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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-06-14 00:00
| amsua | ||
| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4020, expected range: -0.3521 -0.3279 |
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| mwhs2 | ||
| FY-3C MWHS2 ALLSKY RADIANCES CHANNEL 12 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-1.2624, expected range: -1.4625 -1.3780 |
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| ssmis | ||
| DMSP-17 SSMIS RADIANCES CHANNEL 7 : out of range
6 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.0052, expected range: 0.0043 0.0047 |
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| gpsro | ||
| All TERRASAR-X GPSRO SETTING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 88.66 1167.01 |
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| COSMIC2-E6 GPSRO SETTING HEIGHT 8-10 KM : out of range
Slight: avg_norm_fgdepar=-0.1213, expected range: -0.0796 0.0562 |
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| resat | ||
| NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 250-251 (HPA) : out of range
19 times in the last 10 days for at least one item Slight: avg_fgdepar=-0.0206, expected range: -0.0991 -0.0991 |
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| Radiosondes | ||
| LAND TEMP WIND VECTOR DIFF (M/S) 89664 PRESSURE LAYER 900-1200 (HPA) : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8519, expected range: -0.4601 0.7500 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 51656 PRESSURE LAYER 900-1200 (HPA : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.6132, expected range: -13.3957 5.0647 Severely_persistent: rms_fgdepar=12.6132, expected range: 0.0000 15.1216 Severely_persistent: avg_pge=0.9354, expected range: -0.8723 0.7500 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 85 : all data missing
Severely_persistent: obs_number=0, expected range: 11.20 305.84 |
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| All HIGH RESO LAND TEMP ALL LAYERS South pole : all data missing
Severely_persistent: obs_number=0, expected range: 122.79 644.41 |
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| LAND TEMP TEMPERATURE (K) 32061 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=9.0871, expected range: 0.0000 2.6921 |
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| LAND TEMP TEMPERATURE (K) 42971 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_fgdepar=-11.5112, expected range: -7.8959 5.1646 Severe: rms_fgdepar=11.5669, expected range: 0.0000 8.1239 Severe: avg_pge=0.9310, expected range: -0.9574 0.7500 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 17220 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.2057, expected range: 0.0000 9.3294 Severe: avg_pge=0.8065, expected range: -0.5334 0.7500 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 40766 PRESSURE LAYER 600-900 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=29.8459, expected range: -1.5190 6.1731 Severe: rms_fgdepar=29.9721, expected range: 0.0000 6.2987 Severe: avg_pge=0.9221, expected range: -1.2352 0.7500 |
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| LAND TEMP Q (G/KG) 41169 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=2.6889, expected range: 0.0000 1.0035 |
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| LAND TEMP Q (G/KG) 42971 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_pge=0.9806, expected range: -0.0388 0.0516 |
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| LAND TEMP Q (G/KG) 36003 PRESSURE LAYER 900-1200 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=6.2793, expected range: -1.3188 6.2458 Severe: rms_fgdepar=6.5809, expected range: 0.0000 7.0099 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 30557 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: avg_pge=0.8805, expected range: -1.5618 0.7500 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 72426 (3 pressure layers af : out of range
Severe: rms_fgdepar=18.0513, expected range: 1.4895 5.6605 |
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| HIGH RESO LAND TEMP Q (G/KG) 51839 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=3.6136, expected range: 0.0000 1.7973 |
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| HIGH RESO LAND TEMP Q (G/KG) 72712 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.1345, expected range: 0.0000 1.0489 |
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| HIGH RESO LAND TEMP Q (G/KG) 72426 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_fgdepar=-7.9065, expected range: -2.6356 3.0923 Severe: rms_fgdepar=8.0534, expected range: 0.0000 2.6114 |
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| amdar | ||
| WIGOS AMDAR Q (G/KG) BSTXQVBA PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-6.0757, expected range: -6.9439 -0.5273 Severe: rms_fgdepar=6.3690, expected range: 0.7067 7.2028 |
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| WIGOS AMDAR Q (G/KG) QPIGUWBA PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=6.9711, expected range: 0.0000 3.5725 |
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| WIGOS AMDAR Q (G/KG) BOOGUWJA PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=4.0773, expected range: 0.2463 2.2488 |
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| WIGOS AMDAR Q (G/KG) YAVUOGRA PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=5.0421, expected range: 0.0604 2.7094 |
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| WIGOS AMDAR Q (G/KG) POWGU1ZA PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_fgdepar=6.1220, expected range: -3.7457 4.4215 Severe: rms_fgdepar=7.5918, expected range: 0.0000 6.3533 |
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| WIGOS AMDAR Q (G/KG) MZNWU1ZA PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=5.6627, expected range: 0.0000 2.7861 |
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| WIGOS AMDAR TEMPERATURE (K) HK0027 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=6.0861, expected range: 0.0000 1.5226 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) MFOGUURA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.6725, expected range: 0.0000 15.2740 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) PT5WU1ZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.4626, expected range: 0.0000 8.0612 |
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| MODE-S WIND VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : missing
Severe: obs_number=0.0000, expected range: 0.0000 264.9030 |
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| ADS-C WIND VECTOR DIFF (M/S) A2NRWBBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.3901, expected range: 1.1190 7.0873 |
