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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2021-01-16 12:00

amsua
METOP-A AMSUA RADIANCES CHANNEL 9 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.2481, expected range: 0.1804 0.1859
All AQUA AMSUA ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 8540.90 10745.77
cris
NPP CRIS RADIANCES CHANNEL 109 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1176, expected range: 0.1331 0.1335
NOAA20 CRIS RADIANCES CHANNEL 105 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1514, expected range: 0.2144 0.2973
NOAA20 CRIS RADIANCES CHANNEL 62 : out of range
Considerable: obs_number=2485.0000, expected range: 2065.4973 2400.9733
NOAA20 CRIS RADIANCES CHANNEL 67 : out of range
Considerable: obs_number=2478.0000, expected range: 2076.2431 2371.0511
NOAA20 CRIS RADIANCES CHANNEL 69 : out of range
Considerable: obs_number=2480.0000, expected range: 2085.2077 2364.5570
NOAA20 CRIS RADIANCES CHANNEL 70 : out of range
Considerable: obs_number=2472.0000, expected range: 2064.1662 2365.6115
NOAA20 CRIS RADIANCES CHANNEL 71 : out of range
Considerable: obs_number=2480.0000, expected range: 2072.6916 2367.4260
NOAA20 CRIS RADIANCES CHANNEL 73 : out of range
Considerable: obs_number=2469.0000, expected range: 2056.7153 2361.2847
NOAA20 CRIS RADIANCES CHANNEL 113 : out of range
Considerable: obs_number=2472.0000, expected range: 2055.6156 2366.6197
NOAA20 CRIS RADIANCES CHANNEL 106 : out of range
3 times in the last 10 days for at least one item
Considerable: avg_biascorr=0.1240, expected range: 0.1749 0.2593
airs
All AQUA AIRS ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 2925.25 24825.12
mhs
METOP-A MHS ALLSKY RADIANCES CHANNEL 4 : out of range
31 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.3211, expected range: 0.0401 0.1765
gpsro
All COSMIC-6 GPSRO SETTING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 0.00 1254.21
All COSMIC2-E6 GPSRO RISING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 707.01 3481.14
All COSMIC2-E1 GPSRO RISING ALL HEIGHTS Global : all data missing
Severe: obs_number=0, expected range: 783.99 3314.89
Atmospheric Motion Vector
METEOSAT-8 AMV IR3 WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Slight: avg_fgdepar=4.2746, expected range: 3.5957 4.0322
Radiosondes
LAND TEMP TEMPERATURE (K) 24266 PRESSURE LAYER 900-1200 (HPA) : out of range
22 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8297, expected range: -0.9517 0.7500
LAND TEMP TEMPERATURE (K) 24688 PRESSURE LAYER 900-1200 (HPA) : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9056, expected range: -0.2624 0.7500
HIGH RESO LAND TEMP TEMPERATURE (K) 51463 PRESSURE LAYER 900-1200 (HPA : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.1847, expected range: -16.2015 9.8252
Severely_persistent: rms_fgdepar=12.3651, expected range: 0.0000 14.5226
Severely_persistent: avg_pge=0.9236, expected range: -1.1797 0.7500
LAND TEMP TEMPERATURE (K) 97980 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=-9.2869, expected range: -1.0981 1.2383
Severe: rms_fgdepar=14.7162, expected range: 0.0000 2.1282
LAND TEMP TEMPERATURE (K) 30054 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=7.1137, expected range: 0.0000 2.9419
LAND TEMP TEMPERATURE (K) 24726 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=8.1876, expected range: 0.0452 1.5289
Severe: avg_pge=0.9022, expected range: -0.2531 0.4542
LAND TEMP TEMPERATURE (K) 28695 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=6.8056, expected range: 0.0000 4.8562
Severe: avg_pge=0.8764, expected range: -0.4722 0.7500
LAND TEMP Q (G/KG) 38341 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=4.6880, expected range: 0.0000 1.0214
Severe: avg_pge=0.9879, expected range: -0.7824 0.7500
