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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2021-01-13 00:00
| amsua | ||
| NOAA-18 AMSUA RADIANCES CHANNEL 9 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4827, expected range: -0.5942 -0.5832 |
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| All AQUA AMSUA ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 8540.90 10745.77 |
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| cris | ||
| NPP CRIS RADIANCES CHANNEL 109 : out of range
4 times in the last 10 days for at least one item Severe: avg_biascorr=0.1182, expected range: 0.1331 0.1480 |
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| airs | ||
| All AQUA AIRS ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 3420.75 23217.14 |
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| mhs | ||
| METOP-A MHS ALLSKY RADIANCES CHANNEL 3 : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_norm_fgdepar=0.1137, expected range: -0.0244 0.0288 Severely_persistent: stdev_norm_fgdepar=0.4744, expected range: 0.1085 0.1500 |
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| METOP-A MHS ALLSKY RADIANCES CHANNEL 4 : out of range
31 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.3171, expected range: -0.0031 0.1765 |
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| mwhs2 | ||
| FY-3D MWHS2 ALLSKY RADIANCES (6 channels affected) : out of range
Slight: obs_number=52376.0000, expected range: 56026.4602 57000.7898 |
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| gpsro | ||
| All COSMIC-6 GPSRO SETTING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 0.00 1254.21 |
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| All COSMIC2-E6 GPSRO RISING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 707.01 2703.43 |
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| mwri | ||
| FY-3D MWRI RADIANCES (6 channels affected) : out of range
Slight: obs_number=13720.0000, expected range: 14502.1155 15848.8845 |
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| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 24266 PRESSURE LAYER 900-1200 (HPA) : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.3192, expected range: -16.0294 5.2318 Severely_persistent: rms_fgdepar=12.3211, expected range: 0.0000 15.8428 Severely_persistent: avg_pge=0.9277, expected range: -0.7473 0.7500 |
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| LAND TEMP TEMPERATURE (K) 36096 PRESSURE LAYER 900-1200 (HPA) : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8250, expected range: -1.2230 0.7500 |
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| LAND TEMP TEMPERATURE (K) 40375 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=7.9530, expected range: 0.5578 2.8653 |
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| LAND TEMP TEMPERATURE (K) 68906 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=16.3843, expected range: -0.7845 0.6356 Severe: rms_fgdepar=16.3843, expected range: 0.2252 2.0663 Severe: avg_pge=0.8315, expected range: -0.1120 0.1882 |
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| LAND TEMP TEMPERATURE (K) 23921 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=9.1553, expected range: 0.0000 4.5535 |
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| LAND TEMP TEMPERATURE (K) 24688 PRESSURE LAYER 900-1200 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=9.1218, expected range: 0.0000 20.1737 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 36872 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=15.6612, expected range: 0.0000 7.6426 |
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| LAND TEMP Q (G/KG) 41977 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=2.7150, expected range: 0.0000 1.3388 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 51243 PRESSURE LAYER 900-1200 (HPA : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=9.9292, expected range: 0.0000 9.0395 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 55591 PRESSURE LAYER 0-300 : out of range
Severe: rms_fgdepar=17.0311, expected range: 1.3144 6.9453 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 56964 (2 pressure layers af : out of range
Severe: rms_fgdepar=16.6669, expected range: 0.3086 5.1329 |
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| HIGH RESO LAND TEMP Q (G/KG) 94672 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.2566, expected range: 0.0000 0.9535 |
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| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 0-300 (HPA) : missing
Severe: obs_number=0.0000, expected range: 62.7560 68.1012 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 40 : all data missing
Severe: obs_number=0, expected range: 59.44 173.22 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 85 : all data missing
Severe: obs_number=0, expected range: 41.75 203.68 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 95 : all data missing
