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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-05-20 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=-0.0419, expected range: -0.0743 -0.0695 |
 | |
| NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 11 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.9797, expected range: -0.9015 -0.8429 |
 | |
| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5344, expected range: -0.4798 -0.4795 |
 | |
| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 11 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.3109, expected range: -0.2522 -0.1914 |
 | |
| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.8646, expected range: -0.7854 -0.7016 |
 | |
| iasi | ||
| METOP-C IASI RADIANCES CHANNEL 262 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0525, expected range: 0.0330 0.0407 |
 | |
| METOP-C IASI RADIANCES (75 channels affected) : out of range
Considerable: obs_number=2471.0000, expected range: 2078.4378 2377.8122 |
 | |
| cris | ||
| NOAA20 CRIS RADIANCES CHANNEL 91 : out of range
3 times in the last 10 days for at least one item Severe: avg_biascorr=-0.0221, expected range: -0.0343 -0.0301 |
 | |
| NOAA20 CRIS RADIANCES CHANNEL 92 : out of range
3 times in the last 10 days for at least one item Severe: avg_biascorr=0.0307, expected range: 0.0196 0.0209 |
 | |
| NOAA20 CRIS RADIANCES CHANNEL 95 : out of range
3 times in the last 10 days for at least one item Severe: avg_biascorr=0.0637, expected range: 0.0382 0.0503 |
 | |
| NOAA20 CRIS RADIANCES CHANNEL 96 : out of range
3 times in the last 10 days for at least one item Severe: avg_biascorr=-0.0052, expected range: -0.0350 -0.0257 |
 | |
| NOAA20 CRIS RADIANCES CHANNEL 97 : out of range
3 times in the last 10 days for at least one item Severe: avg_biascorr=0.0610, expected range: 0.0266 0.0402 |
 | |
| NOAA20 CRIS RADIANCES CHANNEL 99 : out of range
2 times in the last 10 days for at least one item Severe: avg_biascorr=-0.0801, expected range: -0.1175 -0.0968 |
 | |
| NOAA20 CRIS RADIANCES CHANNEL 108 : out of range
3 times in the last 10 days for at least one item Severe: avg_biascorr=-0.0454, expected range: -0.0844 -0.0702 |
 | |
| mwhs2 | ||
| FY-3C MWHS2 ALLSKY RADIANCES CHANNEL 3 : out of range
3 times in the last 10 days for at least one item Considerable: avg_biascorr=-1.1456, expected range: -1.0605 -0.9107 |
 | |
| 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=-0.1237, expected range: -0.2212 -0.1786 |
 | |
| NPP ATMS RADIANCES CHANNEL 20 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0517, expected range: -0.0321 -0.0209 |
 | |
| NPP ATMS RADIANCES CHANNEL 22 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.7482, expected range: 0.6591 0.6678 |
 | |
| NPP ATMS RADIANCES CHANNEL 11 : out of range
21 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2950, expected range: -0.2392 -0.2248 |
 | |
| NPP ATMS RADIANCES CHANNEL 12 : out of range
22 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5009, expected range: -0.4307 -0.3987 |
 | |
| NPP ATMS RADIANCES CHANNEL 13 : out of range
26 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4751, expected range: -0.3684 -0.3138 |
 | |
| NOAA20 ATMS RADIANCES CHANNEL 20 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2395, expected range: -0.3035 -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=0.5449, expected range: 0.4403 0.4639 |
 | |
| NOAA20 ATMS RADIANCES CHANNEL 14 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1639, expected range: -0.2066 -0.2043 |
 | |
| NOAA20 ATMS RADIANCES CHANNEL 12 : out of range
21 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.6089, expected range: -0.5637 -0.5360 |
 | |
| Atmospheric Motion Vector | ||
| AQUA MODIS CLEAR WV WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA : out of range
6 times in the last 10 days for at least one item Severely_persistent: obs_number=542.0000, expected range: 131.3880 261.4521 |
 | |
| resat | ||
| NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 250-251 (HPA) : out of range
8 times in the last 10 days for at least one item Slight: avg_fgdepar=-0.0658, expected range: -0.2106 -0.0991 |
 | |
| Radiosondes | ||
| LAND TEMP Q (G/KG) 91348 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=4.2370, expected range: 0.0525 2.1866 |
 | |
| LAND TEMP TEMPERATURE (K) 47102 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=6.4435, expected range: 0.4576 2.7713 |
 | |
| LAND TEMP TEMPERATURE (K) 40754 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=7.9950, expected range: 0.0000 3.0434 |
 | |
| LAND TEMP TEMPERATURE (K) 40745 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=7.0867, expected range: 0.0000 3.9158 |
