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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-11-15 00:00
| AMSUA Pacific RARS | ||
| All NOAA-18 AMSUA ALL SKY CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 359.87 1681.12 |
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| All NOAA-19 AMSUA ALL SKY CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 114.61 1466.89 |
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| iasi | ||
| METOP-C IASI RADIANCES CHANNEL 254 : out of range
Slight: avg_fgdepar=0.0129, expected range: -0.0040 0.0087 |
 | |
| cris | ||
| NOAA20 CRIS RADIANCES CHANNEL 590 : out of range
2 times in the last 10 days for at least one item Considerable: avg_biascorr=-0.1043, expected range: -0.0905 -0.0686 |
 | |
| gpsro | ||
| All KOMPSAT-5 GPSRO SETTING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 168.39 944.11 |
||
| COSMIC2-E3 GPSRO RISING HEIGHT 34-36 KM : out of range
Slight: avg_norm_fgdepar=0.1767, expected range: -0.1681 0.1023 |
 | |
| Atmospheric Motion Vector | ||
| All HIMAWARI-8 AMV CLOUDY WV3 ALL LAYERS Global : all data missing
Severely_persistent: obs_number=0, expected range: 256.69 867.14 |
||
| METOP-B AMV IR WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=444.0000, expected range: 145.8667 281.7879 |
 | |
| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 30758 PRESSURE LAYER 900-1200 (HPA) : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8542, expected range: -1.1274 0.7500 |
 | |
| LAND TEMP Q (G/KG) 41891 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=2.6446, expected range: 0.0000 1.3405 |
 | |
| LAND TEMP Q (G/KG) 96253 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=2.0660, expected range: 0.1281 1.0829 |
 | |
| LAND TEMP TEMPERATURE (K) 36872 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=7.0672, expected range: 0.3411 4.1236 |
 | |
| LAND TEMP TEMPERATURE (K) 23078 PRESSURE LAYER 900-1200 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=9.3015, expected range: 0.0000 15.0463 |
 | |
| LAND TEMP TEMPERATURE (K) 24507 PRESSURE LAYER 900-1200 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8357, expected range: -1.2821 0.7500 |
 | |
| LAND TEMP TEMPERATURE (K) 29282 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=6.6337, expected range: 0.0000 2.6688 Severe: avg_pge=0.8532, expected range: -0.8743 0.7500 |
 | |
| amdar | ||
| WIGOS AMDAR TEMPERATURE (K) CNLQOK PRESSURE LAYER 300-600 (HPA) : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.0250, expected range: -19.4011 9.3906 Severely_persistent: rms_fgdepar=12.0250, expected range: 0.0000 20.7393 Severely_persistent: avg_pge=0.9075, expected range: -0.6412 0.7500 |
 | |
| WIGOS AMDAR TEMPERATURE (K) CNNKUO PRESSURE LAYER 300-600 (HPA) : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.3703, expected range: -26.5382 14.1136 Severely_persistent: rms_fgdepar=12.3729, expected range: 0.0000 26.4763 Severely_persistent: avg_pge=0.9114, expected range: -0.8903 0.7500 |
 | |
| WIGOS AMDAR TEMPERATURE (K) CNSSQK PRESSURE LAYER 300-600 (HPA) : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8344, expected range: -0.3188 0.7500 |
 | |
| WIGOS AMDAR TEMPERATURE (K) CNQNOP (2 pressure layers affected) : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=9.5163, expected range: 0.0000 23.7440 |
 | |
| WIGOS AMDAR TEMPERATURE (K) CNQNOP PRESSURE LAYER 600-900 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-9.0271, expected range: -33.1898 10.4985 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) 3RPZJ0ZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.0698, expected range: 0.0000 13.8562 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) BTXEILZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.0128, expected range: 0.8703 7.6261 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) I0X2MLBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.4133, expected range: -22.4335 33.3534 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) X3RYN1JA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=31.7817, expected range: 0.0000 27.3534 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) ZBBEATJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.4212, expected range: 0.0000 14.4986 |
