{"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":"gujranwala-pk","name":"Gujranwala","cc":"PK","country":"Pakistan","sector":"pakistan","lat":32.162,"lon":74.183,"di":[19,36,39,37,36,40,43,34,36,39,29,29,20,25,36],"driver":["mslp","t2m","t2m","t2m","t2m","t2m","t2m","t2m","mslp","mslp","t2m","t2m","mslp","t2m","t2m"],"step_di":{"t2m":{"6":22,"12":22,"18":13,"24":18,"30":36,"36":39,"42":17,"48":52,"54":39,"60":46,"66":19,"72":54,"78":36,"84":25,"90":28,"96":57,"102":32,"108":28,"114":27,"120":55,"126":43,"132":38,"138":24,"144":53,"150":42,"156":35,"162":37,"168":58,"174":45,"180":38,"186":21,"192":34,"198":34,"204":36,"210":26,"216":41,"222":35,"228":38,"234":18,"240":29,"246":34,"252":11,"258":34,"264":36,"270":30,"276":9,"282":39,"288":39,"294":13,"300":0,"306":25,"312":38,"318":33,"324":0,"330":22,"336":43,"342":33,"348":25,"354":41,"360":45},"mslp":{"6":28,"12":12,"18":21,"24":17,"30":11,"36":0,"42":0,"48":15,"54":1,"60":18,"66":20,"72":17,"78":24,"84":22,"90":14,"96":21,"102":19,"108":17,"114":24,"120":8,"126":3,"132":12,"138":31,"144":28,"150":15,"156":9,"162":27,"168":40,"174":35,"180":40,"186":16,"192":22,"198":26,"204":31,"210":44,"216":43,"222":42,"228":33,"234":36,"240":44,"246":33,"252":18,"258":18,"264":31,"270":3,"276":28,"282":41,"288":31,"294":14,"300":21,"306":21,"312":24,"318":21,"324":18,"330":28,"336":21,"342":0,"348":0,"354":0,"360":0}},"t2m":{"aifs":[27,23,27,30,24,23,30,33,26,24,32,34,27,24,33,35,27,25,33,35,28,25,33,35,28,25,33,35,28,25,33,33,26,24,29,30,25,23,31,33,26,24,32,34,27,24,32,34,27,24,32,34,27,24,33,34,27,25,32,33],"ecmwf":[23,22,26,28,24,23,29,30,25,24,30,31,25,23,31,31,24,23,31,31,25,24,31,31,26,24,32,32,26,24,32,32,26,24,29,31,25,23,31,31,25,22,32,31,25,21,32,32,25,22,32,32,25,21,31,32,25,22,33,33],"wnext":[26,23,27,28,23,22,29,30,24,23,30,31,25,23,31,31,25,24,31,32,25,24,32,32,26,24,32,32,26,24,31,30,25,23,29,29,24,22,30,30,24,23,30,30,25,23,30,30,25,23,30,30,24,23,30,30,24,22,31,30],"ens":[26,23,27,27,23,22,29,29,24,23,30,30,25,23,31,31,25,23,31,31,25,23,31,31,26,24,32,31,26,24,31,30,25,23,30,30,24,22,30,30,24,22,31,30,24,22,31,31,25,22,31,30,24,22,31,30,24,22,31,31]},"mslp":{"aifs":[1006,1007,1010,1006,1008,1008,1010,1008,1009,1010,1012,1009,1011,1013,1015,1011,1012,1012,1013,1008,1008,1009,1010,1006,1007,1008,1010,1006,1007,1009,1010,1005,1006,1007,1008,1004,1004,1004,1005,1002,1004,1005,1007,1004,1007,1009,1011,1008,1010,1011,1013,1009,1011,1012,1014,1010,1011,1011,1012,1008],"ecmwf":[1008,1006,1010,1005,1007,1008,1010,1007,1009,1010,1012,1009,1012,1012,1015,1011,1012,1011,1013,1008,1008,1009,1011,1007,1007,1008,1010,1006,1007,1007,1009,1005,1006,1006,1008,1003,1005,1005,