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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-01-22 12:00
| amsua | ||
| NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 8 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2343, expected range: -0.2080 -0.2071 |
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| NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4675, expected range: -0.4142 -0.4057 |
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| NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0937, expected range: -0.1457 -0.1320 |
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| NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 10 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1566, expected range: 0.0985 0.1027 |
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| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.2152, expected range: 0.2391 0.2445 |
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| NOAA 18 AMSUA ALL SKY RADIANCES (5 channels affected) : out of range
Severe: stdev_norm_fgdepar=1.1274, expected range: 0.7320 0.8600 |
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| iasi | ||
| METOP-B IASI RADIANCES CHANNEL 3452 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1535, expected range: -0.1126 -0.0693 |
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| METOP-B IASI RADIANCES CHANNEL 3248 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0294, expected range: -0.1447 -0.0822 |
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| METOP-B IASI RADIANCES CHANNEL 3252 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2114, expected range: -0.1762 -0.1590 |
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| METOP-B IASI RADIANCES CHANNEL 3446 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2836, expected range: -0.2187 -0.1627 |
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| METOP-B IASI RADIANCES CHANNEL 3509 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2940, expected range: -0.2647 -0.2408 |
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| METOP-C IASI RADIANCES CHANNEL 3580 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.3481, expected range: -0.2861 -0.2044 |
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| METOP-C IASI RADIANCES CHANNEL 3248 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0557, expected range: -0.1444 -0.0942 Slight: stdev_fgdepar=0.6688, expected range: 0.4122 0.6018 |
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| METOP-C IASI RADIANCES CHANNEL 3452 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1771, expected range: -0.1354 -0.0894 |
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| METOP-B IASI RADIANCES (12 channels affected) : out of range
Considerable: obs_number=1789.0000, expected range: 1935.3684 2384.6316 |
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| METOP-C IASI RADIANCES CHANNEL 3002 : out of range
Considerable: stdev_fgdepar=1.5140, expected range: 0.4940 1.0893 |
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| METOP-C IASI RADIANCES CHANNEL 3093 : out of range
Considerable: stdev_fgdepar=1.4920, expected range: 0.5161 1.1060 |
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| METOP-C IASI RADIANCES CHANNEL 3105 : out of range
Considerable: stdev_fgdepar=1.4435, expected range: 0.5055 1.0952 |
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| METOP-C IASI RADIANCES CHANNEL 3322 : out of range
Considerable: stdev_fgdepar=1.4807, expected range: 0.5076 1.1132 |
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| METOP-C IASI RADIANCES CHANNEL 3448 : out of range
10 times in the last 10 days for at least one item Considerable: stdev_fgdepar=0.7180, expected range: 0.5317 0.6542 Slight: stdev_fgdepar=0.7823, expected range: 0.5543 0.7677 |
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| METOP-C IASI RADIANCES CHANNEL 3168 : out of range
4 times in the last 10 days for at least one item Slight: stdev_fgdepar=0.6707, expected range: 0.4322 0.6370 |
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| atms | ||
| NPP ATMS RADIANCES CHANNEL 14 : out of range
22 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1411, expected range: -0.1060 -0.0782 |
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| NPP ATMS RADIANCES CHANNEL 11 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1234, expected range: -0.1662 -0.1554 |
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| NOAA20 ATMS RADIANCES CHANNEL 22 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.7420, expected range: 0.8280 0.8703 |
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| ssmis | ||
| DMSP-17 SSMIS RADIANCES CHANNEL 11 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5936, expected range: -0.3977 -0.3698 |
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| Atmospheric Motion Vector | ||
| All METEOSAT-11 AMV IR3 ALL LAYERS Global : all data missing
Severely_persistent: obs_number=0, expected range: 1250.68 2716.12 |
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| AQUA MODIS CLEAR WV 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=269.0000, expected range: 39.1843 152.4203 |
