{"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":"george-town-my","name":"George Town","cc":"MY","country":"Malaysia","sector":"malaysia","lat":5.414,"lon":100.329,"di":[9,22,16,26,25,28,29,36,30,33,38,37,27,27,33],"driver":["mslp","t2m","t2m","t2m","t2m","t2m","t2m","t2m","t2m","t2m","t2m","mslp","t2m","t2m","t2m"],"step_di":{"t2m":{"6":0,"12":8,"18":9,"24":19,"30":0,"36":36,"42":43,"48":7,"54":0,"60":21,"66":2,"72":41,"78":27,"84":24,"90":25,"96":28,"102":36,"108":19,"114":15,"120":31,"126":32,"132":37,"138":15,"144":28,"150":35,"156":33,"162":29,"168":21,"174":33,"180":38,"186":38,"192":34,"198":35,"204":17,"210":27,"216":41,"222":35,"228":37,"234":23,"240":39,"246":48,"252":59,"258":8,"264":39,"270":26,"276":48,"282":24,"288":26,"294":26,"300":26,"306":17,"312":38,"318":26,"324":26,"330":29,"336":26,"342":33,"348":33,"354":23,"360":42},"mslp":{"6":10,"12":12,"18":0,"24":13,"30":19,"36":19,"42":20,"48":18,"54":14,"60":12,"66":20,"72":6,"78":22,"84":4,"90":2,"96":25,"102":25,"108":0,"114":0,"120":13,"126":14,"132":1,"138":0,"144":17,"150":17,"156":22,"162":13,"168":23,"174":26,"180":23,"186":19,"192":26,"198":19,"204":16,"210":28,"216":19,"222":0,"228":23,"234":3,"240":22,"246":38,"252":24,"258":0,"264":44,"270":47,"276":47,"282":24,"288":30,"294":0,"300":24,"306":30,"312":24,"318":18,"324":0,"330":21,"336":0,"342":30,"348":30,"354":0,"360":38}},"t2m":{"aifs":[27,26,30,29,27,27,29,28,27,26,30,29,27,27,29,28,27,26,30,28,27,27,30,29,27,27,29,28,27,27,29,28,27,27,30,28,27,27,30,28,27,26,30,28,27,27,31,28,27,27,30,27,27,26,31,28,27,27,31,29],"ecmwf":[26,26,30,27,26,24,31,27,26,25,29,26,26,25,27,26,25,26,30,28,26,25,30,28,25,25,30,27,25,24,31,26,25,25,30,25,25,24,29,25,24,23,30,26,25,24,29,27,25,25,30,27,25,25,31,26,25,25,30,26],"wnext":[26,26,29,27,26,26,27,27,26,26,29,28,27,26,29,27,27,26,29,28,27,27,29,28,27,27,29,28,27,26,29,28,27,26,29,28,27,26,29,27,26,26,29,28,26,26,30,28,26,26,30,28,26,26,30,27,26,26,29,27],"ens":[26,26,29,28,26,26,29,28,26,26,29,27,26,26,28,27,26,26,29,27,26,26,29,27,26,26,29,27,26,26,29,27,26,26,29,27,26,26,29,27,26,26,29,27,26,26,29,27,26,26,29,27,26,25,29,27,25,25,29,27]},"mslp":{"aifs":[1012,1012,1011,1011,1011,1011,1011,1011,1011,1012,1011,1011,1012,1013,1012,1012,1013,1012,1011,1010,1011,1011,1010,1009,1011,1011,1010,1010,1011,1011,1010,1010,1011,1011,1010,1010,1011,1011,1010,1010,1010,1011,1010,1009,1011,1011,1010,1010,1012,1012,1012,1011,1013,1013,1012,1011,1012,1012,1011,1010],"ecmwf":[1013,1012,1011,1010,1012,1012,1010,1010,1012,1012,1012,1011,1013,1013,1012,1012,1013,1012,1011,1010,1012,1011,1010,1010,1012,1011,1010,1011,1012,1012,1010,1011,1011,1011,1009,1009,1011