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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-05-18 00:00
| amsua | ||
| NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0434, expected range: -0.0736 -0.0695 |
 | |
| 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=0.0876, expected range: 0.1542 0.1638 |
 | |
| 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=-0.5822, expected range: -0.4709 -0.4668 |
 | |
| NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5598, expected range: -0.5188 -0.4946 |
 | |
| NOAA 19 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=-0.2354, expected range: -0.1727 -0.1627 |
 | |
| 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=0.2058, expected range: 0.3147 0.3167 |
 | |
| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 11 : out of range
3 times in the last 10 days for at least one item Considerable: stdev_norm_fgdepar=0.7296, expected range: 0.5770 0.6712 |
 | |
| iasi | ||
| METOP-C IASI RADIANCES CHANNEL 254 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0904, expected range: 0.0738 0.0829 |
 | |
| METOP-C IASI RADIANCES CHANNEL 262 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0579, expected range: 0.0344 0.0407 |
 | |
| METOP-C IASI RADIANCES CHANNEL 269 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0708, expected range: -0.0992 -0.0858 |
 | |
| 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=-0.1410, expected range: -0.2033 -0.1786 |
 | |
| NPP ATMS RADIANCES CHANNEL 14 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0144, expected range: -0.0264 -0.0164 |
 | |
| NPP ATMS RADIANCES CHANNEL 12 : out of range
20 times in the last 10 days for at least one item Severely_persistent: stdev_fgdepar=0.2626, expected range: 0.1837 0.2250 Severely_persistent: avg_biascorr=-0.5164, expected range: -0.4307 -0.3936 |
 | |
| NPP ATMS RADIANCES CHANNEL 13 : out of range
23 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4557, expected range: -0.3684 -0.3167 |
 | |
| NOAA20 ATMS RADIANCES CHANNEL 20 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2416, expected range: -0.3054 -0.2913 |
 | |
| NOAA20 ATMS RADIANCES CHANNEL 22 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.5251, expected range: 0.4538 0.4639 |
 | |
| NOAA20 ATMS RADIANCES CHANNEL 12 : out of range
18 times in the last 10 days for at least one item Severely_persistent: stdev_fgdepar=0.2496, expected range: 0.1403 0.2022 |
 | |
| NOAA20 ATMS RADIANCES CHANNEL 13 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.6563, expected range: -0.5878 -0.5043 |
 | |
| Atmospheric Motion Vector | ||
| AQUA MODIS CLEAR WV WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA : out of range
Considerable: obs_number=1378.0000, expected range: 260.0936 790.0176 |
 | |
| scatt | ||
| HY-2B SCATTEROMETER WIND VECTOR DIFF (M/S) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=40980.0000, expected range: 80740.0325 164254.2175 |
 | |
| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 61442 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_pge=0.8147, expected range: -0.2208 0.7500 |
 | |
| LAND TEMP TEMPERATURE (K) 38341 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_pge=0.8229, expected range: -0.5366 0.7500 |
 | |
| LAND TEMP WIND VECTOR DIFF (M/S) 29231 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=20.8511, expected range: -1.2566 6.7003 |
 | |
| LAND TEMP WIND VECTOR DIFF (M/S) 29231 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=20.8511, expected range: 0.0000 7.2951 Severe: avg_pge=0.8530, expected range: -0.2643 0.3939 |
| |
| LAND TEMP WIND VECTOR DIFF (M/S) 40766 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=19.9836, expected range: 2.3506 9.0229 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=1.4112, expected range: 0.1939 0.7866 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) 91938 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=3.0465, expected range: 0.0000 1.5130 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) 54374 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.3332, expected range: 0.0000 0.9499 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) 10184 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.1126, expected range: 0.0000 0.8668 |
 | |
| HIGH RESO LAND TEMP TEMPERATURE (K) 72562 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: rms_fgdepar=6.0626, expected range: 0.0000 4.3148 Severe: avg_pge=0.8947, expected range: -1.0180 0.7500 |
