{"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":"port-vila-vu","name":"Port Vila","cc":"VU","country":"Vanuatu","sector":"vanuatu","lat":-17.733,"lon":168.317,"di":[27,27,18,27,29,30,31,33,35,42,33,43,25,24,23],"driver":["t2m","t2m","t2m","t2m","t2m","t2m","t2m","t2m","mslp","mslp","t2m","t2m","mslp","t2m","t2m"],"step_di":{"t2m":{"6":32,"12":38,"18":11,"24":26,"30":43,"36":46,"42":0,"48":19,"54":16,"60":22,"66":1,"72":34,"78":44,"84":28,"90":0,"96":36,"102":36,"108":46,"114":8,"120":26,"126":36,"132":41,"138":17,"144":27,"150":27,"156":60,"162":0,"168":36,"174":47,"180":53,"186":19,"192":13,"198":26,"204":46,"210":0,"216":28,"222":3,"228":46,"234":1,"240":14,"246":34,"252":55,"258":9,"264":34,"270":52,"276":65,"282":44,"288":9,"294":9,"300":55,"306":21,"312":9,"318":9,"324":26,"330":34,"336":26,"342":3,"348":57,"354":31,"360":0},"mslp":{"6":6,"12":0,"18":0,"24":0,"30":0,"36":0,"42":8,"48":4,"54":1,"60":1,"66":2,"72":11,"78":9,"84":21,"90":29,"96":20,"102":26,"108":6,"114":25,"120":26,"126":28,"132":23,"138":21,"144":22,"150":18,"156":15,"162":25,"168":19,"174":29,"180":26,"186":35,"192":29,"198":28,"204":30,"210":40,"216":42,"222":46,"228":45,"234":40,"240":39,"246":26,"252":33,"258":26,"264":0,"270":26,"276":57,"282":42,"288":42,"294":48,"300":23,"306":26,"312":1,"318":17,"324":17,"330":1,"336":0,"342":1,"348":26,"354":38,"360":0}},"t2m":{"aifs":[23,23,23,23,23,23,23,22,21,22,22,22,22,22,22,22,22,22,23,22,22,23,23,23,22,23,23,23,23,23,23,23,23,24,24,24,23,24,23,23,23,23,24,23,23,23,23,23,23,23,23,23,23,24,24,23,23,23,23,23],"ecmwf":[20,24,23,20,19,24,21,20,20,22,21,19,18,22,21,19,19,24,22,20,19,24,23,21,20,26,22,20,19,25,22,21,20,25,22,21,21,25,22,21,20,25,23,20,19,26,24,22,22,25,23,22,22,22,21,21,21,25,23,22],"wnext":[21,24,23,22,22,23,22,22,21,22,22,22,21,23,22,22,21,23,23,22,21,24,23,22,21,23,23,22,22,24,23,22,22,24,23,22,22,23,23,22,22,24,23,22,22,24,23,22,22,24,23,22,22,24,23,23,22,24,23,23],"ens":[21,24,23,22,21,23,22,21,21,22,22,21,21,23,22,21,20,23,22,21,21,24,23,21,21,24,23,22,21,24,23,22,22,24,23,22,22,24,23,22,22,24,23,22,22,24,23,22,22,24,23,22,22,24,23,23,22,25,24,23]},"mslp":{"aifs":[1012,1013,1012,1015,1014,1016,1015,1018,1018,1019,1017,1019,1018,1019,1017,1018,1017,1018,1016,1018,1017,1019,1017,1019,1017,1018,1016,1018,1017,1018,1017,1018,1017,1018,1016,1018,1017,1018,1017,1019,1018,1019,1018,1019,1018,1020,1018,1020,1019,1020,1018,1020,1018,1019,1018,1019,1018,1019,1018,1019],"ecmwf":[1013,1013,1012,1015,1014,1016,1016,1019,1018,1019,1017,1020,1018,1019,1017,1019,1018,1018,1017,1019,1018,1019,1017,1020,1018,1018,1017,1019,1018,1018,1017,1018,1017,1018,1016,1018,1016,1018,1017