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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-05-13 12:00
| 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=0.0677, expected range: 0.1542 0.2064 |
 | |
| NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5755, expected range: -0.6681 -0.6229 |
 | |
| NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.6022, expected range: -0.4709 -0.3883 |
 | |
| NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2432, expected range: -0.1727 -0.0832 |
 | |
| METOP-B 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=0.1743, expected range: 0.3147 0.3312 |
 | |
| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2463, expected range: -0.1314 -0.1068 |
 | |
| METOP-C 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=-0.2869, expected range: -0.1608 -0.1535 |
 | |
| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.7182, expected range: -0.6370 -0.5925 |
 | |
| atms | ||
| NPP ATMS RADIANCES CHANNEL 19 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1392, expected range: -0.2016 -0.1786 |
 | |
| NPP ATMS RADIANCES CHANNEL 20 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0222, expected range: -0.0259 -0.0209 |
 | |
| NPP ATMS RADIANCES CHANNEL 21 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1882, expected range: 0.1286 0.1371 |
 | |
| NPP ATMS RADIANCES CHANNEL 22 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.7117, expected range: 0.6200 0.6678 |
 | |
| NPP ATMS RADIANCES CHANNEL 14 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0220, expected range: -0.0383 -0.0164 |
 | |
| NPP ATMS RADIANCES CHANNEL 11 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2991, expected range: -0.2392 -0.1904 |
 | |
| NPP ATMS RADIANCES CHANNEL 12 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4958, expected range: -0.4307 -0.3760 |
 | |
| NPP ATMS RADIANCES CHANNEL 13 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4300, expected range: -0.3684 -0.3390 |
 | |
| NOAA20 ATMS RADIANCES CHANNEL 22 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.5194, expected range: 0.4337 0.4639 |
 | |
| Atmospheric Motion Vector | ||
| METEOSAT-8 AMV VIS2 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: obs_number=1053.0000, expected range: 340.7592 749.2408 |
 | |
| HIMAWARI-8 AMV VIS1 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: obs_number=252.0000, expected range: 120.6496 204.4175 |
 | |
| NPP VIIRS AMV IR WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Slight: avg_press=251.6066, expected range: 263.9678 285.2636 |
 | |
| resat | ||
| NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 250-251 (HPA) : out of range
2 times in the last 10 days for at least one item Slight: avg_fgdepar=-0.0227, expected range: -0.2708 -0.0991 |
 | |
| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 61442 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=11.0095, expected range: 0.0000 3.2575 |
 | |
| LAND TEMP TEMPERATURE (K) 29231 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=7.9227, expected range: 0.0000 1.4866 |
 | |
| LAND TEMP WIND VECTOR DIFF (M/S) 61442 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=23.9854, expected range: 2.7362 5.4761 Severe: rms_fgdepar=26.0256, expected range: 3.3406 5.8492 |
 | |
| LAND TEMP WIND VECTOR DIFF (M/S) 24507 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_fgdepar=21.0242, expected range: -0.7339 6.9156 Severe: rms_fgdepar=27.9014, expected range: 0.0000 7.4533 |
 | |
| LAND TEMP WIND VECTOR DIFF (M/S) 91413 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=16.2424, expected range: 0.3531 5.6069 |
 | |
| LAND TEMP Q (G/KG) 48650 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=3.2358, expected range: 0.0000 1.6790 |
 | |
| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) (3 pressure layers affected : missing
Severe: obs_number=0.0000, expected range: 60.1451 155.5216 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) 11952 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.0652, expected range: 0.0000 1.1666 |
 | |
| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 85 : all data missing
Severe: obs_number=0, expected range: 187.45 859.80 |
||
