{"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":"bamako-ml","name":"Bamako","cc":"ML","country":"Mali","sector":"mali","lat":12.652,"lon":-8.002,"di":[10,28,34,27,23,34,35,30,43,45,43,40,38,50,37],"driver":["t2m","t2m","t2m","t2m","mslp","mslp","mslp","t2m","mslp","mslp","mslp","t2m","t2m","t2m","mslp"],"step_di":{"t2m":{"6":6,"12":3,"18":0,"24":33,"30":37,"36":12,"42":32,"48":32,"54":27,"60":24,"66":37,"72":48,"78":14,"84":35,"90":34,"96":24,"102":17,"108":31,"114":27,"120":15,"126":9,"132":39,"138":36,"144":28,"150":10,"156":38,"162":41,"168":29,"174":21,"180":47,"186":33,"192":21,"198":8,"204":17,"210":24,"216":11,"222":14,"228":14,"234":26,"240":20,"246":26,"252":21,"258":53,"264":36,"270":36,"276":41,"282":53,"288":28,"294":19,"300":39,"306":53,"312":41,"318":44,"324":63,"330":64,"336":29,"342":0,"348":41,"354":53,"360":46},"mslp":{"6":0,"12":9,"18":0,"24":0,"30":3,"36":18,"42":28,"48":17,"54":32,"60":9,"66":22,"72":33,"78":45,"84":2,"90":20,"96":24,"102":44,"108":13,"114":2,"120":33,"126":44,"132":29,"138":28,"144":35,"150":42,"156":41,"162":22,"168":33,"174":47,"180":29,"186":1,"192":35,"198":42,"204":38,"210":48,"216":47,"222":39,"228":47,"234":45,"240":50,"246":43,"252":45,"258":45,"264":38,"270":43,"276":20,"282":20,"288":25,"294":45,"300":0,"306":43,"312":20,"318":38,"324":43,"330":20,"336":38,"342":43,"348":25,"354":38,"360":43}},"t2m":{"aifs":[29,24,23,28,28,24,24,30,28,25,24,29,27,24,23,28,26,24,23,29,27,24,24,30,28,25,24,30,28,24,23,29,27,24,23,28,27,24,23,29,27,24,24,30,28,25,24,30,28,25,24,31,30,26,25,31,28,25,24,31],"ecmwf":[29,25,24,30,26,24,23,30,26,25,23,28,26,23,22,27,27,25,22,29,28,23,23,28,28,23,22,28,28,22,22,29,27,24,23,30,27,24,24,28,26,24,22,28,26,24,22,29,29,26,22,29,27,23,22,30,28,24,22,28],"wnext":[28,24,23,29,28,24,22,29,27,24,23,29,26,23,22,28,26,24,22,29,26,24,22,29,27,24,22,29,27,23,22,28,26,23,22,28,26,23,22,28,27,24,22,29,27,24,22,30,28,24,23,30,28,24,22,29,27,24,22,29],"ens":[28,25,24,30,26,24,23,30,27,24,23,29,27,23,22,28,27,23,23,30,27,23,23,28,27,24,23,29,28,24,22,30,27,24,23,29,26,24,23,29,27,24,23,29,27,24,23,30,27,24,23,29,27,24,23,30,28,24,23,30]},"mslp":{"aifs":[1012,1015,1014,1015,1012,1014,1013,1013,1010,1013,1012,1013,1011,1015,1014,1015,1013,1015,1014,1014,1011,1013,1012,1012,1009,1012,1011,1012,1010,1013,1013,1014,1011,1015,1014,1014,1011,1015,1013,1014,1011,1013,1012,1013,1010,1013,1011,1013,1010,1013,1011,1012,1009,1012,1012,1013,1011,1014,1013,1014],"ecmwf":[1012,1015,1014,1015,1012,1015,1012,1013,1010,1013,1013,1014,1010,1015,1015,1016,1011,1015,1014,1014,1009,1013,1012,1012,1008,1015,1012,1012,1008,1015,1013,1013,1010,1013,1012,1013,1011,1013,1012,1012,1010,1013