Operational Data Checking
An automatic data checking system has been implemented at ECMWF to trigger warnings in case of anomalies affecting the quality or the availability of the data assimilated by the model. Selected statistical parameters (number of observations, bias correction, and mean bias-corrected background, analysis departures and probability of gross error) are checked against an expected range. An appropriate alert message (including a time series plot) is generated if statistics are outside the specified ranges. A severity level (slight, considerable, severe) is assigned to each message depending on how far statistics are from the expected values. Two kinds of ranges are used by the automatic checking: Soft and Hard limits. Soft limits are updated automatically using statistics from the last twenty days (extremes are excluded during this process). Hard limits are adjusted manually when required.
Currently, the automatic checking is limited to data passing through the minimisation process (including VarBC passive data). It's being applied twice a day to the delayed cut-off 4D-VAR cycles (00 and 12) and four times a day to the early delivery assimilation system (00,06,12 and 18).
The alarm system results are based on feedback information from the ECMWF data assimilation and consequently reflect the ECMWF data usage. Although most warnings are related to data problems, they may on occasion also be related to model issues. Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice. ECMWF accepts no responsibility for actions taken on the basis of these results.
Delayed cut-off 4DVAR at 2021-01-06 12:00
| amsua | ||
| All AQUA AMSUA ALL CHANNELS Global : all data missing
Severe: obs_number=0, expected range: 8540.90 10745.77 |
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| iasi | ||
| METOP-C IASI RADIANCES CHANNEL 296 : out of range
Considerable: avg_fgdepar=-0.0195, expected range: 0.0001 0.0319 |
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| METOP-C IASI RADIANCES CHANNEL 232 : out of range
Slight: avg_fgdepar=-0.0066, expected range: 0.0008 0.0265 |
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| METOP-C IASI RADIANCES CHANNEL 239 : out of range
Slight: avg_fgdepar=-0.0116, expected range: -0.0025 0.0222 |
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| METOP-C IASI RADIANCES CHANNEL 294 : out of range
Slight: avg_fgdepar=-0.0118, expected range: -0.0030 0.0298 |
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| airs | ||
| All AQUA AIRS ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 6648.16 20920.41 |
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| mhs | ||
| METOP-A MHS ALLSKY RADIANCES CHANNEL 4 : out of range
27 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.3618, expected range: 0.1588 0.1765 |
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| mwhs2 | ||
| FY-3C MWHS2 ALLSKY RADIANCES (11 channels affected) : out of range
Considerable: obs_number=2384.0000, expected range: 6580.4570 12478.8763 |
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| ssmis | ||
| DMSP-17 SSMIS RADIANCES CHANNEL 13 : out of range
Considerable: obs_number=5728.0000, expected range: 6437.0431 9231.8980 |
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| DMSP-17 SSMIS RADIANCES CHANNEL 16 : out of range
Considerable: obs_number=5709.0000, expected range: 6426.7951 9211.2049 |
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| DMSP-17 SSMIS RADIANCES CHANNEL 17 : out of range
Considerable: obs_number=5696.0000, expected range: 6393.3754 9182.3893 |
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| gpsro | ||
| All COSMIC-6 GPSRO SETTING ALL HEIGHTS Global : all data missing
Severe: obs_number=0, expected range: 0.00 1254.21 |
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| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 44212 PRESSURE LAYER 900-1200 (HPA) : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8259, expected range: -1.0757 0.7500 |
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| LAND TEMP TEMPERATURE (K) 30635 PRESSURE LAYER 900-1200 (HPA) : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8573, expected range: -0.6565 0.7500 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 0-300 (HPA) : missing
6 times in the last 10 days for at least one item Severely_persistent: obs_number=0.0000, expected range: 61.2500 66.2500 |
 | |
| LAND TEMP TEMPERATURE (K) 24266 PRESSURE LAYER 900-1200 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8810, expected range: -1.1139 0.7500 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 61660 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=24.1056, expected range: -12.6055 26.3742 Severe: rms_fgdepar=24.1056, expected range: 0.0000 36.3637 Severe: avg_pge=0.8182, expected range: -0.6100 0.7500 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 51463 PRESSURE LAYER 900-1200 (HPA : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.8578, expected range: -1.3389 0.7500 |
 | |
| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA : out of range
Considerable: obs_number=936.0000, expected range: 821.1319 853.6181 |
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| HIGH RESO LAND TEMP Q (G/KG) (3 pressure layers affected) : out of range
2 times in the last 10 days for at least one item Considerable: obs_number=1256.0000, expected range: 879.2091 1120.5409 |
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| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 300-600 (HPA) : out of range
Considerable: rms_fgdepar=1.3587, expected range: 0.0000 0.8531 |
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| amdar | ||
| ADS-C WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : missing
