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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-05-21 12:00
| amsua | ||
| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5298, expected range: -0.4798 -0.4741 |
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| iasi | ||
| METOP-C IASI RADIANCES CHANNEL 262 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0546, expected range: 0.0363 0.0407 |
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| METOP-C IASI RADIANCES CHANNEL 269 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0702, expected range: -0.0956 -0.0858 |
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| METOP-C IASI RADIANCES CHANNEL 271 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0927, expected range: -0.1442 -0.1153 |
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| cris | ||
| NOAA20 CRIS RADIANCES CHANNEL 92 : out of range
3 times in the last 10 days for at least one item Severe: avg_biascorr=0.0297, expected range: 0.0178 0.0209 |
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| NOAA20 CRIS RADIANCES CHANNEL 96 : out of range
3 times in the last 10 days for at least one item Severe: avg_biascorr=-0.0092, expected range: -0.0408 -0.0257 |
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| NOAA20 CRIS RADIANCES CHANNEL 97 : out of range
3 times in the last 10 days for at least one item Severe: avg_biascorr=0.0554, expected range: 0.0208 0.0402 |
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| NOAA20 CRIS RADIANCES CHANNEL 108 : out of range
3 times in the last 10 days for at least one item Severe: avg_biascorr=-0.0394, expected range: -0.0896 -0.0702 |
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| atms | ||
| NPP ATMS RADIANCES CHANNEL 19 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1116, expected range: -0.2127 -0.1786 |
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| NPP ATMS RADIANCES CHANNEL 20 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0548, expected range: -0.0258 -0.0209 |
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| NPP ATMS RADIANCES CHANNEL 21 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.2177, expected range: 0.1363 0.1371 |
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| NPP ATMS RADIANCES CHANNEL 22 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.7620, expected range: 0.6487 0.6678 |
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| NPP ATMS RADIANCES CHANNEL 11 : out of range
21 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.3194, expected range: -0.2392 -0.2277 |
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| NPP ATMS RADIANCES CHANNEL 12 : out of range
22 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5137, expected range: -0.4307 -0.4252 |
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| NPP ATMS RADIANCES CHANNEL 13 : out of range
26 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4659, expected range: -0.3684 -0.3095 |
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| NOAA20 ATMS RADIANCES CHANNEL 20 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2270, expected range: -0.3025 -0.2913 |
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| NOAA20 ATMS RADIANCES CHANNEL 21 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0384, expected range: -0.1072 -0.1047 |
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| NOAA20 ATMS RADIANCES CHANNEL 22 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.5346, expected range: 0.4300 0.4639 |
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| NOAA20 ATMS RADIANCES CHANNEL 14 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1695, expected range: -0.2055 -0.2043 |
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| NOAA20 ATMS RADIANCES CHANNEL 13 : out of range
24 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.6592, expected range: -0.5878 -0.5065 |
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| Atmospheric Motion Vector | ||
| AQUA MODIS CLOUDY WV WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HP : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=470.0000, expected range: 241.9128 392.8539 |
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| resat | ||
| NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 250-251 (HPA) : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=0.0322, expected range: -0.2146 -0.0991 |
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| Radiosondes | ||
| All HIGH RESO SEA TEMP ALL LAYERS South Atlantic : all data missing
Severely_persistent: obs_number=0, expected range: 83.06 351.07 |
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| LAND TEMP TEMPERATURE (K) 26075 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=9.0336, expected range: 0.0000 3.0782 |
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| LAND TEMP TEMPERATURE (K) 34882 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=7.4578, expected range: 0.0000 3.1605 |
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| LAND TEMP TEMPERATURE (K) 34882 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_pge=0.8528, expected range: -0.3808 0.5755 |
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| LAND TEMP Q (G/KG) 61442 PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=6.3955, expected range: 3.6242 5.8776 |
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| LAND TEMP Q (G/KG) 97724 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=3.2883, expected range: 0.1999 1.5283 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA : out of range