| HIGH RESO SEA TEMP TEMPERATURE (K) PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=3.5407, expected range: 0.1514 1.5779 |
 | |
| HIGH RESO SEA TEMP WIND VECTOR DIFF (M/S) XKQLWQB PRESSURE LAYER 900-1 : out of range
Severe: avg_pge=0.9016, expected range: 0.4861 0.7500 |
 | |
| HIGH RESO SEA TEMP Q (G/KG) XKQLWQB PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8363, expected range: -0.1835 0.2421 |
 | |
| LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: obs_number=144.0000, expected range: 41.9259 94.8241 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) (3 pressure layers affected) : out of range
3 times in the last 10 days for at least one item Considerable: obs_number=233.0000, expected range: 449.6835 766.0665 |
 | |
| amdar | ||
| AMDAR WIND VECTOR DIFF (M/S) ANZ6 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.9300, expected range: 0.0000 8.9937 |
 | |
| WIGOS AMDAR WIND VECTOR DIFF (M/S) RP5UISRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.4214, expected range: 0.0000 6.4601 |
 | |
| WIGOS AMDAR TEMPERATURE (K) 0YHXLIZA PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=8.4762, expected range: 0.0000 1.3873 Severe: avg_pge=0.8558, expected range: -0.0696 0.0839 |
 | |
| WIGOS AMDAR Q (G/KG) 3OXWUWJA (2 pressure layers affected) : out of range
Severe: avg_pge=0.8716, expected range: -0.5137 0.7500 |
 | |
| WIGOS AMDAR Q (G/KG) BPZGUWRA PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9671, expected range: -0.9755 0.7500 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) OBT0QPJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.2757, expected range: 0.0000 7.7555 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) J1QUOUJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=27.6602, expected range: 0.0000 22.0249 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) THOVEGRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.6995, expected range: 0.0000 9.0413 |
 | |
| airep | ||
| AIREP WIND VECTOR DIFF (M/S) BAW243 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.5585, expected range: 0.0000 19.9700 |
 | |
| AIREP WIND VECTOR DIFF (M/S) ANZ6 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=27.7401, expected range: -48.2904 63.7602 Severe: rms_fgdepar=39.2514, expected range: -47.4264 63.4728 |
 | |
| AIREP WIND VECTOR DIFF (M/S) QFA7 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=27.0279, expected range: 0.0000 11.3871 |
 | |
| AIREP WIND VECTOR DIFF (M/S) RAM208M PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=27.2236, expected range: -24.4058 35.8050 |
 | |
| AIREP WIND VECTOR DIFF (M/S) THY13T PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.3946, expected range: 0.0000 7.7408 |
 | |
| prof | ||
| JAPANESE WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : out of range
Considerable: obs_number=4688.0000, expected range: 166.7787 2624.6371 Considerable: obs_number=4688.0000, expected range: 166.7787 2624.6371 |
 | |
| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 42056 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.3953, expected range: 1.4191 8.7717 |
 | |
| synop | ||
| MANUAL LAND SYNOP RH2M (%) 42792 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=1.0000, expected range: -0.6633 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 67221 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=617.3640, expected range: -425.5088 -153.0852 Severely_persistent: rms_fgdepar=617.3640, expected range: 169.1156 413.5643 Severely_persistent: avg_pge=0.8950, expected range: 0.6882 0.7500 |
 | |
| AUTOMATIC LAND SYNOP RH2M (%) 72562 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=43.7234, expected range: 0.0000 13.2138 |
 | |
| MANUAL LAND SYNOP RH2M (%) 42181 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.9995, expected range: -1.6730 0.7500 |
 | |
| MANUAL LAND SYNOP RH2M (%) 42963 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=51.1965, expected range: 4.4748 72.7608 Severe: rms_fgdepar=51.1965, expected range: 4.4748 72.7608 |
 | |
| MANUAL LAND SYNOP RH2M (%) 40883 : out of range
Severe: avg_pge=0.9044, expected range: -0.0434 0.0667 |
 | |
| MANUAL LAND SYNOP RH2M (%) 66285 : out of range
Severe: avg_pge=0.8661, expected range: -0.9628 0.7500 |
 | |