Severe: obs_number=0, expected range: 77.99 161.34 |
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| BUFR TEMP DESCENT Q (G/KG) (2 pressure layers affected) : missing
Severe: obs_number=0.0000, expected range: 0.0000 3033.7077 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) (4 pressure layers affected) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=962.0000, expected range: 1058.1151 1103.1349 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) (2 pressure layers affected) : out of range
Considerable: obs_number=278.0000, expected range: 357.5750 383.1750 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: obs_number=103.0000, expected range: 141.4805 163.5195 Considerable: obs_number=103.0000, expected range: 141.4805 163.5195 |
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| HIGH RESO LAND TEMP Q (G/KG) (3 pressure layers affected) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=124.0000, expected range: 53.8889 67.2222 |
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| amdar | ||
| WIGOS AMDAR TEMPERATURE (K) SL0146 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=9.1871, expected range: 0.0000 1.0609 Severe: avg_pge=0.8452, expected range: -0.0124 0.0156 |
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| WIGOS AMDAR TEMPERATURE (K) OIIYC1ZA PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=6.4022, expected range: 0.0000 2.1203 |
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| WIGOS AMDAR Q (G/KG) M5OEOGJA (2 pressure layers affected) : out of range
Severe: avg_fgdepar=-6.3277, expected range: -0.9316 1.4990 Severe: rms_fgdepar=6.3416, expected range: 0.0000 2.3324 |
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| WIGOS AMDAR Q (G/KG) M5OEOGJA PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_pge=0.8529, expected range: -0.1205 0.1733 |
| |
| ADS-C WIND VECTOR DIFF (M/S) GB0JDVRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.5505, expected range: 0.0000 12.7852 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) KLM48 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.2049, expected range: 0.0000 10.5161 |
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| prof | ||
| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 06632 PRESSURE LAYER 300-600 : out of range
Severe: avg_fgdepar=33.7673, expected range: -2.6792 7.5512 Severe: rms_fgdepar=33.7673, expected range: 0.0000 8.2919 Severe: avg_pge=0.9244, expected range: -0.0614 0.1896 |
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| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : missing
Severe: obs_number=0.0000, expected range: 0.0000 589.0470 Considerable: obs_number=1063.0000, expected range: 1239.2752 1360.7248 |
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| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) (2 pressure layers affected) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=638.0000, expected range: 885.9742 1375.0258 Considerable: obs_number=1701.0000, expected range: 2135.6121 2722.1379 Considerable: obs_number=638.0000, expected range: 885.9742 1375.0258 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 61442 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=15.2070, expected range: 0.9999 3.5190 |
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| LAND PILOT WIND VECTOR DIFF (M/S) 98753 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_pge=0.8591, expected range: -0.9342 0.7500 |
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| synop | ||
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 31123 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8114, expected range: -0.3589 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 40948 : out of range
Severe: avg_pge=0.8926, expected range: -0.3373 0.5774 |
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| MANUAL LAND SYNOP RH2M (%) 42249 : out of range
Severe: rms_fgdepar=42.2692, expected range: 0.0000 22.5420 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62200 : out of range
Severe: avg_pge=0.8099, expected range: -0.2783 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62420 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=304.1034, expected range: 0.0000 104.4226 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 76311 : out of range
Severe: rms_fgdepar=411.5436, expected range: 0.0000 297.9336 Severe: avg_pge=0.8311, expected range: -0.0987 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62103 : out of range
Severe: avg_fgdepar=-1011.6326, expected range: -52.8433 68.1512 Severe: rms_fgdepar=1011.6326, expected range: 0.0000 58.6522 Severe: avg_pge=0.9390, expected range: 0.0000 0.0000 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40657 : out of range
Severe: avg_fgdepar=-503.2777, expected range: -156.0082 27.6187 Severe: rms_fgdepar=503.2777, expected range: 0.0000 156.0082 Severe: avg_pge=0.8946, expected range: -0.5823 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42679 : out of range
