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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-12-08 12:00
| amsua | ||
| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 10 : out of range
4 times in the last 10 days for at least one item Severe: avg_biascorr=-0.1890, expected range: -0.4457 -0.3256 |
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| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
4 times in the last 10 days for at least one item Severe: avg_biascorr=-0.5043, expected range: -0.9282 -0.7825 |
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| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
4 times in the last 10 days for at least one item Severe: avg_biascorr=-0.8506, expected range: -1.1512 -1.1403 |
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| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 6 : out of range
4 times in the last 10 days for at least one item Severe: avg_biascorr=-0.6808, expected range: -0.8812 -0.7798 |
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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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| mwhs2 | ||
| FY-3C MWHS2 ALLSKY RADIANCES CHANNEL 4 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-2.2529, expected range: -2.7537 -2.6450 |
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| atms | ||
| NPP ATMS RADIANCES CHANNEL 14 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.3525, expected range: -0.2354 -0.1464 |
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| NOAA20 ATMS RADIANCES CHANNEL 10 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5247, expected range: -0.6527 -0.6282 |
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| gpsro | ||
| TANDEM-X GPSRO RISING HEIGHT 46-48 KM : out of range
Slight: stdev_norm_fgdepar=1.2553, expected range: 0.5657 1.0899 |
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| Atmospheric Motion Vector | ||
| HIMAWARI-8 AMV VIS1 WIND VECTOR DIFF (M/S) (2 pressure layers affected : out of range
8 times in the last 10 days for at least one item Severely_persistent: obs_number=505.0000, expected range: 299.8107 323.7988 |
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| Radiosondes | ||
| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 66 : all data missing
Severely_persistent: obs_number=0, expected range: 0.00 410.68 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 82 : all data missing
Severely_persistent: obs_number=0, expected range: 23.09 158.11 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 26781 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=17.0921, expected range: 0.0000 6.1237 Severe: avg_pge=0.8422, expected range: -0.2543 0.4013 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_lsm=0.8466, expected range: 0.9667 1.0188 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_lsm=0.8466, expected range: 0.9667 1.0188 |
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| BUFR TEMP DESCENT Q (G/KG) PRESSURE LAYER 900-1200 (HPA) : missing
2 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 0.0000 483.5182 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA : out of range
1 times in the last 10 days for at least one item Considerable: avg_lsm=0.4778, expected range: 0.5223 0.5946 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) PRESSURE LAYER 600-900 (HPA) : out of range
2 times in the last 10 days for at least one item Considerable: avg_lsm=0.4778, expected range: 0.5223 0.5946 |
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| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item Considerable: avg_lsm=0.4778, expected range: 0.5223 0.5946 |
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| amdar | ||
| AMDAR WIND VECTOR DIFF (M/S) QFA7 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=28.4422, expected range: -2.9973 11.1054 Severe: rms_fgdepar=28.4423, expected range: 0.0000 15.2654 Severe: avg_pge=0.8866, expected range: -0.1705 0.2817 |
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| WIGOS AMDAR TEMPERATURE (K) QZKWUWBA (2 pressure layers affected) : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.8703, expected range: -1.9067 0.7500 |
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| WIGOS AMDAR Q (G/KG) BPZGUWRA PRESSURE LAYER 900-1200 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.9250, expected range: -1.1860 0.7500 |
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| WIGOS AMDAR Q (G/KG) DVPUOFZA PRESSURE LAYER 900-1200 (HPA) : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.8807, expected range: -1.2331 0.7500 |
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| prof | ||
| JAPANESE WIND PROFILER VECTOR DIFF (M/S) 47612 PRESSURE LAYER 300-600 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9283, expected range: -1.1408 0.7500 Severely_persistent: rms_fgdepar=34.7286, expected range: -32.0101 44.8726 Severely_persistent: avg_fgdepar=34.6184, expected range: -20.3697 30.6897 |
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| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : missing
2 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 0.0000 445.6166 |
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| JAPANESE WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : missing
2 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 0.0000 353.5039 Severe: obs_number=0.0000, expected range: 0.0000 353.5039 |
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| synop | ||
| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 37308 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8032, expected range: 0.5882 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40001 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=868.2480, expected range: -209.7422 142.8341 Severely_persistent: rms_fgdepar=868.3639, expected range: 0.0000 250.2511 Severely_persistent: avg_pge=0.9298, expected range: -0.7548 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 64184 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9997, expected range: -1.3483 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 68408 : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-59.5520, expected range: -159.6848 92.9327 Severely_persistent: rms_fgdepar=59.5520, expected range: 0.0000 152.9745 Severely_persistent: avg_pge=1.0000, expected range: -1.9233 0.7500 |
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| AUTOMATIC LAND SYNOP RH2M (%) 68397 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.9999, expected range: -1.2296 0.7500 Severe: rms_fgdepar=53.1373, expected range: 0.0000 85.7217 Severe: avg_fgdepar=-52.9725, expected range: -141.0235 97.2095 |
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| MANUAL LAND SYNOP RH2M (%) 62120 : out of range
Severe: avg_pge=0.9571, expected range: -0.2929 0.4534 |
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| MANUAL LAND SYNOP RH2M (%) 43017 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=1.0000, expected range: -1.3429 0.7500 Severe: rms_fgdepar=58.4930, expected range: 0.0000 55.1395 Severe: avg_fgdepar=58.4930, expected range: -18.8860 55.1395 |
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| MANUAL LAND SYNOP RH2M (%) 42770 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9300, expected range: -0.4504 0.7138 |
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| MANUAL LAND SYNOP RH2M (%) 42661 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9950, expected range: -1.2065 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 80426 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8192, expected range: -1.5588 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83698 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8236, expected range: -1.5662 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 42771 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9923, expected range: -1.2419 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 94343 : out of range
Severe: avg_fgdepar=50.2356, expected range: -32.3840 31.3090 Severe: rms_fgdepar=50.2356, expected range: 0.0000 22.1804 Severe: avg_pge=0.9933, expected range: 0.0009 0.0049 |
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| BUFR LAND SYNOP RH2M (%) 94376 : out of range
Severe: avg_fgdepar=61.0186, expected range: -16.3197 40.6397 Severe: rms_fgdepar=61.0186, expected range: 0.0000 40.6397 |
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| BUFR LAND SYNOP RH2M (%) 94457 : out of range
Severe: rms_fgdepar=40.5365, expected range: -7.3992 11.0490 Severe: avg_pge=0.9674, expected range: 0.0023 0.0028 |
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| BUFR LAND SYNOP RH2M (%) 94907 : out of range
Severe: avg_fgdepar=-66.2545, expected range: -19.4196 32.8974 Severe: rms_fgdepar=66.2917, expected range: 0.0000 32.0622 Severe: avg_pge=0.9979, expected range: -0.0014 0.0087 |
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| BUFR LAND SYNOP RH2M (%) _170FAF6 : out of range
Severe: avg_fgdepar=-58.4683, expected range: -81.1583 -51.3055 Severe: rms_fgdepar=58.5246, expected range: 51.9665 80.6649 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 16436 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8345, expected range: -0.0391 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 36058 : out of range
Severe: rms_fgdepar=500.7180, expected range: 0.0000 621.7403 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 60160 : out of range
Severe: rms_fgdepar=315.7409, expected range: 0.0000 94.0083 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 62309 : Significant change of position
Severe: avg_lat=31.0300, expected range: 30.8851 30.9874 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 86846 : out of range
Severe: avg_fgdepar=779.2072, expected range: -118.8685 130.8691 Severe: rms_fgdepar=779.6631, expected range: 0.0000 103.1410 Severe: avg_pge=0.9098, expected range: -0.1224 0.1753 |
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| ship | ||
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6BQ8 : out of range
33 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8077, expected range: -1.3736 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) : Significant drift within DA wi
5 times in the last 10 days for at least one item Severely_persistent: stdev_lon=7.4000, expected range: -241.8717 311.0642 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WSEP : Significant drift within DA wi
Severe: stdev_lon=57.1857, expected range: -0.9211 1.5135 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WCX2417 : out of range
Severe: avg_pge=0.8193, expected range: -1.1992 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7ZY6 : out of range
Severe: rms_fgdepar=1032.1029, expected range: 207.4277 1767.0270 Severe: avg_fgdepar=1032.1029, expected range: 185.6879 1778.0131 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) OXKO2 : out of range
Severe: rms_fgdepar=478.9702, expected range: 27.7309 188.5635 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6FW9 : Significant drift within DA wi
