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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 12:00
| amsua | ||
| All AQUA AMSUA ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 8540.90 10745.77 |
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| NOAA-15 AMSUA RADIANCES CHANNEL 7 : out of range
Considerable: obs_number=2191.0000, expected range: 75.6275 1752.9608 |
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| NOAA-15 AMSUA RADIANCES CHANNEL 12 : out of range
Considerable: obs_number=2738.0000, expected range: 114.9548 2167.5158 |
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| NOAA-15 AMSUA RADIANCES CHANNEL 13 : out of range
Considerable: obs_number=2743.0000, expected range: 124.1494 2217.2624 |
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| cris | ||
| NPP CRIS RADIANCES CHANNEL 109 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1075, expected range: 0.1331 0.1470 |
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| NOAA20 CRIS RADIANCES CHANNEL 1189 : out of range
1 times in the last 10 days for at least one item Considerable: avg_biascorr=-0.3667, expected range: -0.3192 -0.2436 |
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| NOAA20 CRIS RADIANCES CHANNEL 1205 : out of range
1 times in the last 10 days for at least one item Considerable: avg_biascorr=-0.4034, expected range: -0.3549 -0.2820 |
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| airs | ||
| All AQUA AIRS ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 3675.38 24825.12 |
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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: stdev_norm_fgdepar=0.3877, expected range: 0.1187 0.1500 |
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| METOP-A MHS ALLSKY RADIANCES CHANNEL 4 : out of range
32 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.3104, expected range: 0.0090 0.1765 |
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| mwhs2 | ||
| FY-3C MWHS2 ALLSKY RADIANCES (11 channels affected) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=1272.0000, expected range: 6463.3493 12914.2507 |
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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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| METOP-A GRAS SETTING HEIGHT 28-30 KM : out of range
Slight: avg_norm_fgdepar=-0.2859, expected range: -0.1830 0.1616 |
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| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 24266 PRESSURE LAYER 900-1200 (HPA) : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-10.3844, expected range: -17.1160 6.9506 Severely_persistent: rms_fgdepar=10.3844, expected range: 0.0000 16.4907 Severely_persistent: avg_pge=0.9228, expected range: -0.8698 0.7500 |
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| All HIGH RESO SEA TEMP ALL LAYERS Tropics : all data missing
Severely_persistent: obs_number=0, expected range: 77.63 222.37 |
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| All HIGH RESO SEA TEMP ALL LAYERS Alantic Tropical are : all data missing
Severely_persistent: obs_number=0, expected range: 77.63 222.37 |
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| BUFR TEMP DESCENT TEMPERATURE (K) PRESSURE LAYER 900-1200 (HPA) : missing
7 times in the last 10 days for at least one item Severely_persistent: obs_number=0.0000, expected range: 0.0000 450.1986 |
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| LAND TEMP TEMPERATURE (K) 68906 PRESSURE LAYER 0-300 (HPA) : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=9.9895, expected range: 0.0918 2.3323 |
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| LAND TEMP TEMPERATURE (K) 24688 PRESSURE LAYER 900-1200 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-11.7378, expected range: -14.5057 7.4347 Severe: rms_fgdepar=11.7378, expected range: 0.0000 11.7588 Severe: avg_pge=0.9294, expected range: -0.0823 0.7500 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 61660 PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=27.0139, expected range: -12.8229 25.2571 Severe: rms_fgdepar=28.4117, expected range: 0.0000 35.2740 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=5.3373, expected range: 0.3558 1.8488 Severe: rms_fgdepar=3.4712, expected range: 0.9202 2.3681 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 04360 (2 pressure layers af : out of range
Severe: rms_fgdepar=17.3117, expected range: 0.0000 8.4298 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 51243 PRESSURE LAYER 900-12 : out of range
Severe: avg_fgdepar=20.2541, expected range: -0.6299 4.8279 Severe: avg_pge=0.9118, expected range: -0.8096 0.7500 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) 72210 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.0146, expected range: 0.0662 1.1603 |
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| LAND TEMP TEMPERATURE (K) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: rms_fgdepar=3.0075, expected range: 0.1559 2.0404 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: obs_number=5726.0000, expected range: 4736.3916 5373.3584 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 900-1200 (HP : out of range
Considerable: obs_number=79.0000, expected range: 93.9544 123.1567 |