Severe: avg_pge=0.8139, expected range: -1.1322 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 08392 : out of range
Severe: rms_fgdepar=32.1821, expected range: 0.0000 13.5074 |
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| BUFR LAND SYNOP RH2M (%) 08123 : out of range
Severe: avg_fgdepar=57.7147, expected range: -51.3230 45.6807 Severe: rms_fgdepar=57.7147, expected range: 0.0000 32.4041 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 17500 : out of range
Severe: rms_fgdepar=324.7652, expected range: 0.0000 91.5751 |
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| ship | ||
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) KPDL : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8886, expected range: -0.0155 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 9V8208 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8925, expected range: -0.8283 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) TBWUK52 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=344.9296, expected range: 0.0000 160.4763 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRBQ6 : out of range
Severe: avg_fgdepar=-824.2970, expected range: -955.7114 408.8195 Severe: rms_fgdepar=824.2970, expected range: 0.0000 964.5543 Severe: avg_pge=0.8913, expected range: -0.8220 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6YR6 : out of range
Severe: avg_fgdepar=-590.4174, expected range: -462.8801 431.8259 Severe: rms_fgdepar=592.5032, expected range: 0.0000 461.7532 Severe: avg_pge=0.8474, expected range: -0.7578 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRTO7 : out of range
Severe: avg_fgdepar=535.8280, expected range: 224.6212 1086.1415 Severe: rms_fgdepar=535.8280, expected range: 224.5227 1086.3901 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WNTL : out of range
Severe: rms_fgdepar=605.9370, expected range: 0.0000 348.2840 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 5601634 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=538.5878, expected range: -677.7916 678.8676 Severely_persistent: rms_fgdepar=562.4819, expected range: -448.3929 641.0980 Severely_persistent: avg_pge=0.8667, expected range: -1.2224 0.7500 |
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| MOORED BUOYS WIND VECTOR DIFF (M/S) 6101007 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=16.7202, expected range: 0.0000 11.7751 Severe: avg_pge=0.9279, expected range: -0.7923 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 3301603 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=385.7093, expected range: 0.0000 97.4871 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4601796 : out of range
Severe: rms_fgdepar=379.1883, expected range: 0.0000 196.4122 |
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| MOORED BUOYS WIND VECTOR DIFF (M/S) : out of range
Considerable: obs_number=88.0000, expected range: 96.0688 101.8062 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) OSKL : out of range
Severe: rms_fgdepar=375.1909, expected range: 0.0000 137.3259 |
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| snow | ||
| MANUAL LAND SYNOP SNOW (CM) 30815 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=55.6121, expected range: 51.4074 54.7770 Severely_persistent: rms_fgdepar=55.6121, expected range: 51.4074 54.7770 |
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| MANUAL LAND SYNOP SNOW (CM) 20107 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=86.3374, expected range: 42.3082 97.1469 Severely_persistent: rms_fgdepar=86.3374, expected range: 42.3082 97.1469 |
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| MANUAL LAND SYNOP SNOW (CM) 14009 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=60.7035, expected range: 26.3330 104.1827 Severely_persistent: rms_fgdepar=60.7035, expected range: 26.3330 104.1827 |
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| BUFR LAND SYNOP SNOW (CM) 01091 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-67.4862, expected range: -68.8927 -63.3514 Severely_persistent: rms_fgdepar=67.4862, expected range: 63.3513 68.8934 |
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| BUFR LAND SYNOP SNOW (CM) 30815 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=55.7658, expected range: 51.5927 54.8612 Severely_persistent: rms_fgdepar=55.7658, expected range: 51.5927 54.8612 |
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| 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=-80.6618, expected range: -82.5948 -77.7436 Severely_persistent: rms_fgdepar=80.6629, expected range: 77.7442 82.5972 |
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| BUFR LAND SYNOP SNOW (CM) 20107 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=84.3527, expected range: 41.3609 94.6169 Severely_persistent: rms_fgdepar=84.3527, expected range: 41.3609 94.6169 |
