Operational Data Checking
An automatic data checking system has been implemented at ECMWF to trigger warnings in case of anomalies affecting the quality or the availability of the data assimilated by the model. Selected statistical parameters (number of observations, bias correction, and mean bias-corrected background, analysis departures and probability of gross error) are checked against an expected range. An appropriate alert message (including a time series plot) is generated if statistics are outside the specified ranges. A severity level (slight, considerable, severe) is assigned to each message depending on how far statistics are from the expected values. Two kinds of ranges are used by the automatic checking: Soft and Hard limits. Soft limits are updated automatically using statistics from the last twenty days (extremes are excluded during this process). Hard limits are adjusted manually when required.
Currently, the automatic checking is limited to data passing through the minimisation process (including VarBC passive data). It's being applied twice a day to the delayed cut-off 4D-VAR cycles (00 and 12) and four times a day to the early delivery assimilation system (00,06,12 and 18).
The alarm system results are based on feedback information from the ECMWF data assimilation and consequently reflect the ECMWF data usage. Although most warnings are related to data problems, they may on occasion also be related to model issues. Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice. ECMWF accepts no responsibility for actions taken on the basis of these results.
Delayed cut-off 4DVAR at 2021-01-07 12:00
| amsua | ||
| All AQUA AMSUA ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 8540.90 10745.77 |
||
| airs | ||
| All AQUA AIRS ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 6342.41 21176.98 |
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| mhs | ||
| METOP-A MHS ALLSKY RADIANCES CHANNEL 3 : out of range
30 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.3461, expected range: 0.1180 0.1500 |
 | |
| METOP-A MHS ALLSKY RADIANCES CHANNEL 4 : out of range
28 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.3180, expected range: 0.1124 0.1765 |
 | |
| gpsro | ||
| All COSMIC-6 GPSRO SETTING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 0.00 1254.21 |
||
| Atmospheric Motion Vector | ||
| GOES-17 AMV CLOUDY WV3 WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HP : out of range
Considerable: obs_number=938.0000, expected range: 561.5397 762.7103 |
 | |
| METEOSAT-11 AMV CLOUDY WV1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 : out of range
Slight: stdev_press=43.9082, expected range: 36.0205 41.1662 |
 | |
| resat | ||
| METOP-B GOME-2 OZONE, TOP PRESSURE LAYER 12-13 (HPA) : out of range
Severe: obs_number=30972.0000, expected range: 51812.1503 58207.0262 |
 | |
| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 24266 PRESSURE LAYER 900-1200 (HPA) : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8958, expected range: -1.0402 0.7500 |
 | |
| HIGH RESO LAND TEMP TEMPERATURE (K) 51463 PRESSURE LAYER 900-1200 (HPA : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8531, expected range: -1.3309 0.7500 |
 | |
| LAND TEMP TEMPERATURE (K) 61291 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=19.2388, expected range: -0.6432 0.6856 Severe: rms_fgdepar=19.2388, expected range: 0.0000 2.5436 Severe: avg_pge=0.9046, expected range: -0.0479 0.0623 |
 | |
| LAND TEMP TEMPERATURE (K) 29231 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=7.2779, expected range: 0.0000 5.7244 Severe: avg_pge=0.8148, expected range: -0.6230 0.7500 |
 | |
| LAND TEMP WIND VECTOR DIFF (M/S) 61291 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=21.7936, expected range: 1.6060 5.8581 |
 | |
| LAND TEMP WIND VECTOR DIFF (M/S) 31873 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_fgdepar=25.5381, expected range: -1.0220 7.3861 Severe: rms_fgdepar=25.5381, expected range: 0.0000 9.5532 Severe: avg_pge=0.9113, expected range: -0.4506 0.7500 |
 | |
| LAND TEMP Q (G/KG) 65578 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=4.0586, expected range: 0.1359 2.0424 |
 | |
| HIGH RESO LAND TEMP TEMPERATURE (K) 72235 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=7.0539, expected range: 0.0000 2.5446 |