 | |
| LAND TEMP TEMPERATURE (K) 40754 PRESSURE LAYER 300-600 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9085, expected range: -0.2408 0.3192 |
 | |
| LAND TEMP WIND VECTOR DIFF (M/S) 34882 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=19.0397, expected range: 0.0000 7.7066 |
 | |
| LAND TEMP WIND VECTOR DIFF (M/S) 29263 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=16.4581, expected range: 0.0000 5.8633 |
 | |
| LAND TEMP WIND VECTOR DIFF (M/S) 24947 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=15.4135, expected range: 0.0000 12.2346 Severe: avg_pge=0.8812, expected range: -0.8553 0.7500 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) 54511 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=3.2772, expected range: 0.0000 1.6004 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) 72261 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=5.1297, expected range: 0.0000 2.4612 |
 | |
| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 10868 PRESSURE LAYER 900-12 : out of range
Severe: rms_fgdepar=19.9666, expected range: 0.0000 4.1124 Severe: avg_pge=0.8075, expected range: -0.4023 0.5943 |
 | |
| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 24 : all data missing
Severe: obs_number=0, expected range: 93.25 162.31 |
||
| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 61 : all data missing
Severe: obs_number=0, expected range: 45.34 540.30 |
||
| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 85 : all data missing
Severe: obs_number=0, expected range: 101.17 186.43 |
||
| All HIGH RESO LAND TEMP ALL LAYERS South pole : all data missing
Severe: obs_number=0, expected range: 52.67 567.26 |
||
| HIGH RESO LAND TEMP Q (G/KG) (2 pressure layers affected) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=111.0000, expected range: 86.6184 97.1594 Considerable: obs_number=577.0000, expected range: 638.2239 683.7761 |
 | |
| amdar | ||
| AMDAR WIND VECTOR DIFF (M/S) ANZ946 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_fgdepar=20.3247, expected range: -7.8230 16.6104 Severe: rms_fgdepar=20.3247, expected range: 0.0000 16.4264 Severe: avg_pge=0.8396, expected range: -1.1256 0.7500 |
 | |
| airep | ||
| AIREP WIND VECTOR DIFF (M/S) UAL842 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.2464, expected range: 0.0000 33.6675 |
 | |
| AIREP WIND VECTOR DIFF (M/S) AAL718 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.1146, expected range: 0.6492 5.9675 |
 | |
| prof | ||
| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : out of range
2 times in the last 10 days for at least one item Considerable: obs_number=99.0000, expected range: 111.4444 118.1111 |
 | |
| synop | ||
| MANUAL LAND SYNOP RH2M (%) 63210 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9724, expected range: -2.0748 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_fgdepar=51.6144, expected range: -5.7792 84.5330 Severely_persistent: rms_fgdepar=51.6144, expected range: 0.0000 84.5330 Severely_persistent: avg_pge=1.0000, expected range: -1.3521 0.7500 |
 | |
| MANUAL LAND SYNOP RH2M (%) 42469 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9827, expected range: -1.3157 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 96751 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-597.8488, expected range: -662.6869 -558.7176 Severely_persistent: rms_fgdepar=597.9053, expected range: 558.4670 663.8108 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 97072 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-904.0002, expected range: -1028.3600 -755.6194 Severely_persistent: rms_fgdepar=908.2141, expected range: 760.1928 1025.6490 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82571 : out of range
Severe: rms_fgdepar=449.5742, expected range: 0.0000 381.3892 Severe: avg_pge=0.8571, expected range: -1.2387 0.7500 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 17192 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-583.5449, expected range: -94.5447 127.2586 Severe: rms_fgdepar=583.5449, expected range: 0.0000 116.2364 Severe: avg_pge=0.8913, expected range: 0.0000 0.0000 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 91324 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8684, expected range: -0.7864 0.7500 |
 | |
| MANUAL LAND SYNOP RH2M (%) 42506 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-57.9949, expected range: -51.7504 11.1827 Severe: rms_fgdepar=57.9949, expected range: 0.0000 51.7504 |
 | |
| MANUAL LAND SYNOP RH2M (%) 42176 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9998, expected range: -0.5099 0.6240 |
 | |