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| BUFR LAND SYNOP SNOW (CM) 14009 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=60.7035, expected range: -36.7202 148.3333 Severely_persistent: rms_fgdepar=60.7035, expected range: 20.6484 105.1125 |
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| AUTOMATIC LAND SYNOP SNOW (CM) 11366 : out of range
Severe: rms_fgdepar=17.6883, expected range: 1.4249 10.4826 |
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| AUTOMATIC LAND SYNOP SNOW (CM) 28776 : out of range
Severe: rms_fgdepar=19.4311, expected range: 0.3947 3.9290 |
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| MANUAL LAND SYNOP SNOW (CM) 35284 : out of range
Severe: rms_fgdepar=23.3893, expected range: 0.0000 6.9112 |
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| MANUAL LAND SYNOP SNOW (CM) 36875 : out of range
Severe: rms_fgdepar=17.4856, expected range: 4.5296 7.5502 |
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| MANUAL LAND SYNOP SNOW (CM) 28785 : out of range
Severe: rms_fgdepar=17.6436, expected range: 2.6883 7.3533 |
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| MANUAL LAND SYNOP SNOW (CM) 28985 : out of range
Severe: rms_fgdepar=17.4311, expected range: 0.2108 4.7467 |
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| MANUAL LAND SYNOP SNOW (CM) 36846 : out of range
Severe: rms_fgdepar=17.0892, expected range: 0.0000 1.5987 |
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| MANUAL LAND SYNOP SNOW (CM) 28987 : out of range
Severe: rms_fgdepar=16.2206, expected range: 0.0000 3.2891 |
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| MANUAL LAND SYNOP SNOW (CM) 28797 : out of range
Severe: rms_fgdepar=15.6964, expected range: 0.7139 2.4778 |
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| ROCOB TEMP SNOW (CM) 63303750 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=15.9604, expected range: 7.8772 11.1279 |
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| ROCOB TEMP SNOW (CM) 64301370 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=27.9518, expected range: 0.0000 6.2418 |
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| ROCOB TEMP SNOW (CM) 64301321 : out of range
Severe: rms_fgdepar=16.9777, expected range: 0.0000 7.3632 |
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| ROCOB TEMP SNOW (CM) 64300921 : out of range
Severe: rms_fgdepar=15.2031, expected range: 1.5291 9.2088 |
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| ROCOB TEMP SNOW (CM) 64301451 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=24.6918, expected range: 2.8825 6.3453 |
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| ROCOB TEMP SNOW (CM) 64301273 : out of range
Severe: rms_fgdepar=18.5365, expected range: 1.8902 7.8855 |
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| ROCOB TEMP SNOW (CM) 64301383 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=19.2432, expected range: 0.0000 3.2294 |
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| ROCOB TEMP SNOW (CM) 64301364 : out of range
Severe: rms_fgdepar=15.4451, expected range: 0.3098 5.5932 |
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| ROCOB TEMP SNOW (CM) 64301394 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=26.7869, expected range: 0.0000 14.5694 |
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| ROCOB TEMP SNOW (CM) 63307325 : out of range
Severe: rms_fgdepar=16.2894, expected range: 2.3822 9.5464 |
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| ROCOB TEMP SNOW (CM) 64301395 : out of range
Severe: rms_fgdepar=25.0654, expected range: 0.0000 4.6125 |
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| ROCOB TEMP SNOW (CM) 64301617 : out of range
Severe: rms_fgdepar=29.8160, expected range: 0.0000 2.5089 |
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| BUFR LAND SYNOP SNOW (CM) 08223 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=23.3887, expected range: -3.9737 5.2127 |
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| BUFR LAND SYNOP SNOW (CM) 02974 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=15.0461, expected range: -2.8820 5.6949 |
 | |
| BUFR LAND SYNOP SNOW (CM) 35284 : out of range
Severe: rms_fgdepar=23.3893, expected range: 0.0000 6.9112 |
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| BUFR LAND SYNOP SNOW (CM) 36875 : out of range
Severe: rms_fgdepar=17.4856, expected range: 4.5296 7.5502 |
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| BUFR LAND SYNOP SNOW (CM) 28785 : out of range
Severe: rms_fgdepar=17.6436, expected range: 2.6883 7.3533 |
 | |
| BUFR LAND SYNOP SNOW (CM) 28985 : out of range
Severe: rms_fgdepar=17.4311, expected range: 0.2108 4.7467 |
 | |
| BUFR LAND SYNOP SNOW (CM) 36846 : out of range
Severe: rms_fgdepar=17.0892, expected range: 0.0000 1.5987 |
 | |
| BUFR LAND SYNOP SNOW (CM) 47058 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=99.9995, expected range: 98.2103 100.0415 Severe: rms_fgdepar=99.9995, expected range: 98.2136 100.0404 |