| MANUAL LAND SYNOP RH2M (%) 42639 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.9189, expected range: -1.3664 0.7500 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40080 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=321.2718, expected range: 0.0000 261.1874 Severe: avg_pge=0.8032, expected range: -0.6802 0.7500 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40712 : out of range
Severe: rms_fgdepar=429.3790, expected range: 0.0000 203.3874 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42415 : out of range
Severe: rms_fgdepar=639.8181, expected range: 0.0000 217.9757 |
 | |
| MANUAL LAND SYNOP Z (M) 68032 : out of range
Severe: rms_fgdepar=345.7775, expected range: 0.0000 131.9154 |
 | |
| BUFR LAND SYNOP RH2M (%) 22641 : out of range
Severe: rms_fgdepar=35.1059, expected range: 0.0000 13.7481 |
 | |
| BUFR LAND SYNOP RH2M (%) 33581 : out of range
Severe: rms_fgdepar=34.2494, expected range: 0.0000 15.4961 |
 | |
| BUFR LAND SYNOP RH2M (%) 35026 : out of range
Severe: rms_fgdepar=41.2257, expected range: 0.0000 21.0574 |
 | |
| BUFR LAND SYNOP RH2M (%) 21946 : out of range
Severe: avg_fgdepar=-53.3954, expected range: -20.9828 22.3652 Severe: rms_fgdepar=53.4301, expected range: 0.0000 12.3221 Severe: avg_pge=0.9725, expected range: 0.0018 0.0037 |
 | |
| BUFR LAND SYNOP RH2M (%) _34832A6 : out of range
Severe: rms_fgdepar=36.2769, expected range: 0.0000 18.4807 |
||
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 34302 : out of range
Severe: rms_fgdepar=490.9056, expected range: 0.0000 201.1069 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 89272 : out of range
Severe: rms_fgdepar=473.1513, expected range: 0.0000 80.9068 Severe: avg_pge=0.8709, expected range: -0.6174 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 94394 : out of range
Severe: rms_fgdepar=315.3346, expected range: 0.0000 97.0583 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 12805 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=623.3546, expected range: 0.0000 88.7264 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 34646 : out of range
Severe: rms_fgdepar=478.3089, expected range: 0.0000 188.5587 |
 | |
| ship | ||
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 3E2426 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=30.2702, expected range: -21.4477 45.1563 Severely_persistent: rms_fgdepar=30.2708, expected range: 0.0000 46.6024 Severely_persistent: avg_pge=0.9441, expected range: -0.2291 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7QJ3 : out of range
27 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=500.0775, expected range: 0.0000 1798.1217 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) DFPG2 : out of range
Severe: avg_fgdepar=-565.8600, expected range: -892.9587 30.1987 Severe: rms_fgdepar=565.8600, expected range: 0.0000 933.2533 Severe: avg_pge=0.8440, expected range: 0.0041 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6AT2 : out of range
Severe: avg_fgdepar=886.3289, expected range: -288.3818 1084.0695 Severe: rms_fgdepar=886.3289, expected range: 0.0000 1084.0695 Severe: avg_pge=0.8806, expected range: -0.1745 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) MAOR4 : out of range
Severe: avg_fgdepar=-560.2535, expected range: -112.4466 100.0691 Severe: rms_fgdepar=560.2535, expected range: 0.0000 98.7879 Severe: avg_pge=0.8425, expected range: -0.1445 0.1622 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) LAQJ7 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8197, expected range: 0.6415 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HJC9 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8117, expected range: -0.7127 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WMPP : out of range
Severe: rms_fgdepar=395.2512, expected range: 0.0000 105.6781 |
 | |
| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 5102722 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-551.9763, expected range: -1037.0691 1111.1729 Severely_persistent: rms_fgdepar=554.2002, expected range: -765.0617 1091.2799 Severely_persistent: avg_pge=0.9042, expected range: -1.6036 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 5401536 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8264, expected range: -1.4548 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 6102797 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8423, expected range: -0.7324 0.7500 |