 | |
| HIGH RESO LAND TEMP TEMPERATURE (K) (2 pressure layers affected) : out of range
Severe: obs_number=362.0000, expected range: 443.8453 458.9047 |
 | |
| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 57447 PRESSURE LAYER 300-60 : out of range
Severe: avg_fgdepar=21.5436, expected range: -4.2872 13.2900 Severe: rms_fgdepar=21.9021, expected range: 0.0000 15.8586 Severe: avg_pge=0.8547, expected range: -0.5603 0.7500 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) 78897 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=2.5707, expected range: 1.0141 1.8934 |
 | |
| All HIGH RESO SEA TEMP ALL LAYERS Tropics : all data missing
Severe: obs_number=0, expected range: 87.17 208.33 |
||
| All HIGH RESO SEA TEMP ALL LAYERS Alantic Tropical are : all data missing
Severe: obs_number=0, expected range: 87.17 208.33 |
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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=320.0000, expected range: 127.5862 188.1638 |
 | |
| amdar | ||
| AMDAR WIND VECTOR DIFF (M/S) CNFKQP (2 pressure layers affected) : out of range
6 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=21.5807, expected range: 0.0000 41.8132 |
 | |
| AMDAR WIND VECTOR DIFF (M/S) CNFKQP PRESSURE LAYER 600-900 (HPA) : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=26.8865, expected range: -4.3831 36.8305 |
 | |
| All ADS-C ALL LAYERS North Atlantic : all data missing
Severe: obs_number=0, expected range: 2409.99 6840.71 |
||
| All ADS-C ALL LAYERS North West Pacific : all data missing
Severe: obs_number=0, expected range: 1403.95 5441.58 |
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| All ADS-C ALL LAYERS North East Pacific : all data missing
Severe: obs_number=0, expected range: 1594.83 3328.82 |
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| All ADS-C ALL LAYERS South West Pacific : all data missing
Severe: obs_number=0, expected range: 26.17 290.48 |
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| All ADS-C ALL LAYERS South Est Pacific : all data missing
Severe: obs_number=0, expected range: 295.71 684.88 |
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| All ADS-C ALL LAYERS Indian Ocean : all data missing
Severe: obs_number=0, expected range: 368.18 1026.64 |
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| All ADS-C ALL LAYERS Global : all data missing
Severe: obs_number=0, expected range: 8576.72 16166.45 |
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| All ADS-C ALL LAYERS Tropics : all data missing
Severe: obs_number=0, expected range: 1254.69 2716.13 |
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| All ADS-C ALL LAYERS Alantic Tropical are : all data missing
Severe: obs_number=0, expected range: 0.00 943.28 |
||
| All ADS-C ALL LAYERS West pacific Tropica : all data missing
Severe: obs_number=0, expected range: 53.76 790.04 |
||
| All ADS-C ALL LAYERS East pacific Tropica : all data missing
Severe: obs_number=0, expected range: 232.75 1492.66 |
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| All ADS-C ALL LAYERS Indian Ocean Tropica : all data missing
Severe: obs_number=0, expected range: 228.15 530.79 |
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| All ADS-C ALL LAYERS North pole : all data missing
Severe: obs_number=0, expected range: 37.84 785.41 |
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| prof | ||
| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) (2 pressure layers affected) : missing
Severe: obs_number=0.0000, expected range: 0.0000 675.6407 |
 | |
| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 42675 PRESSURE LAYER 300-600 (HPA) : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8221, expected range: 0.2721 0.7500 |
 | |
| LAND PILOT WIND VECTOR DIFF (M/S) 41859 PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8374, expected range: 0.0998 0.7500 |
 | |
| synop | ||
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 36083 : out of range
28 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=579.5651, expected range: -51.0279 825.4491 Severely_persistent: rms_fgdepar=579.8931, expected range: 0.0000 820.1884 Severely_persistent: avg_pge=0.8773, expected range: 0.1705 0.7500 |
 | |
| MANUAL LAND SYNOP RH2M (%) 37871 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=53.0611, expected range: -41.7718 91.9638 Severely_persistent: rms_fgdepar=53.0611, expected range: 0.0000 91.9638 |