 | |
| airep | ||
| AIREP WIND VECTOR DIFF (M/S) UAL83 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=21.1317, expected range: 0.0000 38.9389 |
 | |
| prof | ||
| JAPANESE WIND PROFILER VECTOR DIFF (M/S) 47746 PRESSURE LAYER 300-600 : out of range
Severe: avg_fgdepar=26.0790, expected range: 0.5395 5.0610 Severe: rms_fgdepar=34.2472, expected range: 0.2053 5.7882 |
 | |
| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 42591 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=27.5385, expected range: -0.3602 6.9357 Severe: rms_fgdepar=36.3411, expected range: 0.0000 8.4866 |
 | |
| synop | ||
| MANUAL LAND SYNOP RH2M (%) 65125 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=53.1634, expected range: -58.7183 124.5679 Severely_persistent: rms_fgdepar=53.1634, expected range: 0.0000 124.5679 Severely_persistent: avg_pge=0.9982, expected range: -1.4954 0.7500 Severely_persistent: avg_fgdepar=53.1634, expected range: -58.7183 124.5679 Severely_persistent: rms_fgdepar=53.1634, expected range: 0.0000 124.5679 Severely_persistent: avg_pge=0.9982, expected range: -1.4954 0.7500 |
 | |
| MANUAL LAND SYNOP RH2M (%) 65125 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=53.1634, expected range: -58.7183 124.5679 Severely_persistent: rms_fgdepar=53.1634, expected range: 0.0000 124.5679 Severely_persistent: avg_pge=0.9982, expected range: -1.4954 0.7500 Severely_persistent: avg_fgdepar=53.1634, expected range: -58.7183 124.5679 Severely_persistent: rms_fgdepar=53.1634, expected range: 0.0000 124.5679 Severely_persistent: avg_pge=0.9982, expected range: -1.4954 0.7500 |
| |
| MANUAL LAND SYNOP RH2M (%) 65125 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=53.1634, expected range: -58.7183 124.5679 Severely_persistent: rms_fgdepar=53.1634, expected range: 0.0000 124.5679 Severely_persistent: avg_pge=0.9982, expected range: -1.4954 0.7500 Severely_persistent: avg_fgdepar=53.1634, expected range: -58.7183 124.5679 Severely_persistent: rms_fgdepar=53.1634, expected range: 0.0000 124.5679 Severely_persistent: avg_pge=0.9982, expected range: -1.4954 0.7500 |
| |
| MANUAL LAND SYNOP RH2M (%) 65125 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=53.1634, expected range: -58.7183 124.5679 Severely_persistent: rms_fgdepar=53.1634, expected range: 0.0000 124.5679 Severely_persistent: avg_pge=0.9982, expected range: -1.4954 0.7500 Severely_persistent: avg_fgdepar=53.1634, expected range: -58.7183 124.5679 Severely_persistent: rms_fgdepar=53.1634, expected range: 0.0000 124.5679 Severely_persistent: avg_pge=0.9982, expected range: -1.4954 0.7500 |
| |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 81797 : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=619.2336, expected range: 474.9864 723.8134 Severely_persistent: rms_fgdepar=619.3953, expected range: 475.1227 724.3826 Severely_persistent: avg_fgdepar=619.2336, expected range: 474.9864 723.8134 Severely_persistent: rms_fgdepar=619.3953, expected range: 475.1227 724.3826 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 81797 : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=619.2336, expected range: 474.9864 723.8134 Severely_persistent: rms_fgdepar=619.3953, expected range: 475.1227 724.3826 Severely_persistent: avg_fgdepar=619.2336, expected range: 474.9864 723.8134 Severely_persistent: rms_fgdepar=619.3953, expected range: 475.1227 724.3826 |
| |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 81797 : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=619.2336, expected range: 474.9864 723.8134 Severely_persistent: rms_fgdepar=619.3953, expected range: 475.1227 724.3826 Severely_persistent: avg_fgdepar=619.2336, expected range: 474.9864 723.8134 Severely_persistent: rms_fgdepar=619.3953, expected range: 475.1227 724.3826 |
