.2]},{"day":10,"aifs":[28,24],"aifs_chg":0,"ecmwf":[28,24],"ecmwf_chg":1,"wnext":[28,25],"wnext_chg":1,"ens":[28,24],"ens_chg":0,"graphcast_ifs":[27.2,23.1],"aurora_ifs":[27.8,24.0],"fcn2_ifs":[27.3,24.0],"pangu_ifs":[27.1,23.0]},{"day":11,"aifs":[28,24],"aifs_chg":0,"ecmwf":[29,24],"ecmwf_chg":0,"wnext":[27,25],"wnext_chg":0,"ens":[28,24],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":12,"aifs":[28,24],"aifs_chg":-1,"ecmwf":[29,24],"ecmwf_chg":1,"wnext":[28,24],"wnext_chg":1,"ens":[29,24],"ens_chg":1,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":13,"aifs":[29,23],"aifs_chg":0,"ecmwf":[29,24],"ecmwf_chg":1,"wnext":[28,25],"wnext_chg":1,"ens":[29,24],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":14,"aifs":[28,24],"aifs_chg":-1,"ecmwf":[29,24],"ecmwf_chg":1,"wnext":[28,25],"wnext_chg":1,"ens":[28,24],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":15,"aifs":[28,24],"aifs_chg":null,"ecmwf":[27,24],"ecmwf_chg":null,"wnext":[27,25],"wnext_chg":null,"ens":[29,24],"ens_chg":null,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null}]}}