 | |
| MANUAL LAND SYNOP RH2M (%) 40703 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=63.2480, expected range: -45.3803 85.3232 Severely_persistent: rms_fgdepar=63.2480, expected range: 0.0000 85.3232 Severely_persistent: avg_pge=0.9462, expected range: -0.6096 0.7011 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71022 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8228, expected range: -1.3899 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 29363 : out of range
25 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8490, expected range: 0.3788 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 70414 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8106, expected range: -0.7415 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 58926 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9150, expected range: -1.2378 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 24588 : out of range
33 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8111, expected range: 0.4743 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 56079 : out of range
21 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8100, expected range: -1.4390 0.7500 |
 | |
| AUTOMATIC LAND SYNOP RH2M (%) 89575 : out of range
Severe: avg_fgdepar=69.7700, expected range: 8.3134 107.1431 Severe: rms_fgdepar=69.7700, expected range: 8.8270 106.7297 Severe: avg_pge=0.9989, expected range: -0.3615 0.7500 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 60150 : out of range
Severe: rms_fgdepar=344.8802, expected range: 0.0000 99.8592 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42834 : out of range
Severe: rms_fgdepar=318.5273, expected range: 0.0000 201.5994 Severe: avg_pge=0.8174, expected range: -0.3456 0.7500 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43367 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=435.0284, expected range: 0.0000 110.6125 Severe: avg_pge=0.8681, expected range: -0.5075 0.5783 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 41998 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8284, expected range: -1.0835 0.7500 |
 | |
| MANUAL LAND SYNOP RH2M (%) 60511 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.9214, expected range: -1.4335 0.7500 |
 | |
| MANUAL LAND SYNOP RH2M (%) 67261 : out of range
Severe: rms_fgdepar=38.6850, expected range: 0.0000 23.9545 Severe: avg_pge=0.9974, expected range: -0.0047 0.0127 |
 | |
| MANUAL LAND SYNOP RH2M (%) 40853 : out of range
Severe: rms_fgdepar=39.1007, expected range: 0.0000 19.1318 |
 | |
| MANUAL LAND SYNOP RH2M (%) 41715 : out of range
Severe: rms_fgdepar=38.8158, expected range: -9.6561 14.0980 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 21931 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8187, expected range: -0.8890 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
2 times in the last 10 days for at least one item Severe: obs_number=453.0000, expected range: 537.7646 550.4576 |
 | |
| BUFR LAND SYNOP RH2M (%) 08090 : out of range
Severe: rms_fgdepar=41.1310, expected range: 0.0000 21.6177 |
 | |
| BUFR LAND SYNOP RH2M (%) 08052 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=35.9412, expected range: 0.0000 11.8951 |
 | |
| BUFR LAND SYNOP RH2M (%) 08089 : out of range
Severe: rms_fgdepar=33.3677, expected range: 0.0000 16.8129 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) : out of range
3 times in the last 10 days for at least one item Considerable: obs_number=296.0000, expected range: 246.7637 273.9863 |
 | |
| ship | ||
| AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 46204 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8601, expected range: -0.8308 0.7500 |
 | |
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) EUCDE53 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=31.7367, expected range: -10.6724 35.2700 Severely_persistent: rms_fgdepar=31.7367, expected range: 0.0000 36.9839 Severely_persistent: avg_pge=0.9471, expected range: -0.2402 0.7500 |
 | |
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 9V9631 : out of range
Severe: avg_fgdepar=21.3126, expected range: -5.0003 12.0989 Severe: rms_fgdepar=26.0093, expected range: 0.0000 14.5341 |
 | |