Severe: stdev_lon=34.7425, expected range: -0.3491 0.4426 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V9091 : out of range
Severe: rms_fgdepar=367.9350, expected range: 0.0000 167.2929 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRIC6 : out of range
Severe: avg_pge=0.8723, expected range: -0.6663 0.7500 Severe: rms_fgdepar=15.0503, expected range: 0.0000 13.0615 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 4602593 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8662, expected range: -1.2249 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 1501742 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8231, expected range: -1.2915 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) : out of range
1 times in the last 10 days for at least one item Severe: avg_lsm=0.0217, expected range: 0.0247 0.0275 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4602599 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8578, expected range: -0.1983 0.7500 Severe: rms_fgdepar=350.8077, expected range: 0.9850 182.6165 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4101702 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8917, expected range: -0.5118 0.5594 Severe: rms_fgdepar=592.4645, expected range: 0.0000 184.3555 Severe: avg_fgdepar=583.1936, expected range: -48.4724 78.2829 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) SFAL : out of range
Severe: rms_fgdepar=488.4630, expected range: 0.0000 216.7210 |
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| METAR SURFACE PRESSURE (PA) SCCF : out of range
Severe: rms_fgdepar=300.7741, expected range: 0.0000 78.6074 |
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| snow | ||
| MANUAL LAND SYNOP SNOW (CM) 25378 : out of range
14 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=79.7772, expected range: 17.7541 94.9912 Severely_persistent: avg_fgdepar=-79.7772, expected range: -94.9912 -17.7541 |
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| BUFR LAND SYNOP SNOW (CM) _MI1FB9B : out of range
17 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=52.4117, expected range: 0.0000 80.6011 Severely_persistent: avg_fgdepar=52.4089, expected range: -19.6293 80.5393 |
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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: rms_fgdepar=68.7501, expected range: 58.5535 114.0473 Severely_persistent: avg_fgdepar=-68.7448, expected range: -114.0405 -58.5294 |
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| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=807.2278, expected range: 745.1851 839.1037 Severely_persistent: avg_fgdepar=-807.2275, expected range: -839.1498 -744.9863 |
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| BUFR LAND SYNOP SNOW (CM) 25378 : out of range
14 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=79.8234, expected range: 17.8366 95.0315 Severely_persistent: avg_fgdepar=-79.8234, expected range: -95.0315 -17.8366 |
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| BUFR LAND SYNOP SNOW (CM) 01221 : out of range
Severe: rms_fgdepar=35.2767, expected range: 0.2192 3.7252 |
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| BUFR LAND SYNOP SNOW (CM) 01132 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=25.4520, expected range: -3.1505 4.2310 |
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| t2m | ||
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71653 : out of range
21 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.0104, expected range: -28.8976 36.0692 Severely_persistent: rms_fgdepar=15.0621, expected range: 0.0000 25.6685 |
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| 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=-13.3839, expected range: -17.3519 -10.6415 Severely_persistent: rms_fgdepar=13.5465, expected range: 10.8348 17.4569 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24898 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.7383, expected range: -24.7155 14.0560 Severely_persistent: rms_fgdepar=15.9442, expected range: 0.0000 21.0056 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25808 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-17.3531, expected range: -29.0602 16.8379 Severely_persistent: rms_fgdepar=17.3767, expected range: 0.0000 24.8196 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25904 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.2784, expected range: -29.9404 16.8446 Severely_persistent: rms_fgdepar=16.3237, expected range: 0.0000 24.8864 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36091 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.4600, expected range: -21.1623 3.5074 Severely_persistent: rms_fgdepar=13.4745, expected range: 0.0000 20.1844 |
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| METAR 2M TEMPERATURE (K) KTLH : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.0469, expected range: -16.7961 -5.7195 Severely_persistent: rms_fgdepar=13.2144, expected range: 5.6763 16.8873 |