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| t2m | ||
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.2525, expected range: -27.2839 8.1046 Severely_persistent: rms_fgdepar=12.2525, expected range: 0.0000 23.4711 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 48810 : out of range
34 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.1546, expected range: 11.7431 18.2360 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25627 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.4095, expected range: -21.6246 8.0053 Severely_persistent: rms_fgdepar=15.4164, expected range: 0.0000 20.2205 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22529 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.3702, expected range: -16.0323 10.5876 Severely_persistent: rms_fgdepar=13.3802, expected range: -9.5342 16.0689 |
 | |
| METAR 2M TEMPERATURE (K) LTCB : out of range
28 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=15.1353, expected range: 8.0766 23.5400 Severely_persistent: rms_fgdepar=15.1435, expected range: 8.4650 23.3928 |
 | |
| METAR 2M TEMPERATURE (K) VYNT : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=12.3017, expected range: 3.3278 15.3164 Severely_persistent: rms_fgdepar=12.5230, expected range: 4.3876 15.0700 |
 | |
| METAR 2M TEMPERATURE (K) VECX : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.2883, expected range: -14.2454 -0.8993 Severely_persistent: rms_fgdepar=14.6463, expected range: 2.3922 14.3701 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
25 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.3565, expected range: -29.3372 10.7975 Severely_persistent: rms_fgdepar=12.4107, expected range: 0.0000 25.0186 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 27415 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=13.5570, expected range: -7.1347 17.1002 Severely_persistent: rms_fgdepar=13.5570, expected range: 0.0000 16.9837 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 25627 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.3704, expected range: -21.2791 8.1591 Severely_persistent: rms_fgdepar=15.3780, expected range: 0.0000 19.6909 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 22529 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.5893, expected range: -16.2714 10.5814 Severely_persistent: rms_fgdepar=13.5992, expected range: -9.6390 16.3240 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 58321 : out of range
Severe: avg_fgdepar=13.1802, expected range: -1.2199 11.7162 Severe: rms_fgdepar=13.1802, expected range: 0.0000 11.7162 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 57131 : out of range
Severe: avg_fgdepar=12.5404, expected range: -2.6163 8.3611 Severe: rms_fgdepar=12.5404, expected range: 0.0000 7.7384 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 52681 : out of range
Severe: avg_fgdepar=12.3469, expected range: -3.3632 9.7367 Severe: rms_fgdepar=12.3469, expected range: 0.0000 9.3894 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 53915 : out of range
Severe: avg_fgdepar=14.0983, expected range: -4.3110 11.2830 Severe: rms_fgdepar=14.0983, expected range: 0.0000 10.9819 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 68347 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=10.8910, expected range: 0.0000 3.1853 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22520 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.7319, expected range: -11.1582 6.3858 Severe: rms_fgdepar=13.7410, expected range: -5.9512 11.4794 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 29771 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-15.7060, expected range: -14.8565 8.1423 Severe: rms_fgdepar=16.2438, expected range: 0.0000 14.6466 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22413 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.1327, expected range: -8.9308 5.4623 Severe: rms_fgdepar=12.2031, expected range: 0.0000 8.7995 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24125 : out of range
Severe: rms_fgdepar=11.1903, expected range: 0.0000 3.6086 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22106 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.3118, expected range: -13.3924 7.3889 Severe: rms_fgdepar=12.3665, expected range: 0.0000 13.0082 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22217 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.3395, expected range: -10.8171 6.8358 Severe: rms_fgdepar=12.3476, expected range: -5.5951 10.7405 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22127 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.0996, expected range: -11.5451 5.6009 Severe: rms_fgdepar=13.1204, expected range: 0.0000 12.1133 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25138 : out of range