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| GOES-16 AMV CLOUDY WV3 WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 ( : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=728.0000, expected range: 22.9961 466.1527 |
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| scatt | ||
| METOP-C ASCAT WIND VECTOR DIFF (M/S) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=17224.0000, expected range: 14244.0966 16241.9751 |
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| resat | ||
| NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 1-2 (HPA) : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-0.0159, expected range: -0.0258 -0.0254 |
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| NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 10-11 (HPA) : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-0.0465, expected range: -0.0537 -0.0528 |
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| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 29862 PRESSURE LAYER 300-600 (HPA) : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-9.4827, expected range: -31.7018 21.1603 Severely_persistent: rms_fgdepar=9.6964, expected range: 0.0000 26.9494 Severely_persistent: avg_pge=0.9120, expected range: -0.5612 0.7500 |
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| LAND TEMP TEMPERATURE (K) 30758 PRESSURE LAYER 900-1200 (HPA) : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8363, expected range: -1.0786 0.7500 |
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| LAND TEMP TEMPERATURE (K) 24688 PRESSURE LAYER 900-1200 (HPA) : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-10.6640, expected range: -19.6175 7.6059 Severely_persistent: rms_fgdepar=10.6640, expected range: 0.0000 19.5970 Severely_persistent: avg_pge=0.9121, expected range: -0.8705 0.7500 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 54102 PRESSURE LAYER 900-1200 (HPA : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8765, expected range: -0.1597 0.7500 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 30 : all data missing
Severely_persistent: obs_number=0, expected range: 84.77 176.23 |
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| LAND TEMP TEMPERATURE (K) 68906 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=6.6977, expected range: 0.1010 2.7620 |
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| LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=4.0413, expected range: 0.2753 2.2634 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 34247 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.8893, expected range: 0.0000 14.2603 |
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| All HIGH RESO SEA TEMP ALL LAYERS South pole : all data missing
Severe: obs_number=0, expected range: 0.00 426.31 |
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| All BUFR TEMP DESCENT ALL LAYERS South pole : all data missing
Severe: obs_number=0, expected range: 82.44 103.06 |
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| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 300-600 (HPA) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=1929.0000, expected range: 1478.6848 1768.0652 |
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| HIGH RESO LAND TEMP Q (G/KG) (2 pressure layers affected) : out of range
Considerable: obs_number=670.0000, expected range: 565.0757 589.4243 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) (3 pressure layers affected) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=148.0000, expected range: 272.9052 320.8448 |
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| amdar | ||
| ADS-C WIND VECTOR DIFF (M/S) 0CU015BA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=28.8978, expected range: 0.0000 29.2834 |
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| ADS-C WIND VECTOR DIFF (M/S) ENVEDQBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=31.7501, expected range: -0.8896 8.5355 Severe: rms_fgdepar=31.7501, expected range: 0.0000 14.9802 |
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| ADS-C WIND VECTOR DIFF (M/S) EGOZLAJA PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=30.9417, expected range: -5.6063 15.5815 Severe: rms_fgdepar=36.7007, expected range: 0.0000 37.4085 |
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| ADS-C WIND VECTOR DIFF (M/S) BREZHUJA PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=22.4039, expected range: 0.0000 35.9099 |
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| ADS-C WIND VECTOR DIFF (M/S) LF4YWYZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.2213, expected range: 0.0000 8.7225 |
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| ADS-C WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : missing
1 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 0.0000 321.9583 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) AAL723 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=30.2900, expected range: 0.0000 32.0820 |
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| AIREP WIND VECTOR DIFF (M/S) LOT45 PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=31.1632, expected range: -32.9406 48.3518 Severe: rms_fgdepar=36.8697, expected range: -40.3161 59.2265 |