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| ADS-C WIND VECTOR DIFF (M/S) NVTCZCJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.0984, expected range: 0.0000 8.4782 |
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| ADS-C WIND VECTOR DIFF (M/S) 1NISBMJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.9936, expected range: 0.1604 5.8720 |
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| ADS-C WIND VECTOR DIFF (M/S) WITICOZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.9660, expected range: 0.0000 10.0392 |
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| WIGOS AMDAR Q (G/KG) PRESSURE LAYER 900-1200 (HPA) : out of range
Slight: rms_fgdepar=2.8376, expected range: 0.9198 2.6221 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) AMX026 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.3553, expected range: 0.0000 15.6482 |
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| AIREP WIND VECTOR DIFF (M/S) UAL1288 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.3270, expected range: 0.0000 5.0777 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 89664 PRESSURE LAYER 900-1200 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8608, expected range: -0.8000 0.7500 |
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| synop | ||
| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 17656 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8080, expected range: -0.8716 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 60471 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8376, expected range: -0.3771 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 15270 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8254, expected range: -1.2641 0.7500 |
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| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) : out of range
1 times in the last 10 days for at least one item Severe: obs_number=775.0000, expected range: 1875.3712 1932.1288 Severe: obs_number=724.0000, expected range: 1817.4502 1890.3276 Slight: obs_number=2720.0000, expected range: 3392.1310 4369.8690 |
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| MANUAL LAND SYNOP RH2M (%) 76040 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9505, expected range: -0.9500 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42249 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-52.6358, expected range: -24.8957 39.8073 Severe: rms_fgdepar=52.6358, expected range: 0.0000 36.4515 Severe: avg_pge=0.9641, expected range: -0.0143 0.0239 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40800 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=317.3584, expected range: 0.0000 160.1920 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 63331 : out of range
Severe: avg_fgdepar=902.9662, expected range: -377.0061 392.4493 Severe: rms_fgdepar=902.9662, expected range: 0.0000 269.2402 Severe: avg_pge=0.9222, expected range: -0.5083 0.6387 |
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| BUFR LAND SYNOP RH2M (%) 64040 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-61.4153, expected range: -55.7311 -37.1892 Severe: rms_fgdepar=61.4153, expected range: 37.1892 55.7311 |
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| BUFR LAND SYNOP RH2M (%) 60253 : out of range
Severe: avg_fgdepar=53.6487, expected range: -28.3503 33.6877 Severe: rms_fgdepar=53.8264, expected range: 0.0000 24.9268 |
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| BUFR LAND SYNOP RH2M (%) 71454 : out of range
Severe: rms_fgdepar=32.7184, expected range: 0.0000 15.3988 |
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| BUFR LAND SYNOP RH2M (%) 64184 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=41.6540, expected range: 5.6534 38.3630 Severe: avg_pge=0.9626, expected range: -0.9212 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 58238 : out of range
Severe: rms_fgdepar=35.7226, expected range: 0.0000 19.8611 |
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| BUFR LAND SYNOP RH2M (%) 42588 : out of range
Severe: avg_fgdepar=55.4134, expected range: -49.9415 101.8177 Severe: rms_fgdepar=55.4134, expected range: 0.0000 101.8177 Severe: avg_pge=1.0000, expected range: -1.8419 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 40439 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=45.4107, expected range: 0.0000 44.0597 Severe: avg_pge=0.8702, expected range: -0.7111 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 41573 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=874.6795, expected range: 767.1798 906.3242 Severe: rms_fgdepar=876.9129, expected range: 763.2624 914.4434 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 25428 : out of range
Severe: rms_fgdepar=546.1203, expected range: 0.0000 236.0132 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 91568 : out of range
Severe: rms_fgdepar=520.2224, expected range: 0.0000 146.3330 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 72539 : out of range
Severe: rms_fgdepar=307.2957, expected range: 0.0000 169.2668 |
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| ship | ||
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) V7A4867 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8508, expected range: -0.0624 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) A8ZV7 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8222, expected range: -1.0065 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA4048 : out of range
8 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=628.7357, expected range: -1151.1933 1707.3839 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3FSA9 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-821.4927, expected range: -1254.3356 517.3191 Severely_persistent: rms_fgdepar=821.4927, expected range: 0.0000 1253.2894 Severely_persistent: avg_pge=0.8879, expected range: 0.1021 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRQU9 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=732.0937, expected range: -540.0758 1033.6086 Severely_persistent: rms_fgdepar=732.0937, expected range: 0.0000 1106.1899 Severely_persistent: avg_pge=0.8570, expected range: -0.8702 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) H9LE : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=719.2538, expected range: -822.4831 1078.4464 Severely_persistent: rms_fgdepar=719.2538, expected range: -822.4831 1078.4464 Severely_persistent: avg_pge=0.8589, expected range: -1.2217 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) C6RZ7 : out of range