 | |
| MOORED BUOYS SURFACE PRESSURE (PA) 2200192 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=329.1356, expected range: 0.0000 324.1965 Severe: avg_pge=0.8495, expected range: -0.8977 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 6402550 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=514.2055, expected range: -290.6089 294.8256 Severe: rms_fgdepar=515.5043, expected range: -419.2937 591.3601 Severe: avg_pge=0.8877, expected range: -1.0576 0.7500 |
 | |
| metar | ||
| METAR SURFACE PRESSURE (PA) KPOC : out of range
Severe: rms_fgdepar=342.4563, expected range: 0.0000 175.0590 |
 | |
| METAR SURFACE PRESSURE (PA) HTMP : out of range
Severe: rms_fgdepar=342.6371, expected range: 2.3675 88.3321 |
 | |
| METAR SURFACE PRESSURE (PA) SCIR : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8029, expected range: -0.8428 0.7500 |
 | |
| METAR SURFACE PRESSURE (PA) EPLY : out of range
Severe: rms_fgdepar=655.6824, expected range: 0.0000 216.7844 Severe: avg_pge=0.8419, expected range: -0.2866 0.3856 |
 | |
| snow | ||
| BUFR LAND SYNOP SNOW (CM) 01361 : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=62.1856, expected range: 42.9778 61.0553 Severely_persistent: rms_fgdepar=62.1856, expected range: 42.9708 61.0690 |
 | |
| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-737.1856, expected range: -740.5072 -710.7125 |
||
| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
36 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=737.1858, expected range: 710.7150 740.5065 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
30 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=61.9117, expected range: 37.4559 69.9112 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
30 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=61.9265, expected range: 37.6229 69.8570 |
||
| BUFR LAND SYNOP SNOW (CM) _MI161D5 : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=59.9174, expected range: 59.5126 79.1373 |
||
| BUFR LAND SYNOP SNOW (CM) _MI161D5 : out of range
34 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=59.9205, expected range: 59.5303 79.1347 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-75.5346, expected range: -102.6708 -72.2276 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
32 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=75.5486, expected range: 72.2604 102.6600 |
||
| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=102.5354, expected range: 58.2249 121.9591 |
||
| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
20 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=102.5517, expected range: 58.2303 121.9628 |
||
| 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=-88.4623, expected range: -94.4932 -88.9413 Severely_persistent: rms_fgdepar=88.4624, expected range: 88.9413 94.4933 |
 | |
| t2m | ||
| BUFR LAND SYNOP 2M TEMPERATURE (K) 78896 : out of range
28 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.8119, expected range: -17.2588 -8.1782 Severely_persistent: rms_fgdepar=14.1339, expected range: 8.2075 17.8394 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 42182 : out of range
Severe: rms_fgdepar=10.2579, expected range: 0.8156 4.7459 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 21946 : out of range
Severe: rms_fgdepar=11.2169, expected range: 0.0000 5.0827 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 40627 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=10.1622, expected range: 0.0000 1.2414 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 64247 : out of range
Severe: rms_fgdepar=11.9133, expected range: 0.0000 3.0986 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 64758 : out of range
Severe: rms_fgdepar=11.4173, expected range: 0.0000 5.2662 |
 | |
| METAR 2M TEMPERATURE (K) UGMS : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=14.0604, expected range: 3.8507 15.8735 Severe: rms_fgdepar=14.0747, expected range: 3.9863 15.8667 |
 | |
| LAND TEMP 2M TEMPERATURE (K) 04360 : out of range
Severe: avg_fgdepar=-12.5063, expected range: -1.7266 5.6446 Severe: rms_fgdepar=12.5063, expected range: 0.0000 5.6446 |
 | |