Severe: avg_fgdepar=9.1479, expected range: 0.9544 3.5509 Severe: rms_fgdepar=9.6196, expected range: 1.0204 3.9750 Severe: avg_fgdepar=9.1479, expected range: 0.9248 3.5845 Severe: rms_fgdepar=9.6196, expected range: 0.9636 4.0601 |
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| HIGH RESO LAND TEMP Q (G/KG) 08536 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=2.1261, expected range: 0.1132 1.1276 |
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| All HIGH RESO SEA TEMP ALL LAYERS Tropics : all data missing
Severe: obs_number=0, expected range: 76.28 324.76 |
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| All HIGH RESO SEA TEMP ALL LAYERS Alantic Tropical are : all data missing
Severe: obs_number=0, expected range: 76.28 324.76 |
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| All BUFR TEMP DESCENT ALL LAYERS Tropics : all data missing
Severe: obs_number=0, expected range: 69.46 118.21 |
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| All BUFR TEMP DESCENT ALL LAYERS Alantic Tropical are : all data missing
Severe: obs_number=0, expected range: 69.46 118.21 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) (4 pressure layers affected) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=144.0000, expected range: 253.6735 331.3265 |
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| amdar | ||
| AMDAR WIND VECTOR DIFF (M/S) CNJCA110 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=15.1846, expected range: 0.0000 6.6446 |
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| TAMDAR WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : missing
Severe: obs_number=0.0000, expected range: 10.9591 210.3638 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) EU4064 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=20.8843, expected range: -9.9116 16.2287 Severe: rms_fgdepar=24.2430, expected range: 0.0000 17.7372 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) A4OYZFBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.5270, expected range: 0.0000 7.9722 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) MZCEIEZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=21.0773, expected range: -1.0318 7.9113 Severe: rms_fgdepar=21.7222, expected range: 0.0000 8.7660 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) E05UNWZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=20.3186, expected range: -1.8283 7.7968 Severe: rms_fgdepar=20.4191, expected range: 0.0000 8.4995 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) EU4064 PRESSURE LAYER 300-600 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8575, expected range: -1.0191 0.7500 |
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| WIGOS AMDAR TEMPERATURE (K) EO0JMSBA (2 pressure layers affected) : out of range
Severe: avg_pge=0.8481, expected range: -1.5492 0.7500 |
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| WIGOS AMDAR TEMPERATURE (K) EU4064 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_fgdepar=10.1590, expected range: -3.9366 4.1152 Severe: rms_fgdepar=10.1590, expected range: -5.2538 7.3814 |
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| WIGOS AMDAR TEMPERATURE (K) EO0JMSBA PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_fgdepar=-12.5424, expected range: -25.1250 19.0956 Severe: rms_fgdepar=12.5424, expected range: -19.0193 23.5898 |
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| synop | ||
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 44232 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8544, expected range: 0.4372 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 76243 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8351, expected range: -0.7431 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42805 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8294, expected range: -1.7434 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42963 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=1.0000, expected range: -1.8841 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42674 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8390, expected range: -1.1995 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42469 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8369, expected range: -0.8284 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 96751 : out of range
26 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-597.9586, expected range: -705.3191 -545.9146 Severely_persistent: rms_fgdepar=598.7509, expected range: 545.6456 706.3052 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 97072 : out of range
26 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-907.2307, expected range: -972.0342 -855.9469 Severely_persistent: rms_fgdepar=907.9451, expected range: 855.5146 973.9928 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 30028 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8002, expected range: -0.8518 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 89512 : out of range
Severe: rms_fgdepar=364.6252, expected range: 0.0000 208.3431 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83652 : out of range