LAND TEMP Q (G/KG) 96685 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=3.1155, expected range: 0.0829 1.5223
LAND TEMP Q (G/KG) 42867 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_fgdepar=-6.1433, expected range: -1.6338 3.7056
Severe: rms_fgdepar=6.1437, expected range: 0.0000 3.3791
LAND TEMP Q (G/KG) PRESSURE LAYER 0-300 (HPA) : missing
Severe: obs_number=0.0000, expected range: 9.0154 257.4319
HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=1.1391, expected range: 0.1869 0.6008
HIGH RESO LAND TEMP TEMPERATURE (K) (2 pressure layers affected) : out of range
Considerable: obs_number=745.0000, expected range: 816.1827 864.5673
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=82.0000, expected range: 115.8263 168.6737
Considerable: obs_number=83.0000, expected range: 36.1790 64.9639
HIGH RESO LAND TEMP Q (G/KG) (4 pressure layers affected) : out of range
Considerable: obs_number=198.0000, expected range: 238.4798 286.2702
Considerable: obs_number=198.0000, expected range: 246.3412 279.9088
amdar
AMDAR TEMPERATURE (K) 00040302 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=8.1988, expected range: 0.0000 2.4077
Severe: avg_pge=0.9277, expected range: -0.5460 0.7500
AMDAR WIND VECTOR DIFF (M/S) AFR229 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=22.8478, expected range: -9.6245 17.1914
Severe: rms_fgdepar=22.8478, expected range: 0.0000 17.3276
Severe: avg_pge=0.8756, expected range: -1.0416 0.7500
WIGOS AMDAR WIND VECTOR DIFF (M/S) SL0014 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=35.5327, expected range: 0.0000 8.8424
WIGOS AMDAR WIND VECTOR DIFF (M/S) SL0092 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: rms_fgdepar=17.4805, expected range: 0.0000 7.1365
airep
AIREP WIND VECTOR DIFF (M/S) THY78C PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=25.3899, expected range: -3.4146 10.7098
Severe: rms_fgdepar=38.0742, expected range: 0.0000 13.1250
synop
MANUAL LAND SYNOP RH2M (%) 41560 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=51.1375, expected range: -19.2250 90.2281
Severely_persistent: rms_fgdepar=51.1375, expected range: 0.0000 90.2281
Severely_persistent: avg_pge=0.8512, expected range: -1.0312 0.7500
MANUAL LAND SYNOP RH2M (%) 76122 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=50.8603, expected range: -42.4765 102.8645
Severely_persistent: rms_fgdepar=50.8603, expected range: 0.0000 101.0209
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 31123 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8321, expected range: -0.0653 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 01440 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8381, expected range: -0.7139 0.7500
MANUAL LAND SYNOP RH2M (%) 76160 : out of range
Severe: rms_fgdepar=33.2515, expected range: 0.0000 18.8601
MANUAL LAND SYNOP RH2M (%) 42770 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.9665, expected range: -1.9071 0.7500
MANUAL LAND SYNOP RH2M (%) 15502 : out of range
Severe: rms_fgdepar=32.7127, expected range: 0.0000 12.9861
MANUAL LAND SYNOP RH2M (%) 65432 : out of range
Severe: avg_fgdepar=55.6707, expected range: -5.3946 44.0755
Severe: rms_fgdepar=56.2713, expected range: 0.0000 44.7219
Severe: avg_pge=0.9841, expected range: -0.5455 0.6562
MANUAL LAND SYNOP RH2M (%) 65462 : out of range
Severe: rms_fgdepar=43.1494, expected range: 0.0000 23.9219
Severe: avg_pge=0.9877, expected range: -0.0049 0.0127
MANUAL LAND SYNOP RH2M (%) 65404 : out of range
Severe: rms_fgdepar=48.7889, expected range: 0.0000 34.0990
Severe: avg_pge=1.0000, expected range: -1.4607 0.7500
MANUAL LAND SYNOP RH2M (%) 17074 : out of range
Severe: avg_fgdepar=59.7828, expected range: -15.7330 87.3173