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| METAR 2M TEMPERATURE (K) VYNT : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=12.0924, expected range: 3.2499 17.2596 Severely_persistent: rms_fgdepar=12.2021, expected range: 4.4586 16.7377 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 24898 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.8676, expected range: -24.8067 13.9906 Severely_persistent: rms_fgdepar=16.0633, expected range: 0.0000 21.1892 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 25808 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-17.3824, expected range: -28.9258 16.6624 Severely_persistent: rms_fgdepar=17.4074, expected range: 0.0000 24.7793 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 25904 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.3284, expected range: -29.9904 16.7946 Severely_persistent: rms_fgdepar=16.3736, expected range: 0.0000 25.0076 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36091 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.4467, expected range: -21.2199 3.5631 Severely_persistent: rms_fgdepar=13.4617, expected range: 0.0000 20.2167 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 71653 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.3312, expected range: -28.7333 35.7342 Severely_persistent: rms_fgdepar=15.4829, expected range: 0.0000 25.3401 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 80010 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.9549, expected range: -35.3700 34.1321 Severely_persistent: rms_fgdepar=16.1170, expected range: 5.5423 18.5661 |
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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=-13.5904, expected range: -17.4030 -10.6867 Severely_persistent: rms_fgdepar=13.7510, expected range: 10.8625 17.5198 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _170E863 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.1664, expected range: -32.3384 23.0901 Severely_persistent: rms_fgdepar=15.4508, expected range: 0.0000 23.3111 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1D581 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.3382, expected range: -19.0269 -6.2235 Severely_persistent: rms_fgdepar=14.3382, expected range: 6.8938 18.8491 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 50434 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-14.5498, expected range: -20.0907 15.6181 Severe: rms_fgdepar=14.5498, expected range: 0.0000 16.4408 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 55578 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.3711, expected range: -22.0639 19.6092 Severe: rms_fgdepar=13.3711, expected range: 0.0000 18.7496 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 72777 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.9047, expected range: -9.4165 4.7815 Severe: rms_fgdepar=12.9793, expected range: 0.0000 9.1073 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.7998, expected range: -21.8637 16.6917 Severe: rms_fgdepar=12.9573, expected range: 0.0000 17.7643 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36078 : out of range
Severe: avg_fgdepar=-12.8689, expected range: -15.5371 2.4974 Severe: rms_fgdepar=12.9942, expected range: 0.3663 13.8147 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36639 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.8285, expected range: -18.1452 7.8948 Severe: rms_fgdepar=13.1318, expected range: 0.0000 18.2396 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36666 : out of range
Severe: avg_fgdepar=-12.4317, expected range: -14.4918 0.9744 Severe: rms_fgdepar=12.4943, expected range: 0.0000 14.5449 |
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| METAR 2M TEMPERATURE (K) KOUN : out of range
Severe: rms_fgdepar=12.6847, expected range: 0.0000 5.5079 |
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| LAND TEMP 2M TEMPERATURE (K) 65548 : out of range
Severe: avg_fgdepar=-13.1998, expected range: -3.9141 4.2160 Severe: rms_fgdepar=13.1998, expected range: 0.0000 3.3186 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.8758, expected range: -21.9510 16.6622 Severe: rms_fgdepar=13.0353, expected range: 0.0000 17.8872 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36078 : out of range
Severe: avg_fgdepar=-12.9354, expected range: -15.5288 2.4891 Severe: rms_fgdepar=13.0588, expected range: 0.3312 13.8510 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36639 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.6882, expected range: -18.0447 7.7941 Severe: rms_fgdepar=13.0098, expected range: 0.0000 18.1675 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36666 : out of range
Severe: avg_fgdepar=-12.4817, expected range: -14.5418 0.9244 Severe: rms_fgdepar=12.5440, expected range: 0.0000 14.5969 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 50434 : out of range
Severe: avg_fgdepar=-13.0027, expected range: -16.0824 8.8410 Severe: rms_fgdepar=13.0643, expected range: 0.0000 14.2833 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 72777 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.2274, expected range: -9.6091 4.7588 Severe: rms_fgdepar=13.3052, expected range: 0.0000 9.3537 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 87395 : out of range
Severe: avg_fgdepar=-15.7820, expected range: -4.1897 5.0678 Severe: rms_fgdepar=15.7820, expected range: 0.0000 4.8143 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1BE4D : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=13.2955, expected range: 0.0000 3.1865 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
1 times in the last 10 days for at least one item Slight: obs_number=11493.0000, expected range: 13581.8159 14510.3746 |
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| rh2m | ||
| All BUFR LAND SYNOP WMO BLOCK 66 : all data missing
Severely_persistent: obs_number=0, expected range: 0.00 369.30 |
||
| BUFR LAND SYNOP RH2M (%) : out of range
1 times in the last 10 days for at least one item Slight: obs_number=8708.0000, expected range: 9842.0600 10727.8447 |
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