,1019,1017,1018,1017,1019,1017,1017,1016,1018,1017,1018,1017,1019,1016,1017,1018,1019,1017,1019,1017,1019],"wnext":[1012,1013,1012,1015,1014,1016,1015,1018,1018,1019,1017,1019,1018,1018,1016,1018,1017,1018,1016,1018,1017,1018,1017,1019,1017,1018,1016,1018,1017,1018,1016,1018,1017,1018,1017,1019,1017,1019,1017,1019,1018,1019,1017,1019,1017,1019,1017,1019,1017,1018,1017,1019,1017,1018,1017,1019,1017,1018,1016,1019],"ens":[1013,1013,1012,1015,1014,1016,1015,1019,1018,1019,1017,1020,1018,1019,1017,1019,1017,1018,1016,1019,1018,1019,1017,1019,1018,1018,1017,1019,1017,1018,1016,1019,1017,1018,1017,1019,1017,1018,1017,1019,1018,1018,1017,1019,1017,1018,1017,1019,1017,1018,1017,1019,1017,1018,1017,1019,1017,1018,1017,1019]},"band":{"t2m_p10":[21,23,22,21,21,23,22,21,20,22,21,21,20,22,21,20,19,22,22,20,20,23,22,20,20,23,22,21,21,23,22,21,21,23,22,21,21,23,22,21,21,23,22,21,21,23,22,21,21,23,22,21,21,23,22,22,21,24,23,22],"t2m_p90":[22,24,23,22,22,24,22,22,21,23,22,22,21,23,22,21,21,24,23,22,22,24,23,22,22,25,24,22,22,25,24,22,22,25,24,23,22,25,24,23,23,25,24,23,23,25,24,23,23,25,24,23,23,25,24,23,23,26,24,24]},"mlwp":{"graphcast_ifs":[21.7,23.9,23.2,22.3,21.9,23.3,22.3,21.7,21.1,22.7,22.5,21.8,21.3,22.9,22.3,21.6,21.2,23.0,22.6,21.9,21.4,23.3,22.9,21.9,21.5,23.5,23.0,22.1,21.8,23.6,22.8,22.4,22.4,24.3,23.6,22.8,22.5,24.4,23.5,22.7,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"aurora_ifs":[21.9,23.5,22.8,21.9,21.5,22.7,21.7,21.1,20.3,22.2,21.7,21.1,20.6,22.4,21.7,21.1,20.7,22.7,22.1,21.6,21.2,23.2,22.5,21.8,21.5,23.5,22.7,21.9,21.6,23.6,22.8,22.2,21.9,23.9,23.1,22.5,22.2,24.1,23.3,22.6,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"fcn2_ifs":[22.1,22.8,22.9,22.7,22.4,22.5,22.2,22.1,21.8,22.2,22.2,21.9,21.7,22.1,22.1,22.0,21.9,22.4,22.6,22.4,22.3,22.9,23.0,23.0,22.7,23.2,23.3,23.2,23.1,23.4,23.4,23.1,22.7,22.9,23.0,23.0,22.6,22.8,22.8,22.8,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"pangu_ifs":[22.7,23.3,23.2,22.5,22.3,21.8,22.3,21.9,21.4,21.6,21.9,21.9,21.6,22.1,22.3,22.3,22.0,22.5,22.8,22.7,22.3,22.8,22.9,22.5,22.0,22.8,23.2,23.3,22.6,22.3,22.2,22.4,22.4,23.1,23.5,23.3,23.0,23.5,23.5,23.3,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]},"daily":[{"day":1,"aifs":[23,23],"aifs_chg":0,"ecmwf":[24,20],"ecmwf_chg":0,"wnext":[24,21],"wnext_chg":0,"ens":[24,21],"ens_chg":0,"graphcast_ifs":[23.9,21.7],"aurora_ifs":[23.5,21.9],"fcn2_ifs":[22.9,22.1],"pangu_ifs":[23.3,22.5]},{"day":2,"aifs":[23,22],"aifs_chg":0,"ecmwf":[24,19],"ecmwf_chg":1,"wnext":[23,22],"wnext_chg":1,"ens":[23,21],"ens_chg":0,"graphcast_ifs":[23.3,21.7],"aurora_ifs":[22.7,21.1],"fcn2_ifs":[22.5,22.1],"pangu_ifs":[22