| MANUAL LAND SYNOP RH2M (%) 42077 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9126, expected range: -1.4669 0.7500 |
 | |
| MANUAL LAND SYNOP RH2M (%) 42177 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9988, expected range: -1.4342 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 97460 : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.8166, expected range: 0.7258 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 36103 : out of range
Severe: rms_fgdepar=638.2425, expected range: 35.1818 178.2439 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48103 : out of range
Severe: rms_fgdepar=321.0104, expected range: 17.0743 129.2248 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 30028 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=664.8316, expected range: 0.0000 140.2055 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 72458 : out of range
Severe: rms_fgdepar=343.4474, expected range: 0.0000 190.1345 |
 | |
| BUFR LAND SYNOP RH2M (%) 60120 : out of range
Severe: avg_fgdepar=55.6065, expected range: -41.7214 63.0893 Severe: rms_fgdepar=55.8691, expected range: 0.0000 59.2153 Severe: avg_pge=0.9918, expected range: -0.4562 0.5337 |
 | |
| BUFR LAND SYNOP RH2M (%) 71470 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=30.8302, expected range: 0.0000 11.4636 |
 | |
| BUFR LAND SYNOP RH2M (%) 60390 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=49.5174, expected range: 0.0000 47.7323 Severe: avg_pge=0.9955, expected range: -0.0281 0.0413 |
 | |
| BUFR LAND SYNOP RH2M (%) 29551 : out of range
Severe: rms_fgdepar=39.3885, expected range: 0.0000 18.6721 |
 | |
| BUFR LAND SYNOP RH2M (%) 81932 : out of range
Severe: avg_pge=0.9988, expected range: -0.4331 0.5423 |
 | |
| BUFR LAND SYNOP RH2M (%) 72564 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=46.1844, expected range: 0.0000 19.9011 |
 | |
| BUFR LAND SYNOP RH2M (%) 60115 : out of range
Severe: avg_fgdepar=52.4465, expected range: -30.0399 65.7373 Severe: rms_fgdepar=53.6347, expected range: 0.0000 65.5109 |
 | |
| BUFR LAND SYNOP RH2M (%) 60135 : out of range
Severe: avg_fgdepar=81.8881, expected range: -41.1292 59.1351 Severe: rms_fgdepar=81.8979, expected range: 0.0000 45.7353 |
 | |
| BUFR LAND SYNOP RH2M (%) 65357 : out of range
Severe: rms_fgdepar=47.1609, expected range: -28.6067 39.7972 Severe: avg_pge=0.9971, expected range: -0.0143 0.0229 |
 | |
| BUFR LAND SYNOP RH2M (%) 60158 : out of range
Severe: avg_fgdepar=58.7083, expected range: -52.7596 72.1317 Severe: rms_fgdepar=58.7083, expected range: -52.4073 71.9293 |
 | |
| BUFR LAND SYNOP Z (M) 56172 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8371, expected range: -0.2632 0.3955 |
 | |
| ship | ||
| SHIP SURFACE PRESSURE (PA) VRPN8 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=640.5868, expected range: -1188.6704 1210.2588 Severely_persistent: rms_fgdepar=896.2119, expected range: -880.4150 1314.9214 Severely_persistent: avg_pge=0.8774, expected range: -0.9739 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6PZ8 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-501.6580, expected range: -678.9237 -251.6845 Severely_persistent: rms_fgdepar=501.6580, expected range: 251.6845 678.9237 Severely_persistent: avg_pge=0.8220, expected range: 0.6545 0.7500 |
 | |
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) WDH7560 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8527, expected range: -0.7331 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6FT7 : out of range
Severe: rms_fgdepar=486.0155, expected range: 0.0000 247.3732 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V9558 : out of range
Severe: avg_fgdepar=625.1798, expected range: -22.8214 954.2697 Severe: rms_fgdepar=640.2161, expected range: 0.0000 954.4200 Severe: avg_pge=0.8331, expected range: 0.5203 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WDE3569 : out of range
Severe: rms_fgdepar=611.8899, expected range: 0.0000 420.9497 |
 | |
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) C6NZ3 : out of range
Severe: rms_fgdepar=21.3084, expected range: 0.0000 9.8238 |
 | |
| buoy | ||
| MOORED BUOYS WIND VECTOR DIFF (M/S) 6200084 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8154, expected range: -0.5181 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 5501658 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8211, expected range: -1.6453 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 6203649 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-523.3469, expected range: -728.8688 754.8950 Severe: rms_fgdepar=533.9276, expected range: -576.9846 764.0290 Severe: avg_pge=0.8965, expected range: -1.1952 0.7500 |
 | |
| metar | ||
| METAR SURFACE PRESSURE (PA) MHTG : out of range
