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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-01-26 00:00
| amsua | ||
| NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 8 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2446, expected range: -0.2080 -0.2013 |
 | |
| NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 10 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0781, expected range: -0.0993 -0.0955 |
 | |
| NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4384, expected range: -0.4045 -0.3883 |
 | |
| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.2074, expected range: 0.2391 0.2476 |
 | |
| iasi | ||
| METOP-B IASI RADIANCES CHANNEL 3452 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1726, expected range: -0.1126 -0.0656 |
 | |
| METOP-B IASI RADIANCES CHANNEL 3658 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.3513, expected range: -0.2944 -0.2188 |
 | |
| METOP-B IASI RADIANCES CHANNEL 3248 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0250, expected range: -0.1398 -0.0822 |
 | |
| METOP-B IASI RADIANCES CHANNEL 3580 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2866, expected range: -0.1792 -0.0470 |
 | |
| METOP-B IASI RADIANCES CHANNEL 3165 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2670, expected range: -0.2412 -0.2246 |
 | |
| METOP-B IASI RADIANCES CHANNEL 3244 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1596, expected range: -0.1220 -0.0999 |
 | |
| METOP-B IASI RADIANCES CHANNEL 3252 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2319, expected range: -0.1762 -0.1565 |
 | |
| METOP-B IASI RADIANCES CHANNEL 3312 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.3176, expected range: -0.2725 -0.2598 |
 | |
| METOP-B IASI RADIANCES CHANNEL 3446 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2964, expected range: -0.2187 -0.1432 |
 | |
| METOP-B IASI RADIANCES CHANNEL 3509 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.3173, expected range: -0.2647 -0.2280 |
 | |
| METOP-C IASI RADIANCES CHANNEL 3446 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2271, expected range: -0.1737 -0.1088 |
 | |
| METOP-C IASI RADIANCES CHANNEL 3452 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1685, expected range: -0.1126 -0.0796 |
 | |
| METOP-C IASI RADIANCES CHANNEL 3580 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.3708, expected range: -0.2861 -0.2241 |
 | |
| METOP-C IASI RADIANCES CHANNEL 3653 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0941, expected range: -0.0399 0.0306 |
 | |
| METOP-C IASI RADIANCES CHANNEL 3658 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.3437, expected range: -0.2763 -0.2227 |
 | |
| METOP-C IASI RADIANCES CHANNEL 3248 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0220, expected range: -0.1652 -0.0942 |
 | |
| METOP-C IASI RADIANCES CHANNEL 3165 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2449, expected range: -0.2152 -0.1880 |
 | |
| METOP-C IASI RADIANCES CHANNEL 3244 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1509, expected range: -0.1230 -0.1017 |
 | |
| METOP-C IASI RADIANCES CHANNEL 3252 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2117, expected range: -0.1713 -0.1571 Considerable: avg_biascorr=-0.1716, expected range: -0.1540 -0.1223 |
 | |
| METOP-C IASI RADIANCES CHANNEL 3312 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.3001, expected range: -0.2684 -0.2463 |
 | |
| METOP-C IASI RADIANCES CHANNEL 3509 : out of range
1 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2960, expected range: -0.2578 -0.2386 Considerable: avg_biascorr=-0.2617, expected range: -0.2390 -0.2085 |
 | |
| mhs | ||
| NOAA-19 MHS ALLSKY RADIANCES CHANNEL 3 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.5210, expected range: 0.6164 0.6823 |
 | |
| mwhs2 | ||
| FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 12 : out of range
Severe: stdev_norm_fgdepar=0.5411, expected range: 0.6116 0.6943 |
 | |
| FY-3D MWHS2 ALLSKY RADIANCES (5 channels affected) : out of range
Considerable: obs_number=21399.0000, expected range: 45047.1870 63825.1880 |
 | |
| ssmis | ||
| DMSP-17 SSMIS RADIANCES CHANNEL 11 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1484, expected range: 0.0450 0.1475 |
 | |
| Atmospheric Motion Vector | ||
| HIMAWARI-8 AMV CLOUDY WV2 WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 : out of range
2 times in the last 10 days for at least one item Considerable: obs_number=307.0000, expected range: 550.2815 680.5932 |
 | |
| GOES-17 AMV CLOUDY WV3 WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 ( : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=317.0000, expected range: 27.3734 125.2881 |
 | |
| mwri | ||
| FY-3D MWRI RADIANCES (6 channels affected) : out of range
