{"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":"vadodara-in","name":"Vadodara","cc":"IN","country":"India","sector":"india","lat":22.312,"lon":73.178,"di":[15,24,18,14,16,30,43,31,38,43,35,30,36,54,50],"driver":["t2m","t2m","t2m","t2m","mslp","mslp","mslp","t2m","t2m","t2m","t2m","t2m","t2m","t2m","t2m"],"step_di":{"t2m":{"6":8,"12":16,"18":0,"24":35,"30":1,"36":24,"42":31,"48":38,"54":14,"60":9,"66":16,"72":32,"78":1,"84":6,"90":18,"96":30,"102":0,"108":0,"114":28,"120":19,"126":25,"132":12,"138":28,"144":37,"150":37,"156":25,"162":36,"168":20,"174":35,"180":26,"186":24,"192":38,"198":29,"204":32,"210":51,"216":39,"222":38,"228":40,"234":42,"240":52,"246":25,"252":25,"258":43,"264":47,"270":20,"276":20,"282":40,"288":42,"294":22,"300":31,"306":41,"312":50,"318":53,"324":68,"330":52,"336":42,"342":64,"348":51,"354":45,"360":40},"mslp":{"6":7,"12":0,"18":0,"24":11,"30":0,"36":0,"42":0,"48":0,"54":17,"60":7,"66":10,"72":17,"78":22,"84":5,"90":21,"96":4,"102":16,"108":23,"114":22,"120":5,"126":28,"132":30,"138":22,"144":38,"150":33,"156":36,"162":49,"168":54,"174":20,"180":22,"186":28,"192":30,"198":26,"204":20,"210":27,"216":30,"222":29,"228":35,"234":41,"240":45,"246":0,"252":0,"258":0,"264":5,"270":0,"276":1,"282":1,"288":13,"294":0,"300":16,"306":13,"312":13,"318":0,"324":18,"330":13,"336":29,"342":22,"348":18,"354":18,"360":29}},"t2m":{"aifs":[28,27,32,32,28,27,28,27,26,26,30,31,27,26,31,32,28,27,33,32,28,28,33,32,28,28,33,33,29,28,34,34,29,28,33,34,29,28,33,34,29,28,32,33,28,27,31,33,27,26,33,34,28,27,34,35,29,27,34,35],"ecmwf":[27,26,30,28,26,24,29,26,25,25,28,28,25,24,29,31,26,25,30,30,26,26,30,28,26,25,30,31,27,26,32,32,28,25,32,32,28,24,30,31,26,25,29,29,25,25,30,29,25,23,29,29,24,21,29,30,23,22,30,30],"wnext":[26,25,30,30,26,25,27,27,25,24,28,29,25,24,30,31,26,25,32,31,27,26,32,31,27,26,32,32,27,26,33,33,27,26,33,33,27,25,32,32,27,26,31,32,26,25,31,32,26,25,32,33,27,25,33,33,27,25,33,33],"ens":[26,26,30,29,26,25,28,26,25,24,28,27,25,24,30,29,26,25,31,30,26,25,31,29,26,25,31,31,26,25,32,32,27,25,31,31,27,25,31,31,26,25,31,31,26,24,31,30,26,24,31,30,26,24,31,31,26,24,31,30]},"mslp":{"aifs":[1009,1009,1010,1007,1009,1008,1010,1007,1009,1009,1011,1007,1010,1010,1012,1008,1011,1009,1011,1007,1009,1008,1009,1005,1008,1007,1008,1004,1006,1005,1006,1001,1004,1003,1004,1000,1003,1003,1005,1003,1007,1007,1009,1007,1009,1009,1011,1008,1010,1010,1012,1008,1010,1009,1012,1007,1010,1009,1011,1007],"ecmwf":[1010,1009,1010,1006,1009,1008,1010,1007,1010,1009,1011,1008,1010,1010,1012,1008,1011,1010,1011,1007,1010,1009,1010,1007,1009,1008,1010,1006,1008,1007,1009,1004,1006,1005,1006,1002,1005,1005,1006,1