 | |
| HIGH RESO LAND TEMP TEMPERATURE (K) 52267 PRESSURE LAYER 900-1200 (HPA : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=7.8530, expected range: 0.0000 6.3210 Severe: avg_pge=0.8804, expected range: -0.8037 0.7500 |
 | |
| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA : missing
Severe: obs_number=0.0000, expected range: 12.3049 214.9328 Considerable: obs_number=174.0000, expected range: 79.4228 134.8272 |
 | |
| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 85 : all data missing
Severe: obs_number=0, expected range: 100.42 192.78 |
||
| HIGH RESO LAND TEMP TEMPERATURE (K) (2 pressure layers affected) : out of range
Considerable: obs_number=468.0000, expected range: 547.4069 573.5931 |
 | |
| amdar | ||
| AMDAR WIND VECTOR DIFF (M/S) (2 pressure layers affected) : missing
2 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 0.0000 261.5722 |
 | |
| WIGOS AMDAR WIND VECTOR DIFF (M/S) BHVEILJA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=19.2621, expected range: 0.0000 11.4186 Severe: avg_pge=0.8647, expected range: -0.4461 0.5843 |
 | |
| WIGOS AMDAR WIND VECTOR DIFF (M/S) UNXQOHRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.8641, expected range: 0.0000 6.3015 |
 | |
| WIGOS AMDAR WIND VECTOR DIFF (M/S) 44JWUWRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.0029, expected range: 0.2128 8.8262 |
 | |
| airep | ||
| AIREP WIND VECTOR DIFF (M/S) ELY014 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.4673, expected range: 0.0000 6.8618 |
 | |
| AIREP WIND VECTOR DIFF (M/S) KLM749 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.4090, expected range: 0.0000 9.1265 |
 | |
| prof | ||
| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 03601 PRESSURE LAYER 600-900 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=18.3290, expected range: 0.0000 10.1319 Severe: avg_pge=0.8839, expected range: -0.5589 0.7500 |
 | |
| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) (2 pressure layers affected) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=705.0000, expected range: 1061.2207 1245.5293 Considerable: obs_number=705.0000, expected range: 1061.2207 1245.5293 |
 | |
| EUROPEAN WIND PROFILER 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=1941.0000, expected range: 2257.6273 2623.8727 |
 | |
| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 48453 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.3329, expected range: 0.0000 22.0525 |
 | |
| LAND PILOT WIND VECTOR DIFF (M/S) 42874 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=18.6600, expected range: 1.2246 5.8199 |
 | |
| synop | ||
| MANUAL LAND SYNOP RH2M (%) 42770 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=57.3897, expected range: 2.0022 82.5173 Severely_persistent: rms_fgdepar=57.3897, expected range: 2.0022 82.5173 Severely_persistent: avg_pge=1.0000, expected range: -0.6270 0.7500 |
 | |
| MANUAL LAND SYNOP RH2M (%) 42473 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9998, expected range: -1.2923 0.7500 |
 | |
| MANUAL LAND SYNOP RH2M (%) 41697 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9001, expected range: 0.3949 0.7500 |
 | |
| MANUAL LAND SYNOP RH2M (%) 42459 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9412, expected range: -1.7527 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 34601 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=698.0056, expected range: -162.7661 223.7750 Severely_persistent: rms_fgdepar=698.0056, expected range: 0.0000 202.5060 Severely_persistent: avg_pge=0.9135, expected range: -1.4106 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 96751 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-624.0735, expected range: -692.0580 -537.1230 Severely_persistent: rms_fgdepar=624.1011, expected range: 526.7353 683.0764 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 86662 : out of range
5 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=459.6154, expected range: 0.0000 115.9459 Severely_persistent: avg_pge=0.8524, expected range: -1.2360 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 97072 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-930.0396, expected range: -1054.7766 -733.7772 Severely_persistent: rms_fgdepar=930.0613, expected range: 729.2424 1028.1378 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 76243 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8883, expected range: -0.2346 0.7500 |