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| AIREP WIND VECTOR DIFF (M/S) ACA855 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.2754, expected range: 0.0000 32.2312 |
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| AIREP WIND VECTOR DIFF (M/S) ACA857 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.4694, expected range: 0.0000 39.5089 |
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| prof | ||
| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : missing
4 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 0.0000 1106.4613 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 42339 PRESSURE LAYER 0-300 (HPA) : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=20.7243, expected range: -31.5825 63.5422 Severely_persistent: rms_fgdepar=20.7243, expected range: 0.0000 57.7033 Severely_persistent: avg_pge=0.8409, expected range: -0.8757 0.7500 |
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| LAND PILOT WIND VECTOR DIFF (M/S) 43063 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=19.9106, expected range: 0.0000 15.3664 Severe: avg_pge=0.8563, expected range: -0.7864 0.7500 |
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| synop | ||
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42177 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8706, expected range: -1.4813 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42935 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=57.0418, expected range: -61.2915 129.0300 Severely_persistent: rms_fgdepar=57.0418, expected range: 0.0000 129.0300 Severely_persistent: avg_pge=1.0000, expected range: -2.0875 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 72570 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8206, expected range: 0.7039 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48302 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=633.5457, expected range: -815.3956 1183.8500 Severely_persistent: rms_fgdepar=633.5457, expected range: -815.3956 1183.8500 Severely_persistent: avg_pge=0.8893, expected range: -1.3096 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 76773 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=822.6088, expected range: -928.2282 2268.7247 Severely_persistent: rms_fgdepar=822.6555, expected range: 0.0000 2264.0015 Severely_persistent: avg_pge=0.9063, expected range: -0.8083 0.7500 |
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| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 68353 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8158, expected range: 0.3772 0.7500 |
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| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 18208 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8126, expected range: 0.6828 0.7500 |
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| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 68619 : out of range
Severe: rms_fgdepar=357.2008, expected range: 0.0000 82.2918 |
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| AUTOMATIC LAND SYNOP RH2M (%) 68163 : out of range
Severe: rms_fgdepar=38.1009, expected range: 0.0000 19.1958 |
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| AUTOMATIC LAND SYNOP RH2M (%) 68619 : out of range
Severe: rms_fgdepar=40.3486, expected range: -8.0093 11.8806 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38413 : out of range
Severe: avg_pge=0.8148, expected range: -0.8843 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 76243 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8443, expected range: 0.0718 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 87548 : out of range
Severe: rms_fgdepar=327.3766, expected range: 0.0000 168.5054 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43309 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8495, expected range: -1.3252 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43149 : out of range
Severe: rms_fgdepar=593.1357, expected range: 0.0000 125.6219 |
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| MANUAL LAND SYNOP RH2M (%) 41764 : out of range
Severe: rms_fgdepar=41.0882, expected range: 0.0000 25.9722 Severe: avg_pge=0.9307, expected range: -0.0020 0.0092 |
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| MANUAL LAND SYNOP RH2M (%) 42855 : out of range
Severe: rms_fgdepar=40.8246, expected range: 0.0000 37.0954 Severe: avg_pge=0.9875, expected range: -0.0764 0.1011 |
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| MANUAL LAND SYNOP RH2M (%) 41785 : out of range
Severe: rms_fgdepar=38.5032, expected range: 0.0000 14.4015 |
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| MANUAL LAND SYNOP Z (M) 38725 : out of range
Severe: avg_pge=0.9861, expected range: -0.8345 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 24671 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8193, expected range: -0.9003 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71122 : out of range
Severe: avg_pge=0.8462, expected range: -0.2903 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48947 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8599, expected range: -1.1544 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 61820 : out of range