1005,1002,1004,1005,1007,1003,1006,1006,1007,1005,1009,1009,1011,1007,1009,1010,1012,1008,1010,1010,1012,1008],"wnext":[1007,1007,1010,1007,1008,1009,1010,1008,1010,1010,1012,1010,1012,1013,1015,1012,1012,1012,1013,1008,1009,1009,1011,1007,1008,1009,1011,1007,1008,1008,1010,1006,1007,1007,1009,1005,1005,1005,1007,1003,1005,1006,1008,1006,1008,1008,1011,1008,1010,1011,1013,1010,1011,1011,1013,1010,1011,1011,1012,1009],"ens":[1007,1007,1009,1006,1008,1008,1010,1007,1009,1010,1012,1010,1012,1013,1015,1011,1012,1012,1013,1008,1008,1009,1011,1007,1007,1008,1010,1007,1008,1008,1009,1006,1007,1007,1008,1004,1006,1006,1007,1005,1007,1007,1009,1006,1007,1007,1009,1006,1008,1009,1011,1008,1009,1010,1011,1008,1010,1010,1011,1008]},"band":{"t2m_p10":[24,22,25,24,22,21,28,28,24,22,29,30,24,22,30,30,24,22,30,30,24,23,31,30,25,23,31,31,25,23,30,27,23,22,26,28,23,21,27,28,22,20,28,28,22,20,29,28,23,20,29,28,22,19,29,28,22,19,29,29],"t2m_p90":[27,24,29,29,25,23,30,30,25,23,31,31,26,23,32,32,25,23,32,32,26,24,32,32,26,24,33,33,27,25,33,32,26,24,32,32,26,23,33,32,26,23,33,33,26,24,33,33,27,24,33,33,27,24,33,33,26,24,33,33]},"mlwp":{"graphcast_ifs":[26.2,23.0,28.0,29.3,24.6,22.9,30.0,30.6,25.2,23.3,31.4,32.0,26.0,23.8,32.4,32.9,26.6,24.2,33.1,33.4,27.0,24.7,33.6,33.8,27.6,24.9,34.1,34.1,27.5,24.6,34.0,33.9,27.3,24.3,33.3,33.7,26.9,24.1,33.1,33.7,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"aurora_ifs":[26.0,23.2,28.7,28.9,24.7,23.0,30.2,30.4,25.0,23.2,31.1,31.4,25.5,23.5,31.5,31.9,26.1,24.0,31.9,32.5,26.2,24.0,32.2,32.5,26.3,24.0,32.3,32.3,26.0,23.8,32.0,31.7,25.6,23.5,31.6,31.4,25.4,23.3,31.5,31.7,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"fcn2_ifs":[25.3,22.6,28.4,29.3,24.2,22.1,29.9,31.4,25.0,22.9,31.0,32.4,25.7,23.5,31.7,33.1,26.5,24.3,32.5,33.6,27.1,24.9,32.7,33.2,26.9,24.5,31.7,32.0,25.9,23.5,31.5,32.5,26.3,23.9,31.3,31.8,25.9,23.7,30.9,31.9,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"pangu_ifs":[26.9,25.0,29.9,28.7,24.9,23.6,31.7,30.4,25.5,23.8,32.1,31.1,25.7,24.0,32.5,31.6,25.9,24.2,33.2,31.9,26.4,24.5,33.7,32.2,26.4,24.5,34.0,31.9,26.4,24.6,33.6,31.4,26.1,24.4,32.9,31.5,26.2,24.6,33.2,31.4,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]},"daily":[{"day":1,"aifs":[30,23],"aifs_chg":0,"ecmwf":[28,22],"ecmwf_chg":-1,"wnext":[28,23],"wnext_chg":0,"ens":[27,23],"ens_chg":0,"graphcast_ifs":[29.3,23.0],"aurora_ifs":[28.9,23.2],"fcn2_ifs":[29.3,22.6],"pangu_ifs":[29.9,25.0]},{"day":2,"aifs":[33,23],"aifs_chg":0,"ecmwf":[30,23],"ecmwf_chg":0,"wnext":[30,22],"wnext_chg":0,"ens":[29,22],"ens_chg":0,"graphcast_ifs":[30.6,22.9],"aurora_ifs":[30.4,23.0],"fcn2_ifs":[31.4,22.1],"pangu_ifs":[31.7,23.6]},{"day":3,"