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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-12-05 12:00
| amsua | ||
| NOAA-18 AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
7 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.7024, expected range: 0.5450 0.6347 |
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| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
8 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.7061, expected range: 0.5325 0.6249 |
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| AMSUA Pacific RARS | ||
| All NOAA-18 AMSUA ALL SKY CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 725.61 803.39 |
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| All NOAA-19 AMSUA ALL SKY CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 229.12 1497.39 |
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| atms | ||
| NOAA20 ATMS RADIANCES CHANNEL 10 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5261, expected range: -0.6760 -0.6282 |
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| gpsro | ||
| TANDEM-X GPSRO RISING HEIGHT 22-24 KM : out of range
Slight: stdev_norm_fgdepar=1.3337, expected range: 0.7376 1.2090 |
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| Atmospheric Motion Vector | ||
| All HIMAWARI-8 AMV CLOUDY WV3 ALL LAYERS Global : all data missing
Severely_persistent: obs_number=0, expected range: 256.69 867.14 |
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| AQUA MODIS CLOUDY WV WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HP : out of range
5 times in the last 10 days for at least one item Slight: stdev_press=54.0264, expected range: 22.4151 42.7947 |
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| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 25703 PRESSURE LAYER 900-1200 (HPA) : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-9.2156, expected range: -16.7886 13.2181 Severely_persistent: rms_fgdepar=9.2527, expected range: 0.0000 15.2255 Severely_persistent: avg_pge=0.9096, expected range: -0.9628 0.7500 |
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| All HIGH RESO SEA TEMP ALL LAYERS Tropics : all data missing
Severely_persistent: obs_number=0, expected range: 41.19 149.31 |
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| All HIGH RESO SEA TEMP ALL LAYERS Alantic Tropical are : all data missing
Severely_persistent: obs_number=0, expected range: 41.19 149.31 |
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| LAND TEMP TEMPERATURE (K) 24959 PRESSURE LAYER 900-1200 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=7.5136, expected range: 0.0000 4.9732 Severe: avg_pge=0.8745, expected range: -0.4856 0.7500 |
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| LAND TEMP Q (G/KG) 68592 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=5.5357, expected range: 0.0000 2.3786 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 57461 PRESSURE LAYER 0-300 : out of range
Severe: avg_fgdepar=21.6587, expected range: 1.2396 4.3321 Severe: avg_pge=0.8491, expected range: -0.1990 0.2433 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 57461 (2 pressure layers af : out of range
Severe: rms_fgdepar=21.9438, expected range: 1.2862 4.9538 |
| |
| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 66 : all data missing
Severe: obs_number=0, expected range: 51.83 238.57 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 82 : all data missing
Severe: obs_number=0, expected range: 60.57 137.18 |
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| amdar | ||
| AMDAR WIND VECTOR DIFF (M/S) AEA026 PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=26.0047, expected range: -19.1656 42.5020 Severe: rms_fgdepar=26.0847, expected range: 0.0000 42.8719 Severe: avg_pge=0.8795, expected range: -1.6191 0.7500 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) EU0530 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=18.3281, expected range: 0.0000 8.2253 |
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| ADS-C WIND VECTOR DIFF (M/S) F4JJIIZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=27.8901, expected range: 0.0000 6.7978 |
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| ADS-C WIND VECTOR DIFF (M/S) U2VTZDBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.4501, expected range: 0.0000 36.0240 |
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| ADS-C WIND VECTOR DIFF (M/S) VVL02PZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.7841, expected range: 0.0000 8.4152 |
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| ADS-C WIND VECTOR DIFF (M/S) XCGI5AJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.8977, expected range: 0.0000 17.2969 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) AAL35 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.5142, expected range: 0.0000 12.3347 |
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| AIREP WIND VECTOR DIFF (M/S) AAL72 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.8363, expected range: 0.0000 18.6642 |
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| AIREP WIND VECTOR DIFF (M/S) AMX025 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=22.1547, expected range: 0.0000 13.0831 |
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| AIREP WIND VECTOR DIFF (M/S) SVA845 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=20.8077, expected range: 0.0000 14.3819 |
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| AIREP WIND VECTOR DIFF (M/S) UAL26 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=21.6353, expected range: 0.0000 14.3266 |
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| AIREP WIND VECTOR DIFF (M/S) UAL417 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=22.5357, expected range: 0.0000 15.3708 |
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| AIREP WIND VECTOR DIFF (M/S) UAL60 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=16.9204, expected range: 0.0000 8.3875 |
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| synop | ||
| BUFR LAND SYNOP RH2M (%) 68408 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-50.9183, expected range: -140.9640 98.4454 Severely_persistent: rms_fgdepar=51.0241, expected range: -92.1582 137.1396 Severely_persistent: avg_pge=0.9971, expected range: -2.0492 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 24585 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=553.2853, expected range: -392.4456 1084.2115 Severely_persistent: rms_fgdepar=553.3817, expected range: 0.0000 1053.4472 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 81797 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=591.3062, expected range: 467.5431 740.1649 Severely_persistent: rms_fgdepar=591.3963, expected range: 467.8480 740.7221 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 84825 : out of range