,1012,1010,1011,1012,1012,1010,1011,1013,1013,1011,1011,1012,1013,1012,1012,1013,1013,1011,1011,1013,1013,1011,1011],"wnext":[1013,1012,1011,1011,1011,1011,1011,1011,1012,1012,1011,1011,1012,1013,1012,1012,1012,1012,1011,1010,1011,1011,1010,1010,1011,1011,1011,1010,1011,1011,1010,1010,1011,1011,1010,1010,1011,1011,1010,1010,1011,1011,1010,1010,1011,1011,1010,1010,1012,1012,1011,1011,1013,1013,1012,1011,1012,1012,1011,1011],"ens":[1012,1013,1011,1010,1012,1012,1011,1010,1012,1012,1011,1011,1013,1013,1012,1012,1013,1012,1011,1010,1011,1011,1010,1010,1011,1012,1010,1011,1012,1012,1010,1011,1011,1011,1010,1010,1011,1011,1010,1010,1011,1011,1010,1011,1011,1011,1010,1011,1012,1012,1011,1011,1012,1013,1011,1011,1013,1013,1011,1012]},"band":{"t2m_p10":[25,25,28,27,25,25,27,26,25,25,27,26,25,25,27,26,25,25,27,26,25,25,27,26,25,25,28,26,25,25,28,26,25,25,27,26,25,25,27,26,25,25,27,26,25,25,27,26,25,25,27,26,25,25,27,26,25,25,27,26],"t2m_p90":[27,26,30,28,27,27,31,29,27,27,30,28,27,27,30,28,27,27,31,29,27,27,31,29,27,27,31,29,27,27,31,29,27,27,31,29,27,27,30,28,27,27,30,28,27,26,30,28,27,26,30,28,27,26,30,28,26,26,30,28]},"mlwp":{"graphcast_ifs":[26.6,26.3,29.3,28.3,27.0,26.4,27.9,27.4,26.7,26.7,29.3,28.6,27.5,26.9,28.9,28.2,27.3,27.0,29.6,28.6,27.6,27.2,29.2,28.3,27.2,26.6,28.4,27.8,27.0,26.6,28.7,28.1,27.0,26.3,28.1,27.1,26.0,25.7,27.4,26.7,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"aurora_ifs":[26.7,26.3,29.5,28.5,27.0,26.0,28.1,27.5,26.5,26.2,29.4,28.5,27.0,26.1,28.8,28.0,26.8,26.3,28.8,28.0,26.9,26.3,28.7,27.9,26.8,26.2,28.8,28.0,26.8,26.3,28.9,27.9,26.8,26.3,28.8,27.9,26.6,26.1,28.7,27.8,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"fcn2_ifs":[26.8,26.9,29.7,27.8,26.6,26.4,28.8,27.4,26.2,26.2,28.9,27.5,26.2,26.0,28.7,27.1,26.0,25.9,28.6,27.2,26.0,25.9,28.9,27.3,26.1,26.0,28.9,27.2,26.1,26.0,29.2,27.1,25.9,25.9,29.4,27.1,25.8,25.7,28.8,26.6,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"pangu_ifs":[26.9,26.5,30.0,28.3,26.7,26.4,30.0,27.8,26.9,26.8,30.3,28.4,27.3,26.9,30.1,28.1,27.1,26.8,29.6,27.5,26.5,26.5,29.4,27.5,26.6,26.6,30.2,28.0,27.0,26.9,30.4,28.0,26.6,26.4,29.5,27.6,26.2,26.1,29.1,27.3,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]},"daily":[{"day":1,"aifs":[30,26],"aifs_chg":-1,"ecmwf":[30,26],"ecmwf_chg":-1,"wnext":[29,26],"wnext_chg":0,"ens":[29,26],"ens_chg":0,"graphcast_ifs":[29.3,26.3],"aurora_ifs":[29.5,26.3],"fcn2_ifs":[29.7,26.8],"pangu_ifs":[30.0,26.5]},{"day":2,"aifs":[29,27],"aifs_chg":0,"ecmwf":[31,24],"ecmwf_chg":0,"wnext":[27,26],"wnext_chg":0,"ens":[29,26],"ens_chg":0,"graphcast_ifs":[27.9,26.4],"aurora_ifs":[28.1,26.0],"fcn2_ifs":[28.8,26.4],"pangu_