Severe: rms_fgdepar=522.0255, expected range: 25.6838 344.6944 |
 | |
| METAR SURFACE PRESSURE (PA) RPVP : out of range
Severe: rms_fgdepar=336.9208, expected range: 0.0000 105.0993 |
 | |
| snow | ||
| BUFR LAND SYNOP SNOW (CM) _MI1F541 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=50.1176, expected range: 30.1344 58.9034 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1F541 : out of range
8 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=51.7858, expected range: 30.8134 59.2982 |
||
| 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=67.3417, expected range: 48.0589 74.8465 Severely_persistent: rms_fgdepar=67.3456, expected range: 48.0713 74.8426 |
 | |
| 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=-65.9577, expected range: -78.2669 -67.8770 Severely_persistent: rms_fgdepar=65.9577, expected range: 67.8770 78.2669 |
 | |
| 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=-767.6287, expected range: -755.5248 -720.1781 |
||
| 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=767.6341, expected range: 720.1769 755.5276 |
||
| 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=78.4729, expected range: 82.8868 112.6451 |
||
| 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=78.4767, expected range: 82.8812 112.6868 |
||
| 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=-89.0627, expected range: -93.5037 -87.5567 Severely_persistent: rms_fgdepar=89.0628, expected range: 87.5566 93.5041 |
 | |
| MANUAL LAND SYNOP SNOW (CM) 24143 : out of range
Severe: rms_fgdepar=15.9261, expected range: 0.0000 4.0217 |
 | |
| MANUAL LAND SYNOP SNOW (CM) 31004 : out of range
Severe: rms_fgdepar=27.4635, expected range: 8.1360 16.2591 |
 | |
| BUFR LAND SYNOP SNOW (CM) _MF1B2B2 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=58.4106, expected range: 48.3708 62.2302 |
||
| BUFR LAND SYNOP SNOW (CM) _MF1B2B2 : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=58.4127, expected range: 48.3793 62.2331 |
||
| t2m | ||
| METAR 2M TEMPERATURE (K) VECX : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=13.3625, expected range: 5.2715 13.9968 Severely_persistent: rms_fgdepar=13.6695, expected range: 5.4384 15.5344 |
 | |
| LAND TEMP 2M TEMPERATURE (K) 65503 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.5034, expected range: -24.6587 7.4539 Severely_persistent: rms_fgdepar=13.5623, expected range: 0.0000 24.8039 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-17.8923, expected range: -42.7688 21.1472 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
17 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=17.9111, expected range: 5.5892 24.1749 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.5162, expected range: -22.6976 -4.6598 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
20 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=15.5235, expected range: 5.4042 22.2016 |
||
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89577 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-16.0566, expected range: -11.0898 0.0050 Severe: rms_fgdepar=16.0610, expected range: 0.0665 11.1513 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 72564 : out of range
Severe: avg_fgdepar=-14.9235, expected range: -2.7852 2.7328 Severe: rms_fgdepar=14.9235, expected range: 0.0000 3.4134 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 72565 : out of range
Severe: rms_fgdepar=11.6909, expected range: 1.7108 6.9148 |
 | |
| METAR 2M TEMPERATURE (K) SPMS : out of range
Severe: avg_fgdepar=-12.4916, expected range: -1.1468 4.2852 Severe: rms_fgdepar=12.4916, expected range: 0.4181 4.2938 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 41571 : out of range
Severe: rms_fgdepar=10.8209, expected range: 1.2517 5.5921 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 89577 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-16.0988, expected range: -11.2021 0.0338 Severe: rms_fgdepar=16.1043, expected range: 0.0313 11.2641 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
Severe: avg_fgdepar=-12.0263, expected range: -6.8886 10.4120 Severe: rms_fgdepar=12.0541, expected range: 0.0000 7.6144 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) : out of range
2 times in the last 10 days for at least one item Considerable: rms_fgdepar=5.6267, expected range: 3.0600 4.5634 |
 | |
| rh2m | ||
| MANUAL LAND SYNOP RH2M (%) 68006 : out of range
Severe: rms_fgdepar=36.8682, expected range: 0.0000 13.4981 |
 | |
| METAR RH2M (%) MHSR : out of range
Severe: rms_fgdepar=33.9526, expected range: 5.0325 21.5512 |
 | |
| BUFR LAND SYNOP RH2M (%) 41571 : out of range
Severe: rms_fgdepar=38.8293, expected range: 0.0000 20.6440 |
 | |