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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2021-02-26 12:00
| amsua | ||
| NOAA-15 AMSUA RADIANCES CHANNEL 12 : out of range
Considerable: obs_number=2395.0000, expected range: 379.1103 1982.7720 |
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| NOAA-15 AMSUA RADIANCES CHANNEL 10 : out of range
Considerable: obs_number=2402.0000, expected range: 377.8368 1994.0456 |
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| NOAA-15 AMSUA RADIANCES CHANNEL 9 : out of range
Considerable: obs_number=2402.0000, expected range: 377.5447 1994.4553 |
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| NOAA-15 AMSUA RADIANCES CHANNEL 8 : out of range
Considerable: obs_number=2401.0000, expected range: 377.9865 1993.6606 |
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| iasi | ||
| METOP-A IASI RADIANCES CHANNEL 3452 : out of range
3 times in the last 10 days for at least one item Considerable: avg_biascorr=0.0961, expected range: 0.1188 0.1521 |
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| resat | ||
| All NOAA-19 SBUV ALL LAYERS Global : all data missing
Severe: obs_number=0, expected range: 145.81 733.33 |
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| Radiosondes | ||
| LAND TEMP Q (G/KG) 44373 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_pge=0.9900, expected range: -0.0046 0.0127 Severe: rms_fgdepar=2.3545, expected range: 0.0000 1.1148 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 65344 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_pge=0.8810, expected range: -0.2844 0.4375 Severe: rms_fgdepar=20.5210, expected range: 0.8401 6.7611 Severe: avg_fgdepar=20.5210, expected range: 1.0033 5.9123 |
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| HIGH RESO LAND TEMP Q (G/KG) 72249 PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=3.4165, expected range: 0.0000 0.6959 |
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| HIGH RESO LAND TEMP Q (G/KG) 72233 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=2.8697, expected range: 0.0000 1.5065 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=9.8972, expected range: 2.5027 5.8224 Considerable: obs_number=758.0000, expected range: 895.2076 1027.5424 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 04360 PRESSURE LAYER 900-12 : out of range
Severe: avg_pge=0.8886, expected range: -0.9214 0.7500 Severe: rms_fgdepar=20.6216, expected range: 0.0000 10.3259 Severe: avg_fgdepar=20.3920, expected range: -1.0172 9.8411 |
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| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: avg_fgdepar=1.3212, expected range: -0.4983 0.7139 |
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| amdar | ||
| AMDAR WIND VECTOR DIFF (M/S) JP9Z58W1 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.6449, expected range: 0.0000 8.2166 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) RA1KGBRA PRESSURE LAYER 600-900 (HP : out of range
Severe: rms_fgdepar=15.4813, expected range: 1.1326 5.1681 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) STLKGCZA (2 pressure layers affecte : out of range
Severe: rms_fgdepar=15.4140, expected range: 0.2709 5.9316 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) BZ1VYWJA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=19.8320, expected range: 0.5419 5.4804 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) TCAAYBBA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=18.3305, expected range: 0.0000 5.6522 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) IWSYR3BA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=15.8405, expected range: 0.0000 6.4472 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) 12XXRVZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=26.8297, expected range: 0.0000 8.7061 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) JE4EIRZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.4250, expected range: 0.0000 7.9304 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) DKSGUWRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=30.2751, expected range: 0.4784 6.6730 Severe: avg_fgdepar=26.4127, expected range: 0.3208 6.1916 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) DC3KJFRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.4277, expected range: 0.0000 8.2226 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) AYZYR4RA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.1919, expected range: 0.0000 9.9032 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) 5B3MWTJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.3708, expected range: 1.4088 6.0646 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) WUVTESJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.8208, expected range: 0.0000 7.1919 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) YCPYR3BA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.7831, expected range: 0.3450 6.1595 |
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| ADS-C WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : missing
4 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 0.0000 292.6174 |