Severe: rms_fgdepar=59.8476, expected range: 0.0000 89.4206
Severe: avg_pge=0.9387, expected range: -0.9825 0.7500
MANUAL LAND SYNOP RH2M (%) 43177 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.9958, expected range: -1.5421 0.7500
MANUAL LAND SYNOP RH2M (%) 42768 : out of range
Severe: avg_fgdepar=58.8009, expected range: -25.6854 51.2666
Severe: rms_fgdepar=58.8009, expected range: 0.0000 51.2666
MANUAL LAND SYNOP RH2M (%) 43029 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.9444, expected range: -0.1207 0.1487
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82143 : out of range
Severe: rms_fgdepar=500.2332, expected range: 0.0000 507.1080
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42935 : out of range
Severe: avg_pge=0.8089, expected range: 0.1505 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 86545 : out of range
Severe: rms_fgdepar=429.0142, expected range: 18.5546 88.2664
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82976 : out of range
Severe: rms_fgdepar=407.2968, expected range: 0.0000 164.0545
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42367 : out of range
Severe: avg_pge=0.8437, expected range: -0.6105 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 65459 : out of range
Severe: avg_fgdepar=581.4014, expected range: -138.8149 152.1830
Severe: rms_fgdepar=581.4014, expected range: 0.0000 122.8890
Severe: avg_pge=0.9069, expected range: -0.9177 0.7500
BUFR LAND SYNOP RH2M (%) 86691 : out of range
Severe: avg_fgdepar=-57.5771, expected range: -53.8086 26.1166
Severe: rms_fgdepar=57.6055, expected range: 0.0000 58.7427
Severe: avg_pge=0.9997, expected range: -0.3339 0.5435
BUFR LAND SYNOP RH2M (%) 95753 : out of range
Severe: rms_fgdepar=40.4149, expected range: 0.0000 17.4267
BUFR LAND SYNOP RH2M (%) 94274 : out of range
Severe: rms_fgdepar=35.1947, expected range: 0.0000 19.9313
BUFR LAND SYNOP RH2M (%) 95774 : out of range
Severe: rms_fgdepar=31.3847, expected range: 0.0000 14.7834
BUFR LAND SYNOP RH2M (%) 94755 : out of range
Severe: rms_fgdepar=39.2911, expected range: 0.0000 18.4378
BUFR LAND SYNOP RH2M (%) 94775 : out of range
Severe: rms_fgdepar=40.2162, expected range: 0.0000 12.6635
BUFR LAND SYNOP RH2M (%) 17607 : out of range
Severe: rms_fgdepar=40.8347, expected range: 0.0000 22.4879
BUFR LAND SYNOP RH2M (%) 61627 : out of range
Severe: avg_pge=0.9600, expected range: -0.0417 0.0592
BUFR LAND SYNOP SURFACE PRESSURE (PA) 16724 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=407.7078, expected range: 0.0000 116.0991
Severe: avg_pge=0.8618, expected range: -0.3972 0.5346
BUFR LAND SYNOP SURFACE PRESSURE (PA) 16675 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=371.3365, expected range: 0.0000 162.2249
Severe: avg_pge=0.8600, expected range: -0.7031 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 22648 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=413.6100, expected range: -143.8590 211.5735
Severe: avg_pge=0.8580, expected range: -1.0886 0.7500
BUFR LAND SYNOP RH2M (%) : out of range
Considerable: obs_number=94.0000, expected range: 108.6549 116.0951
ship
BUFR SHIP SYNOP SURFACE PRESSURE (PA) D5NK2 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=597.4891, expected range: 12.1046 1589.9880
Severely_persistent: rms_fgdepar=597.4891, expected range: 12.1046 1589.9880
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) DGTHCFK : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=24.0117, expected range: -4.5191 17.2203
Severely_persistent: rms_fgdepar=24.0117, expected range: 0.0000 18.7625
Severely_persistent: avg_pge=0.9244, expected range: -0.5500 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) OXVA2 : out of range
Severe: avg_fgdepar=510.4101, expected range: -380.2205 223.1725