Considerable: obs_number=2627.0000, expected range: 11608.2732 17993.4317 |
 | |
| resat | ||
| NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 410-411 (HPA) : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=0.6722, expected range: 0.2934 0.3333 |
 | |
| NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 1010-1011 (HPA) : out of range
9 times in the last 10 days for at least one item Severely_persistent: stdev_fgdepar=3.1654, expected range: 0.4135 1.7848 |
 | |
| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 29862 PRESSURE LAYER 300-600 (HPA) : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-11.7269, expected range: -30.4425 23.6938 Severely_persistent: rms_fgdepar=11.7508, expected range: 0.0000 24.0802 |
 | |
| LAND TEMP TEMPERATURE (K) 30758 PRESSURE LAYER 900-1200 (HPA) : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8686, expected range: -0.8938 0.7500 |
 | |
| LAND TEMP TEMPERATURE (K) 24688 PRESSURE LAYER 900-1200 (HPA) : out of range
23 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8609, expected range: 0.3991 0.7500 |
 | |
| HIGH RESO LAND TEMP TEMPERATURE (K) 54102 PRESSURE LAYER 900-1200 (HPA : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8476, expected range: -1.3855 0.7500 |
 | |
| LAND TEMP TEMPERATURE (K) 35700 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_fgdepar=10.9933, expected range: -0.9982 1.9076 Severe: rms_fgdepar=11.0066, expected range: 0.0163 2.2661 Severe: avg_pge=0.9249, expected range: -0.2582 0.6095 |
 | |
| LAND TEMP TEMPERATURE (K) 24507 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_fgdepar=-9.5940, expected range: -10.7605 8.3608 Severe: rms_fgdepar=9.5982, expected range: 0.0000 10.4992 Severe: avg_pge=0.9128, expected range: -0.6633 0.7500 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) 94299 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=2.0359, expected range: 0.0000 0.9526 |
 | |
| HIGH RESO LAND TEMP TEMPERATURE (K) 53068 PRESSURE LAYER 900-1200 (HPA : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=8.0980, expected range: 0.6228 5.6826 Severe: avg_pge=0.8403, expected range: -0.6283 0.7500 |
 | |
| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 57516 PRESSURE LAYER 0-300 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=20.9348, expected range: 0.0189 5.6501 |
 | |
| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 20 : all data missing
Severe: obs_number=0, expected range: 39.36 109.97 |
||
| amdar | ||
| TAMDAR WIND VECTOR DIFF (M/S) 00005178 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=20.6631, expected range: 1.5116 20.6542 Severe: rms_fgdepar=20.6631, expected range: 1.2994 22.2042 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) G0Q0Q5ZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=28.8904, expected range: 0.0000 19.2645 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) TKNCSWZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.1410, expected range: 0.0000 9.6603 |
 | |
| airep | ||
| AIREP WIND VECTOR DIFF (M/S) LOT3T PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=66.9984, expected range: -5.7602 15.6836 Severe: rms_fgdepar=66.9984, expected range: 0.0000 23.4914 |
 | |
| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 42339 PRESSURE LAYER 0-300 (HPA) : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=33.1141, expected range: -34.7644 65.3463 Severely_persistent: rms_fgdepar=33.1141, expected range: 0.0000 60.8145 Severely_persistent: avg_pge=0.9044, expected range: -0.8010 0.7500 |
 | |
| LAND PILOT WIND VECTOR DIFF (M/S) 43110 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_pge=0.8619, expected range: -1.3087 0.7500 |
 | |
| synop | ||
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 67241 : out of range
7 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=236.4532, expected range: 0.0000 186.1697 Severely_persistent: avg_pge=0.8068, expected range: -0.5989 0.7469 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40691 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8587, expected range: -0.2144 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48302 : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8419, expected range: -0.5929 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) _MI1213E : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8410, expected range: 0.7626 0.7500 |
||
| MANUAL LAND SYNOP RH2M (%) 64600 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.9860, expected range: -1.5208 0.7500 |
 | |
| MANUAL LAND SYNOP RH2M (%) 64650 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.9755, expected range: -1.5329 0.7500 |
 | |
| MANUAL LAND SYNOP RH2M (%) 87506 : out of range
Severe: avg_pge=0.8719, expected range: -1.0828 0.7500 |
 | |
| MANUAL LAND SYNOP RH2M (%) 87097 : out of range