| |
| MANUAL LAND SYNOP RH2M (%) 41756 : out of range
Severe: rms_fgdepar=38.1704, expected range: 0.0000 13.3522 Severe: avg_pge=0.9026, expected range: 0.0001 0.0062 Severe: rms_fgdepar=38.1704, expected range: 0.0000 13.3522 Severe: avg_pge=0.9026, expected range: 0.0001 0.0062 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38345 : out of range
Severe: rms_fgdepar=748.0902, expected range: 0.0000 254.6132 Severe: rms_fgdepar=748.0902, expected range: 0.0000 254.6132 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 41697 : out of range
Severe: rms_fgdepar=331.5362, expected range: 0.0000 165.7809 Severe: rms_fgdepar=331.5362, expected range: 0.0000 165.7809 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42398 : out of range
Severe: rms_fgdepar=410.3576, expected range: 0.0000 117.6017 Severe: avg_pge=0.8468, expected range: -0.2775 0.3150 Severe: rms_fgdepar=410.3576, expected range: 0.0000 117.6017 Severe: avg_pge=0.8468, expected range: -0.2775 0.3150 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 63450 : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=434.4808, expected range: 0.0000 80.7865 Severe: avg_pge=0.8040, expected range: 0.0000 0.0000 Severe: rms_fgdepar=434.4808, expected range: 0.0000 80.7865 Severe: avg_pge=0.8040, expected range: 0.0000 0.0000 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 63533 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=504.7446, expected range: -353.1908 268.1400 Severe: rms_fgdepar=504.7446, expected range: -303.3097 440.0947 Severe: avg_pge=0.8431, expected range: -0.7598 0.7500 Severe: avg_fgdepar=504.7446, expected range: -353.1908 268.1400 Severe: rms_fgdepar=504.7446, expected range: -303.3097 440.0947 Severe: avg_pge=0.8431, expected range: -0.7598 0.7500 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83698 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8547, expected range: -1.1160 0.7500 Severe: avg_pge=0.8547, expected range: -1.1160 0.7500 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 87596 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=568.6983, expected range: -93.2772 118.1915 Severe: rms_fgdepar=783.6283, expected range: 0.0000 73.8411 Severe: avg_fgdepar=568.6983, expected range: -93.2772 118.1915 Severe: rms_fgdepar=783.6283, expected range: 0.0000 73.8411 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 92047 : out of range
Severe: avg_pge=0.8033, expected range: -1.1744 0.7500 Severe: avg_pge=0.8033, expected range: -1.1744 0.7500 |
 | |
| MANUAL LAND SYNOP Z (M) 63740 : out of range
Severe: rms_fgdepar=151.9137, expected range: 0.0000 65.3605 Severe: rms_fgdepar=151.9137, expected range: 0.0000 65.3605 |
 | |
| MANUAL LAND SYNOP RH2M (%) 41756 : out of range
Severe: rms_fgdepar=38.1704, expected range: 0.0000 13.3522 Severe: avg_pge=0.9026, expected range: 0.0001 0.0062 Severe: rms_fgdepar=38.1704, expected range: 0.0000 13.3522 Severe: avg_pge=0.9026, expected range: 0.0001 0.0062 |
| |
| MANUAL LAND SYNOP RH2M (%) 41756 : out of range
Severe: rms_fgdepar=38.1704, expected range: 0.0000 13.3522 Severe: avg_pge=0.9026, expected range: 0.0001 0.0062 Severe: rms_fgdepar=38.1704, expected range: 0.0000 13.3522 Severe: avg_pge=0.9026, expected range: 0.0001 0.0062 |
| |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38345 : out of range
Severe: rms_fgdepar=748.0902, expected range: 0.0000 254.6132 Severe: rms_fgdepar=748.0902, expected range: 0.0000 254.6132 |
| |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 41697 : out of range
Severe: rms_fgdepar=331.5362, expected range: 0.0000 165.7809 Severe: rms_fgdepar=331.5362, expected range: 0.0000 165.7809 |
| |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42398 : out of range
Severe: rms_fgdepar=410.3576, expected range: 0.0000 117.6017 Severe: avg_pge=0.8468, expected range: -0.2775 0.3150 Severe: rms_fgdepar=410.3576, expected range: 0.0000 117.6017 Severe: avg_pge=0.8468, expected range: -0.2775 0.3150 |