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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=265.0000, expected range: 192.6543 207.1457 Considerable: obs_number=432.0000, expected range: 506.5366 547.4634 |
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| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: obs_number=290.0000, expected range: 320.7862 338.4638 |
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| amdar | ||
| WIGOS AMDAR WIND VECTOR DIFF (M/S) PYKXLDBA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=15.3379, expected range: 0.0000 5.7666 |
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| ADS-C WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : missing
4 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 0.0000 272.4960 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) KLM601 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.5424, expected range: 0.9432 4.2057 |
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| AIREP WIND VECTOR DIFF (M/S) KLM641 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=36.5028, expected range: 0.0000 8.5475 |
 | |
| AIREP WIND VECTOR DIFF (M/S) KLM661 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.7604, expected range: 0.0000 11.5625 |
 | |
| AIREP WIND VECTOR DIFF (M/S) BAW269 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=26.5981, expected range: 0.0000 17.8228 |
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| AIREP WIND VECTOR DIFF (M/S) BAW31F PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=26.0996, expected range: 0.0000 24.4152 |
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| AIREP WIND VECTOR DIFF (M/S) KLM72Y PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.4034, expected range: 0.0000 12.3054 |
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| prof | ||
| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 10410 PRESSURE LAYER 600-900 : out of range
Severe: rms_fgdepar=17.5684, expected range: 0.0000 13.3598 Severe: avg_pge=0.8803, expected range: -0.6769 0.7500 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 41936 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=16.7194, expected range: 2.5671 12.7618 Severe: avg_pge=0.8459, expected range: -0.4013 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=0.8280, expected range: -0.0553 0.7500 |
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| AUTOMATIC LAND SYNOP RH2M (%) 68624 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8811, expected range: -0.4391 0.5077 |
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| MANUAL LAND SYNOP RH2M (%) 65351 : out of range
Severe: avg_pge=0.9776, expected range: -0.1140 0.1868 |
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| MANUAL LAND SYNOP RH2M (%) 76122 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=53.6491, expected range: -30.9023 78.4672 Severe: rms_fgdepar=53.6635, expected range: 0.0000 78.1372 Severe: avg_pge=0.8200, expected range: -1.2692 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 62259 : out of range
Severe: rms_fgdepar=41.0552, expected range: 0.0000 5.9148 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 31102 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=645.3642, expected range: 0.0000 562.2025 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 84564 : out of range
Severe: rms_fgdepar=337.8949, expected range: 0.0000 101.0722 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 35358 : out of range
Severe: avg_pge=0.8092, expected range: -1.1387 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 81951 : out of range
Severe: avg_pge=0.9221, expected range: -0.0452 0.5378 |
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| BUFR LAND SYNOP RH2M (%) 71243 : out of range
Severe: rms_fgdepar=43.7914, expected range: 0.0000 15.2298 Severe: avg_pge=0.9585, expected range: 0.0013 0.0044 |
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| BUFR LAND SYNOP RH2M (%) 71343 : out of range
Severe: avg_fgdepar=50.9118, expected range: -18.9280 33.7939 Severe: rms_fgdepar=50.9118, expected range: 0.0000 31.8888 Severe: avg_pge=0.9610, expected range: -0.0003 0.0062 |
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| BUFR LAND SYNOP RH2M (%) 71555 : out of range
Severe: rms_fgdepar=49.5597, expected range: 0.0000 20.7243 |
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| BUFR LAND SYNOP RH2M (%) 71536 : out of range
Severe: rms_fgdepar=47.8179, expected range: 0.0000 26.8766 Severe: avg_pge=0.9463, expected range: -0.0054 0.0129 |
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| BUFR LAND SYNOP RH2M (%) 71217 : out of range
Severe: avg_fgdepar=51.4831, expected range: -10.8246 41.8018 Severe: rms_fgdepar=51.4831, expected range: 0.0000 41.8018 |
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| BUFR LAND SYNOP RH2M (%) 71517 : out of range
Severe: rms_fgdepar=46.6190, expected range: 0.0000 33.4356 Severe: avg_pge=0.9854, expected range: -0.0043 0.0117 |
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| BUFR LAND SYNOP RH2M (%) 71267 : out of range
Severe: rms_fgdepar=41.6308, expected range: 0.0000 15.7250 Severe: avg_pge=0.9228, expected range: 0.0007 0.0051 |
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| BUFR LAND SYNOP RH2M (%) 72797 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=32.2561, expected range: 0.0000 9.5839 |