Severe: avg_pge=0.9967, expected range: -0.0515 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 72412 : out of range
Severe: avg_fgdepar=59.5311, expected range: -30.3242 49.3423 Severe: rms_fgdepar=59.5311, expected range: 0.0000 31.5521 Severe: avg_pge=0.8508, expected range: -0.0071 0.0156 |
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| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) : out of range
2 times in the last 10 days for at least one item Considerable: obs_number=100.0000, expected range: 190.8492 240.4008 Considerable: obs_number=53.0000, expected range: 66.2894 87.9606 Considerable: obs_number=94.0000, expected range: 112.8333 127.8333 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) : out of range
3 times in the last 10 days for at least one item Considerable: obs_number=66.0000, expected range: 83.0418 99.6249 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=576.0000, expected range: 631.5765 702.1735 |
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| ship | ||
| AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 44137 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8166, expected range: -0.4926 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3EVK3 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-567.8357, expected range: -1428.3259 945.8480 Severely_persistent: rms_fgdepar=579.5426, expected range: 0.0000 1327.9321 Severely_persistent: avg_pge=0.8357, expected range: -1.6642 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) D5ZQ6 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-605.0708, expected range: 492.4948 822.1575 Severely_persistent: rms_fgdepar=605.0708, expected range: 492.2084 822.5414 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) EUMDE12 : out of range
Severe: rms_fgdepar=316.2094, expected range: 0.0000 214.9629 Severe: avg_pge=0.8335, expected range: -0.5857 0.7007 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) OWFD2 : out of range
Severe: avg_fgdepar=510.4967, expected range: -554.2570 560.5923 Severe: rms_fgdepar=727.1497, expected range: 0.0000 642.3536 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3EBY2 : out of range
Severe: avg_fgdepar=-605.4172, expected range: -674.6151 678.4549 Severe: rms_fgdepar=605.4172, expected range: 0.0000 642.4185 Severe: avg_pge=0.8553, expected range: -1.2582 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) CKR759 : out of range
Severe: rms_fgdepar=459.7410, expected range: 0.0000 242.4439 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) FLSU : out of range
Severe: avg_fgdepar=553.0290, expected range: -142.6371 288.2508 Severe: rms_fgdepar=568.4391, expected range: 0.0000 399.3200 Severe: avg_pge=0.8184, expected range: -0.9561 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 9V3736 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=15.9854, expected range: 0.0000 11.4981 Severe: avg_pge=0.8286, expected range: -1.1012 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 9V8827 : out of range
Severe: avg_fgdepar=21.1340, expected range: -2.3320 7.4227 Severe: rms_fgdepar=21.1340, expected range: 0.0000 8.0674 Severe: avg_pge=0.9175, expected range: -0.7886 0.7500 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 1301760 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=731.7642, expected range: -360.2534 287.8679 Severely_persistent: rms_fgdepar=731.9510, expected range: -452.1008 654.8567 Severely_persistent: avg_pge=0.9224, expected range: -1.2078 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4301614 : out of range
22 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-660.3266, expected range: -1989.1110 1725.7509 Severely_persistent: rms_fgdepar=662.7336, expected range: 0.0000 1308.6765 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6203644 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=530.6973, expected range: -362.2038 460.7272 Severely_persistent: rms_fgdepar=530.6973, expected range: -510.8891 686.1457 Severely_persistent: avg_pge=0.8995, expected range: -1.5438 0.7500 |
 | |
| MOORED BUOYS SURFACE PRESSURE (PA) 6200083 : out of range
Severe: avg_fgdepar=-508.7725, expected range: -162.9647 159.0570 Severe: rms_fgdepar=516.9158, expected range: 0.0000 168.5271 Severe: avg_pge=0.8952, expected range: -0.4599 0.5725 |
 | |
| MOORED BUOYS SURFACE PRESSURE (PA) : out of range
Severe: rms_fgdepar=153.4823, expected range: 13.4071 75.8580 |
 | |
| metar | ||
| METAR SURFACE PRESSURE (PA) MMMA : out of range
Severe: rms_fgdepar=341.0782, expected range: 0.0000 148.6279 |
 | |
| METAR SURFACE PRESSURE (PA) OPSW : out of range
Severe: avg_fgdepar=-627.3476, expected range: -475.1236 579.5007 Severe: rms_fgdepar=629.4919, expected range: 0.0000 413.8020 Severe: avg_pge=0.8356, expected range: -0.7394 0.7500 |
 | |
| AUTOMATIC METAR SURFACE PRESSURE (PA) PALU : out of range
Severe: rms_fgdepar=309.4414, expected range: 0.0000 168.5046 |
 | |
| snow | ||
| AUTOMATIC LAND SYNOP SNOW (CM) 71743 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-62.7232, expected range: -61.6497 -57.9662 Severely_persistent: rms_fgdepar=62.7232, expected range: 57.9662 61.6497 |
 | |