Severe: avg_fgdepar=-12.0238, expected range: -15.9583 10.1285 Severe: rms_fgdepar=12.0254, expected range: 0.1114 10.3830 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 38878 : out of range
Severe: rms_fgdepar=12.1462, expected range: 0.0000 13.8499 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24219 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-14.5590, expected range: -12.3739 10.7121 Severe: rms_fgdepar=14.5711, expected range: 0.0000 9.7110 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24639 : out of range
Severe: avg_fgdepar=-12.1181, expected range: -7.6630 1.3699 Severe: rms_fgdepar=12.1233, expected range: 0.0000 7.8407 |
 | |
| METAR 2M TEMPERATURE (K) LEVD : out of range
Severe: rms_fgdepar=10.7300, expected range: 0.0000 3.4115 |
 | |
| METAR 2M TEMPERATURE (K) OITR : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=12.4420, expected range: -3.1527 0.7358 Severe: rms_fgdepar=12.7540, expected range: 1.1906 4.5251 |
 | |
| LAND TEMP 2M TEMPERATURE (K) 22522 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-14.0478, expected range: -8.8048 5.6897 Severe: rms_fgdepar=14.0478, expected range: 0.0000 8.2808 |
 | |
| LAND TEMP 2M TEMPERATURE (K) 22217 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.3104, expected range: -10.3756 7.2312 Severe: rms_fgdepar=12.3104, expected range: -5.9012 10.1403 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 22520 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.8546, expected range: -11.3031 6.3681 Severe: rms_fgdepar=13.8636, expected range: -5.9801 11.6217 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 02720 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.0367, expected range: -10.9297 7.7000 Severe: rms_fgdepar=12.0705, expected range: 0.0000 10.4458 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 29771 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-15.7560, expected range: -14.9065 8.0923 Severe: rms_fgdepar=16.2922, expected range: 0.0000 14.7393 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 02702 : out of range
Severe: avg_fgdepar=-12.8832, expected range: -6.6337 4.0770 Severe: rms_fgdepar=12.9137, expected range: 0.0000 7.1538 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 08232 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.4737, expected range: -5.0342 4.9562 Severe: rms_fgdepar=13.7236, expected range: 0.0000 6.9073 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 01082 : out of range
Severe: avg_fgdepar=-12.5117, expected range: -10.5309 7.1980 Severe: rms_fgdepar=12.6354, expected range: 0.0000 9.4876 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 22413 : out of range
Severe: avg_fgdepar=-12.2177, expected range: -9.0040 5.4353 Severe: rms_fgdepar=12.2876, expected range: 0.0000 8.8642 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 08233 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.5238, expected range: -2.6316 3.4289 Severe: rms_fgdepar=12.5435, expected range: 0.0000 3.8792 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 22106 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.4791, expected range: -13.5633 7.4495 Severe: rms_fgdepar=12.5329, expected range: 0.0000 13.2022 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 22217 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.4495, expected range: -10.9350 6.7724 Severe: rms_fgdepar=12.4577, expected range: -5.6123 10.8598 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 22127 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.0882, expected range: -11.4968 5.5476 Severe: rms_fgdepar=13.1090, expected range: 0.0000 12.0617 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 02827 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.7481, expected range: -12.5786 5.8717 Severe: rms_fgdepar=13.8011, expected range: 0.0000 13.1129 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 25138 : out of range
Severe: avg_fgdepar=-12.1650, expected range: -16.2790 10.2121 Severe: rms_fgdepar=12.1671, expected range: 0.0000 10.7015 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 24219 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-14.5705, expected range: -12.3178 10.5954 Severe: rms_fgdepar=14.5826, expected range: 0.0000 9.6982 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 24639 : out of range
Severe: avg_fgdepar=-12.1614, expected range: -7.7087 1.3352 Severe: rms_fgdepar=12.1666, expected range: 0.0000 7.8930 |
 | |
| rh2m | ||
| AUTOMATIC LAND SYNOP RH2M (%) 08541 : out of range
Severe: rms_fgdepar=30.5725, expected range: 0.0000 16.9536 |
 | |
| MANUAL LAND SYNOP RH2M (%) 60060 : out of range
Severe: rms_fgdepar=32.3113, expected range: 0.0000 17.4916 |
 | |
| BUFR LAND SYNOP RH2M (%) 60250 : out of range
Severe: rms_fgdepar=37.9711, expected range: 0.0000 20.5954 |
 | |
| BUFR LAND SYNOP RH2M (%) 08370 : out of range
Severe: rms_fgdepar=31.9312, expected range: 0.0000 17.6289 |
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