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) C6OA3 : out of range
Severe: avg_fgdepar=28.3549, expected range: -0.8389 12.8088 Severe: rms_fgdepar=28.3549, expected range: 0.0000 12.6763 Severe: avg_pge=0.9419, expected range: -0.5156 0.7500 |
 | |
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) V7UU3 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8851, expected range: -1.0998 0.7500 |
 | |
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRVN8 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=26.2141, expected range: -16.8087 32.8535 Severe: rms_fgdepar=26.2160, expected range: 0.0000 33.1629 Severe: avg_pge=0.9334, expected range: -0.3655 0.7500 |
 | |
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) D7HB : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=20.2144, expected range: -2.3602 17.0541 Severe: rms_fgdepar=20.2151, expected range: 0.0000 17.0588 Severe: avg_pge=0.9163, expected range: -0.2522 0.7500 |
 | |
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) LF5T : out of range
Severe: rms_fgdepar=15.6830, expected range: 0.2578 5.0870 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) D5NK2 : out of range
Severe: avg_fgdepar=840.5242, expected range: -475.6352 2174.8543 Severe: rms_fgdepar=840.5242, expected range: 0.0000 2174.8543 Severe: avg_pge=0.8811, expected range: 0.5217 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) DCQN : out of range
Severe: rms_fgdepar=493.5914, expected range: 0.0000 194.0051 |
 | |
| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 6301570 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8636, expected range: -1.4757 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 1701611 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8308, expected range: -0.5759 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 4101702 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-968.1809, expected range: -779.7538 605.4068 Severely_persistent: rms_fgdepar=968.5501, expected range: 0.0000 1112.1156 Severely_persistent: avg_pge=0.9463, expected range: -1.4947 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 4801723 : out of range
Severe: rms_fgdepar=423.4486, expected range: 0.0000 164.2084 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 6202687 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8026, expected range: 0.7300 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 4101719 : out of range
Severe: rms_fgdepar=311.9972, expected range: 0.0000 89.4864 |
 | |
| metar | ||
| METAR SURFACE PRESSURE (PA) LPPS : out of range
Severe: rms_fgdepar=301.9447, expected range: 0.0000 102.3203 |
 | |
| METAR SURFACE PRESSURE (PA) WITT : out of range
Severe: rms_fgdepar=380.6118, expected range: 0.0000 160.7772 |
 | |
| METAR SURFACE PRESSURE (PA) LIMY : out of range
Severe: avg_fgdepar=549.5561, expected range: 75.5959 666.7751 Severe: rms_fgdepar=550.1427, expected range: 96.6490 656.0923 |
 | |
| 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=-53.0848, expected range: -56.6437 -47.9830 Severely_persistent: rms_fgdepar=53.0848, expected range: 47.9830 56.6437 |
 | |
| MANUAL LAND SYNOP SNOW (CM) 71816 : out of range
26 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-65.2723, expected range: -62.6547 -50.3956 Severely_persistent: rms_fgdepar=65.2818, expected range: 50.4255 62.6407 |
 | |
| BUFR LAND SYNOP SNOW (CM) 47031 : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=99.8490, expected range: 11.8241 170.2647 Severely_persistent: rms_fgdepar=99.8490, expected range: 18.2131 166.3760 |
 | |
| BUFR LAND SYNOP SNOW (CM) 01091 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-66.2807, expected range: -67.6992 -63.3448 Severely_persistent: rms_fgdepar=66.2809, expected range: 62.7941 68.8485 |
 | |
| BUFR LAND SYNOP SNOW (CM) 01036 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-80.1585, expected range: -85.7469 -77.3224 Severely_persistent: rms_fgdepar=80.1585, expected range: 77.3257 85.7487 |
 | |
| AUTOMATIC LAND SYNOP SNOW (CM) 71454 : out of range
Severe: rms_fgdepar=16.8013, expected range: 0.0000 1.5353 |
 | |
| BUFR LAND SYNOP SNOW (CM) 15118 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=15.7404, expected range: 0.0000 4.6525 |
 | |
| t2m | ||