| AUTOMATIC LAND SYNOP SNOW (CM) 71588 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-74.2547, expected range: -87.7672 -66.0896 Severely_persistent: rms_fgdepar=74.2547, expected range: 66.0896 87.7672 |
 | |
| BUFR LAND SYNOP SNOW (CM) _MI136C1 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-85.4603, expected range: -92.5158 -85.2317 |
||
| BUFR LAND SYNOP SNOW (CM) _MI136C1 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=85.4657, expected range: 85.2349 92.5261 |
||
| BUFR LAND SYNOP SNOW (CM) _MI13B42 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-62.4037, expected range: -68.2418 -60.9613 |
||
| BUFR LAND SYNOP SNOW (CM) _MI13B42 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=62.4665, expected range: 60.9869 68.2428 |
||
| BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-57.3439, expected range: -62.2711 -55.8431 |
||
| BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=57.3462, expected range: 55.8451 62.2722 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-77.0367, expected range: -86.5207 -74.8036 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=77.0416, expected range: 74.7992 86.5556 |
||
| BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-75.5161, expected range: -80.4469 -74.1664 |
||
| BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
36 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=75.5183, expected range: 74.1678 80.4494 |
||
| BUFR LAND SYNOP SNOW (CM) _MI18EB4 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-90.1694, expected range: -97.5716 -78.1659 |
||
| BUFR LAND SYNOP SNOW (CM) _MI18EB4 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=90.1749, expected range: 78.1679 97.5847 |
||
| BUFR LAND SYNOP SNOW (CM) _MI17425 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-70.3322, expected range: -76.2199 -66.8809 |
||
| BUFR LAND SYNOP SNOW (CM) _MI17425 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=70.3352, expected range: 66.8828 76.2290 |
||
| BUFR LAND SYNOP SNOW (CM) _MI11375 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-60.1012, expected range: -64.1714 -57.4590 |
||
| BUFR LAND SYNOP SNOW (CM) _MI11375 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=60.1254, expected range: 57.4505 64.1998 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-80.5814, expected range: -95.7474 -77.2044 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=80.5843, expected range: 77.2107 95.7516 |
||
| BUFR LAND SYNOP SNOW (CM) 01008 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-71.1270, expected range: -75.3439 -48.4575 Severely_persistent: rms_fgdepar=71.1367, expected range: 48.4630 75.3407 |
 | |
| BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=53.6675, expected range: 50.9144 58.9862 |
||
| BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=53.6746, expected range: 50.9284 58.9812 |
||
| BUFR LAND SYNOP SNOW (CM) _MI11058 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-69.4717, expected range: -73.6285 -67.8495 |
||
| BUFR LAND SYNOP SNOW (CM) _MI11058 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=69.4772, expected range: 67.8536 73.6378 |
||
| BUFR LAND SYNOP SNOW (CM) _MI15619 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=61.1136, expected range: 28.1349 64.6736 |
||
| BUFR LAND SYNOP SNOW (CM) _MI15619 : out of range
16 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=61.2452, expected range: 28.1440 64.6848 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-62.8036, expected range: -66.1622 -55.8843 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=62.8206, expected range: 55.8842 66.1626 |
||
| BUFR LAND SYNOP SNOW (CM) _MI14D1B : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-67.2974, expected range: -79.6609 -64.0451 |
||
| BUFR LAND SYNOP SNOW (CM) _MI14D1B : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=67.2984, expected range: 64.0485 79.6616 |
||
| BUFR LAND SYNOP SNOW (CM) _MI190AB : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-55.9624, expected range: -63.1667 -54.9230 |
||
| BUFR LAND SYNOP SNOW (CM) _MI190AB : out of range
34 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=55.9703, expected range: 54.9328 63.1621 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-76.7767, expected range: -86.5626 -75.1830 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=76.7804, expected range: 75.1850 86.5700 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BB4C : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-54.1590, expected range: -68.6529 -52.0504 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BB4C : out of range
32 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=54.1663, expected range: 52.0528 68.6632 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-77.2760, expected range: -84.9803 -75.6030 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=77.2795, expected range: 75.6758 85.3703 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1D8AE : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-75.3226, expected range: -82.8422 -74.3996 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1D8AE : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=75.3448, expected range: 74.4014 82.8491 |
||