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| BUFR LAND SYNOP RH2M (%) 11968 : out of range
Severe: rms_fgdepar=44.4019, expected range: 0.0000 18.0666 |
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| BUFR LAND SYNOP RH2M (%) 71509 : out of range
Severe: rms_fgdepar=43.1357, expected range: 0.0000 19.6089 Severe: avg_pge=0.9491, expected range: 0.0000 0.0059 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 04967 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=316.0749, expected range: 0.0000 234.8161 Severe: avg_pge=0.8497, expected range: -0.5758 0.7500 |
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| ship | ||
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 9V2792 : out of range
Severe: avg_pge=0.8710, expected range: -1.3813 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) EUMDE35 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8940, expected range: -0.2437 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) D5UB9 : out of range
Severe: rms_fgdepar=16.2844, expected range: 0.0000 8.6226 Severe: avg_pge=0.8989, expected range: -0.9525 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) AMOUK51 : out of range
Severe: rms_fgdepar=613.6113, expected range: 0.0000 180.8652 Severe: avg_pge=0.8165, expected range: -0.2015 0.6163 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) AMOUK36 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=690.8814, expected range: -190.6998 265.1754 Severe: rms_fgdepar=710.9978, expected range: -286.2840 424.1008 Severe: avg_pge=0.9055, expected range: -0.6635 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRTO7 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=637.1346, expected range: -585.9450 1742.0564 Severe: rms_fgdepar=637.1346, expected range: 0.0000 1742.3017 Severe: avg_pge=0.8182, expected range: -0.7490 0.7500 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 6202688 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8012, expected range: -0.9012 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 1501630 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-519.2507, expected range: -312.3379 258.1078 Severe: rms_fgdepar=519.2507, expected range: -399.2954 553.6014 Severe: avg_pge=0.9016, expected range: -0.9479 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 2101661 : out of range
Severe: rms_fgdepar=322.2199, expected range: 0.0000 154.1732 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 1601635 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8563, expected range: -0.5178 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4601796 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=419.5393, expected range: 0.0000 195.7489 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 2101618 : out of range
Severe: rms_fgdepar=380.8905, expected range: 0.0000 291.2671 Severe: avg_pge=0.8221, expected range: -0.4741 0.6994 |
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| 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=-55.0388, expected range: -56.5343 -51.1190 Severely_persistent: rms_fgdepar=55.0388, expected range: 51.1190 56.5343 |
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| MANUAL LAND SYNOP SNOW (CM) 71816 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-56.1276, expected range: -75.7360 -33.0962 Severely_persistent: rms_fgdepar=56.1276, expected range: 33.0820 75.7682 |
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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=-66.8828, expected range: -69.1213 -63.3045 Severely_persistent: rms_fgdepar=66.8829, expected range: 63.3044 69.1220 |
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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=-81.7301, expected range: -82.5101 -77.7995 Severely_persistent: rms_fgdepar=81.7301, expected range: 77.8003 82.5125 |
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| BUFR LAND SYNOP SNOW (CM) 47058 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=100.0000, expected range: 98.2103 100.0415 Severely_persistent: rms_fgdepar=100.0000, expected range: 98.2136 100.0404 |
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| AUTOMATIC LAND SYNOP SNOW (CM) 71604 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=50.9635, expected range: -23.7105 56.8763 Severe: rms_fgdepar=50.9635, expected range: 0.0000 56.8763 |
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| BUFR LAND SYNOP SNOW (CM) 47052 : out of range
Severe: avg_fgdepar=98.5151, expected range: -91.4164 189.5575 Severe: rms_fgdepar=98.5151, expected range: 0.0000 194.8905 |
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| BUFR LAND SYNOP SNOW (CM) 01429 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=28.5569, expected range: -8.0523 12.3585 |
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| t2m | ||
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22127 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.2591, expected range: -11.2773 5.5602 Severely_persistent: rms_fgdepar=14.3229, expected range: 0.0000 11.8528 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25627 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.5335, expected range: -21.3455 8.3441 Severely_persistent: rms_fgdepar=14.5378, expected range: 0.0000 20.0665 |