Severe: avg_fgdepar=20.5658, expected range: -4.9267 14.0833 Severe: rms_fgdepar=20.5658, expected range: 0.0000 14.5134 Severe: avg_pge=0.9183, expected range: -0.0499 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V6171 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=544.7043, expected range: 0.0000 577.8596 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) OWLD2 : out of range
Severe: avg_fgdepar=760.6418, expected range: -908.9785 1146.2071 Severe: rms_fgdepar=1036.7764, expected range: 0.0000 790.7762 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) TBWUK34 : out of range
Severe: rms_fgdepar=316.6907, expected range: 0.0000 175.1660 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 7KKU : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=589.6502, expected range: -473.4456 807.8146 Severe: rms_fgdepar=589.6502, expected range: 0.0000 773.1863 |
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| buoy | ||
| MOORED BUOYS WIND VECTOR DIFF (M/S) 2200192 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9065, expected range: -0.8607 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6301679 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-568.8415, expected range: -1359.0244 1052.6567 Severely_persistent: rms_fgdepar=572.7302, expected range: 0.0000 1133.4286 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 2101635 : out of range
Severe: avg_pge=0.8223, expected range: -0.8317 0.7500 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) NVVA : out of range
Severe: rms_fgdepar=489.9460, expected range: 0.0000 103.9599 |
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| METAR SURFACE PRESSURE (PA) SCFM : out of range
Severe: avg_fgdepar=692.5325, expected range: -204.1660 228.4077 Severe: rms_fgdepar=692.5325, expected range: 0.0000 181.2777 Severe: avg_pge=0.8644, expected range: -0.1453 0.1835 |
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| METAR SURFACE PRESSURE (PA) FKKN : out of range
Severe: avg_fgdepar=-761.3763, expected range: -240.2291 377.5084 Severe: rms_fgdepar=761.3763, expected range: 0.0000 367.4811 Severe: avg_pge=0.8454, expected range: -0.1130 0.1291 |
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| AUTOMATIC METAR SURFACE PRESSURE (PA) KQAY : out of range
Severe: rms_fgdepar=366.5033, expected range: 0.0000 79.0393 |
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| snow | ||
| MANUAL LAND SYNOP SNOW (CM) 37566 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=54.0000, expected range: -4.8491 64.9116 Severely_persistent: rms_fgdepar=54.0000, expected range: 2.4903 65.3834 |
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| BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
32 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=50.2941, expected range: 46.5766 63.5230 |
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| 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=-772.6948, expected range: -774.9909 -771.7359 |
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| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=772.6950, expected range: 771.7359 774.9911 |
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| BUFR LAND SYNOP SNOW (CM) _MI1067E : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=57.9032, expected range: 47.3326 61.4593 |
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| BUFR LAND SYNOP SNOW (CM) _MI1067E : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=58.3977, expected range: 48.0875 61.8001 |
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| BUFR LAND SYNOP SNOW (CM) _MI11395 : out of range
Severe: avg_fgdepar=51.0000, expected range: 21.9750 40.6525 |
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| BUFR LAND SYNOP SNOW (CM) _MI11395 : out of range
Severe: rms_fgdepar=51.0882, expected range: 21.4715 41.7196 |
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| t2m | ||
| METAR 2M TEMPERATURE (K) VECX : out of range
33 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=12.0310, expected range: 9.5925 16.7420 Severely_persistent: rms_fgdepar=12.2466, expected range: 10.6089 16.8761 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-18.6014, expected range: -20.9373 -13.8103 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
20 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=18.6014, expected range: 13.8446 20.9486 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
30 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-18.0063, expected range: -21.4617 -12.4518 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
30 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=18.0989, expected range: 13.7394 21.0882 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) : out of range
1 times in the last 10 days for at least one item Severe: obs_number=798.0000, expected range: 1803.1157 1836.7732 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 94979 : out of range
Severe: rms_fgdepar=10.7179, expected range: 0.0000 1.5414 |
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| METAR 2M TEMPERATURE (K) UUEE : out of range
Severe: rms_fgdepar=10.4268, expected range: 0.8137 3.5397 |
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| METAR 2M TEMPERATURE (K) KDPG : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=14.3197, expected range: 0.0000 5.3609 |
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| METAR 2M TEMPERATURE (K) UUOO : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=10.1094, expected range: 1.1855 3.4642 |
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| LAND TEMP 2M TEMPERATURE (K) 71926 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=12.0288, expected range: -2.8037 6.8354 Severe: rms_fgdepar=12.0288, expected range: 0.0000 6.4644 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1D00B : out of range
Severe: avg_fgdepar=-14.6386, expected range: -3.6470 3.0072 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1D00B : out of range
Severe: rms_fgdepar=14.6386, expected range: 0.3737 4.5897 |
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| rh2m | ||
| AUTOMATIC LAND SYNOP RH2M (%) : out of range
1 times in the last 10 days for at least one item Severe: obs_number=792.0000, expected range: 1785.5851 1850.5260 |
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| MANUAL LAND SYNOP RH2M (%) 94411 : out of range
Severe: rms_fgdepar=39.7130, expected range: 0.0000 21.9686 |
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| LAND TEMP RH2M (%) 72230 : out of range
Severe: rms_fgdepar=36.3491, expected range: 0.0000 20.5015 |
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