Raw model output on the native 0.25° grid — no MOS, no bias correction, no post-processing. Scores understate operational forecast quality. Read the fairness statement →

CastCheck methodology v0.2 · data through 2026-08-30

Philadelphia Intl · Aurora (IFS init) · lead day 0

KPHL · aurora_ifs · lead 0

Target day = initialization date + 0 days. This page is a permanent link: the numbers change as history accumulates, the address and the methodology version do not.

Scores use the latest model version segment, AURO_v100, starting 2026-08-28 — days before that ran a different version of the model and are excluded rather than silently pooled. Of the scored days, 1 carry a QC flag on the observation.

JSON for this page CSV of the daily errors Cite this page

Every number for this combination

All four windows × both initializations × both interpolations × both variables. Errors are computed in °C and shown in °F; CI is a 95 % moving-block bootstrap interval. MAE debiased and skill, debiased remove the constant offset of the window first, so a station that the model always reads a degree too warm is not scored as if it had no skill — compare the two skill columns to see how much of the error is a fixed offset. n QC next to n counts days whose observation carries a QC flag.

VariableInitMethod Windown MAE °F MAE debiased Bias °F RMSE °F ±1 °F±2 °F±3 °F Skill Skill, debiased Period
tmax00Zbilinear30d3 1 QC4.64 [4.07, 5.69]0.70-4.64 [-5.69, -4.07]4.70 [4.07, 5.69]0% [0%, 0%]0%0%——2026-08-28 → 2026-08-30
tmax00Zbilinear90d3 1 QC4.64 [4.07, 5.69]0.70-4.64 [-5.69, -4.07]4.70 [4.07, 5.69]0% [0%, 0%]0%0%——2026-08-28 → 2026-08-30
tmax00Zbilinear365d3 1 QC4.64 [4.07, 5.69]0.70-4.64 [-5.69, -4.07]4.70 [4.07, 5.69]0% [0%, 0%]0%0%——2026-08-28 → 2026-08-30
tmax00Zbilinearall3 1 QC4.64 [4.07, 5.69]0.70-4.64 [-5.69, -4.07]4.70 [4.07, 5.69]0% [0%, 0%]0%0%——2026-08-28 → 2026-08-30
tmax00Znearest30d3 1 QC4.17 [3.50, 5.26]0.73-4.17 [-5.26, -3.50]4.24 [3.50, 5.26]0% [0%, 0%]0%0%——2026-08-28 → 2026-08-30
tmax00Znearest90d3 1 QC4.17 [3.50, 5.26]0.73-4.17 [-5.26, -3.50]4.24 [3.50, 5.26]0% [0%, 0%]0%0%——2026-08-28 → 2026-08-30
tmax00Znearest365d3 1 QC4.17 [3.50, 5.26]0.73-4.17 [-5.26, -3.50]4.24 [3.50, 5.26]0% [0%, 0%]0%0%——2026-08-28 → 2026-08-30
tmax00Znearestall3 1 QC4.17 [3.50, 5.26]0.73-4.17 [-5.26, -3.50]4.24 [3.50, 5.26]0% [0%, 0%]0%0%——2026-08-28 → 2026-08-30
tmin00Zbilinear30d3 1 QC1.44 [0.84, 2.43]0.66-1.44 [-2.43, -0.84]1.60 [0.84, 2.43]33% [0%, 100%]67%100%——2026-08-28 → 2026-08-30
tmin00Zbilinear90d3 1 QC1.44 [0.84, 2.43]0.66-1.44 [-2.43, -0.84]1.60 [0.84, 2.43]33% [0%, 100%]67%100%——2026-08-28 → 2026-08-30
tmin00Zbilinear365d3 1 QC1.44 [0.84, 2.43]0.66-1.44 [-2.43, -0.84]1.60 [0.84, 2.43]33% [0%, 100%]67%100%——2026-08-28 → 2026-08-30
tmin00Zbilinearall3 1 QC1.44 [0.84, 2.43]0.66-1.44 [-2.43, -0.84]1.60 [0.84, 2.43]33% [0%, 100%]67%100%——2026-08-28 → 2026-08-30
tmin00Znearest30d3 1 QC0.78 [0.23, 1.85]0.71-0.78 [-1.85, -0.23]1.09 [0.23, 1.85]67% [0%, 100%]100%100%——2026-08-28 → 2026-08-30
tmin00Znearest90d3 1 QC0.78 [0.23, 1.85]0.71-0.78 [-1.85, -0.23]1.09 [0.23, 1.85]67% [0%, 100%]100%100%——2026-08-28 → 2026-08-30
tmin00Znearest365d3 1 QC0.78 [0.23, 1.85]0.71-0.78 [-1.85, -0.23]1.09 [0.23, 1.85]67% [0%, 100%]100%100%——2026-08-28 → 2026-08-30
tmin00Znearestall3 1 QC0.78 [0.23, 1.85]0.71-0.78 [-1.85, -0.23]1.09 [0.23, 1.85]67% [0%, 100%]100%100%——2026-08-28 → 2026-08-30

+ model too warm · − model too cold · bias interval includes zero · ★ lowest MAE · = not distinguishable from the leader · ▼ significantly worse · n < 30 greyed and unranked · CI is a 95 % moving-block bootstrap interval.