6 times in the last 10 days for at least one item Severely_persistent: obs_number=0.0000, expected range: 0.0000 295.9711 |
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| AMDAR WIND VECTOR DIFF (M/S) CNFKQP PRESSURE LAYER 300-600 (HPA) : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=22.4874, expected range: 0.0000 43.7544 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 42675 PRESSURE LAYER 300-600 (HPA) : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.8343, expected range: 0.2837 0.7500 |
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| synop | ||
| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 89815 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8761, expected range: -0.9421 0.7500 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 36083 : out of range
24 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=530.2363, expected range: -232.3884 962.6573 Severely_persistent: rms_fgdepar=538.9042, expected range: 0.0000 957.4724 Severely_persistent: avg_pge=0.8601, expected range: -0.6676 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 37871 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=61.3692, expected range: -38.1742 87.0443 Severely_persistent: rms_fgdepar=61.3692, expected range: 0.0000 87.0443 |
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| MANUAL LAND SYNOP RH2M (%) 40708 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=51.4264, expected range: -4.9496 46.3337 Severely_persistent: rms_fgdepar=51.4264, expected range: 0.0000 46.3337 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 29363 : out of range
23 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8539, expected range: 0.3919 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 58926 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9126, expected range: -1.3944 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 24588 : out of range
31 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8178, expected range: 0.3613 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 56079 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8371, expected range: -1.6044 0.7500 |
 | |
| AUTOMATIC LAND SYNOP RH2M (%) 17690 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=61.2357, expected range: -37.3292 85.7177 Severe: rms_fgdepar=61.2948, expected range: 0.0000 85.1867 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40680 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-893.5879, expected range: -687.0374 464.6365 Severe: rms_fgdepar=893.5879, expected range: 0.0000 326.6146 Severe: avg_pge=0.9337, expected range: -1.5028 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43335 : out of range
Severe: avg_pge=0.8014, expected range: -0.8826 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42948 : out of range
Severe: avg_fgdepar=571.2498, expected range: -466.6059 421.4625 Severe: rms_fgdepar=571.2498, expected range: 0.0000 298.8700 Severe: avg_pge=0.8916, expected range: -0.9597 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43058 : out of range
Severe: rms_fgdepar=423.1345, expected range: 0.0000 228.6547 Severe: avg_pge=0.8651, expected range: -0.8212 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 37788 : out of range
Severe: rms_fgdepar=345.8064, expected range: 133.0976 250.5162 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 41998 : out of range
Severe: avg_pge=0.8641, expected range: -1.3343 0.7500 |
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| MANUAL LAND SYNOP Z (M) 84542 : out of range
Severe: avg_pge=0.8018, expected range: -1.1428 0.7500 |
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| MANUAL LAND SYNOP Z (M) 38725 : out of range
Severe: rms_fgdepar=199.9680, expected range: 0.0000 140.5381 Severe: avg_pge=0.8312, expected range: -0.0008 0.0019 |
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| MANUAL LAND SYNOP RH2M (%) 17100 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=55.8471, expected range: -39.3390 65.9031 Severe: rms_fgdepar=55.8616, expected range: 0.0000 65.8240 |
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| MANUAL LAND SYNOP RH2M (%) 65380 : out of range
Severe: avg_fgdepar=66.3911, expected range: 4.1126 40.4497 Severe: rms_fgdepar=66.3911, expected range: 4.1126 40.4497 Severe: avg_pge=1.0000, expected range: -0.5240 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 40703 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=55.4477, expected range: -3.3861 33.0140 Severe: rms_fgdepar=55.4477, expected range: 0.0000 33.0140 |
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| MANUAL LAND SYNOP RH2M (%) 65404 : out of range
Severe: avg_fgdepar=50.2353, expected range: 1.3148 15.5394 Severe: rms_fgdepar=50.2353, expected range: 1.4402 15.5869 |
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| MANUAL LAND SYNOP RH2M (%) 64706 : out of range
Severe: avg_pge=0.9960, expected range: -1.4746 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71022 : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.8575, expected range: -1.3424 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 30252 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8123, expected range: -1.1388 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 27223 : out of range
Severe: rms_fgdepar=305.4439, expected range: 0.0000 125.6533 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 70414 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-830.0834, expected range: -178.6134 200.0425 Severe: rms_fgdepar=830.6681, expected range: 0.0000 223.6944 Severe: avg_pge=0.9502, expected range: -0.6431 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71874 : out of range