 | |
| METAR 2M TEMPERATURE (K) VYNT : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=16.7062, expected range: 3.1701 15.8957 Severely_persistent: rms_fgdepar=16.7858, expected range: 4.0661 15.8474 |
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| METAR 2M TEMPERATURE (K) VECX : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.9477, expected range: -17.8739 1.5217 Severely_persistent: rms_fgdepar=13.1604, expected range: 0.0000 17.9221 |
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| 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=-17.4859, expected range: -22.1141 -10.6901 Severely_persistent: rms_fgdepar=17.5581, expected range: 10.8935 22.0589 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 27415 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=13.6107, expected range: -8.2001 19.3294 Severely_persistent: rms_fgdepar=13.6816, expected range: 0.0000 19.2478 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 22127 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.1868, expected range: -11.2288 5.5019 Severely_persistent: rms_fgdepar=14.2546, expected range: 0.0000 11.8022 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 25627 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.4958, expected range: -21.0570 8.5990 Severely_persistent: rms_fgdepar=14.5003, expected range: 0.0000 19.6007 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 29771 : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=12.0761, expected range: 0.0000 14.3376 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22213 : out of range
Severe: avg_fgdepar=-13.8339, expected range: -6.2086 4.3560 Severe: rms_fgdepar=13.8871, expected range: 0.0000 6.0343 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22413 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.4817, expected range: -9.0927 5.3253 Severe: rms_fgdepar=12.6537, expected range: 0.0000 8.8228 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25904 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.1579, expected range: -8.4312 11.1750 Severe: rms_fgdepar=12.1645, expected range: 1.1813 6.8976 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 30664 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.0806, expected range: -11.3109 0.7493 Severe: rms_fgdepar=13.1105, expected range: 0.7424 11.7850 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22235 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=11.0267, expected range: 0.0000 5.0375 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 29456 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=10.9436, expected range: 0.0000 4.7896 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 72376 : out of range
Severe: avg_fgdepar=-13.3671, expected range: -12.4832 7.5188 Severe: rms_fgdepar=13.3997, expected range: 0.0000 10.5504 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 38878 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.8468, expected range: -14.2579 1.5791 Severe: rms_fgdepar=13.3473, expected range: 0.0000 14.2132 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24639 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.8525, expected range: -9.3414 2.4133 Severe: rms_fgdepar=12.8561, expected range: 0.0000 9.4699 |
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| METAR 2M TEMPERATURE (K) OITR : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=10.6139, expected range: 1.1481 4.6842 |
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| LAND TEMP 2M TEMPERATURE (K) 65548 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-14.8054, expected range: -29.2372 8.9992 Severe: rms_fgdepar=14.8054, expected range: 0.0000 29.2372 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 29771 : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=12.1249, expected range: 0.0000 14.4298 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 22213 : out of range
Severe: avg_fgdepar=-13.9168, expected range: -6.2642 4.3070 Severe: rms_fgdepar=13.9699, expected range: 0.0000 6.1031 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 22413 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.5186, expected range: -9.1729 5.3013 Severe: rms_fgdepar=12.6947, expected range: 0.0000 8.8971 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 25904 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.2079, expected range: -8.4812 11.1250 Severe: rms_fgdepar=12.2145, expected range: 1.1840 6.8524 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 30664 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.1116, expected range: -11.4139 0.7298 Severe: rms_fgdepar=13.1418, expected range: 0.7009 11.9149 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 24639 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.8919, expected range: -9.3903 2.3809 Severe: rms_fgdepar=12.8954, expected range: 0.0000 9.5243 |
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| rh2m | ||
| AUTOMATIC LAND SYNOP RH2M (%) 47090 : out of range
Severe: rms_fgdepar=30.8684, expected range: 0.0000 13.7601 |
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| AUTOMATIC LAND SYNOP RH2M (%) 18061 : out of range
Severe: rms_fgdepar=31.7200, expected range: 0.0000 17.0193 |
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