Operational Data Checking
An automatic data checking system has been implemented at ECMWF to trigger warnings in case of anomalies affecting the quality or the availability of the data assimilated by the model. Selected statistical parameters (number of observations, bias correction, and mean bias-corrected background, analysis departures and probability of gross error) are checked against an expected range. An appropriate alert message (including a time series plot) is generated if statistics are outside the specified ranges. A severity level (slight, considerable, severe) is assigned to each message depending on how far statistics are from the expected values. Two kinds of ranges are used by the automatic checking: Soft and Hard limits. Soft limits are updated automatically using statistics from the last twenty days (extremes are excluded during this process). Hard limits are adjusted manually when required.
Currently, the automatic checking is limited to data passing through the minimisation process (including VarBC passive data). It's being applied twice a day to the delayed cut-off 4D-VAR cycles (00 and 12) and four times a day to the early delivery assimilation system (00,06,12 and 18).
The alarm system results are based on feedback information from the ECMWF data assimilation and consequently reflect the ECMWF data usage. Although most warnings are related to data problems, they may on occasion also be related to model issues. Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice. ECMWF accepts no responsibility for actions taken on the basis of these results.
Delayed cut-off 4DVAR at 2022-11-04 00:00
| AMSUA Pacific RARS | ||
| All NOAA-18 AMSUA ALL SKY CHANNELS Global : all data missing
Severe: obs_number=0, expected range: 725.61 803.39 |
||
| All NOAA-19 AMSUA ALL SKY CHANNELS Global : all data missing
Severe: obs_number=0, expected range: 229.12 1497.39 |
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| airs | ||
| AQUA AIRS RADIANCES CHANNEL 1012 : out of range
Considerable: stdev_fgdepar=0.3123, expected range: 0.3833 0.4954 |
 | |
| Atmospheric Motion Vector | ||
| All HIMAWARI-8 AMV CLOUDY WV3 ALL LAYERS Global : all data missing
Severely_persistent: obs_number=0, expected range: 133.57 888.75 |
||
| All AQUA MODIS CLEAR WV ALL LAYERS Global : all data missing
Severe: obs_number=0, expected range: 587.11 1906.89 |
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| GOES-16 AMV IR1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : out of range
Slight: stdev_press=63.4161, expected range: 73.1357 91.6236 |
 | |
| resat | ||
| All NOAA-19 SBUV ALL LAYERS Global : all data missing
Severely_persistent: obs_number=0, expected range: 512.04 562.67 |
||
| Radiosondes | ||
| LAND TEMP Q (G/KG) 38341 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_pge=0.8163, expected range: -1.0824 0.7500 |
 | |
| LAND TEMP TEMPERATURE (K) 21946 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=8.3623, expected range: 0.0000 2.2320 |
 | |
| LAND TEMP TEMPERATURE (K) 47122 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=6.0120, expected range: 0.0716 2.9402 |
 | |
| LAND TEMP TEMPERATURE (K) 97014 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=8.1254, expected range: 0.0000 2.2698 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) 76595 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=2.4782, expected range: 0.0000 0.4304 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) 91285 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=2.1849, expected range: 0.0000 0.8637 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) 16622 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.8249, expected range: 0.0000 1.5468 |
 | |
| HIGH RESO LAND TEMP TEMPERATURE (K) 72558 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: rms_fgdepar=6.4442, expected range: 0.0000 1.9411 |
 | |
| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 04270 PRESSURE LAYER 900-12 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=20.2056, expected range: -2.0267 6.5817 Severe: rms_fgdepar=20.6828, expected range: 0.0000 7.0141 Severe: avg_pge=0.8823, expected range: -0.7459 0.7500 |
 | |
| amdar | ||
| WIGOS AMDAR TEMPERATURE (K) CNNKXR PRESSURE LAYER 300-600 (HPA) : out of range
8 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=9.8033, expected range: 0.0000 22.7399 |
 | |
| AMDAR TEMPERATURE (K) TAP023 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=6.4318, expected range: 0.0827 0.8693 Severe: avg_pge=0.8063, expected range: 0.0000 0.0000 |
 | |