26 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-531.1581, expected range: -608.5847 -417.0854 Severely_persistent: rms_fgdepar=531.3340, expected range: 416.8098 611.6727 |
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| AUTOMATIC LAND SYNOP RH2M (%) 17825 : out of range
Severe: rms_fgdepar=46.2217, expected range: 0.0000 25.2304 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38178 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8575, expected range: -0.9741 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 47050 : out of range
Severe: avg_pge=0.8030, expected range: -0.8474 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62062 : out of range
Severe: rms_fgdepar=558.7255, expected range: 0.0000 157.3588 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 68140 : out of range
Severe: rms_fgdepar=562.1102, expected range: 0.0000 245.7822 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83998 : out of range
Severe: rms_fgdepar=414.9642, expected range: 0.0000 141.6759 Severe: avg_pge=0.8658, expected range: -0.3028 0.3670 |
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| BUFR LAND SYNOP RH2M (%) 42771 : out of range
Severe: avg_pge=0.9002, expected range: -1.4579 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 01013 : out of range
Severe: rms_fgdepar=408.8529, expected range: 0.0000 224.7656 Severe: avg_pge=0.8446, expected range: -0.8379 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 30089 : out of range
Severe: rms_fgdepar=627.7965, expected range: 0.0000 461.1753 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 31300 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=604.0453, expected range: -704.5178 509.6718 Severe: rms_fgdepar=783.3876, expected range: -549.7832 804.6142 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 42447 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=498.6312, expected range: 0.0000 226.8916 Severe: avg_pge=0.8934, expected range: -0.1428 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 60177 : out of range
Severe: rms_fgdepar=349.1426, expected range: 0.0000 288.7263 Severe: avg_pge=0.8298, expected range: -0.5301 0.7500 |
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| ship | ||
| AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 46004 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8485, expected range: -1.0633 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) WDD2876 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=20.2105, expected range: -22.4592 53.4617 Severely_persistent: rms_fgdepar=20.2105, expected range: 0.0000 53.4487 Severely_persistent: avg_pge=0.9206, expected range: 0.2752 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6BQ8 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-855.4361, expected range: -1731.5375 1407.6626 Severely_persistent: rms_fgdepar=855.4361, expected range: -1212.1876 1759.7991 Severely_persistent: avg_pge=0.8968, expected range: -1.4146 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 3FFG7 : out of range
Severe: rms_fgdepar=19.2578, expected range: 0.0000 7.0410 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 7JLQ : out of range
Severe: rms_fgdepar=17.5214, expected range: 0.0000 7.1952 Severe: avg_pge=0.8902, expected range: -0.8804 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 7JQF : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-511.3842, expected range: -824.4253 -236.4875 Severe: rms_fgdepar=511.3842, expected range: 238.0445 823.3610 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA5714 : out of range
Severe: rms_fgdepar=709.2186, expected range: 0.0000 130.7028 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VGPY : out of range
Severe: rms_fgdepar=772.9535, expected range: 0.0000 1566.2938 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRIC6 : out of range
Severe: avg_pge=0.8038, expected range: -0.6183 0.7500 |
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| buoy | ||
| MOORED BUOYS WIND VECTOR DIFF (M/S) 4600004 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8895, expected range: -0.8196 0.7500 |
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| MOORED BUOYS SURFACE PRESSURE (PA) 2200185 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8919, expected range: -1.1508 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 2101836 : out of range
23 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=541.1404, expected range: -1449.8553 1537.0401 Severely_persistent: rms_fgdepar=585.9528, expected range: 0.0000 1097.9733 Severely_persistent: avg_pge=0.8800, expected range: -0.2669 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6203640 : out of range
15 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=534.8732, expected range: -886.5184 1313.3913 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 1301603 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=319.9471, expected range: 0.0000 90.7350 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4401563 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=424.0875, expected range: 6.6299 112.8243 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4602593 : out of range
Severe: rms_fgdepar=414.5637, expected range: 0.0000 95.8702 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6203607 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=495.5158, expected range: 0.0000 68.5536 Severe: avg_pge=0.8872, expected range: -0.0281 0.0316 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) FWCL : out of range
Severe: avg_fgdepar=639.6763, expected range: -274.1707 363.6041 Severe: rms_fgdepar=639.6763, expected range: 0.0000 317.7009 Severe: avg_pge=0.8193, expected range: -0.2290 0.2789 |
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| snow | ||
| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-807.2147, expected range: -829.3757 -748.9184 Severely_persistent: rms_fgdepar=807.2162, expected range: 749.0702 829.3700 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-71.9200, expected range: -102.0406 -75.5850 Severely_persistent: rms_fgdepar=71.9536, expected range: 75.5948 102.0447 |
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| BUFR LAND SYNOP SNOW (CM) _MI1FB9B : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=62.2459, expected range: 8.3761 34.4913 Severely_persistent: rms_fgdepar=62.2652, expected range: 8.2177 34.7293 |
