{"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":"bangkok-th","name":"Bangkok","cc":"TH","country":"Thailand","sector":"thailand","lat":13.752,"lon":100.515,"di":[8,14,22,26,21,27,35,43,35,53,13,38,53,26,23],"driver":["t2m","t2m","t2m","mslp","t2m","mslp","mslp","mslp","t2m","mslp","t2m","t2m","t2m","t2m","mslp"],"step_di":{"t2m":{"6":5,"12":0,"18":0,"24":26,"30":3,"36":12,"42":20,"48":21,"54":27,"60":15,"66":12,"72":35,"78":27,"84":29,"90":27,"96":15,"102":24,"108":7,"114":31,"120":21,"126":17,"132":12,"138":34,"144":23,"150":23,"156":28,"162":42,"168":38,"174":30,"180":25,"186":55,"192":52,"198":35,"204":26,"210":52,"216":29,"222":19,"228":24,"234":41,"240":36,"246":0,"252":30,"258":0,"264":24,"270":31,"276":24,"282":44,"288":54,"294":44,"300":44,"306":68,"312":55,"318":24,"324":24,"330":20,"336":36,"342":9,"348":9,"354":9,"360":14},"mslp":{"6":10,"12":0,"18":0,"24":10,"30":25,"36":14,"42":1,"48":0,"54":5,"60":25,"66":4,"72":14,"78":25,"84":29,"90":20,"96":31,"102":12,"108":27,"114":0,"120":22,"126":20,"132":29,"138":22,"144":36,"150":31,"156":28,"162":33,"168":49,"174":47,"180":40,"186":42,"192":44,"198":30,"204":19,"210":21,"216":23,"222":27,"228":56,"234":60,"240":70,"246":0,"252":0,"258":13,"264":0,"270":0,"276":0,"282":13,"288":0,"294":0,"300":0,"306":28,"312":24,"318":18,"324":21,"330":21,"336":33,"342":18,"348":18,"354":38,"360":18}},"t2m":{"aifs":[26,27,31,28,27,27,31,28,27,26,31,28,27,26,31,28,27,26,31,28,26,26,31,27,26,26,30,27,26,26,28,26,25,25,28,26,26,26,29,27,26,27,30,28,27,27,32,30,27,27,34,30,27,27,31,27,26,26,32,29],"ecmwf":[26,26,31,26,26,26,28,27,25,25,29,26,25,24,27,27,26,25,29,26,26,25,30,27,26,26,28,27,26,25,31,28,25,25,32,27,26,26,32,25,25,25,30,26,26,25,27,27,24,24,26,26,25,25,30,28,26,26,32,28],"wnext":[26,26,31,27,26,26,30,27,25,25,30,27,25,25,29,27,25,25,31,27,25,25,30,26,25,25,30,26,25,25,30,27,25,25,29,27,25,25,29,26,25,25,29,27,25,26,30,28,26,26,31,28,26,26,32,28,26,26,32,28],"ens":[26,26,30,26,26,25,30,26,25,25,30,26,25,25,29,27,25,25,30,27,25,25,30,26,25,25,30,27,25,25,30,26,25,25,30,26,25,25,29,26,25,25,29,26,25,25,29,26,25,25,29,27,25,25,30,27,25,25,31,27]},"mslp":{"aifs":[1010,1010,1009,1009,1009,1009,1008,1008,1010,1010,1010,1010,1012,1013,1012,1011,1012,1011,1010,1009,1010,1010,1009,1008,1010,1010,1009,1009,1010,1010,1009,1008,1009,1009,1009,1008,1009,1009,1009,1009,1010,1010,1010,1009,1011,1011,1011,1010,1012,1012,1011,1010,1012,1012,1012,1012,1013,1012,1012,1010],"ecmwf":[1011,1010,1009,1008,1010,1009,1008,1008,1010,1011,1010,1010,1012,1012,1012,1012,1012,1012,1010,1010,1011,1011,1010,1010,1011,1011,1010,1011,1012,1011,1010,1009,1011,1010,1008,1008,1010,1009,1008