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| ADS-C WIND VECTOR DIFF (M/S) WPASEEZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.2050, expected range: 0.0000 11.8769 |
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| ADS-C WIND VECTOR DIFF (M/S) OJRK5OJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=32.0722, expected range: 0.0000 13.5630 |
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| ADS-C WIND VECTOR DIFF (M/S) OTFKBNJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.8024, expected range: 0.0000 12.2120 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) ANZ288 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=37.1254, expected range: 0.0000 12.0528 Severe: avg_fgdepar=22.7100, expected range: -3.6431 11.8543 |
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| AIREP WIND VECTOR DIFF (M/S) AAL47 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.9180, expected range: 0.0000 31.0265 |
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| AIREP WIND VECTOR DIFF (M/S) ETH575 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=39.7850, expected range: 0.0000 12.1025 Severe: avg_fgdepar=26.7573, expected range: -2.1951 8.6977 |
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| prof | ||
| JAPANESE WIND PROFILER 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=3072.0000, expected range: 0.0000 1428.5164 Considerable: obs_number=3072.0000, expected range: 0.0000 1428.5164 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 96163 PRESSURE LAYER 600-900 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8653, expected range: -0.8278 0.7500 Severe: rms_fgdepar=19.8214, expected range: 0.0000 11.6807 |
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| LAND PILOT WIND VECTOR DIFF (M/S) 65344 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_pge=0.8984, expected range: -0.1924 0.3421 Severe: rms_fgdepar=33.1813, expected range: 0.2405 5.6228 Severe: avg_fgdepar=33.1813, expected range: 0.2107 5.3996 |
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| synop | ||
| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 18133 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8146, expected range: 0.7454 0.7500 |
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| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 18162 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=711.2023, expected range: 458.3053 1011.2756 Severely_persistent: avg_fgdepar=710.8273, expected range: 456.3983 1011.7133 |
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| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 17841 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8503, expected range: 0.7524 0.7500 |
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| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 18221 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8452, expected range: 0.7540 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42776 : out of range
13 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=62.3411, expected range: 0.0000 149.4553 Severely_persistent: avg_fgdepar=62.3411, expected range: -71.7968 149.4553 |
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| MANUAL LAND SYNOP RH2M (%) 38915 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9910, expected range: -0.0061 0.0132 Severely_persistent: rms_fgdepar=57.4233, expected range: 0.0000 29.6234 Severely_persistent: avg_fgdepar=57.4233, expected range: -33.0448 35.1575 |
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| MANUAL LAND SYNOP RH2M (%) 42915 : out of range
19 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=60.4662, expected range: 13.6871 80.2943 Severely_persistent: avg_fgdepar=60.4662, expected range: 13.6871 80.2943 |
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| MANUAL LAND SYNOP RH2M (%) 76040 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9966, expected range: -0.2322 0.7500 Severely_persistent: rms_fgdepar=61.5920, expected range: 0.0000 112.9533 Severely_persistent: avg_fgdepar=61.5920, expected range: -13.0144 113.8755 |
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| MANUAL LAND SYNOP Z (M) 41508 : out of range
Severe: avg_pge=0.8324, expected range: -0.6082 0.7326 |
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| MANUAL LAND SYNOP RH2M (%) 38439 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=51.3054, expected range: 0.0000 41.5033 Severe: avg_fgdepar=51.3054, expected range: -70.4490 81.0869 |
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| MANUAL LAND SYNOP RH2M (%) 76258 : out of range
Severe: avg_pge=0.9215, expected range: -0.8116 0.7500 Severe: rms_fgdepar=53.3324, expected range: 0.0000 70.4034 Severe: avg_fgdepar=53.3324, expected range: -20.7808 64.6520 |
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| MANUAL LAND SYNOP RH2M (%) 43137 : out of range
Severe: avg_pge=0.8846, expected range: -0.8259 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42174 : out of range
Severe: avg_pge=0.8445, expected range: -0.7473 0.7500 Severe: rms_fgdepar=38.9476, expected range: 0.0000 27.8174 |
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| MANUAL LAND SYNOP RH2M (%) 42963 : out of range