| |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42398 : out of range
Severe: rms_fgdepar=410.3576, expected range: 0.0000 117.6017 Severe: avg_pge=0.8468, expected range: -0.2775 0.3150 Severe: rms_fgdepar=410.3576, expected range: 0.0000 117.6017 Severe: avg_pge=0.8468, expected range: -0.2775 0.3150 |
| |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 63450 : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=434.4808, expected range: 0.0000 80.7865 Severe: avg_pge=0.8040, expected range: 0.0000 0.0000 Severe: rms_fgdepar=434.4808, expected range: 0.0000 80.7865 Severe: avg_pge=0.8040, expected range: 0.0000 0.0000 |
| |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 63450 : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=434.4808, expected range: 0.0000 80.7865 Severe: avg_pge=0.8040, expected range: 0.0000 0.0000 Severe: rms_fgdepar=434.4808, expected range: 0.0000 80.7865 Severe: avg_pge=0.8040, expected range: 0.0000 0.0000 |
| |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 63533 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=504.7446, expected range: -353.1908 268.1400 Severe: rms_fgdepar=504.7446, expected range: -303.3097 440.0947 Severe: avg_pge=0.8431, expected range: -0.7598 0.7500 Severe: avg_fgdepar=504.7446, expected range: -353.1908 268.1400 Severe: rms_fgdepar=504.7446, expected range: -303.3097 440.0947 Severe: avg_pge=0.8431, expected range: -0.7598 0.7500 |
| |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 63533 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=504.7446, expected range: -353.1908 268.1400 Severe: rms_fgdepar=504.7446, expected range: -303.3097 440.0947 Severe: avg_pge=0.8431, expected range: -0.7598 0.7500 Severe: avg_fgdepar=504.7446, expected range: -353.1908 268.1400 Severe: rms_fgdepar=504.7446, expected range: -303.3097 440.0947 Severe: avg_pge=0.8431, expected range: -0.7598 0.7500 |
| |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 63533 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=504.7446, expected range: -353.1908 268.1400 Severe: rms_fgdepar=504.7446, expected range: -303.3097 440.0947 Severe: avg_pge=0.8431, expected range: -0.7598 0.7500 Severe: avg_fgdepar=504.7446, expected range: -353.1908 268.1400 Severe: rms_fgdepar=504.7446, expected range: -303.3097 440.0947 Severe: avg_pge=0.8431, expected range: -0.7598 0.7500 |
| |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83698 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8547, expected range: -1.1160 0.7500 Severe: avg_pge=0.8547, expected range: -1.1160 0.7500 |
| |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 87596 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=568.6983, expected range: -93.2772 118.1915 Severe: rms_fgdepar=783.6283, expected range: 0.0000 73.8411 Severe: avg_fgdepar=568.6983, expected range: -93.2772 118.1915 Severe: rms_fgdepar=783.6283, expected range: 0.0000 73.8411 |
| |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 87596 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=568.6983, expected range: -93.2772 118.1915 Severe: rms_fgdepar=783.6283, expected range: 0.0000 73.8411 Severe: avg_fgdepar=568.6983, expected range: -93.2772 118.1915 Severe: rms_fgdepar=783.6283, expected range: 0.0000 73.8411 |
| |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 92047 : out of range
Severe: avg_pge=0.8033, expected range: -1.1744 0.7500 Severe: avg_pge=0.8033, expected range: -1.1744 0.7500 |
| |
| MANUAL LAND SYNOP Z (M) 63740 : out of range
Severe: rms_fgdepar=151.9137, expected range: 0.0000 65.3605 Severe: rms_fgdepar=151.9137, expected range: 0.0000 65.3605 |
| |
| BUFR LAND SYNOP RH2M (%) 94619 : out of range
Severe: rms_fgdepar=50.0544, expected range: 0.0000 61.8310 Severe: rms_fgdepar=50.0544, expected range: 0.0000 61.8310 |
 | |
| BUFR LAND SYNOP RH2M (%) 95323 : out of range