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 17690 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.9406, expected range: -16.3079 -7.2561 Severely_persistent: rms_fgdepar=15.1055, expected range: 7.3170 16.4650 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.2393, expected range: -16.1243 -12.4689 Severely_persistent: rms_fgdepar=12.4468, expected range: 12.6268 16.2599 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22100 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.3880, expected range: -20.0515 12.5157 Severely_persistent: rms_fgdepar=14.3995, expected range: 0.0000 21.6349 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 40710 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.5209, expected range: -19.5397 -2.5404 Severely_persistent: rms_fgdepar=12.8142, expected range: 4.3094 18.6784 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 48810 : out of range
25 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.9860, expected range: -20.6084 -3.0173 Severely_persistent: rms_fgdepar=16.0404, expected range: 3.2359 20.7214 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 44224 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.5332, expected range: -17.1572 -4.9171 Severely_persistent: rms_fgdepar=12.6662, expected range: 4.8914 17.3031 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.0685, expected range: -27.7118 6.6569 Severely_persistent: rms_fgdepar=12.5120, expected range: 0.0000 27.6374 |
 | |
| METAR 2M TEMPERATURE (K) LTCB : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=14.3112, expected range: 11.2971 21.3420 Severely_persistent: rms_fgdepar=14.3861, expected range: 11.5775 21.2734 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 22100 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.3994, expected range: -20.0632 12.4567 Severely_persistent: rms_fgdepar=14.4102, expected range: 0.0000 21.7106 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 01350 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.6445, expected range: -17.8250 15.8358 Severely_persistent: rms_fgdepar=12.6712, expected range: 0.0000 16.5800 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 85671 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.6616, expected range: -19.4340 -12.2371 Severely_persistent: rms_fgdepar=16.7253, expected range: 12.4037 19.4456 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.9999, expected range: -27.0139 8.2248 Severely_persistent: rms_fgdepar=14.2004, expected range: 0.0000 23.1445 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 44224 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.5832, expected range: -16.9252 -5.7498 Severely_persistent: rms_fgdepar=12.7157, expected range: 5.7410 17.0623 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.1185, expected range: -27.7618 6.6069 Severely_persistent: rms_fgdepar=12.5602, expected range: 0.0000 27.7136 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.0004, expected range: -16.4971 -12.2669 Severely_persistent: rms_fgdepar=12.2108, expected range: 12.4089 16.6374 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36259 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.1974, expected range: -17.3121 -0.6350 Severely_persistent: rms_fgdepar=12.2356, expected range: 2.5287 16.0821 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 70271 : out of range
Severe: rms_fgdepar=12.1059, expected range: -6.8029 13.2764 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71024 : out of range
Severe: rms_fgdepar=10.7856, expected range: 0.0000 5.0330 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71497 : out of range
Severe: avg_fgdepar=-12.3183, expected range: -7.8352 9.8998 Severe: rms_fgdepar=12.3389, expected range: 0.0000 7.4832 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 70261 : out of range
Severe: avg_fgdepar=-12.3441, expected range: -13.6807 6.7395 Severe: rms_fgdepar=12.3830, expected range: 0.3372 9.7020 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22481 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=11.5021, expected range: 0.0000 5.1590 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
Severe: avg_fgdepar=-14.3187, expected range: -1.0860 9.3523 Severe: rms_fgdepar=14.3381, expected range: 0.0000 8.8659 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 71946 : out of range