| WIGOS AMDAR WIND VECTOR DIFF (M/S) MX0029 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: rms_fgdepar=16.2694, expected range: 0.0000 12.5930 Severe: avg_pge=0.8127, expected range: -0.7364 0.7500 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) 4RYAPWRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=37.0861, expected range: 0.0000 17.9401 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) FTRH1JZA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=24.2138, expected range: 0.0000 36.3423 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) LIFMAAZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.3477, expected range: 0.3722 6.5648 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) LO5SVXJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.2002, expected range: 0.0000 11.2751 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) OA1CBFJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.0099, expected range: 0.0405 7.2701 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) UTQICNBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.6840, expected range: 0.0000 20.1570 |
 | |
| airep | ||
| AIREP WIND VECTOR DIFF (M/S) AAL48 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.0892, expected range: 0.0000 7.8557 |
 | |
| AIREP WIND VECTOR DIFF (M/S) AAL722 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=32.6219, expected range: 0.9709 5.0923 |
 | |
| AIREP WIND VECTOR DIFF (M/S) AAL754 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.8308, expected range: 0.8968 5.6190 |
 | |
| AIREP WIND VECTOR DIFF (M/S) AAL86 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.3060, expected range: 0.8791 6.3009 |
 | |
| AIREP WIND VECTOR DIFF (M/S) ACA834 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.8655, expected range: 0.6353 6.5724 |
 | |
| AIREP WIND VECTOR DIFF (M/S) ACA850 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=28.0024, expected range: 0.0000 22.7542 |
 | |
| AIREP WIND VECTOR DIFF (M/S) ACA856 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=34.3181, expected range: 0.0000 8.0283 |
 | |
| AIREP WIND VECTOR DIFF (M/S) AMX008 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.6330, expected range: 0.0000 19.5879 |
 | |
| AIREP WIND VECTOR DIFF (M/S) BAW81V PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.9645, expected range: 0.3287 6.8070 |
 | |
| AIREP WIND VECTOR DIFF (M/S) NBT601 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=23.8919, expected range: -3.4234 9.7329 Severe: rms_fgdepar=31.4811, expected range: 0.0000 10.9942 |
 | |
| AIREP WIND VECTOR DIFF (M/S) NBT702 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.5806, expected range: 0.3420 6.9256 |
 | |
| AIREP WIND VECTOR DIFF (M/S) UAL82 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=25.3249, expected range: 0.0000 10.1266 |
 | |
| AIREP WIND VECTOR DIFF (M/S) UAL907 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=35.7796, expected range: 0.0000 10.6431 |
 | |
| AIREP WIND VECTOR DIFF (M/S) UAL91 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=27.6787, expected range: 0.0000 12.9871 |
 | |
| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 48877 PRESSURE LAYER 900-1200 (HPA) : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=21.4123, expected range: -12.7352 28.7251 Severely_persistent: rms_fgdepar=21.4123, expected range: 0.0000 29.8273 Severely_persistent: avg_pge=0.9264, expected range: -0.3153 0.7500 |
 | |
| synop | ||
| BUFR LAND SYNOP SURFACE PRESSURE (PA) _MI126CC : out of range
39 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-557.1150, expected range: -659.0041 -496.4024 Severely_persistent: rms_fgdepar=557.2766, expected range: 496.1759 659.6196 |
 | |
| AUTOMATIC LAND SYNOP RH2M (%) 41272 : out of range
Severe: avg_pge=0.8482, expected range: -0.7233 0.7500 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 16125 : out of range
Severe: rms_fgdepar=659.9334, expected range: 0.0000 164.3556 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42262 : out of range
Severe: rms_fgdepar=425.0359, expected range: 0.0000 162.2324 Severe: avg_pge=0.8768, expected range: -0.2487 0.3017 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42671 : out of range
Severe: rms_fgdepar=593.9434, expected range: 0.0000 57.9097 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43318 : out of range
Severe: rms_fgdepar=325.7459, expected range: 0.0000 85.1156 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62200 : out of range
Severe: avg_fgdepar=-886.4014, expected range: -338.5470 300.4210 Severe: rms_fgdepar=886.4014, expected range: 0.0000 275.2974 Severe: avg_pge=0.9284, expected range: -0.7694 0.7500 |
 | |