Severe: rms_fgdepar=340.8481, expected range: 0.0000 162.1754 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 30157 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8049, expected range: -0.7825 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 30439 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=640.0315, expected range: 0.0000 295.1192 |
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| BUFR LAND SYNOP RH2M (%) 71221 : out of range
Severe: rms_fgdepar=33.8273, expected range: 0.0000 15.4280 |
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| BUFR LAND SYNOP RH2M (%) 02325 : out of range
Severe: rms_fgdepar=32.3253, expected range: 0.0000 18.0073 |
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| BUFR LAND SYNOP RH2M (%) 03148 : out of range
Severe: rms_fgdepar=40.8607, expected range: 0.0000 22.1552 |
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| BUFR LAND SYNOP RH2M (%) 02209 : out of range
Severe: avg_fgdepar=-59.8690, expected range: -33.0815 15.7773 Severe: rms_fgdepar=60.4640, expected range: 0.0000 35.4768 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=680.0000, expected range: 596.9952 628.5048 Considerable: obs_number=305.0000, expected range: 245.8615 275.1385 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=452.0000, expected range: 528.4388 557.7835 |
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| BUFR LAND SYNOP RH2M (%) : out of range
Considerable: obs_number=50.0000, expected range: 55.5730 59.9826 |
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| ship | ||
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) EUCDE53 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8521, expected range: -0.2189 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V8791 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-670.8601, expected range: -2709.2542 4205.5678 Severely_persistent: rms_fgdepar=688.8221, expected range: 0.0000 2619.9422 Severely_persistent: avg_pge=0.8567, expected range: -1.0754 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V3936 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-661.7647, expected range: -2148.2462 2201.0477 Severely_persistent: rms_fgdepar=661.9641, expected range: 0.0000 1683.7631 Severely_persistent: avg_pge=0.8641, expected range: -1.0008 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) H3WC : out of range
25 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-520.4084, expected range: -1026.0707 -35.8921 Severely_persistent: rms_fgdepar=520.4084, expected range: 21.7007 1048.3868 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) J8PE4 : out of range
Severe: rms_fgdepar=17.6727, expected range: 0.2634 5.7109 Severe: avg_pge=0.8962, expected range: -0.7207 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VEP717 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.9077, expected range: -1.0519 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRJT6 : out of range
Severe: avg_fgdepar=667.1133, expected range: 24.9854 891.8048 Severe: rms_fgdepar=667.1133, expected range: 30.5534 889.6373 Severe: avg_pge=0.8522, expected range: 0.6103 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VEP717 : out of range
Severe: rms_fgdepar=412.6340, expected range: 0.0000 140.1072 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) D5UB9 : out of range
Severe: rms_fgdepar=573.1110, expected range: 0.0000 102.6298 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 6301570 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=536.8652, expected range: -417.1247 439.8205 Severely_persistent: rms_fgdepar=537.0999, expected range: -490.3085 673.2703 Severely_persistent: avg_pge=0.8916, expected range: -1.0398 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4402617 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-716.7609, expected range: -1713.3657 1225.6898 Severely_persistent: rms_fgdepar=716.7609, expected range: 0.0000 1411.6664 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6301567 : out of range
6 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=501.7240, expected range: -365.0742 494.9615 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 1701559 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8277, expected range: 0.0888 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 5601521 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-581.6479, expected range: -237.9945 186.5692 Severe: rms_fgdepar=581.8250, expected range: 0.0000 276.2650 Severe: avg_pge=0.9072, expected range: -0.3340 0.4472 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 1501516 : out of range
Severe: avg_fgdepar=-546.9172, expected range: -342.0988 468.4196 Severe: rms_fgdepar=572.5142, expected range: 0.0000 590.6836 Severe: avg_pge=0.8543, expected range: -0.6176 0.7500 |
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| metar | ||
| AUTOMATIC METAR SURFACE PRESSURE (PA) PASY : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-566.0453, expected range: -196.8465 247.6738 Severe: rms_fgdepar=637.0281, expected range: 0.0000 196.9469 |
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| snow | ||
| AUTOMATIC LAND SYNOP SNOW (CM) 71743 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-53.8588, expected range: -54.5656 -48.8891 Severely_persistent: rms_fgdepar=53.8588, expected range: 48.8891 54.5656 |
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| MANUAL LAND SYNOP SNOW (CM) 71816 : out of range
26 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-59.9326, expected range: -62.4987 -50.1977 Severely_persistent: rms_fgdepar=59.9327, expected range: 50.2280 62.4857 |
 | |
| BUFR LAND SYNOP SNOW (CM) 47031 : out of range
31 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=99.5116, expected range: 11.8229 170.2988 Severely_persistent: rms_fgdepar=99.5117, expected range: 18.2134 166.4087 |