,1009,1009,1010,1009,1009,1010,1011,1010,1010,1012,1012,1011,1011,1013,1013,1012,1011,1012,1012,1010,1010],"wnext":[1010,1010,1009,1008,1009,1009,1008,1008,1010,1010,1010,1010,1012,1012,1011,1011,1012,1011,1010,1009,1010,1010,1009,1009,1010,1010,1009,1009,1010,1010,1009,1008,1010,1009,1008,1008,1009,1009,1009,1008,1009,1010,1009,1009,1010,1011,1010,1010,1012,1012,1012,1011,1012,1012,1011,1010,1012,1012,1011,1010],"ens":[1011,1010,1009,1008,1010,1010,1008,1008,1010,1011,1010,1010,1013,1012,1011,1011,1012,1012,1010,1009,1011,1011,1009,1009,1011,1011,1010,1010,1011,1011,1009,1009,1010,1010,1008,1008,1009,1010,1008,1008,1009,1010,1008,1009,1010,1010,1009,1010,1011,1012,1011,1011,1012,1013,1011,1011,1012,1013,1011,1011]},"band":{"t2m_p10":[25,25,27,26,25,25,28,26,25,24,28,25,24,24,26,25,24,24,28,26,24,24,28,25,25,24,28,26,24,24,27,25,24,24,28,25,24,24,26,25,24,24,27,25,24,24,26,26,24,24,27,25,25,24,28,26,25,25,29,25],"t2m_p90":[26,26,32,27,26,26,32,28,26,25,31,27,26,25,31,28,26,26,31,27,26,26,31,27,26,25,32,28,26,26,32,28,26,26,32,28,26,26,31,28,26,26,32,27,26,26,31,27,26,26,31,28,26,26,32,28,26,26,32,28]},"mlwp":{"graphcast_ifs":[26.2,26.2,30.5,27.2,25.8,25.8,30.1,27.4,25.6,25.5,29.9,27.1,25.6,25.5,29.4,26.9,25.7,25.7,30.3,27.2,25.8,25.7,30.4,27.4,25.9,25.7,31.5,28.2,26.3,26.0,32.4,28.6,26.6,25.8,29.5,27.0,25.0,24.7,26.5,25.4,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"aurora_ifs":[26.0,26.1,30.9,27.4,26.0,26.0,30.3,27.4,25.8,25.7,29.8,27.1,25.9,25.7,29.4,27.0,25.5,25.2,29.6,26.9,25.3,25.0,29.5,26.8,25.1,24.7,28.9,26.5,24.9,24.7,28.5,26.3,25.0,24.8,28.6,26.3,25.0,24.9,28.8,26.4,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"fcn2_ifs":[26.2,26.1,30.0,28.1,26.6,26.3,30.2,28.3,26.7,26.4,30.5,28.7,26.7,26.4,30.2,28.1,26.4,26.1,29.8,27.8,26.2,26.0,29.4,27.5,26.1,25.8,28.8,27.1,25.7,25.4,28.1,26.7,25.5,25.3,28.6,27.0,25.7,25.5,29.5,27.7,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"pangu_ifs":[26.9,27.5,31.9,28.1,27.4,27.7,31.5,28.4,27.0,27.1,30.9,28.5,27.1,26.8,30.0,28.0,26.8,26.4,29.1,27.9,26.5,26.0,29.0,27.6,26.0,25.7,28.7,27.1,25.7,25.4,27.2,26.6,25.4,25.2,27.0,27.1,26.7,26.8,28.9,27.4,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]},"daily":[{"day":1,"aifs":[31,26],"aifs_chg":0,"ecmwf":[31,26],"ecmwf_chg":1,"wnext":[31,26],"wnext_chg":0,"ens":[30,26],"ens_chg":0,"graphcast_ifs":[30.5,26.2],"aurora_ifs":[30.9,26.0],"fcn2_ifs":[30.0,26.1],"pangu_ifs":[31.9,26.9]},{"day":2,"aifs":[31,27],"aifs_chg":0,"ecmwf":[28,26],"ecmwf_chg":-3,"wnext":[30,26],"wnext_chg":-1,"ens":[30,25],"ens_chg":0,"graphcast_ifs":[30.1,25.8],"aurora_ifs":[30.3,26.0],"fcn2_ifs":[30.2,26.3],"pangu_ifs":[31.5,27.4]},