Severe: rms_fgdepar=10.2908, expected range: 0.0000 5.8347 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25627 : out of range
Severe: avg_fgdepar=-13.6526, expected range: -13.0698 9.4599 Severe: rms_fgdepar=13.6785, expected range: 0.0000 11.1994 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36428 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.9607, expected range: -17.1344 5.0247 Severe: rms_fgdepar=14.0392, expected range: 0.0000 16.0187 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36229 : out of range
Severe: avg_fgdepar=-12.6669, expected range: -16.4251 6.0853 Severe: rms_fgdepar=12.7014, expected range: 0.0000 14.1600 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36639 : out of range
Severe: rms_fgdepar=12.6045, expected range: 0.0000 16.3230 |
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| METAR 2M TEMPERATURE (K) PAFA : out of range
Severe: avg_fgdepar=-12.5678, expected range: -13.0817 6.3648 Severe: rms_fgdepar=12.6368, expected range: 0.2096 9.6554 |
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| METAR 2M TEMPERATURE (K) PAFB : out of range
Severe: rms_fgdepar=12.6816, expected range: 0.0000 12.8802 |
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| METAR 2M TEMPERATURE (K) CYJF : out of range
Severe: avg_fgdepar=-12.3514, expected range: -7.2708 10.2135 Severe: rms_fgdepar=12.4162, expected range: 0.0000 7.7423 |
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| METAR 2M TEMPERATURE (K) PAEI : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=12.5984, expected range: -13.7410 6.4543 Severe: rms_fgdepar=12.6051, expected range: 0.0000 20.4595 |
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| METAR 2M TEMPERATURE (K) PAEL : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=12.5396, expected range: -0.9284 3.5131 Severe: rms_fgdepar=12.5396, expected range: 0.0000 3.3280 |
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| METAR 2M TEMPERATURE (K) OPKL : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=18.2545, expected range: 2.6264 14.6296 Severe: rms_fgdepar=18.2934, expected range: 3.6571 14.3800 |
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| LAND TEMP 2M TEMPERATURE (K) 70261 : out of range
Severe: avg_fgdepar=-12.8636, expected range: -14.2704 7.0754 Severe: rms_fgdepar=12.8636, expected range: 0.0000 11.8024 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 70261 : out of range
Severe: avg_fgdepar=-12.4985, expected range: -13.5150 6.7086 Severe: rms_fgdepar=12.5338, expected range: 0.4291 9.4958 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 70271 : out of range
Severe: rms_fgdepar=12.1043, expected range: -6.7421 13.2485 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
Severe: avg_fgdepar=-14.3922, expected range: -1.1130 9.3031 Severe: rms_fgdepar=14.4119, expected range: 0.0000 8.8093 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 25627 : out of range
Severe: avg_fgdepar=-13.6939, expected range: -12.7795 9.5197 Severe: rms_fgdepar=13.7212, expected range: 0.0000 10.9628 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 71497 : out of range
Severe: avg_fgdepar=-12.4063, expected range: -8.0534 9.9933 Severe: rms_fgdepar=12.4278, expected range: 0.0000 7.5393 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36428 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.9706, expected range: -17.1277 4.9562 Severe: rms_fgdepar=14.0471, expected range: 0.0000 16.0584 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36229 : out of range
Severe: avg_fgdepar=-12.6829, expected range: -16.4475 6.0673 Severe: rms_fgdepar=12.7179, expected range: 0.0000 14.1968 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36639 : out of range
Severe: rms_fgdepar=12.5048, expected range: 0.0000 16.1578 |
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| rh2m | ||
| MANUAL LAND SYNOP RH2M (%) 24790 : out of range
Severe: rms_fgdepar=30.2113, expected range: 0.0000 13.8169 |
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| MANUAL LAND SYNOP RH2M (%) 25715 : out of range
Severe: rms_fgdepar=31.5821, expected range: 0.0000 15.4333 |
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| MANUAL LAND SYNOP RH2M (%) 76585 : out of range
Severe: rms_fgdepar=34.6982, expected range: 0.0000 14.5892 |
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