Severe: avg_pge=0.8591, expected range: -0.0098 0.0176 |
 | |
| MANUAL LAND SYNOP RH2M (%) 87148 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=52.0267, expected range: -12.2481 17.2925 Severe: rms_fgdepar=52.0267, expected range: 0.0000 11.8191 Severe: avg_pge=0.9996, expected range: -0.0812 0.0999 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42832 : out of range
Severe: rms_fgdepar=327.6588, expected range: 0.0000 80.2852 Severe: avg_pge=0.8314, expected range: 0.0000 0.0000 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83364 : out of range
Severe: rms_fgdepar=316.0057, expected range: 0.0000 131.1682 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 67327 : out of range
Severe: rms_fgdepar=379.2139, expected range: 0.0000 184.2328 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62008 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8091, expected range: -1.0640 0.7500 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 16539 : out of range
Severe: rms_fgdepar=300.7204, expected range: 0.0000 76.1091 |
 | |
| BUFR LAND SYNOP RH2M (%) 94451 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.9969, expected range: -1.6538 0.7500 |
 | |
| BUFR LAND SYNOP RH2M (%) 95533 : out of range
Severe: rms_fgdepar=31.8805, expected range: 0.0000 14.1199 |
 | |
| BUFR LAND SYNOP RH2M (%) 06704 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=50.2492, expected range: -70.7001 91.4084 Severe: rms_fgdepar=50.2492, expected range: 0.0000 66.6925 |
 | |
| BUFR LAND SYNOP RH2M (%) 53798 : out of range
Severe: rms_fgdepar=52.1500, expected range: 0.0000 47.8978 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71232 : out of range
Severe: avg_pge=0.8156, expected range: 0.1034 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 76243 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8065, expected range: -0.0501 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 62455 : out of range
Severe: rms_fgdepar=343.0401, expected range: 0.0000 103.9583 Severe: avg_pge=0.8600, expected range: 0.0000 0.0000 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 34476 : out of range
Severe: rms_fgdepar=397.5190, expected range: 0.0000 150.6579 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 94318 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=1012.8353, expected range: -91.6780 125.5012 Severe: rms_fgdepar=1012.8353, expected range: 0.0000 92.9923 Severe: avg_pge=0.9442, expected range: -1.3724 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
Severe: obs_number=1842.0000, expected range: 2154.3333 2164.3333 |
 | |
| MANUAL LAND SYNOP RH2M (%) : out of range
Considerable: obs_number=89.0000, expected range: 73.6699 82.3301 |
 | |
| ship | ||
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 3FSQ2 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8386, expected range: -0.5825 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3EVK3 : out of range
30 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-537.1823, expected range: -684.6512 -358.3843 Severely_persistent: rms_fgdepar=537.4296, expected range: 351.3357 697.8125 |
 | |
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) OZDL2 : out of range
Severe: rms_fgdepar=16.2403, expected range: 0.0000 8.1406 |
 | |
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 3FSP9 : out of range
Severe: rms_fgdepar=16.7485, expected range: 0.0000 14.9202 Severe: avg_pge=0.8995, expected range: -0.6821 0.7500 |
 | |
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 7JXX : out of range
Severe: rms_fgdepar=19.3518, expected range: 0.9707 3.5155 Severe: avg_pge=0.9137, expected range: -0.2658 0.3712 |
 | |
| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 4301614 : out of range
27 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=513.6067, expected range: 0.0000 1368.4762 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 6402591 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-604.6836, expected range: -509.2293 386.6120 Severe: rms_fgdepar=604.6836, expected range: 0.0000 671.7065 Severe: avg_pge=0.9174, expected range: -1.0882 0.7500 |
 | |
| MOORED BUOYS SURFACE PRESSURE (PA) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=75.0000, expected range: 100.0000 100.0000 |
 | |
| snow | ||
| MANUAL LAND SYNOP SNOW (CM) 30815 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=60.1102, expected range: 58.6128 67.5481 Severely_persistent: rms_fgdepar=60.1102, expected range: 58.6128 67.5481 |
 | |
| MANUAL LAND SYNOP SNOW (CM) 36208 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-55.1329, expected range: -67.1015 -47.0676 Severely_persistent: rms_fgdepar=55.1329, expected range: 47.0676 67.1015 |
 | |