Severe: avg_fgdepar=-513.8244, expected range: -170.5789 175.1255 Severe: rms_fgdepar=712.4436, expected range: 0.0000 153.1708 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82143 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=367.1016, expected range: 0.0000 265.4794 Severe: avg_pge=0.8374, expected range: -0.9596 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42715 : out of range
Severe: avg_fgdepar=678.0852, expected range: -288.1658 349.1376 Severe: rms_fgdepar=678.0852, expected range: 0.0000 219.5010 Severe: avg_pge=0.9092, expected range: -0.9004 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83235 : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=381.9088, expected range: 0.0000 166.3035 Severe: avg_pge=0.8080, expected range: -0.3857 0.4378 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 64756 : out of range
Severe: rms_fgdepar=450.7180, expected range: 0.0000 234.9366 Severe: avg_pge=0.8195, expected range: -0.7687 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83186 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-588.7164, expected range: -252.2646 121.3076 Severe: rms_fgdepar=591.6066, expected range: 0.0000 266.1289 Severe: avg_pge=0.8948, expected range: -0.5757 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62007 : out of range
Severe: rms_fgdepar=547.4606, expected range: 0.0000 287.0148 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83767 : out of range
Severe: rms_fgdepar=497.7754, expected range: 0.0000 201.0714 Severe: avg_pge=0.8855, expected range: -0.5855 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83377 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=300.2572, expected range: 0.0000 118.7755 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 78458 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=588.7597, expected range: 0.0000 206.5847 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82588 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=355.5952, expected range: 0.0000 166.0576 Severe: avg_pge=0.8272, expected range: -0.9058 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 41560 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.9973, expected range: -1.7028 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42701 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=61.1219, expected range: -48.5487 69.9265 Severe: rms_fgdepar=61.1219, expected range: 0.0000 58.4175 Severe: avg_pge=0.9298, expected range: -1.6917 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 38545 : out of range
Severe: rms_fgdepar=46.6452, expected range: 0.0000 12.6381 |
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| MANUAL LAND SYNOP RH2M (%) 62018 : out of range
Severe: avg_pge=0.8610, expected range: -0.1042 0.1497 |
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| MANUAL LAND SYNOP RH2M (%) 42709 : out of range
Severe: rms_fgdepar=40.4665, expected range: 0.0000 20.3655 Severe: avg_pge=0.9987, expected range: -0.0202 0.0297 |
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| MANUAL LAND SYNOP RH2M (%) 42249 : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.9829, expected range: -1.9930 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 61820 : out of range
Severe: rms_fgdepar=389.8086, expected range: 0.0000 221.3269 Severe: avg_pge=0.8758, expected range: -0.4665 0.6049 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48460 : out of range
Severe: rms_fgdepar=458.5810, expected range: 0.0000 237.3855 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 72434 : out of range
Severe: rms_fgdepar=397.7259, expected range: 0.0000 136.4936 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48055 : out of range
Severe: rms_fgdepar=384.0547, expected range: 0.0000 182.4784 Severe: avg_pge=0.8350, expected range: -0.9208 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 41965 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=555.9427, expected range: -286.9225 509.3101 Severe: rms_fgdepar=555.9427, expected range: 0.0000 500.8753 Severe: avg_pge=0.8847, expected range: -1.0757 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 61695 : out of range
Severe: rms_fgdepar=586.9063, expected range: 0.0000 199.0885 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48307 : out of range
Severe: rms_fgdepar=578.5164, expected range: 0.0000 207.6584 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 33187 : out of range
Severe: rms_fgdepar=313.8653, expected range: 0.0000 168.6525 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 41998 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=360.2190, expected range: 25.8928 117.8612 |
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| BUFR LAND SYNOP RH2M (%) 76581 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9854, expected range: -1.0621 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 48052 : out of range
Severe: avg_pge=0.9988, expected range: -0.6510 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 48053 : out of range
Severe: rms_fgdepar=38.6215, expected range: 0.0000 32.6840 Severe: avg_pge=0.9748, expected range: -0.9104 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 42874 : out of range
Severe: rms_fgdepar=44.3185, expected range: 0.0000 39.7795 Severe: avg_pge=0.9981, expected range: -0.2235 0.2702 |
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| BUFR LAND SYNOP RH2M (%) 48085 : out of range
Severe: rms_fgdepar=47.6405, expected range: 0.0000 25.6942 Severe: avg_pge=0.9998, expected range: -0.0162 0.0263 |
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| BUFR LAND SYNOP RH2M (%) 24606 : out of range