ifs":[30.0,26.4]},{"day":3,"aifs":[30,26],"aifs_chg":0,"ecmwf":[29,25],"ecmwf_chg":0,"wnext":[29,26],"wnext_chg":0,"ens":[29,26],"ens_chg":0,"graphcast_ifs":[29.3,26.7],"aurora_ifs":[29.4,26.2],"fcn2_ifs":[28.9,26.2],"pangu_ifs":[30.3,26.8]},{"day":4,"aifs":[29,27],"aifs_chg":0,"ecmwf":[27,25],"ecmwf_chg":0,"wnext":[29,26],"wnext_chg":0,"ens":[28,26],"ens_chg":-1,"graphcast_ifs":[28.9,26.9],"aurora_ifs":[28.8,26.1],"fcn2_ifs":[28.7,26.0],"pangu_ifs":[30.1,26.9]},{"day":5,"aifs":[30,26],"aifs_chg":0,"ecmwf":[30,25],"ecmwf_chg":1,"wnext":[29,26],"wnext_chg":0,"ens":[29,26],"ens_chg":0,"graphcast_ifs":[29.6,27.0],"aurora_ifs":[28.8,26.3],"fcn2_ifs":[28.6,25.9],"pangu_ifs":[29.6,26.8]},{"day":6,"aifs":[30,27],"aifs_chg":0,"ecmwf":[30,25],"ecmwf_chg":0,"wnext":[29,27],"wnext_chg":0,"ens":[29,26],"ens_chg":0,"graphcast_ifs":[29.2,27.2],"aurora_ifs":[28.7,26.3],"fcn2_ifs":[28.9,25.9],"pangu_ifs":[29.4,26.5]},{"day":7,"aifs":[29,27],"aifs_chg":0,"ecmwf":[30,25],"ecmwf_chg":3,"wnext":[29,27],"wnext_chg":1,"ens":[29,26],"ens_chg":0,"graphcast_ifs":[28.4,26.6],"aurora_ifs":[28.8,26.2],"fcn2_ifs":[28.9,26.0],"pangu_ifs":[30.2,26.6]},{"day":8,"aifs":[29,27],"aifs_chg":0,"ecmwf":[31,24],"ecmwf_chg":1,"wnext":[29,26],"wnext_chg":0,"ens":[29,26],"ens_chg":0,"graphcast_ifs":[28.7,26.6],"aurora_ifs":[28.9,26.3],"fcn2_ifs":[29.2,26.0],"pangu_ifs":[30.4,26.9]},{"day":9,"aifs":[30,27],"aifs_chg":1,"ecmwf":[30,25],"ecmwf_chg":0,"wnext":[29,26],"wnext_chg":0,"ens":[29,26],"ens_chg":0,"graphcast_ifs":[28.1,26.3],"aurora_ifs":[28.8,26.3],"fcn2_ifs":[29.4,25.9],"pangu_ifs":[29.5,26.4]},{"day":10,"aifs":[30,27],"aifs_chg":1,"ecmwf":[29,24],"ecmwf_chg":-1,"wnext":[29,26],"wnext_chg":0,"ens":[29,26],"ens_chg":0,"graphcast_ifs":[27.4,25.7],"aurora_ifs":[28.7,26.1],"fcn2_ifs":[28.8,25.7],"pangu_ifs":[29.1,26.1]},{"day":11,"aifs":[30,26],"aifs_chg":0,"ecmwf":[30,23],"ecmwf_chg":0,"wnext":[29,26],"wnext_chg":0,"ens":[29,26],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":12,"aifs":[31,27],"aifs_chg":1,"ecmwf":[29,24],"ecmwf_chg":-1,"wnext":[30,26],"wnext_chg":1,"ens":[29,26],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":13,"aifs":[30,27],"aifs_chg":0,"ecmwf":[30,25],"ecmwf_chg":0,"wnext":[30,26],"wnext_chg":1,"ens":[29,26],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":14,"aifs":[31,26],"aifs_chg":1,"ecmwf":[31,25],"ecmwf_chg":3,"wnext":[30,26],"wnext_chg":1,"ens":[29,25],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":15,"aifs":[31,27],"aifs_chg":null,"ecmwf":[30,25],"ecmwf_chg":null,"wnext":[29,26],"wnext_chg":null,"ens":[29,25],"ens_chg":null,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null}]}}