003,1006,1007,1009,1007,1009,1008,1010,1007,1010,1009,1011,1009,1011,1011,1013,1010,1012,1011,1013,1010],"wnext":[1010,1009,1010,1007,1009,1008,1010,1007,1010,1009,1011,1008,1010,1010,1011,1008,1011,1009,1010,1007,1009,1008,1010,1006,1008,1007,1009,1005,1007,1006,1007,1003,1005,1004,1006,1002,1005,1005,1007,1004,1007,1007,1009,1006,1009,1009,1011,1007,1010,1010,1011,1008,1011,1010,1012,1008,1010,1010,1012,1008],"ens":[1010,1009,1010,1006,1009,1008,1010,1007,1010,1009,1011,1008,1011,1010,1012,1008,1011,1010,1011,1007,1010,1009,1010,1006,1009,1008,1010,1006,1008,1007,1008,1004,1007,1005,1007,1003,1006,1005,1007,1004,1007,1007,1009,1006,1008,1007,1009,1006,1009,1008,1010,1007,1010,1009,1011,1008,1010,1009,1011,1008]},"band":{"t2m_p10":[26,25,29,28,25,24,26,25,24,23,26,25,24,24,29,27,25,24,30,27,25,25,30,27,26,25,30,28,25,24,31,30,26,24,30,30,26,24,29,29,25,24,29,29,25,23,29,29,24,22,29,28,25,23,29,29,24,23,29,27],"t2m_p90":[27,26,31,30,27,26,30,27,25,25,30,29,25,25,31,31,27,25,32,32,27,26,32,32,27,26,32,32,27,26,32,32,28,26,32,32,28,26,32,32,28,26,32,32,27,25,32,32,27,25,32,32,27,25,33,33,27,26,33,33]},"mlwp":{"graphcast_ifs":[26.6,25.7,29.9,29.5,26.5,25.3,27.9,27.1,25.3,24.6,28.8,29.4,25.9,24.8,29.4,30.1,26.3,25.1,30.6,31.2,27.0,25.7,31.1,31.2,27.2,26.1,31.6,31.6,27.6,26.2,31.7,32.4,27.8,25.9,30.9,31.0,26.7,25.4,29.8,29.7,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"aurora_ifs":[26.4,25.6,30.2,29.3,26.4,25.3,28.0,26.5,25.0,24.3,28.0,28.7,25.6,24.6,29.7,30.3,26.5,25.2,30.9,30.8,27.0,25.8,31.0,30.7,27.0,25.9,31.2,31.4,27.4,26.0,31.8,31.8,27.6,26.1,31.8,31.4,27.4,25.9,31.5,31.3,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"fcn2_ifs":[27.3,26.7,30.3,30.7,27.8,26.7,29.4,28.5,26.3,25.4,27.7,28.5,26.3,25.5,29.9,30.9,27.4,26.1,31.7,32.3,28.4,27.1,32.6,33.2,29.2,27.6,33.3,33.9,29.5,27.8,33.7,34.2,29.6,27.8,33.1,33.3,29.3,27.7,31.9,32.1,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"pangu_ifs":[27.3,26.9,31.0,29.4,27.1,26.5,29.9,27.0,25.6,25.4,28.5,27.9,26.2,25.6,30.1,28.9,27.0,26.2,31.8,29.9,27.6,26.8,31.8,30.2,27.7,26.5,32.6,31.4,27.6,26.1,32.6,31.6,27.9,25.9,30.3,30.3,26.8,26.0,30.1,29.3,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]},"daily":[{"day":1,"aifs":[32,27],"aifs_chg":0,"ecmwf":[30,26],"ecmwf_chg":0,"wnext":[30,25],"wnext_chg":0,"ens":[30,26],"ens_chg":0,"graphcast_ifs":[29.9,25.7],"aurora_ifs":[30.2,25.6],"fcn2_ifs":[30.7,26.7],"pangu_ifs":[31.0,26.9]},{"day":2,"aifs":[28,27],"aifs_chg":0,"ecmwf":[29,24],"ecmwf_chg":2,"wnext":[27,25],"wnext_chg":-1,"ens":[28,25],"ens_chg":-1,"graphcast_ifs":[27.9,25.3],"aurora_ifs":[28.0,25.3],"fcn2_ifs":[29.4,26.7],"pangu_ifs":[29.9,26