Severe: avg_pge=0.8084, expected range: -1.4298 0.7500 Severe: avg_pge=0.8084, expected range: -1.4298 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 33511 : out of range
Severe: avg_pge=0.8078, expected range: -1.1786 0.7500 Severe: avg_pge=0.8078, expected range: -1.1786 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 33562 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=538.7730, expected range: -1200.0033 1597.0205 Severe: rms_fgdepar=538.7730, expected range: -1200.0033 1597.0205 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48921 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8408, expected range: -1.2187 0.7500 Severe: avg_pge=0.8408, expected range: -1.2187 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48952 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8513, expected range: -1.0826 0.7500 Severe: avg_pge=0.8513, expected range: -1.0826 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48988 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=667.6093, expected range: -1149.9545 1277.0796 Severe: rms_fgdepar=667.6093, expected range: -990.1025 1228.3448 Severe: avg_pge=0.9384, expected range: -1.4938 0.7500 Severe: avg_fgdepar=667.6093, expected range: -1149.9545 1277.0796 Severe: rms_fgdepar=667.6093, expected range: -990.1025 1228.3448 Severe: avg_pge=0.9384, expected range: -1.4938 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71418 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8338, expected range: 0.2166 0.7500 Severe: avg_pge=0.8338, expected range: 0.2166 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 72327 : out of range
Severe: avg_fgdepar=-510.1891, expected range: -650.7411 -170.9158 Severe: rms_fgdepar=512.9712, expected range: 171.7551 651.6685 Severe: avg_fgdepar=-510.1891, expected range: -650.7411 -170.9158 Severe: rms_fgdepar=512.9712, expected range: 171.7551 651.6685 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 76548 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8003, expected range: -0.5510 0.7500 Severe: avg_pge=0.8003, expected range: -0.5510 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 91650 : out of range
Severe: rms_fgdepar=626.1511, expected range: 0.0000 171.9705 Severe: rms_fgdepar=626.1511, expected range: 0.0000 171.9705 |
 | |
| BUFR LAND SYNOP RH2M (%) 94619 : out of range
Severe: rms_fgdepar=50.0544, expected range: 0.0000 61.8310 Severe: rms_fgdepar=50.0544, expected range: 0.0000 61.8310 |
| |
| BUFR LAND SYNOP RH2M (%) 95323 : out of range
Severe: avg_pge=0.8084, expected range: -1.4298 0.7500 Severe: avg_pge=0.8084, expected range: -1.4298 0.7500 |
| |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 33511 : out of range
Severe: avg_pge=0.8078, expected range: -1.1786 0.7500 Severe: avg_pge=0.8078, expected range: -1.1786 0.7500 |
| |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 33562 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=538.7730, expected range: -1200.0033 1597.0205 Severe: rms_fgdepar=538.7730, expected range: -1200.0033 1597.0205 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48921 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8408, expected range: -1.2187 0.7500 Severe: avg_pge=0.8408, expected range: -1.2187 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48952 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8513, expected range: -1.0826 0.7500 Severe: avg_pge=0.8513, expected range: -1.0826 0.7500 |
| |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48988 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=667.6093, expected range: -1149.9545 1277.0796 Severe: rms_fgdepar=667.6093, expected range: -990.1025 1228.3448 Severe: avg_pge=0.9384, expected range: -1.4938 0.7500 Severe: avg_fgdepar=667.6093, expected range: -1149.9545 1277.0796 Severe: rms_fgdepar=667.6093, expected range: -990.1025 1228.3448 Severe: avg_pge=0.9384, expected range: -1.4938 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48988 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=667.6093, expected range: -1149.9545 1277.0796 Severe: rms_fgdepar=667.6093, expected range: -990.1025 1228.3448 Severe: avg_pge=0.9384, expected range: -1.4938 0.7500 Severe: avg_fgdepar=667.6093, expected range: -1149.9545 1277.0796 Severe: rms_fgdepar=667.6093, expected range: -990.1025 1228.3448 Severe: avg_pge=0.9384, expected range: -1.4938 0.7500 |