,1012,1012,1009,1014,1012,1012,1008,1013,1013,1013,1010,1014,1013,1012,1009,1013,1012,1012],"wnext":[1012,1015,1014,1015,1012,1014,1013,1013,1011,1013,1013,1014,1012,1015,1015,1016,1013,1015,1014,1014,1011,1013,1012,1012,1010,1013,1012,1013,1010,1014,1013,1014,1012,1015,1015,1015,1013,1016,1014,1015,1012,1015,1014,1014,1011,1013,1012,1013,1010,1013,1013,1013,1011,1014,1013,1014,1011,1014,1014,1014],"ens":[1012,1015,1014,1015,1012,1014,1012,1013,1009,1013,1013,1013,1010,1015,1015,1015,1012,1015,1014,1013,1010,1013,1012,1012,1009,1013,1012,1012,1009,1014,1013,1013,1010,1014,1013,1013,1011,1014,1013,1013,1010,1013,1012,1013,1009,1013,1012,1012,1010,1013,1012,1013,1010,1013,1013,1013,1010,1013,1013,1013]},"band":{"t2m_p10":[26,24,23,29,25,23,22,29,25,23,22,27,25,22,22,26,24,22,22,28,24,23,22,26,24,22,22,27,27,22,22,28,25,23,22,28,24,23,22,27,25,23,22,27,25,23,22,28,25,23,22,28,25,23,22,27,25,23,22,28],"t2m_p90":[30,26,25,32,29,25,24,31,30,26,24,30,29,25,23,30,28,25,23,32,30,24,23,31,29,25,23,31,29,25,23,31,29,25,24,31,29,25,23,30,29,25,23,31,29,25,24,31,29,26,24,31,30,26,23,32,30,25,24,32]},"mlwp":{"graphcast_ifs":[29.6,25.6,24.0,29.2,27.6,24.7,23.3,29.3,27.9,25.0,23.3,28.3,26.7,24.2,23.0,28.5,26.4,24.1,22.9,29.5,27.5,24.6,23.1,29.4,27.5,24.7,23.1,29.5,27.8,24.4,22.7,28.6,27.1,24.1,22.8,28.6,26.5,24.0,22.8,28.9,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"aurora_ifs":[28.9,24.9,23.3,28.4,26.7,24.1,22.8,28.7,26.6,23.9,22.5,27.2,25.8,23.4,22.2,27.4,26.1,23.4,22.2,28.5,26.7,23.7,22.3,29.2,27.2,23.9,22.3,29.0,27.3,24.0,22.4,28.8,27.0,23.9,22.3,28.6,26.8,23.7,22.2,28.7,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"fcn2_ifs":[29.5,25.8,24.6,29.8,28.8,25.4,24.1,29.7,28.8,25.3,23.8,28.7,27.7,24.6,23.4,29.5,28.9,25.2,23.8,30.1,29.6,25.5,24.1,30.2,29.1,25.4,24.0,30.2,29.1,25.3,23.9,30.1,28.7,25.2,23.9,29.8,28.6,25.2,24.0,30.0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],"pangu_ifs":[30.9,27.1,25.7,29.6,28.9,25.8,24.6,29.8,29.4,25.9,23.9,28.1,27.8,24.2,23.2,29.0,29.2,25.6,24.5,29.8,29.2,25.5,24.1,30.2,30.0,26.1,24.5,30.9,30.8,26.3,24.8,30.8,29.9,25.1,23.6,29.7,29.4,25.6,24.0,30.0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]},"daily":[{"day":1,"aifs":[29,23],"aifs_chg":0,"ecmwf":[30,24],"ecmwf_chg":0,"wnext":[29,23],"wnext_chg":0,"ens":[30,24],"ens_chg":0,"graphcast_ifs":[29.6,24.0],"aurora_ifs":[28.9,23.3],"fcn2_ifs":[29.8,24.6],"pangu_ifs":[30.9,25.7]},{"day":2,"aifs":[30,24],"aifs_chg":0,"ecmwf":[30,23],"ecmwf_chg":1,"wnext":[29,22],"wnext_chg":0,"ens":[30,23],"ens_chg":1,"graphcast_ifs":[29.3,23.3],"aurora_ifs":[28.7,22.8],"fcn2_ifs":[29.7,24.1],"pangu_ifs":[29.8,24.6]},{"day":3,"aifs":[29,24],"aifs_chg":0,"ecmwf":[28,23],"ecmwf_chg":0,"wnext":[29,23],"wnext_chg":1,"ens":[29,23],"ens_chg":1,"graphcast_ifs":[28.3,23.3],"aurora_ifs":[27.2,22.5],"fcn2_ifs":[28.8,23.8],"pangu_ifs":[29.4,23.9]},{"day":4,"aifs":[28,23],"aifs_chg":-1,"ecmwf":[27,22],"ecmwf_chg":-2,"wnext":[28,22],"wnext_chg":0,"ens":[28,22],"ens_chg":0,"graphcast_ifs":[28.5,23.0],"aurora_ifs":[27.4,22.2],"fcn2_ifs":[29.5,23.4],"pangu_ifs":[29.0,23.2]},{"day":5,"aifs":[29,23],"aifs_chg":-1,"ecmwf":[29,22],"ecmwf_chg":1,"wnext":[29,22],"wnext_chg":0,"ens":[30,23],"ens_chg":0,"graphcast_ifs":[29.5,22.9],"aurora_ifs":[28.5,22.2],"fcn2_ifs":[30.1,23.8],"pangu_ifs":[29.8,24.5]},{"day":6,"aifs":[30,24],"aifs_chg":-1,"ecmwf":[28,23],"ecmwf_chg":0,"wnext":[29,22],"wnext_chg":0,"ens":[28,23],"ens_chg":-1,"graphcast_ifs":[29.4,23.1],"aurora_ifs":[29.2,22.3],"fcn2_ifs":[30.2,24.1],"pangu_ifs":[30.2,24.1]},{"day":7,"aifs":[30,24],"aifs_chg":0,"ecmwf":[28,22],"ecmwf_chg":0,"wnext":[29,22],"wnext_chg":0,"ens":[29,23],"ens_chg":0,"graphcast_ifs":[29.5,23.1],"aurora_ifs":[29.0,22.3],"fcn2_ifs":[30.2,24.0],"pangu_ifs":[30.9,24.5]},{"day":8,"aifs":[29,23],"aifs_chg":-1,"ecmwf":[29,22],"ecmwf_chg":0,"wnext":[28,22],"wnext_chg":0,"ens":[30,22],"ens_chg":1,"graphcast_ifs":[28.6,22.7],"aurora_ifs":[28.8,22.4],"fcn2_ifs":[30.1,23.9],"pangu_ifs":[30.8,24.8]},{"day":9,"aifs":[28,23],"aifs_chg":-1,"ecmwf":[30,23],"ecmwf_chg":0,"wnext":[28,22],"wnext_chg":-1,"ens":[29,23],"ens_chg":0,"graphcast_ifs":[28.6,22.8],"aurora_ifs":[28.6,22.3],"fcn2_ifs":[29.8,23.9],"pangu_ifs":[29.9,23.6]},{"day":10,"aifs":[29,23],"aifs_chg":-1,"ecmwf":[28,24],"ecmwf_chg":0,"wnext":[28,22],"wnext_chg":-1,"ens":[29,23],"ens_chg":0,"graphcast_ifs":[28.9,22.8],"aurora_ifs":[28.7,22.2],"fcn2_ifs":[30.0,24.0],"pangu_ifs":[30.0,24.0]},{"day":11,"aifs":[30,24],"aifs_chg":-1,"ecmwf":[28,22],"ecmwf_chg":0,"wnext":[29,22],"wnext_chg":-1,"ens":[29,23],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":12,"aifs":[30,24],"aifs_chg":0,"ecmwf":[29,22],"ecmwf_chg":0,"wnext":[30,22],"wnext_chg":0,"ens":[30,23],"ens_chg":1,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":13,"aifs":[31,24],"aifs_chg":0,"ecmwf":[29,22],"ecmwf_chg":0,"wnext":[30,23],"wnext_chg":0,"ens":[29,23],"ens_chg":0,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":14,"aifs":[31,25],"aifs_chg":1,"ecmwf":[30,22],"ecmwf_chg":2,"wnext":[29,22],"wnext_chg":0,"ens":[30,23],"ens_chg":1,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null},{"day":15,"aifs":[31,24],"aifs_chg":null,"ecmwf":[28,22],"ecmwf_chg":null,"wnext":[29,22],"wnext_chg":null,"ens":[30,23],"ens_chg":null,"graphcast_ifs":null,"aurora_ifs":null,"fcn2_ifs":null,"pangu_ifs":null}]}}