.5]},{"day":3,"aifs":[31,26],"aifs_chg":1,"ecmwf":[28,25],"ecmwf_chg":0,"wnext":[29,24],"wnext_chg":1,"ens":[28,24],"ens_chg":-1,"graphcast_ifs":[29.4,24.6],"aurora_ifs":[28.7,24.3],"fcn2_ifs":[28.5,25.4],"pangu_ifs":[28.5,25.4]},{"day":4,"aifs":[32,26],"aifs_chg":0,"ecmwf":[31,24],"ecmwf_chg":0,"wnext":[31,24],"wnext_chg":0,"ens":[30,24],"ens_chg":0,"graphcast_ifs":[30.1,24.8],"aurora_ifs":[30.3,24.6],"fcn2_ifs":[30.9,25.5],"pangu_ifs":[30.1,25.6]},{"day":5,"aifs":[33,27],"aifs_chg":0,"ecmwf":[30,25],"ecmwf_chg":-2,"wnext":[32,25],"wnext_chg":0,"ens":[31,25],"ens_chg":0,"graphcast_ifs":[31.2,25.1],"aurora_ifs":[30.9,25.2],"fcn2_ifs":[32.3,26.1],"pangu_ifs":[31.8,26.2]},{"day":6,"aifs":[33,28],"aifs_chg":0,"ecmwf":[30,26],"ecmwf_chg":-1,"wnext":[32,26],"wnext_chg":0,"ens":[31,25],"ens_chg":0,"graphcast_ifs":[31.2,25.7],"aurora_ifs":[31.0,25.8],"fcn2_ifs":[33.2,27.1],"pangu_ifs":[31.8,26.8]},{"day":7,"aifs":[33,28],"aifs_chg":-1,"ecmwf":[31,25],"ecmwf_chg":-1,"wnext":[32,26],"wnext_chg":-1,"ens":[31,25],"ens_chg":0,"graphcast_ifs":[31.6,26.1],"aurora_ifs":[31.4,25.9],"fcn2_ifs":[33.9,27.6],"pangu_ifs":[32.6,26.5]},{"day":8,"aifs":[34,28],"aifs_chg":0,"ecmwf":[32,26],"ecmwf_chg":0,"wnext":[33,26],"wnext_chg":0,"ens":[32,25],"ens_chg":0,"graphcast_ifs":[32.4,26.2],"aurora_ifs":[31.8,26.0],"fcn2_ifs":[34.2,27.8],"pangu_ifs":[32.6,26.1]},{"day":9,"aifs":[34,28],"aifs_chg":-1,"ecmwf":[32,25],"ecmwf_chg":0,"wnext":[33,26],"wnext_chg":0,"ens":[31,25],"ens_chg":-1,"graphcast_ifs":[31.0,25.9],"aurora_ifs":[31.8,26.1],"fcn2_ifs":[33.3,27.8],"pangu_ifs":[30.3,25.9]},{"day":10,"aifs":[34,28],"aifs_chg":0,"ecmwf":[31,24],"ecmwf_chg":-1,"wnext":[32,25],"wnext_chg":-1,"ens":[31,25],"ens_chg":0,"graphcast_ifs":[29.8,25.4],"aurora_ifs":[31.5,25.9],"fcn2_ifs":[32.1,27.7],"pangu_ifs":[30.1,26.0]},{"day":11,"aifs":[33,28],"aifs_chg":0,"ecmwf":[29,25],"ecmwf_chg":-4,"wnext":[32,26],"wnext_chg":0,"ens":[31,25],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":12,"aifs":[33,27],"aifs_chg":1,"ecmwf":[30,25],"ecmwf_chg":-2,"wnext":[32,25],"wnext_chg":0,"ens":[31,24],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":13,"aifs":[34,26],"aifs_chg":0,"ecmwf":[29,23],"ecmwf_chg":-3,"wnext":[33,25],"wnext_chg":0,"ens":[31,24],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":14,"aifs":[35,27],"aifs_chg":0,"ecmwf":[30,21],"ecmwf_chg":-1,"wnext":[33,25],"wnext_chg":0,"ens":[31,24],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":15,"aifs":[35,27],"aifs_chg":null,"ecmwf":[30,22],"ecmwf_chg":null,"wnext":[33,25],"wnext_chg":null,"ens":[31,24],"ens_chg":null,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null}]}}