| |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48988 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=667.6093, expected range: -1149.9545 1277.0796 Severe: rms_fgdepar=667.6093, expected range: -990.1025 1228.3448 Severe: avg_pge=0.9384, expected range: -1.4938 0.7500 Severe: avg_fgdepar=667.6093, expected range: -1149.9545 1277.0796 Severe: rms_fgdepar=667.6093, expected range: -990.1025 1228.3448 Severe: avg_pge=0.9384, expected range: -1.4938 0.7500 |
| |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71418 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8338, expected range: 0.2166 0.7500 Severe: avg_pge=0.8338, expected range: 0.2166 0.7500 |
| |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 72327 : out of range
Severe: avg_fgdepar=-510.1891, expected range: -650.7411 -170.9158 Severe: rms_fgdepar=512.9712, expected range: 171.7551 651.6685 Severe: avg_fgdepar=-510.1891, expected range: -650.7411 -170.9158 Severe: rms_fgdepar=512.9712, expected range: 171.7551 651.6685 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 72327 : out of range
Severe: avg_fgdepar=-510.1891, expected range: -650.7411 -170.9158 Severe: rms_fgdepar=512.9712, expected range: 171.7551 651.6685 Severe: avg_fgdepar=-510.1891, expected range: -650.7411 -170.9158 Severe: rms_fgdepar=512.9712, expected range: 171.7551 651.6685 |
| |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 76548 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8003, expected range: -0.5510 0.7500 Severe: avg_pge=0.8003, expected range: -0.5510 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 91650 : out of range
Severe: rms_fgdepar=626.1511, expected range: 0.0000 171.9705 Severe: rms_fgdepar=626.1511, expected range: 0.0000 171.9705 |
| |
| ship | ||
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 7JWH : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=540.3701, expected range: -1172.7745 1737.9571 Severely_persistent: rms_fgdepar=540.4288, expected range: 0.0000 1586.3027 Severely_persistent: avg_pge=0.8090, expected range: -1.6834 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WYQ4356 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=720.1972, expected range: -1263.4589 1446.7959 Severely_persistent: rms_fgdepar=721.3758, expected range: -1149.5260 1658.8623 Severely_persistent: avg_pge=0.8614, expected range: -1.5105 0.7500 |
 | |
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) WDM2180 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=24.9581, expected range: -27.8243 52.0933 Severely_persistent: rms_fgdepar=24.9581, expected range: 0.0000 52.0933 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9VHE2 : out of range
Severe: rms_fgdepar=418.4022, expected range: 0.0000 200.0341 Severe: avg_pge=0.8090, expected range: -0.4910 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WDK7414 : out of range
Severe: avg_pge=0.8137, expected range: -1.1942 0.7500 |
 | |
| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 6204562 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-526.9004, expected range: -694.3481 637.6594 Severely_persistent: rms_fgdepar=528.7556, expected range: -632.7463 840.3353 Severely_persistent: avg_pge=0.8987, expected range: -1.2718 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 6501679 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=580.9648, expected range: -833.7235 873.5569 Severely_persistent: rms_fgdepar=587.9514, expected range: 0.0000 867.5292 Severely_persistent: avg_pge=0.9016, expected range: -1.2107 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 1301612 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-539.5454, expected range: -525.7479 556.3975 Severe: rms_fgdepar=591.4551, expected range: -544.6096 708.1574 Severe: avg_pge=0.8548, expected range: -1.2521 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 4403556 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=498.8685, expected range: 0.0000 124.4873 |