| MANUAL LAND SYNOP RH2M (%) 95323 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9165, expected range: -1.3228 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 14537 : out of range
Severe: rms_fgdepar=540.8613, expected range: 0.0000 216.8358 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 21813 : out of range
Severe: rms_fgdepar=389.1571, expected range: 0.0000 149.2544 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 23847 : out of range
Severe: rms_fgdepar=341.8155, expected range: 0.0000 165.2061 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 31102 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=720.3355, expected range: -266.4795 421.5569 Severe: rms_fgdepar=721.7478, expected range: 0.0000 381.3160 Severe: avg_pge=0.8966, expected range: -0.8189 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48413 : out of range
Severe: rms_fgdepar=371.1479, expected range: 0.0000 108.5071 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48914 : out of range
Severe: rms_fgdepar=523.6816, expected range: 0.0000 182.2076 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 76548 : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.8131, expected range: -1.3659 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 93498 : out of range
Severe: avg_pge=0.8495, expected range: -1.2382 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 94981 : out of range
Severe: avg_fgdepar=-858.2371, expected range: -100.0086 63.9587 Severe: rms_fgdepar=858.2371, expected range: 0.0000 100.0086 Severe: avg_pge=0.9402, expected range: 0.0000 0.0000 |
 | |
| BUFR LAND SYNOP RH2M (%) 08571 : out of range
Severe: avg_pge=0.9873, expected range: -0.0226 0.0335 |
 | |
| BUFR LAND SYNOP RH2M (%) 17060 : out of range
Severe: rms_fgdepar=49.4341, expected range: 0.0000 35.7004 Severe: avg_pge=0.9988, expected range: -0.0060 0.0135 |
 | |
| BUFR LAND SYNOP RH2M (%) 17350 : out of range
Severe: rms_fgdepar=49.5934, expected range: -17.6591 25.7666 Severe: avg_pge=0.9545, expected range: -0.0962 0.1199 |
 | |
| BUFR LAND SYNOP RH2M (%) 23656 : out of range
Severe: rms_fgdepar=34.0284, expected range: 0.0000 18.4966 |
 | |
| BUFR LAND SYNOP RH2M (%) 30504 : out of range
Severe: avg_fgdepar=50.2141, expected range: -21.9935 57.4172 Severe: rms_fgdepar=50.2627, expected range: 0.0000 55.2864 |
 | |
| BUFR LAND SYNOP RH2M (%) 33236 : out of range
Severe: rms_fgdepar=42.0078, expected range: -23.4731 33.3156 Severe: avg_pge=0.9396, expected range: -0.0127 0.0201 |
 | |
| BUFR LAND SYNOP RH2M (%) 95323 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9746, expected range: -1.4761 0.7500 |
 | |
| ship | ||
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) YBBQ2 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8617, expected range: -0.3332 0.7500 |
 | |
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) YXK7JYM : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=22.0189, expected range: -13.9174 35.2488 Severely_persistent: rms_fgdepar=22.0189, expected range: 0.0000 34.6698 Severely_persistent: avg_pge=0.9187, expected range: -0.7022 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA3777 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=979.6088, expected range: 818.5181 1211.1255 Severely_persistent: rms_fgdepar=979.6088, expected range: 818.5181 1211.1255 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) OUIY2 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-638.0574, expected range: -927.2306 -201.1402 Severely_persistent: rms_fgdepar=638.0574, expected range: 200.8794 931.0735 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) SKEC : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8365, expected range: -1.2683 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 7KJS : out of range
Severe: rms_fgdepar=393.6889, expected range: 0.0000 144.3488 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA4455 : out of range
Severe: rms_fgdepar=377.4549, expected range: 0.0000 178.5390 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HXD9 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=317.7790, expected range: 0.0000 155.3426 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) DFPG2 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8223, expected range: 0.2380 0.7500 |
 | |
| buoy | ||