 | |
| BUFR LAND SYNOP SNOW (CM) 01091 : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-67.2207, expected range: -67.8751 -63.1935 Severely_persistent: rms_fgdepar=67.2210, expected range: 62.6963 68.9716 |
 | |
| BUFR LAND SYNOP SNOW (CM) 01036 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-81.5746, expected range: -86.4681 -77.3072 Severely_persistent: rms_fgdepar=81.5761, expected range: 77.3098 86.4704 |
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| t2m | ||
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 17690 : out of range
22 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.7715, expected range: -15.7007 -7.8594 Severely_persistent: rms_fgdepar=12.8777, expected range: 7.9742 15.7878 |
 | |
| 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=-12.2265, expected range: -15.9611 -12.7091 Severely_persistent: rms_fgdepar=12.4641, expected range: 12.8591 16.0996 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 02319 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.7716, expected range: -7.7962 5.9598 Severely_persistent: rms_fgdepar=13.8073, expected range: -4.8446 8.2643 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 48810 : out of range
21 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.3697, expected range: -21.0671 -1.9544 Severely_persistent: rms_fgdepar=14.4027, expected range: 2.1830 21.1088 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 44224 : out of range
12 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.0945, expected range: 4.2144 17.5696 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36736 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=13.3883, expected range: -8.5677 15.0381 Severely_persistent: rms_fgdepar=13.3975, expected range: 0.0000 14.0283 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36259 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.0905, expected range: -17.1499 1.1610 Severely_persistent: rms_fgdepar=16.1147, expected range: 0.9139 15.9613 |
 | |
| METAR 2M TEMPERATURE (K) LTCB : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=14.2547, expected range: 10.1251 22.4180 Severely_persistent: rms_fgdepar=14.2948, expected range: 10.4034 22.3489 |
 | |
| LAND TEMP 2M TEMPERATURE (K) 91348 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-19.0441, expected range: -27.2568 15.3524 Severely_persistent: rms_fgdepar=19.0441, expected range: 0.0000 24.4052 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 01250 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.1584, expected range: -16.9308 13.1962 Severely_persistent: rms_fgdepar=12.2114, expected range: 0.0000 15.1421 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 01350 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.7922, expected range: -11.2675 11.9910 Severely_persistent: rms_fgdepar=12.8776, expected range: 0.0000 10.8471 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 85671 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.6500, expected range: -19.0479 -12.8466 Severely_persistent: rms_fgdepar=16.6984, expected range: 12.9667 19.0854 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-18.1725, expected range: -26.0795 8.1742 Severely_persistent: rms_fgdepar=18.1839, expected range: 0.0000 22.4240 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 44224 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.0490, expected range: -17.3205 -4.9761 Severely_persistent: rms_fgdepar=12.1441, expected range: 4.9407 17.4599 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36736 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=13.3383, expected range: -8.6177 14.9881 Severely_persistent: rms_fgdepar=13.3475, expected range: 0.0000 13.9471 |
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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=-12.4779, expected range: -16.2684 -12.6204 Severely_persistent: rms_fgdepar=12.7113, expected range: 12.7614 16.4100 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36259 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.0134, expected range: -17.1076 0.9286 Severely_persistent: rms_fgdepar=16.0385, expected range: 0.9573 16.0321 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71020 : out of range
Severe: rms_fgdepar=10.9204, expected range: 0.4348 6.3152 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24261 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.1628, expected range: -7.2156 7.7518 Severe: rms_fgdepar=12.2695, expected range: 0.0000 6.4925 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36428 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-15.3268, expected range: -16.6074 6.0979 Severe: rms_fgdepar=15.3389, expected range: 0.0000 15.5360 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 24261 : out of range
Severe: avg_fgdepar=-12.1909, expected range: -7.2704 7.6664 Severe: rms_fgdepar=12.2957, expected range: 0.0000 6.4986 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 64387 : out of range
Severe: rms_fgdepar=10.0369, expected range: 0.0000 4.1337 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36428 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-15.3237, expected range: -16.6081 6.0275 Severe: rms_fgdepar=15.3356, expected range: 0.0000 15.5776 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 02319 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.7355, expected range: -7.8323 5.9032 Severe: rms_fgdepar=13.7718, expected range: -4.8978 8.3176 |
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| rh2m | ||
| BUFR LAND SYNOP RH2M (%) 01364 : out of range
Severe: rms_fgdepar=33.2240, expected range: 0.0000 18.5358 |
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