Severe: rms_fgdepar=43.4801, expected range: 0.0000 27.9295 Severe: avg_pge=0.9572, expected range: -0.0167 0.0283 |
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| BUFR LAND SYNOP RH2M (%) 35746 : out of range
Severe: rms_fgdepar=37.8132, expected range: 0.0000 18.3946 |
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| ship | ||
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WDH7563 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=685.6359, expected range: -2420.0825 2732.2144 Severely_persistent: rms_fgdepar=1016.6499, expected range: 0.0000 2192.5332 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 2IYH3 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=792.4910, expected range: -184.2736 1364.0147 Severely_persistent: rms_fgdepar=792.4910, expected range: 0.0000 1404.5657 Severely_persistent: avg_pge=0.8793, expected range: 0.6204 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) WDH7560 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8883, expected range: -0.6626 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA5500 : out of range
Severe: avg_fgdepar=978.9489, expected range: -174.9094 190.4390 Severe: rms_fgdepar=978.9489, expected range: 0.0000 105.6875 Severe: avg_pge=0.8923, expected range: 0.0000 0.0000 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6VG7 : out of range
Severe: avg_fgdepar=-645.3420, expected range: -432.4191 522.2840 Severe: rms_fgdepar=645.3420, expected range: 0.0000 368.0255 Severe: avg_pge=0.8743, expected range: -0.5791 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WDJ3199 : out of range
Severe: avg_fgdepar=522.9534, expected range: -450.9043 294.7466 Severe: rms_fgdepar=522.9534, expected range: 0.0000 312.9555 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) C6EQ2 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=17.1879, expected range: 0.0000 12.2536 Severe: avg_pge=0.9002, expected range: -0.2287 0.7500 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 6204562 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8095, expected range: -1.5109 0.7500 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) OIGK : out of range
Severe: avg_fgdepar=691.2162, expected range: -618.1240 732.6908 Severe: rms_fgdepar=692.1396, expected range: 0.0000 691.4057 Severe: avg_pge=0.8173, expected range: -1.0857 0.7500 |
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| METAR SURFACE PRESSURE (PA) GFLL : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=630.3174, expected range: -236.4840 104.0170 Severe: rms_fgdepar=635.9219, expected range: 0.0000 171.5422 Severe: avg_pge=0.8032, expected range: -0.1898 0.2527 |
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| METAR SURFACE PRESSURE (PA) EQAY : out of range
Severe: rms_fgdepar=422.4899, expected range: 0.0000 205.7757 |
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| snow | ||
| BUFR LAND SYNOP SNOW (CM) 01361 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=68.8410, expected range: 52.3405 74.3754 Severely_persistent: rms_fgdepar=68.8412, expected range: 52.3502 74.3727 |
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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: avg_fgdepar=-774.5984, expected range: -773.9609 -711.1166 |
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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=774.5985, expected range: 711.1139 773.9658 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=58.1415, expected range: 70.0360 120.3391 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
34 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=58.2608, expected range: 70.0315 120.3824 |
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| 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=-99.7007, expected range: -93.3441 -87.3612 Severely_persistent: rms_fgdepar=99.7007, expected range: 87.3612 93.3446 |
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| MANUAL LAND SYNOP SNOW (CM) 37531 : out of range
Severe: avg_fgdepar=54.0000, expected range: -22.9341 45.8230 Severe: rms_fgdepar=54.0000, expected range: 0.0000 49.0741 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=55.8954, expected range: 28.0361 54.7203 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=56.5581, expected range: 27.7391 56.0514 |
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| t2m | ||
| METAR 2M TEMPERATURE (K) UGMS : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=12.4645, expected range: 8.1882 15.6233 Severely_persistent: rms_fgdepar=12.4845, expected range: 8.2892 15.6526 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
22 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.3808, expected range: -18.8735 -11.2303 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
22 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=16.3827, expected range: 11.2797 18.8814 |
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| METAR 2M TEMPERATURE (K) OIGK : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=12.5854, expected range: 3.1106 12.1817 |
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| LAND TEMP 2M TEMPERATURE (K) 83827 : out of range
Severe: rms_fgdepar=11.6695, expected range: 0.0000 2.3408 |
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| rh2m | ||
| MANUAL LAND SYNOP RH2M (%) 72476 : out of range
Severe: rms_fgdepar=30.3050, expected range: 0.0000 12.2977 |
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