aifs":[34,24],"aifs_chg":0,"ecmwf":[31,24],"ecmwf_chg":0,"wnext":[31,23],"wnext_chg":0,"ens":[30,23],"ens_chg":0,"graphcast_ifs":[32.0,23.3],"aurora_ifs":[31.4,23.2],"fcn2_ifs":[32.4,22.9],"pangu_ifs":[32.1,23.8]},{"day":4,"aifs":[35,24],"aifs_chg":0,"ecmwf":[31,23],"ecmwf_chg":0,"wnext":[31,23],"wnext_chg":-1,"ens":[31,23],"ens_chg":0,"graphcast_ifs":[32.9,23.8],"aurora_ifs":[31.9,23.5],"fcn2_ifs":[33.1,23.5],"pangu_ifs":[32.5,24.0]},{"day":5,"aifs":[35,25],"aifs_chg":0,"ecmwf":[31,23],"ecmwf_chg":0,"wnext":[32,24],"wnext_chg":0,"ens":[31,23],"ens_chg":0,"graphcast_ifs":[33.4,24.2],"aurora_ifs":[32.5,24.0],"fcn2_ifs":[33.6,24.3],"pangu_ifs":[33.2,24.2]},{"day":6,"aifs":[35,25],"aifs_chg":0,"ecmwf":[31,24],"ecmwf_chg":0,"wnext":[32,24],"wnext_chg":0,"ens":[31,23],"ens_chg":0,"graphcast_ifs":[33.8,24.7],"aurora_ifs":[32.5,24.0],"fcn2_ifs":[33.2,24.9],"pangu_ifs":[33.7,24.5]},{"day":7,"aifs":[35,25],"aifs_chg":0,"ecmwf":[32,24],"ecmwf_chg":0,"wnext":[32,24],"wnext_chg":0,"ens":[32,24],"ens_chg":1,"graphcast_ifs":[34.1,24.9],"aurora_ifs":[32.3,24.0],"fcn2_ifs":[32.0,24.5],"pangu_ifs":[34.0,24.5]},{"day":8,"aifs":[33,25],"aifs_chg":0,"ecmwf":[32,24],"ecmwf_chg":0,"wnext":[31,24],"wnext_chg":0,"ens":[31,24],"ens_chg":1,"graphcast_ifs":[34.0,24.6],"aurora_ifs":[32.0,23.8],"fcn2_ifs":[32.5,23.5],"pangu_ifs":[33.6,24.6]},{"day":9,"aifs":[30,24],"aifs_chg":1,"ecmwf":[31,24],"ecmwf_chg":1,"wnext":[29,23],"wnext_chg":0,"ens":[30,23],"ens_chg":0,"graphcast_ifs":[33.7,24.3],"aurora_ifs":[31.6,23.5],"fcn2_ifs":[31.8,23.9],"pangu_ifs":[32.9,24.4]},{"day":10,"aifs":[33,23],"aifs_chg":1,"ecmwf":[31,23],"ecmwf_chg":1,"wnext":[30,22],"wnext_chg":1,"ens":[30,22],"ens_chg":0,"graphcast_ifs":[33.7,24.1],"aurora_ifs":[31.7,23.3],"fcn2_ifs":[31.9,23.7],"pangu_ifs":[33.2,24.6]},{"day":11,"aifs":[34,24],"aifs_chg":1,"ecmwf":[32,22],"ecmwf_chg":2,"wnext":[30,23],"wnext_chg":0,"ens":[31,22],"ens_chg":1,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":12,"aifs":[34,24],"aifs_chg":3,"ecmwf":[32,21],"ecmwf_chg":2,"wnext":[30,23],"wnext_chg":1,"ens":[31,22],"ens_chg":1,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":13,"aifs":[34,24],"aifs_chg":3,"ecmwf":[32,22],"ecmwf_chg":0,"wnext":[30,23],"wnext_chg":1,"ens":[31,22],"ens_chg":1,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":14,"aifs":[34,24],"aifs_chg":3,"ecmwf":[32,21],"ecmwf_chg":0,"wnext":[30,23],"wnext_chg":0,"ens":[31,22],"ens_chg":1,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":15,"aifs":[33,25],"aifs_chg":null,"ecmwf":[33,22],"ecmwf_chg":null,"wnext":[31,22],"wnext_chg":null,"ens":[31,22],"ens_chg":null,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null}]}}