 | |
| AUTOMATIC LAND SYNOP RH2M (%) 68493 : out of range
Severe: rms_fgdepar=45.8182, expected range: 0.0000 44.9731 Severe: avg_pge=0.9030, expected range: -0.0435 0.0600 |
 | |
| MANUAL LAND SYNOP RH2M (%) 16597 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8900, expected range: -1.3943 0.7500 |
 | |
| MANUAL LAND SYNOP RH2M (%) 42588 : out of range
Severe: avg_pge=0.8872, expected range: -0.1290 0.1644 |
 | |
| MANUAL LAND SYNOP RH2M (%) 78719 : out of range
Severe: avg_fgdepar=55.7922, expected range: -23.8383 21.1048 Severe: rms_fgdepar=55.7922, expected range: 0.0000 25.2356 Severe: avg_pge=0.9901, expected range: 0.0012 0.0046 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62120 : out of range
Severe: avg_pge=0.8324, expected range: -0.9996 0.7500 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42661 : out of range
Severe: avg_fgdepar=-559.4308, expected range: -495.3184 433.1194 Severe: rms_fgdepar=559.4308, expected range: 0.0000 401.5860 Severe: avg_pge=0.8996, expected range: -1.0492 0.7500 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38413 : out of range
Severe: rms_fgdepar=550.4142, expected range: 0.0000 327.6682 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 91425 : out of range
Severe: rms_fgdepar=401.2210, expected range: 0.0000 116.5685 |
 | |
| BUFR LAND SYNOP RH2M (%) 94321 : out of range
Severe: rms_fgdepar=36.4675, expected range: 0.0000 11.4550 |
 | |
| BUFR LAND SYNOP RH2M (%) 04162 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-62.4052, expected range: -5.3117 27.2115 Severe: rms_fgdepar=62.4252, expected range: 0.0000 27.0964 Severe: avg_pge=0.9982, expected range: -0.0038 0.0126 |
 | |
| BUFR LAND SYNOP RH2M (%) 94474 : out of range
Severe: rms_fgdepar=47.0064, expected range: 0.0000 12.0026 |
 | |
| BUFR LAND SYNOP RH2M (%) 02325 : out of range
Severe: rms_fgdepar=34.6158, expected range: 0.0000 12.4393 |
 | |
| BUFR LAND SYNOP RH2M (%) 96147 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-62.6902, expected range: -146.1495 100.0344 Severe: rms_fgdepar=62.8840, expected range: 0.0000 129.7609 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 86710 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=425.2201, expected range: 0.0000 202.3120 Severe: avg_pge=0.8774, expected range: -0.4364 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 38344 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=699.8593, expected range: -101.8530 115.2746 Severe: rms_fgdepar=705.9478, expected range: 0.0000 225.7026 Severe: avg_pge=0.9050, expected range: -0.4831 0.6646 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 94525 : out of range
Severe: rms_fgdepar=489.6023, expected range: 0.0000 124.4033 Severe: avg_pge=0.8963, expected range: -0.4320 0.4903 |
 | |
| ship | ||
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 2IYH3 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=572.0207, expected range: -235.9068 1434.9073 Severely_persistent: rms_fgdepar=577.5276, expected range: 0.0000 1480.2639 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 45024 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8763, expected range: 0.6868 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6PZ8 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8046, expected range: 0.6449 0.7500 |
 | |
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRBJ9 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=28.6624, expected range: -16.1663 26.7662 Severe: rms_fgdepar=28.6624, expected range: 0.0000 34.5536 Severe: avg_pge=0.9428, expected range: -0.8884 0.7500 |
 | |
| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 6402550 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8452, expected range: -1.0050 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 3101601 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=495.5409, expected range: 0.0000 236.0405 Severe: avg_pge=0.8536, expected range: -0.2204 0.2653 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 3301611 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=449.4117, expected range: 0.0000 186.8073 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 6203613 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-519.0427, expected range: -380.6636 440.5681 Severe: rms_fgdepar=528.6073, expected range: 0.0000 487.0708 Severe: avg_pge=0.8887, expected range: -1.0761 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 3301575 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-507.3972, expected range: -303.2595 328.6157 Severe: rms_fgdepar=535.3469, expected range: 0.0000 313.0165 Severe: avg_pge=0.8832, expected range: -0.9615 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 5601697 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=328.9958, expected range: 0.0000 169.2165 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 6203649 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=467.2805, expected range: 14.3110 70.5994 |
 | |
| MOORED BUOYS WIND VECTOR DIFF (M/S) : out of range
3 times in the last 10 days for at least one item Considerable: obs_number=121.0000, expected range: 138.4066 173.0052 |
 | |
| metar | ||
| METAR SURFACE PRESSURE (PA) LGSY : out of range
Severe: rms_fgdepar=362.0064, expected range: 0.0000 109.7879 |
 | |
| snow | ||
| BUFR LAND SYNOP SNOW (CM) 01361 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=68.2176, expected range: 42.1318 74.0035 Severely_persistent: rms_fgdepar=68.2190, expected range: 42.1400 74.0046 |
 | |
| BUFR LAND SYNOP SNOW (CM) 01003 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-70.0028, expected range: -78.7241 -69.7722 Severely_persistent: rms_fgdepar=70.0028, expected range: 69.7722 78.7241 |
 | |
| 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=-746.4480, expected range: -746.6124 -720.5853 |
||
| 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=746.4483, expected range: 720.5854 746.6133 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=51.1842, expected range: 50.2888 66.1437 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
32 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=51.2235, expected range: 50.3081 66.2027 |
||
| 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=91.8049, expected range: 85.8899 111.1354 |
||
| 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=91.8083, expected range: 85.9003 111.1669 |
||
| 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=-92.1528, expected range: -93.1737 -87.7304 Severely_persistent: rms_fgdepar=92.1535, expected range: 87.7305 93.1740 |
 | |
| BUFR LAND SYNOP SNOW (CM) _MF1378B : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=68.5000, expected range: 82.7120 124.4945 |
||
| BUFR LAND SYNOP SNOW (CM) _MF1378B : out of range
6 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=68.5055, expected range: 82.7261 124.4915 |
||
| MANUAL LAND SYNOP SNOW (CM) 23345 : out of range
Severe: rms_fgdepar=15.6248, expected range: 1.0219 8.0261 |
 | |
| t2m | ||
| METAR 2M TEMPERATURE (K) UGMS : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=12.1170, expected range: 7.2852 15.2546 Severely_persistent: rms_fgdepar=12.2629, expected range: 7.3858 15.2827 |
 | |
| LAND TEMP 2M TEMPERATURE (K) 65503 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.1749, expected range: -25.1314 7.6482 Severely_persistent: rms_fgdepar=14.3079, expected range: 0.0000 25.2544 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.3804, expected range: -39.4566 18.8922 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
15 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=16.3926, expected range: 5.3589 22.5354 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.6144, expected range: -20.0909 -3.0946 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
14 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=15.6422, expected range: 3.5763 19.8349 |
||
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 67965 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=18.7256, expected range: -5.2976 4.8909 Severe: rms_fgdepar=18.7256, expected range: -2.7901 5.1614 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 64758 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=10.7811, expected range: 0.0000 5.7816 |
 | |
| METAR 2M TEMPERATURE (K) OIBH : out of range
Severe: rms_fgdepar=12.7491, expected range: 0.1045 9.1832 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _070FF49 : out of range
Severe: avg_fgdepar=12.4476, expected range: -5.2462 14.3057 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _070FF49 : out of range
Severe: rms_fgdepar=12.8672, expected range: 0.0000 15.1308 |
||