Severe: avg_pge=0.9999, expected range: -1.3016 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 38613 : out of range
Severe: rms_fgdepar=55.7228, expected range: 0.0000 27.0756 Severe: avg_fgdepar=55.7228, expected range: -42.0524 27.3027 |
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| MANUAL LAND SYNOP RH2M (%) 42792 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=1.0000, expected range: -1.3586 0.7500 Severe: rms_fgdepar=61.1712, expected range: 0.0000 56.6068 Severe: avg_fgdepar=61.1712, expected range: -33.3004 64.3552 |
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| MANUAL LAND SYNOP RH2M (%) 43181 : out of range
Severe: avg_pge=0.8102, expected range: -0.4054 0.4689 |
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| MANUAL LAND SYNOP RH2M (%) 42961 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9948, expected range: -1.5525 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43277 : out of range
Severe: avg_pge=0.8397, expected range: -0.9192 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42026 : out of range
Severe: avg_pge=0.8535, expected range: -0.7077 0.7500 Severe: rms_fgdepar=585.4473, expected range: 0.0000 288.2343 Severe: avg_fgdepar=585.4473, expected range: -106.2665 288.2343 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 76741 : out of range
Severe: rms_fgdepar=525.8972, expected range: 0.0000 99.6324 |
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| BUFR LAND SYNOP RH2M (%) 94798 : out of range
Severe: rms_fgdepar=31.6954, expected range: 0.0000 12.5620 |
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| BUFR LAND SYNOP RH2M (%) 27665 : out of range
Severe: rms_fgdepar=44.5130, expected range: 0.0000 24.3537 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71615 : out of range
Severe: rms_fgdepar=358.9796, expected range: 0.0000 141.3189 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 27393 : out of range
Severe: avg_pge=0.8599, expected range: -0.4490 0.5473 Severe: rms_fgdepar=363.2836, expected range: 0.0000 117.6521 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48420 : out of range
Severe: rms_fgdepar=327.2181, expected range: 0.0000 146.9633 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=154.0000, expected range: 169.0062 193.2160 Considerable: obs_number=56.0000, expected range: 59.7978 66.8689 |
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| ship | ||
| AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 46147 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8894, expected range: -0.4920 0.7500 |
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| AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 44150 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8637, expected range: 0.3843 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WSAF : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9217, expected range: -0.8826 0.7500 Severely_persistent: rms_fgdepar=1107.8823, expected range: 0.0000 2831.2203 Severely_persistent: avg_fgdepar=-1107.8500, expected range: -4473.0563 3936.8674 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRNL8 : out of range
6 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=572.1031, expected range: 0.0000 1098.8734 Severely_persistent: avg_fgdepar=-567.8919, expected range: -1224.0622 901.5792 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7DQ5 : out of range
8 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=703.1382, expected range: 37.9167 1293.9633 Severely_persistent: avg_fgdepar=-703.1382, expected range: -1293.9633 -37.9167 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA4970 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8556, expected range: -1.2596 0.7500 Severely_persistent: rms_fgdepar=580.4465, expected range: -968.3313 1323.9357 Severely_persistent: avg_fgdepar=-580.4465, expected range: -1444.3577 1281.0141 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA5189 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=729.1388, expected range: 0.0000 391.0795 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3EXI5 : out of range
Severe: rms_fgdepar=578.7785, expected range: 0.0000 525.9316 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) OXLT2 : out of range
Severe: avg_pge=0.9165, expected range: -1.5246 0.7500 Severe: rms_fgdepar=1041.4614, expected range: -793.1118 1051.1689 Severe: avg_fgdepar=-1041.4614, expected range: -512.9870 475.9360 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 1501747 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8721, expected range: -1.1884 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6203582 : out of range
5 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=567.6721, expected range: -633.0008 892.7101 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4601840 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8567, expected range: -0.1728 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 5401689 : out of range