| BUFR LAND SYNOP SNOW (CM) _MI13CBF : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-68.9805, expected range: -80.0599 -66.6315 |
||
| BUFR LAND SYNOP SNOW (CM) _MI13CBF : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=68.9839, expected range: 66.6316 80.0770 |
||
| BUFR LAND SYNOP SNOW (CM) 47058 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=93.1911, expected range: 87.8548 95.6454 Severe: rms_fgdepar=93.1912, expected range: 87.8547 95.6455 |
 | |
| t2m | ||
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.5185, expected range: -15.8293 -6.1818 Severely_persistent: rms_fgdepar=13.1790, expected range: 6.4501 15.8318 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24790 : out of range
30 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.8157, expected range: -22.9693 0.3327 Severely_persistent: rms_fgdepar=12.8161, expected range: 0.0000 23.0281 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24361 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.5633, expected range: -16.5195 0.8020 Severely_persistent: rms_fgdepar=13.5633, expected range: 0.0000 16.5195 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 30372 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.3135, expected range: -18.6815 -1.2198 Severely_persistent: rms_fgdepar=15.3566, expected range: 1.8032 18.6093 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 44224 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.6191, expected range: -18.3045 -5.6569 Severely_persistent: rms_fgdepar=12.7799, expected range: 5.8542 18.3678 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.4068, expected range: -22.7588 -7.0374 Severely_persistent: rms_fgdepar=13.4292, expected range: 7.4453 22.5205 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24525 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-17.1382, expected range: -14.4296 3.2242 Severely_persistent: rms_fgdepar=17.1483, expected range: 0.0000 14.0359 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25707 : out of range
25 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.9082, expected range: -24.3508 3.3827 Severely_persistent: rms_fgdepar=14.9222, expected range: 0.0000 23.5406 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24477 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.1154, expected range: -18.6952 -0.4627 Severely_persistent: rms_fgdepar=13.1315, expected range: 0.6125 18.7803 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24898 : out of range
23 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.0588, expected range: -27.5716 6.2348 Severely_persistent: rms_fgdepar=14.0777, expected range: 0.0000 27.4953 |
 | |
| METAR 2M TEMPERATURE (K) LTCB : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=18.3128, expected range: 6.1258 21.0746 Severely_persistent: rms_fgdepar=18.3574, expected range: 6.2290 21.2419 |
 | |
| METAR 2M TEMPERATURE (K) LTCW : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.6913, expected range: -13.9446 10.8611 Severely_persistent: rms_fgdepar=13.7163, expected range: 0.0000 13.6656 |
 | |
| LAND TEMP 2M TEMPERATURE (K) 30372 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.9244, expected range: -19.4753 -2.2017 Severely_persistent: rms_fgdepar=13.9244, expected range: 2.2017 19.4753 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 24790 : out of range
29 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.8495, expected range: -23.0217 0.4005 Severely_persistent: rms_fgdepar=12.8498, expected range: 0.0000 23.0774 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 24361 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.6094, expected range: -16.5716 0.8397 Severely_persistent: rms_fgdepar=13.6094, expected range: 0.0000 16.5716 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 04112 : out of range
22 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.1228, expected range: -17.4082 -8.0624 Severely_persistent: rms_fgdepar=13.2089, expected range: 8.2003 17.6791 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.5685, expected range: -15.8793 -6.2318 Severely_persistent: rms_fgdepar=13.2265, expected range: 6.4987 15.8819 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 30372 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.3567, expected range: -18.7635 -1.2865 Severely_persistent: rms_fgdepar=15.3998, expected range: 1.8852 18.6829 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 44224 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.6691, expected range: -18.3545 -5.7069 Severely_persistent: rms_fgdepar=12.8293, expected range: 5.9033 18.4176 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.4454, expected range: -22.8227 -7.0581 Severely_persistent: rms_fgdepar=13.4681, expected range: 7.4645 22.5854 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 24525 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-17.1936, expected range: -14.4752 3.1730 Severely_persistent: rms_fgdepar=17.2036, expected range: 0.0000 14.1068 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
30 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.1268, expected range: -20.2916 -7.1726 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