| ROCOB TEMP SNOW (CM) 63301060 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=73.6934, expected range: 60.0077 93.2218 Severely_persistent: rms_fgdepar=73.6934, expected range: 60.0077 93.2218 |
 | |
| BUFR LAND SYNOP SNOW (CM) 08940 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-102.9938, expected range: -104.3024 -92.2091 Severely_persistent: rms_fgdepar=102.9938, expected range: 92.2091 104.3024 |
 | |
| BUFR LAND SYNOP SNOW (CM) _MI136C1 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-83.2910, expected range: -92.3943 -81.9692 |
||
| BUFR LAND SYNOP SNOW (CM) _MI136C1 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=83.3015, expected range: 81.9721 92.4043 |
||
| BUFR LAND SYNOP SNOW (CM) _MI13B42 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-60.6175, expected range: -68.2885 -57.4806 |
||
| BUFR LAND SYNOP SNOW (CM) _MI13B42 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=60.6301, expected range: 57.5028 68.3072 |
||
| BUFR LAND SYNOP SNOW (CM) 01003 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-74.3702, expected range: -104.1247 -22.2205 Severely_persistent: rms_fgdepar=74.3702, expected range: 22.2205 104.1247 |
 | |
| BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-56.0893, expected range: -59.9603 -55.8311 |
||
| BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=56.0914, expected range: 55.8342 59.9602 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-76.2078, expected range: -88.1300 -71.4951 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=76.2234, expected range: 71.4949 88.1570 |
||
| BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-75.4229, expected range: -80.1457 -72.6213 |
||
| BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=75.4256, expected range: 72.6246 80.1467 |
||
| BUFR LAND SYNOP SNOW (CM) _MI18EB4 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-90.4882, expected range: -94.7427 -86.1657 |
||
| BUFR LAND SYNOP SNOW (CM) _MI18EB4 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=90.4929, expected range: 86.1793 94.7461 |
||
| BUFR LAND SYNOP SNOW (CM) 30815 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=60.2575, expected range: 58.6842 67.7327 Severely_persistent: rms_fgdepar=60.2575, expected range: 58.6842 67.7327 |
 | |
| BUFR LAND SYNOP SNOW (CM) 08915 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-94.2487, expected range: -93.8613 -89.8706 Severely_persistent: rms_fgdepar=94.2487, expected range: 89.8706 93.8613 |
 | |
| BUFR LAND SYNOP SNOW (CM) _MI17425 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-68.3372, expected range: -76.2525 -65.9387 |
||
| BUFR LAND SYNOP SNOW (CM) _MI17425 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=68.3390, expected range: 65.9439 76.2557 |
||
| BUFR LAND SYNOP SNOW (CM) _MI11375 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-60.2221, expected range: -63.6167 -57.1140 |
||
| BUFR LAND SYNOP SNOW (CM) _MI11375 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=60.2383, expected range: 57.1106 63.6450 |
||
| BUFR LAND SYNOP SNOW (CM) 14006 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=54.7974, expected range: 56.7788 59.4902 Severely_persistent: rms_fgdepar=54.7974, expected range: 56.7788 59.4902 |
 | |
| BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-79.4372, expected range: -89.4907 -76.3851 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=79.4471, expected range: 76.3904 89.4984 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BD27 : out of range
24 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-51.8015, expected range: -52.2155 -48.5865 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BD27 : out of range
24 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=51.8166, expected range: 48.5850 52.2306 |
||
| BUFR LAND SYNOP SNOW (CM) 01008 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-75.1190, expected range: -80.0839 -55.3993 Severely_persistent: rms_fgdepar=75.1193, expected range: 55.3976 80.0876 |
 | |
| BUFR LAND SYNOP SNOW (CM) 36208 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-55.1329, expected range: -67.1015 -47.0676 Severely_persistent: rms_fgdepar=55.1329, expected range: 47.0676 67.1015 |
 | |
| BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=54.3269, expected range: 52.7368 58.0064 |
||
| BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=54.3285, expected range: 52.7403 58.0096 |
||
| BUFR LAND SYNOP SNOW (CM) _MI11058 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-67.3020, expected range: -74.6429 -66.5581 |
||
| BUFR LAND SYNOP SNOW (CM) _MI11058 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=67.3082, expected range: 66.5671 74.6476 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-62.8974, expected range: -66.2455 -55.3792 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=62.8975, expected range: 55.3766 66.2504 |