Severe: avg_pge=0.9151, expected range: -0.2266 0.2852 Severe: rms_fgdepar=610.4500, expected range: 0.0000 174.9853 Severe: avg_fgdepar=610.4500, expected range: -192.9896 168.9463 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4402687 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8215, expected range: -0.7003 0.7500 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) FNLU : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=322.2418, expected range: 0.0000 133.6742 |
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| METAR SURFACE PRESSURE (PA) NVSS : out of range
Severe: rms_fgdepar=441.2140, expected range: 0.0000 104.1944 |
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| METAR SURFACE PRESSURE (PA) HESG : out of range
Severe: rms_fgdepar=366.1765, expected range: 0.0000 116.7130 |
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| snow | ||
| AUTOMATIC LAND SYNOP SNOW (CM) 71029 : out of range
16 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=54.1257, expected range: 49.8475 60.2764 Severely_persistent: avg_fgdepar=-54.1257, expected range: -60.2764 -49.8475 |
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| AUTOMATIC LAND SYNOP SNOW (CM) 71576 : out of range
18 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=51.6066, expected range: 50.0503 53.7953 Severely_persistent: avg_fgdepar=-51.6066, expected range: -53.7953 -50.0503 |
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| AUTOMATIC LAND SYNOP SNOW (CM) 71743 : out of range
18 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=66.3042, expected range: 65.9661 73.0521 Severely_persistent: avg_fgdepar=-66.3042, expected range: -73.0521 -65.9661 |
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| AUTOMATIC LAND SYNOP SNOW (CM) 71742 : out of range
16 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=57.1584, expected range: 37.8607 71.1149 Severely_persistent: avg_fgdepar=-57.1584, expected range: -71.1149 -37.8607 |
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| MANUAL LAND SYNOP SNOW (CM) 71816 : out of range
24 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=61.5856, expected range: 60.9424 70.1043 Severely_persistent: avg_fgdepar=-61.5856, expected range: -70.1042 -60.9425 |
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| BUFR LAND SYNOP SNOW (CM) 71816 : out of range
24 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=61.5567, expected range: 60.9033 70.1255 Severely_persistent: avg_fgdepar=-61.5567, expected range: -70.1254 -60.9034 |
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| BUFR LAND SYNOP SNOW (CM) 01091 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=97.8217, expected range: 61.5601 120.4246 Severely_persistent: avg_fgdepar=-97.7983, expected range: -120.4199 -61.5530 |
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| BUFR LAND SYNOP SNOW (CM) 01480 : out of range
26 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=57.0485, expected range: 56.1159 70.4265 Severely_persistent: avg_fgdepar=-57.0485, expected range: -70.4231 -56.1176 |
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| AUTOMATIC LAND SYNOP SNOW (CM) 71629 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=36.7427, expected range: 0.4835 2.3837 |
 | |
| BUFR LAND SYNOP SNOW (CM) 01473 : out of range
Severe: rms_fgdepar=61.4464, expected range: 36.1701 51.2664 Severe: avg_fgdepar=-61.4464, expected range: -51.2664 -36.1701 |
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| t2m | ||
| METAR 2M TEMPERATURE (K) VYNT : out of range
8 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.6497, expected range: 8.6316 13.4125 Severely_persistent: avg_fgdepar=12.5350, expected range: 8.4774 13.2907 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 42459 : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=14.9939, expected range: 0.0000 19.7439 Severe: avg_fgdepar=-14.9939, expected range: -19.7439 7.5568 |
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| METAR 2M TEMPERATURE (K) UWKS : out of range
Severe: rms_fgdepar=10.5679, expected range: 0.4098 3.8446 |
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| METAR 2M TEMPERATURE (K) OPKL : out of range
Severe: rms_fgdepar=12.0763, expected range: 3.2014 9.7234 Severe: avg_fgdepar=12.0311, expected range: 2.0333 9.6429 |
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| METAR 2M TEMPERATURE (K) KGTB : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=12.0037, expected range: 0.0000 4.2905 |
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| METAR 2M TEMPERATURE (K) OAKB : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=12.0038, expected range: 0.0000 9.7270 |
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| METAR 2M TEMPERATURE (K) SKSA : out of range
Severe: rms_fgdepar=10.3057, expected range: 0.4756 4.0811 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 42459 : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=15.0439, expected range: 0.0000 19.7939 Severe: avg_fgdepar=-15.0439, expected range: -19.7939 7.5068 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=237.0000, expected range: 286.1778 371.9398 |
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| rh2m | ||
| MANUAL LAND SYNOP RH2M (%) 67775 : out of range
Severe: rms_fgdepar=33.5129, expected range: 0.0000 18.5442 |
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