30 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=15.1709, expected range: 8.7898 19.8627 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) 25707 : out of range
24 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.9752, expected range: -24.3732 3.3379 Severely_persistent: rms_fgdepar=14.9892, expected range: 0.0000 23.5925 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
23 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.4271, expected range: -17.3049 -7.9089 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
23 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.5091, expected range: 8.6463 17.3916 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) 24477 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.1654, expected range: -18.7452 -0.5127 Severely_persistent: rms_fgdepar=13.1814, expected range: 0.6613 18.8302 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 24898 : out of range
22 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.1376, expected range: -27.6097 6.0982 Severely_persistent: rms_fgdepar=14.1566, expected range: 0.0000 27.5487 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AFE9 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.2110, expected range: -18.3062 -4.6078 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AFE9 : out of range
15 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=14.2506, expected range: 4.9319 19.0405 |
||
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71717 : out of range
Severe: rms_fgdepar=11.0247, expected range: 0.0000 4.0777 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) : out of range
4 times in the last 10 days for at least one item Severe: avg_lsm=0.7000, expected range: 0.7690 0.8319 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25703 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.0068, expected range: -20.7790 12.0304 Severe: rms_fgdepar=12.0089, expected range: 2.0867 12.1542 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 48034 : out of range
Severe: avg_fgdepar=15.1238, expected range: -3.6662 9.0836 Severe: rms_fgdepar=15.1238, expected range: 1.3953 6.1741 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 28775 : out of range
Severe: rms_fgdepar=11.0234, expected range: 0.0000 6.2948 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 72506 : out of range
Severe: avg_fgdepar=12.9969, expected range: -2.7174 12.3645 Severe: rms_fgdepar=12.9969, expected range: 0.0000 12.3645 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24606 : out of range
Severe: avg_fgdepar=-12.5145, expected range: -12.6338 7.3717 Severe: rms_fgdepar=12.5216, expected range: 0.0000 12.1100 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36566 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.2218, expected range: -20.1547 12.0798 Severe: rms_fgdepar=12.2363, expected range: 0.0000 17.6091 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 28766 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.4955, expected range: -7.0171 2.5093 Severe: rms_fgdepar=12.5147, expected range: 0.0000 7.0601 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-15.4617, expected range: -19.4717 6.9133 Severe: rms_fgdepar=15.4953, expected range: 0.0000 18.0515 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24817 : out of range
Severe: avg_fgdepar=-12.0754, expected range: -9.6692 6.0944 Severe: rms_fgdepar=12.1612, expected range: 0.0000 8.8939 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24737 : out of range
Severe: avg_fgdepar=-14.9282, expected range: -9.2907 -1.9925 Severe: rms_fgdepar=14.9531, expected range: 1.8665 10.0543 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 30028 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.5352, expected range: -14.9908 7.2020 Severe: rms_fgdepar=13.6118, expected range: 0.0000 14.1885 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36428 : out of range
Severe: avg_fgdepar=-12.8041, expected range: -16.0298 5.2328 Severe: rms_fgdepar=12.9198, expected range: 0.0000 15.4314 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24538 : out of range
Severe: avg_fgdepar=-13.0960, expected range: -12.4102 6.0391 Severe: rms_fgdepar=13.1119, expected range: 0.0000 12.2664 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25248 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.7749, expected range: -11.9220 -1.4751 Severe: rms_fgdepar=12.8139, expected range: 1.6226 11.9209 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36358 : out of range
Severe: rms_fgdepar=10.7449, expected range: 0.0000 5.8299 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 29068 : out of range
Severe: avg_fgdepar=-14.5320, expected range: -7.5225 4.3616 Severe: rms_fgdepar=14.5778, expected range: 0.0000 8.5907 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36078 : out of range
Severe: avg_fgdepar=-12.0972, expected range: -9.5950 0.6784 Severe: rms_fgdepar=12.2344, expected range: 0.0000 10.4199 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24329 : out of range
Severe: avg_fgdepar=-16.7750, expected range: -15.4939 4.7307 Severe: rms_fgdepar=16.7972, expected range: 0.0000 14.6757 |
 | |
| METAR 2M TEMPERATURE (K) KGTB : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=16.7253, expected range: -5.0542 5.2642 Severe: rms_fgdepar=16.7253, expected range: 0.0000 6.7636 |