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| t2m | ||
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.4389, expected range: -17.5913 -10.3043 Severely_persistent: rms_fgdepar=13.6693, expected range: 10.4932 17.6932 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25808 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.3219, expected range: -23.7757 16.8855 Severely_persistent: rms_fgdepar=15.3558, expected range: 0.0000 20.3971 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25904 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.4681, expected range: -19.7823 15.3609 Severely_persistent: rms_fgdepar=16.4762, expected range: 0.0000 15.1574 |
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| METAR 2M TEMPERATURE (K) CYDB : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-17.3092, expected range: -17.2430 12.9792 Severely_persistent: rms_fgdepar=17.3205, expected range: 0.0000 15.2877 |
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| METAR 2M TEMPERATURE (K) VYNT : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=12.1542, expected range: 2.6490 17.2161 Severely_persistent: rms_fgdepar=12.3266, expected range: 3.7993 16.7504 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 25808 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.4078, expected range: -23.5271 16.6051 Severely_persistent: rms_fgdepar=15.4416, expected range: 0.0000 20.1864 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 25904 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.5181, expected range: -19.8323 15.3109 Severely_persistent: rms_fgdepar=16.5261, expected range: 0.0000 15.2561 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 80010 : out of range
8 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.9154, expected range: 5.8427 19.0062 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.4719, expected range: -17.7465 -10.3465 Severely_persistent: rms_fgdepar=13.7039, expected range: 10.5205 17.8575 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _1701F9F : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-17.6081, expected range: -26.8474 33.2481 Severely_persistent: rms_fgdepar=17.6081, expected range: 0.0000 25.7959 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1D581 : out of range
22 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.5808, expected range: -18.8520 -7.1967 Severely_persistent: rms_fgdepar=14.7335, expected range: 7.1421 19.0858 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71001 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-17.1653, expected range: -16.1600 11.3484 Severe: rms_fgdepar=17.1688, expected range: 0.0000 14.1727 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71195 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-17.1197, expected range: -16.3496 11.2793 Severe: rms_fgdepar=17.1290, expected range: 0.0000 14.3343 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 72464 : out of range
Severe: avg_fgdepar=-13.1316, expected range: -9.0806 8.0252 Severe: rms_fgdepar=13.1316, expected range: 0.0000 8.0913 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=12.0179, expected range: 0.0000 16.5455 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 35777 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.2530, expected range: -11.4857 6.9672 Severe: rms_fgdepar=13.4953, expected range: 0.0000 10.5536 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36639 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-14.4441, expected range: -15.6058 6.6091 Severe: rms_fgdepar=14.4507, expected range: 0.0000 16.2096 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 63962 : out of range
Severe: rms_fgdepar=10.0866, expected range: 0.0000 3.3722 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 67477 : out of range
Severe: rms_fgdepar=10.1844, expected range: 0.0000 4.8687 |
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| METAR 2M TEMPERATURE (K) KTLH : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.4893, expected range: -17.1319 -5.5764 Severe: rms_fgdepar=13.4893, expected range: 5.5815 17.1343 |
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| METAR 2M TEMPERATURE (K) UHMM : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-14.8988, expected range: -19.1587 19.3169 Severe: rms_fgdepar=14.9123, expected range: 0.0000 19.2239 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=12.0810, expected range: 0.0000 16.6551 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 35777 : out of range
Severe: avg_fgdepar=-13.3030, expected range: -11.5357 6.9172 Severe: rms_fgdepar=13.5445, expected range: 0.0000 10.6036 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36639 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-14.3607, expected range: -15.5330 6.4972 Severe: rms_fgdepar=14.3676, expected range: 0.0000 16.1510 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 71001 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-16.9431, expected range: -16.1551 11.4962 Severe: rms_fgdepar=16.9533, expected range: 0.0000 14.1095 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 71195 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-17.0647, expected range: -16.4012 11.4813 Severe: rms_fgdepar=17.0733, expected range: 0.0000 14.3966 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _170E863 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.2993, expected range: -25.0116 24.3092 Severe: rms_fgdepar=12.5732, expected range: 0.0000 19.9067 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI176D9 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=17.9503, expected range: -4.5339 34.4172 Severe: rms_fgdepar=18.0183, expected range: 0.0728 30.8400 |
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| rh2m | ||
| AUTOMATIC LAND SYNOP RH2M (%) 11976 : out of range
Severe: rms_fgdepar=32.7556, expected range: 0.0000 13.5600 |
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| AUTOMATIC LAND SYNOP RH2M (%) 71506 : out of range
Severe: rms_fgdepar=38.9823, expected range: 0.0000 21.9574 |
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| MANUAL LAND SYNOP RH2M (%) 62012 : out of range
Severe: rms_fgdepar=34.5501, expected range: 0.0000 18.8668 |
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| BUFR LAND SYNOP RH2M (%) 71506 : out of range
Severe: rms_fgdepar=38.8169, expected range: 0.0000 21.3625 |
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