 | |
| 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=-769.1154, expected range: -793.2882 -782.1395 Severely_persistent: rms_fgdepar=769.6716, expected range: 782.2743 793.2026 |
 | |
| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
26 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-67.3692, expected range: -78.6711 -23.5785 Severely_persistent: rms_fgdepar=67.3716, expected range: 23.7494 78.6040 |
 | |
| BUFR LAND SYNOP SNOW (CM) _MI1EDCD : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=100.0000, expected range: 100.0000 100.0000 Severely_persistent: rms_fgdepar=100.0000, expected range: 100.0000 100.0000 |
 | |
| MANUAL LAND SYNOP SNOW (CM) 35026 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=15.1165, expected range: 0.0000 7.2010 |
 | |
| t2m | ||
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 23383 : out of range
5 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.0822, expected range: -5.7770 11.5002 |
 | |
| METAR 2M TEMPERATURE (K) LTCB : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=13.6324, expected range: -0.0090 18.7897 Severely_persistent: rms_fgdepar=13.7554, expected range: 1.7952 18.1251 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 23383 : out of range
5 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.0171, expected range: 0.0000 11.4813 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1D581 : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.2407, expected range: -20.7529 -10.0572 Severely_persistent: rms_fgdepar=12.2528, expected range: 10.0557 20.8063 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 54511 : out of range
Severe: avg_fgdepar=12.5679, expected range: -9.6120 16.2882 Severe: rms_fgdepar=12.5679, expected range: 0.0000 14.5863 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 94619 : out of range
Severe: rms_fgdepar=12.1759, expected range: 0.0000 11.9526 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 42522 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=17.4457, expected range: 3.9998 13.8396 Severe: rms_fgdepar=17.4457, expected range: 3.9998 13.8396 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 94619 : out of range
Severe: avg_fgdepar=-13.2330, expected range: -12.6031 9.2144 Severe: rms_fgdepar=13.9305, expected range: 0.0000 11.1423 |
 | |
| METAR 2M TEMPERATURE (K) FYOA : out of range
Severe: avg_fgdepar=12.7209, expected range: 0.8261 15.3182 Severe: rms_fgdepar=12.8771, expected range: 1.4679 15.2806 |
 | |
| LAND TEMP 2M TEMPERATURE (K) 23078 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.1904, expected range: -14.7192 11.5440 Severe: rms_fgdepar=13.1904, expected range: 0.0000 12.7851 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 42522 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=17.0034, expected range: 3.8459 13.7905 Severe: rms_fgdepar=17.0034, expected range: 3.8459 13.7905 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 94619 : out of range
Severe: avg_fgdepar=-12.1620, expected range: -14.5949 10.2431 Severe: rms_fgdepar=12.9090, expected range: 0.0000 11.7355 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _FI01976 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=10.4242, expected range: 0.0000 3.6519 |
 | |
| rh2m | ||
| MANUAL LAND SYNOP RH2M (%) 42522 : out of range
Severe: rms_fgdepar=30.6867, expected range: 0.0000 12.5464 |
 | |
| MANUAL LAND SYNOP RH2M (%) 72235 : out of range
Severe: rms_fgdepar=37.8237, expected range: 0.0000 19.7349 |
 | |
| METAR RH2M (%) CYXQ : out of range
Severe: rms_fgdepar=31.0681, expected range: 0.0000 13.9321 |
 | |