||
| BUFR LAND SYNOP SNOW (CM) _MI14D1B : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-65.8572, expected range: -73.8800 -63.7827 |
||
| BUFR LAND SYNOP SNOW (CM) _MI14D1B : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=65.8590, expected range: 63.7824 73.8847 |
||
| BUFR LAND SYNOP SNOW (CM) _MI190AB : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-55.5895, expected range: -60.7188 -53.9335 |
||
| BUFR LAND SYNOP SNOW (CM) _MI190AB : out of range
32 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=55.5955, expected range: 54.0473 61.0819 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-75.4022, expected range: -83.0721 -73.8252 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=75.4063, expected range: 73.8288 83.0777 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BB4C : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-51.5275, expected range: -63.6583 -49.2269 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BB4C : out of range
36 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=51.5424, expected range: 49.2325 63.6635 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-75.4106, expected range: -83.3286 -73.5811 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=75.4141, expected range: 73.5863 83.3297 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1D8AE : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-75.1189, expected range: -81.2195 -72.7063 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1D8AE : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=75.1261, expected range: 72.7099 81.2264 |
||
| BUFR LAND SYNOP SNOW (CM) _MI13CBF : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-69.7458, expected range: -74.6799 -67.2033 |
||
| BUFR LAND SYNOP SNOW (CM) _MI13CBF : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=69.7509, expected range: 67.2077 74.6876 |
||
| MANUAL LAND SYNOP SNOW (CM) 17091 : out of range
Severe: rms_fgdepar=33.5788, expected range: 0.0000 15.4316 |
 | |
| MANUAL LAND SYNOP SNOW (CM) 17058 : out of range
Severe: rms_fgdepar=28.6372, expected range: -7.5176 10.2994 |
 | |
| BUFR LAND SYNOP SNOW (CM) 17060 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=21.3121, expected range: -4.9805 6.7184 |
 | |
| BUFR LAND SYNOP SNOW (CM) 01180 : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=30.2181, expected range: 0.0000 16.2883 |
 | |
| BUFR LAND SYNOP SNOW (CM) 47061 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=97.3423, expected range: -0.6869 0.1794 Severe: rms_fgdepar=97.3447, expected range: 0.0000 0.9066 |
 | |
| BUFR LAND SYNOP SNOW (CM) 17058 : out of range
Severe: rms_fgdepar=28.6372, expected range: -7.5176 10.2994 |
 | |
| BUFR LAND SYNOP SNOW (CM) : out of range
1 times in the last 10 days for at least one item Slight: rms_fgdepar=288.2773, expected range: 252.1768 285.0794 |
 | |
| t2m | ||
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 44224 : out of range
21 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.7434, expected range: -18.4910 -7.2656 Severely_persistent: rms_fgdepar=15.5419, expected range: 7.3403 18.6667 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
21 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.5983, expected range: -32.0314 10.7711 Severely_persistent: rms_fgdepar=12.7313, expected range: 0.0000 29.8636 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36566 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.4165, expected range: -22.8183 13.3782 Severely_persistent: rms_fgdepar=12.6423, expected range: 0.0000 19.8257 |
 | |
| MANUAL 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=-13.6725, expected range: -14.7053 -7.0442 Severely_persistent: rms_fgdepar=13.7963, expected range: 7.0515 14.9343 |
 | |
| METAR 2M TEMPERATURE (K) LTCB : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=13.0267, expected range: 4.9730 23.5558 Severely_persistent: rms_fgdepar=13.0836, expected range: 5.1513 23.6373 |
 | |
| METAR 2M TEMPERATURE (K) VECX : out of range
30 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.6627, expected range: -22.2737 -7.1056 Severely_persistent: rms_fgdepar=16.7939, expected range: 7.2309 22.3717 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI17F40 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=13.3502, expected range: 6.5431 14.1365 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI17F40 : out of range
5 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=13.4120, expected range: 6.5452 14.2597 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) 06751 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=12.2973, expected range: 2.7819 14.0318 Severely_persistent: rms_fgdepar=12.3217, expected range: 2.8647 14.3160 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 04112 : out of range