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| METAR 2M TEMPERATURE (K) OPKL : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=12.4114, expected range: -0.8601 13.0060 Severe: rms_fgdepar=12.4626, expected range: 0.0000 13.1892 |
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| METAR 2M TEMPERATURE (K) USSS : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=13.2408, expected range: 0.0640 4.6816 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 25703 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.0208, expected range: -20.7139 12.0511 Severe: rms_fgdepar=12.0230, expected range: 2.0607 12.1143 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 48034 : out of range
Severe: avg_fgdepar=15.0738, expected range: -3.7162 9.0336 Severe: rms_fgdepar=15.0738, expected range: 1.4093 6.1022 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 24606 : out of range
Severe: avg_fgdepar=-12.6138, expected range: -12.7048 7.3264 Severe: rms_fgdepar=12.6210, expected range: 0.0000 12.1820 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36566 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.2718, expected range: -20.2047 12.0298 Severe: rms_fgdepar=12.2862, expected range: 0.0000 17.7059 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 28766 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.5777, expected range: -7.1030 2.4968 Severe: rms_fgdepar=12.5982, expected range: 0.0000 7.1379 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-15.5117, expected range: -19.2055 6.6650 Severe: rms_fgdepar=15.5452, expected range: 0.0000 17.7967 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 24817 : out of range
Severe: avg_fgdepar=-12.1278, expected range: -9.7341 6.0501 Severe: rms_fgdepar=12.2133, expected range: 0.0000 8.9731 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 24737 : out of range
Severe: avg_fgdepar=-14.9823, expected range: -9.3544 -2.0286 Severe: rms_fgdepar=15.0071, expected range: 1.9069 10.1085 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 30028 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.5908, expected range: -14.9972 7.1404 Severe: rms_fgdepar=13.6682, expected range: 0.0000 14.2094 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36428 : out of range
Severe: avg_fgdepar=-12.8602, expected range: -16.0297 5.1490 Severe: rms_fgdepar=12.9756, expected range: 0.0000 15.4964 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 24538 : out of range
Severe: avg_fgdepar=-13.1441, expected range: -12.4657 6.0445 Severe: rms_fgdepar=13.1599, expected range: 0.0000 12.3397 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 25248 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.8246, expected range: -11.9801 -1.4406 Severe: rms_fgdepar=12.8634, expected range: 1.5911 11.9786 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 29068 : out of range
Severe: avg_fgdepar=-14.5806, expected range: -7.5210 4.2835 Severe: rms_fgdepar=14.6262, expected range: 0.0000 8.6316 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36078 : out of range
Severe: avg_fgdepar=-12.1680, expected range: -9.6014 0.7057 Severe: rms_fgdepar=12.3043, expected range: 0.0000 10.4376 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 24329 : out of range
Severe: avg_fgdepar=-16.8179, expected range: -15.5366 4.6938 Severe: rms_fgdepar=16.8401, expected range: 0.0000 14.7308 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
2 times in the last 10 days for at least one item Severe: obs_number=474.0000, expected range: 238.0178 246.4033 Severe: obs_number=240.0000, expected range: 121.2531 129.4528 Severe: obs_number=506.0000, expected range: 266.8042 276.0380 Severe: obs_number=364.0000, expected range: 183.7900 188.4005 Severe: obs_number=152.0000, expected range: 78.5329 81.0460 Severe: obs_number=318.0000, expected range: 268.0400 275.4045 Considerable: obs_number=1026.0000, expected range: 1326.3726 1471.0392 Considerable: obs_number=99.0000, expected range: 51.0000 51.0000 |
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| rh2m | ||
| BUFR LAND SYNOP RH2M (%) : out of range
1 times in the last 10 days for at least one item Severe: obs_number=472.0000, expected range: 234.0040 249.0436 Severe: obs_number=479.0000, expected range: 237.8830 259.6170 Severe: obs_number=398.0000, expected range: 197.9001 218.6999 Severe: obs_number=514.0000, expected range: 264.9483 281.3675 Severe: obs_number=505.0000, expected range: 262.3027 279.9078 Severe: obs_number=362.0000, expected range: 182.7799 188.5534 Severe: obs_number=405.0000, expected range: 201.2129 229.2871 Severe: obs_number=150.0000, expected range: 75.6647 83.3880 Severe: obs_number=500.0000, expected range: 310.6164 341.8836 Considerable: obs_number=931.0000, expected range: 1157.8597 1389.7874 Considerable: obs_number=318.0000, expected range: 277.8789 300.2322 |
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| AUTOMATIC LAND SYNOP RH2M (%) : out of range
4 times in the last 10 days for at least one item Considerable: obs_number=75.0000, expected range: 154.4663 239.0631 |
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