| MOORED BUOYS WIND VECTOR DIFF (M/S) 4600080 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=23.8617, expected range: -26.5635 35.3578 Severely_persistent: rms_fgdepar=23.8641, expected range: -26.6262 36.1751 Severely_persistent: avg_pge=0.9489, expected range: -0.8687 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 4802597 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=586.5361, expected range: -814.5536 962.5012 Severely_persistent: rms_fgdepar=586.7475, expected range: -695.7101 926.4308 Severely_persistent: avg_pge=0.8922, expected range: -1.2402 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 2101836 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=521.8196, expected range: -389.0072 348.9280 Severe: rms_fgdepar=538.1390, expected range: 0.0000 490.2669 Severe: avg_pge=0.8798, expected range: -1.1848 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 6301846 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-750.9133, expected range: -588.9329 517.3849 Severe: rms_fgdepar=758.6774, expected range: 0.0000 662.0374 Severe: avg_pge=0.9170, expected range: -1.2140 0.7500 |
 | |
| metar | ||
| METAR SURFACE PRESSURE (PA) EQAY : out of range
Severe: rms_fgdepar=461.6339, expected range: 0.0000 407.6154 Severe: avg_pge=0.8068, expected range: -0.7149 0.7500 |
 | |
| METAR SURFACE PRESSURE (PA) GMAT : out of range
Severe: rms_fgdepar=533.5428, expected range: 0.0000 322.8462 |
 | |
| METAR SURFACE PRESSURE (PA) LIQW : out of range
Severe: avg_fgdepar=-589.4262, expected range: -432.0670 474.3775 Severe: rms_fgdepar=761.3094, expected range: -579.7029 745.8711 |
 | |
| METAR SURFACE PRESSURE (PA) LRCT : out of range
Severe: avg_fgdepar=569.2828, expected range: -121.1283 193.4761 Severe: rms_fgdepar=638.9419, expected range: 0.0000 162.1810 |
 | |
| METAR SURFACE PRESSURE (PA) MHLM : out of range
Severe: rms_fgdepar=305.2236, expected range: 0.0000 113.6648 |
 | |
| AUTOMATIC METAR SURFACE PRESSURE (PA) KSLN : out of range
Severe: rms_fgdepar=319.8185, expected range: 0.0000 168.2604 |
 | |
| snow | ||
| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-788.2086, expected range: -781.9688 -765.2684 Severely_persistent: rms_fgdepar=788.2097, expected range: 765.5250 781.7885 |
 | |
| MANUAL LAND SYNOP SNOW (CM) 29367 : out of range
Severe: rms_fgdepar=22.7373, expected range: 0.0000 3.9898 |
 | |
| BUFR LAND SYNOP SNOW (CM) _MF1378B : out of range
Severe: rms_fgdepar=25.0644, expected range: 4.4235 8.9772 |
 | |
| BUFR LAND SYNOP SNOW (CM) _MF1B2B2 : out of range
Severe: rms_fgdepar=15.5216, expected range: 0.0000 1.9661 |
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| BUFR LAND SYNOP SNOW (CM) _MI12EE6 : out of range
Severe: rms_fgdepar=16.5089, expected range: 0.5834 6.0898 |
 | |
| t2m | ||
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71052 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-19.6691, expected range: -23.1167 -8.0932 Severely_persistent: rms_fgdepar=19.6691, expected range: 8.2074 23.1147 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71506 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.0057, expected range: -15.1417 1.9353 Severely_persistent: rms_fgdepar=13.0420, expected range: 0.0000 15.1793 |
 | |
| METAR 2M TEMPERATURE (K) KTLH : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.3217, expected range: -16.8771 -5.1620 Severely_persistent: rms_fgdepar=12.3217, expected range: 6.3012 16.9811 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 71052 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-19.7174, expected range: -22.6877 -8.6739 Severely_persistent: rms_fgdepar=19.7181, expected range: 8.7804 22.7055 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 71506 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.7186, expected range: -14.8453 1.7931 Severely_persistent: rms_fgdepar=12.7560, expected range: 0.0000 14.9218 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1D122 : out of range
16 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.0769, expected range: 4.5920 18.3714 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 68926 : out of range
Severe: avg_fgdepar=-18.7190, expected range: -3.2550 2.8512 Severe: rms_fgdepar=18.7190, expected range: 0.0000 3.3411 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=12.2919, expected range: 0.0000 8.4217 |
 | |
| METAR 2M TEMPERATURE (K) EGOS : out of range
Severe: rms_fgdepar=14.0468, expected range: 0.0669 2.1333 |
 | |
| METAR 2M TEMPERATURE (K) SCJO : out of range
Severe: avg_fgdepar=12.6981, expected range: -3.3410 8.9886 Severe: rms_fgdepar=12.6981, expected range: 0.0000 9.2589 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=12.3718, expected range: 0.0000 8.5240 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13804 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-17.5536, expected range: 8.9868 25.2113 Severe: rms_fgdepar=17.5536, expected range: 9.5927 24.8835 |
 | |
| rh2m | ||
| MANUAL LAND SYNOP RH2M (%) 83064 : out of range
Severe: rms_fgdepar=32.2004, expected range: 0.0000 18.0995 |
 | |