{"day":3,"aifs":[31,26],"aifs_chg":0,"ecmwf":[29,25],"ecmwf_chg":0,"wnext":[30,25],"wnext_chg":0,"ens":[30,25],"ens_chg":1,"graphcast_ifs":[29.9,25.5],"aurora_ifs":[29.8,25.7],"fcn2_ifs":[30.5,26.4],"pangu_ifs":[30.9,27.0]},{"day":4,"aifs":[31,26],"aifs_chg":1,"ecmwf":[27,24],"ecmwf_chg":0,"wnext":[29,25],"wnext_chg":0,"ens":[29,25],"ens_chg":0,"graphcast_ifs":[29.4,25.5],"aurora_ifs":[29.4,25.7],"fcn2_ifs":[30.2,26.4],"pangu_ifs":[30.0,26.8]},{"day":5,"aifs":[31,26],"aifs_chg":0,"ecmwf":[29,25],"ecmwf_chg":2,"wnext":[31,25],"wnext_chg":1,"ens":[30,25],"ens_chg":0,"graphcast_ifs":[30.3,25.7],"aurora_ifs":[29.6,25.2],"fcn2_ifs":[29.8,26.1],"pangu_ifs":[29.1,26.4]},{"day":6,"aifs":[31,26],"aifs_chg":1,"ecmwf":[30,25],"ecmwf_chg":0,"wnext":[30,25],"wnext_chg":0,"ens":[30,25],"ens_chg":0,"graphcast_ifs":[30.4,25.7],"aurora_ifs":[29.5,25.0],"fcn2_ifs":[29.4,26.0],"pangu_ifs":[29.0,26.0]},{"day":7,"aifs":[30,26],"aifs_chg":0,"ecmwf":[28,26],"ecmwf_chg":1,"wnext":[30,25],"wnext_chg":0,"ens":[30,25],"ens_chg":0,"graphcast_ifs":[31.5,25.7],"aurora_ifs":[28.9,24.7],"fcn2_ifs":[28.8,25.8],"pangu_ifs":[28.7,25.7]},{"day":8,"aifs":[28,26],"aifs_chg":-1,"ecmwf":[31,25],"ecmwf_chg":2,"wnext":[30,25],"wnext_chg":0,"ens":[30,25],"ens_chg":0,"graphcast_ifs":[32.4,26.0],"aurora_ifs":[28.5,24.7],"fcn2_ifs":[28.1,25.4],"pangu_ifs":[27.2,25.4]},{"day":9,"aifs":[28,25],"aifs_chg":-1,"ecmwf":[32,25],"ecmwf_chg":1,"wnext":[29,25],"wnext_chg":-1,"ens":[30,25],"ens_chg":0,"graphcast_ifs":[29.5,25.8],"aurora_ifs":[28.6,24.8],"fcn2_ifs":[28.6,25.3],"pangu_ifs":[27.1,25.2]},{"day":10,"aifs":[29,26],"aifs_chg":-2,"ecmwf":[32,25],"ecmwf_chg":2,"wnext":[29,25],"wnext_chg":-1,"ens":[29,25],"ens_chg":-1,"graphcast_ifs":[26.5,24.7],"aurora_ifs":[28.8,24.9],"fcn2_ifs":[29.5,25.5],"pangu_ifs":[28.9,26.7]},{"day":11,"aifs":[30,26],"aifs_chg":-2,"ecmwf":[30,25],"ecmwf_chg":-2,"wnext":[29,25],"wnext_chg":-1,"ens":[29,25],"ens_chg":-1,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":12,"aifs":[32,27],"aifs_chg":-1,"ecmwf":[27,25],"ecmwf_chg":-2,"wnext":[30,25],"wnext_chg":-1,"ens":[29,25],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":13,"aifs":[34,27],"aifs_chg":2,"ecmwf":[26,24],"ecmwf_chg":-1,"wnext":[31,26],"wnext_chg":0,"ens":[29,25],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":14,"aifs":[31,27],"aifs_chg":0,"ecmwf":[30,25],"ecmwf_chg":1,"wnext":[32,26],"wnext_chg":0,"ens":[30,25],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":15,"aifs":[32,26],"aifs_chg":null,"ecmwf":[32,26],"ecmwf_chg":null,"wnext":[32,26],"wnext_chg":null,"ens":[31,25],"ens_chg":null,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null}]}}