22 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.9791, expected range: -18.1877 -7.5415 Severely_persistent: rms_fgdepar=16.2034, expected range: 7.6929 18.4004 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 44224 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.7934, expected range: -18.5410 -7.3156 Severely_persistent: rms_fgdepar=15.5894, expected range: 7.3899 18.7161 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI12FF4 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=15.3460, expected range: 5.4280 15.4023 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI12FF4 : out of range
8 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=15.4367, expected range: 5.4026 15.6263 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) 44215 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.0205, expected range: -14.5522 -2.8289 Severely_persistent: rms_fgdepar=12.3232, expected range: 2.9127 14.7011 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.6874, expected range: -32.1624 10.7274 Severely_persistent: rms_fgdepar=12.8233, expected range: 0.0000 30.0741 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
30 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.7233, expected range: -20.1077 -8.0636 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
30 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.7233, expected range: 9.1084 20.0614 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) 36566 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.4665, expected range: -22.8683 13.3282 Severely_persistent: rms_fgdepar=12.6915, expected range: 0.0000 19.9371 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 78896 : out of range
30 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.0721, expected range: -15.0338 -10.4410 Severely_persistent: rms_fgdepar=12.2452, expected range: 10.7225 15.2050 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 36259 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.7939, expected range: -14.8004 -7.1716 Severely_persistent: rms_fgdepar=13.9190, expected range: 7.1671 15.0318 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71956 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=10.3962, expected range: 0.0000 5.1172 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22213 : out of range
Severe: avg_fgdepar=-12.8669, expected range: -7.4226 5.0397 Severe: rms_fgdepar=12.8967, expected range: -4.1659 8.0874 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13C61 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=12.4589, expected range: -2.4798 12.8797 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13C61 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=12.4667, expected range: 0.0000 12.9196 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1BA02 : out of range
Severe: avg_fgdepar=12.5908, expected range: -0.9410 13.8223 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1BA02 : out of range
Severe: rms_fgdepar=12.5962, expected range: 0.0826 13.8975 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI19322 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=12.1380, expected range: 2.2998 14.3536 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI19322 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=12.1896, expected range: 2.6366 14.4809 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) 22213 : out of range
Severe: avg_fgdepar=-12.9432, expected range: -7.1350 4.7611 Severe: rms_fgdepar=12.9728, expected range: -3.9947 7.8517 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 06654 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=12.8021, expected range: -1.4546 15.2056 Severe: rms_fgdepar=12.8256, expected range: 0.0000 14.8788 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 06617 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.7524, expected range: -14.5345 6.7292 Severe: rms_fgdepar=12.8350, expected range: 0.0000 14.7087 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1BB4C : out of range
Severe: avg_fgdepar=12.0721, expected range: 1.4910 12.9963 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1BB4C : out of range
Severe: rms_fgdepar=12.1947, expected range: 1.8981 12.9082 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
1 times in the last 10 days for at least one item Severe: obs_number=1874.0000, expected range: 2164.5466 2214.8284 |
 | |
| rh2m | ||
| AUTOMATIC LAND SYNOP RH2M (%) 94794 : out of range
Severe: rms_fgdepar=33.8121, expected range: 0.0000 18.3185 |
 | |
| BUFR LAND SYNOP RH2M (%) : out of range
Considerable: obs_number=1791.0000, expected range: 1921.1128 2140.1372 Considerable: obs_number=1881.0000, expected range: 2069.3002 2150.8248 |
 | |