Daily error, last 90 days

Daily forecast minus observed error in °F for Aurora (IFS init) at KPHL, lead day 0, 00Z bilinear tmax+10+50-5-102026-08-28: -5.69 °F2026-08-29: -4.16 °F2026-08-30: -4.07 °F2026-08-282026-08-30°F, forecast − observed
Forecast − observed, °F, 00Z bilinear daily maximum. The dashed line is zero; the thick line is a centred 7-day mean, drawn only where the whole window is present. Gaps are days with no score, never interpolation. Hover a point for its date and value.
The same series as a table (3 days, newest first) · download CSV
Climatological dayError °F
2026-08-30-4.07
2026-08-29-4.16
2026-08-28-5.69

Error distribution

Distribution of the signed daily error in °F for Aurora (IFS init) at KPHL, lead day 0-10 to -9 °F: 0 days-9 to -8 °F: 0 days-8 to -7 °F: 0 days-7 to -6 °F: 0 days-6 to -5 °F: 1 day-5 to -4 °F: 2 days-4 to -3 °F: 0 days-3 to -2 °F: 0 days-2 to -1 °F: 0 days-1 to 0 °F: 0 days0 to 1 °F: 0 days1 to 2 °F: 0 days2 to 3 °F: 0 days3 to 4 °F: 0 days4 to 5 °F: 0 days5 to 6 °F: 0 days6 to 7 °F: 0 days7 to 8 °F: 0 days8 to 9 °F: 0 days9 to 10 °F: 0 daysdashed: P50 |e| 4.16 · P90 |e| 5.39 °F-100+10 °Fn = 3 days
All scored days for 00Z bilinear daily maximum, 20 equal bins. The dashed marks are the 50th and 90th percentiles of the absolute error, mirrored on both sides. Hover a bar for its bin and count.
Bin counts as a table
From °FTo °FDays
-10.00-9.000
-9.00-8.000
-8.00-7.000
-7.00-6.000
-6.00-5.001
-5.00-4.002
-4.00-3.000
-3.00-2.000
-2.00-1.000
-1.00+0.000
+0.00+1.000
+1.00+2.000
+2.00+3.000
+3.00+4.000
+4.00+5.000
+5.00+6.000
+6.00+7.000
+7.00+8.000
+8.00+9.000
+9.00+10.000

Month by month

00Z bilinear daily maximum, newest first.

Monthn MAE °FBias °F
2026-0834.64 -4.64

Availability

ModelScored period DaysCoverage
Aurora (IFS init)2026-08-28 → 2026-08-30 3
Aurora (IFS init)2026-08-28 → 2026-08-30 3

Compared with other models

Paired bootstrap on the days both models cover (90d, 00Z, bilinear, daily maximum). Negative means Aurora (IFS init) has the lower MAE. "Distinguishable" means the 95 % interval excludes zero.

Other modelCommon days MAE difference °FDistinguishable
ECMWF AIFS Single 3 +1.48 [0.68, 1.89] yes
Aurora (GFS init) 2 -0.89 [-1.92, 0.13] no
FourCastNet v2 (GFS init) 2 +0.17 [-2.55, 2.90] no
FourCastNet v2 (IFS init) 3 -0.47 [-2.33, 0.45] no
NCEP GFS 3 +2.29 [-1.00, 4.55] no
GraphCast (GFS init) 2 -1.14 [-1.85, -0.43] yes
GraphCast (IFS init) 3 -0.81 [-0.87, -0.69] yes
ECMWF IFS HRES 3 +0.20 [-0.40, 0.81] no
Pangu-Weather (GFS init) 2 +2.02 [0.76, 3.29] yes
Pangu-Weather (IFS init) 3 +1.95 [1.13, 2.36] yes

Cite this page

ShortCastCheck, KPHL aurora_ifs lead 0, methodology v0.2, accessed 2026-08-31, https://castcheck.zifanzhang.com/station/KPHL/model/aurora_ifs/lead/0/

LongCastCheck (2026). Station-level verification of raw weather-model 2 m temperature forecasts: KPHL (Philadelphia Intl), model aurora_ifs, lead day 0. Methodology version 0.2, schema version 0.1, data through 2026-08-30. Accessed 2026-08-31. https://castcheck.zifanzhang.com/station/KPHL/model/aurora_ifs/lead/0/

Accessed2026-08-31 (data through 2026-08-30; page built 2026-08-31T03:52:06+00:00)

JSON CSV all scores methodology v0.2 licence