.3,21.8]},{"day":3,"aifs":[22,21],"aifs_chg":0,"ecmwf":[22,19],"ecmwf_chg":-1,"wnext":[22,21],"wnext_chg":0,"ens":[22,21],"ens_chg":-1,"graphcast_ifs":[22.7,21.1],"aurora_ifs":[22.2,20.3],"fcn2_ifs":[22.2,21.8],"pangu_ifs":[21.9,21.4]},{"day":4,"aifs":[22,22],"aifs_chg":0,"ecmwf":[22,18],"ecmwf_chg":-1,"wnext":[23,21],"wnext_chg":0,"ens":[23,21],"ens_chg":0,"graphcast_ifs":[22.9,21.3],"aurora_ifs":[22.4,20.6],"fcn2_ifs":[22.1,21.7],"pangu_ifs":[22.3,21.6]},{"day":5,"aifs":[23,22],"aifs_chg":0,"ecmwf":[24,19],"ecmwf_chg":0,"wnext":[23,21],"wnext_chg":0,"ens":[23,20],"ens_chg":0,"graphcast_ifs":[23.0,21.2],"aurora_ifs":[22.7,20.7],"fcn2_ifs":[22.6,21.9],"pangu_ifs":[22.8,22.0]},{"day":6,"aifs":[23,22],"aifs_chg":0,"ecmwf":[24,19],"ecmwf_chg":1,"wnext":[24,21],"wnext_chg":1,"ens":[24,21],"ens_chg":0,"graphcast_ifs":[23.3,21.4],"aurora_ifs":[23.2,21.2],"fcn2_ifs":[23.0,22.3],"pangu_ifs":[22.9,22.3]},{"day":7,"aifs":[23,22],"aifs_chg":0,"ecmwf":[26,20],"ecmwf_chg":1,"wnext":[23,21],"wnext_chg":-1,"ens":[24,21],"ens_chg":0,"graphcast_ifs":[23.5,21.5],"aurora_ifs":[23.5,21.5],"fcn2_ifs":[23.3,22.7],"pangu_ifs":[23.3,22.0]},{"day":8,"aifs":[23,23],"aifs_chg":0,"ecmwf":[25,19],"ecmwf_chg":1,"wnext":[24,22],"wnext_chg":1,"ens":[24,21],"ens_chg":0,"graphcast_ifs":[23.6,21.8],"aurora_ifs":[23.6,21.6],"fcn2_ifs":[23.4,23.1],"pangu_ifs":[22.6,22.2]},{"day":9,"aifs":[24,23],"aifs_chg":1,"ecmwf":[25,20],"ecmwf_chg":0,"wnext":[24,22],"wnext_chg":0,"ens":[24,22],"ens_chg":0,"graphcast_ifs":[24.3,22.4],"aurora_ifs":[23.9,21.9],"fcn2_ifs":[23.0,22.7],"pangu_ifs":[23.5,22.4]},{"day":10,"aifs":[24,23],"aifs_chg":1,"ecmwf":[25,21],"ecmwf_chg":0,"wnext":[23,22],"wnext_chg":-1,"ens":[24,22],"ens_chg":0,"graphcast_ifs":[24.4,22.5],"aurora_ifs":[24.1,22.2],"fcn2_ifs":[22.8,22.6],"pangu_ifs":[23.5,23.0]},{"day":11,"aifs":[24,23],"aifs_chg":0,"ecmwf":[25,20],"ecmwf_chg":0,"wnext":[24,22],"wnext_chg":0,"ens":[24,22],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":12,"aifs":[23,23],"aifs_chg":-1,"ecmwf":[26,19],"ecmwf_chg":2,"wnext":[24,22],"wnext_chg":0,"ens":[24,22],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":13,"aifs":[23,23],"aifs_chg":-1,"ecmwf":[25,22],"ecmwf_chg":0,"wnext":[24,22],"wnext_chg":0,"ens":[24,22],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":14,"aifs":[24,23],"aifs_chg":1,"ecmwf":[22,21],"ecmwf_chg":-2,"wnext":[24,22],"wnext_chg":0,"ens":[24,22],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":15,"aifs":[23,23],"aifs_chg":null,"ecmwf":[25,21],"ecmwf_chg":null,"wnext":[24,22],"wnext_chg":null,"ens":[25,22],"ens_chg":null,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null}]}}