Severe: rms_fgdepar=814.9757, expected range: 0.0000 287.1215
BUFR SHIP SYNOP SURFACE PRESSURE (PA) ZCDS3 : out of range
Severe: avg_fgdepar=-630.2608, expected range: -142.7808 180.6312
Severe: rms_fgdepar=630.2608, expected range: 0.0000 141.6469
Severe: avg_pge=0.8470, expected range: -0.0831 0.0909
BUFR SHIP SYNOP SURFACE PRESSURE (PA) WDJK : out of range
Severe: avg_fgdepar=515.0154, expected range: -398.6468 316.9280
Severe: rms_fgdepar=515.1808, expected range: 0.0000 279.7008
Severe: avg_pge=0.8063, expected range: -0.7359 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) CQZW : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=842.0828, expected range: 513.1724 1486.3807
Severe: rms_fgdepar=863.1882, expected range: 505.6480 1501.6826
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) V7QJ4 : out of range
Severe: rms_fgdepar=15.2316, expected range: 0.0000 8.9134
Severe: avg_pge=0.8727, expected range: -0.8177 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRBQ6 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.9073, expected range: -0.6631 0.7500
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 2101661 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8190, expected range: -1.0058 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 1501516 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8230, expected range: -0.0784 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 1301608 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=649.8929, expected range: -1573.0834 1489.2458
Severely_persistent: rms_fgdepar=650.7152, expected range: -1049.1063 1427.0286
Severely_persistent: avg_pge=0.9113, expected range: -1.7022 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 1401500 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=441.9029, expected range: 0.0000 199.7183
DRIFTING BUOYS SURFACE PRESSURE (PA) 6301544 : out of range
4 times in the last 10 days for at least one item
Severe: avg_pge=0.8152, expected range: -1.0736 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 1401766 : out of range
Severe: avg_fgdepar=573.4407, expected range: -337.3757 291.4328
Severe: rms_fgdepar=581.0936, expected range: 0.0000 254.2187
Severe: avg_pge=0.9013, expected range: -0.4168 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 4400857 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=342.7092, expected range: 0.0000 92.9046
metar
METAR SURFACE PRESSURE (PA) HEMM : out of range
Severe: rms_fgdepar=345.2139, expected range: 0.0000 150.5055
METAR SURFACE PRESSURE (PA) FQIN : out of range
Severe: rms_fgdepar=415.9132, expected range: 0.0000 145.8999
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=-52.0995, expected range: -56.3001 -52.5627
Severely_persistent: rms_fgdepar=52.0995, expected range: 52.5627 56.3001
MANUAL LAND SYNOP SNOW (CM) 71816 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-61.6728, expected range: -75.6199 -32.3831
Severely_persistent: rms_fgdepar=61.6728, expected range: 32.3683 75.6525
BUFR LAND SYNOP SNOW (CM) 01091 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-73.3314, expected range: -70.5157 -63.5665
Severely_persistent: rms_fgdepar=73.3314, expected range: 63.5661 70.5176
t2m
MANUAL LAND SYNOP 2M TEMPERATURE (K) 48810 : out of range
29 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.0904, expected range: -18.3264 -8.8975
Severely_persistent: rms_fgdepar=13.0904, expected range: 8.9209 18.5097
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.1590, expected range: -22.3593 -3.9189
Severely_persistent: rms_fgdepar=16.1797, expected range: 4.2695 22.3121
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25627 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.3928, expected range: -19.1868 0.5777
Severely_persistent: rms_fgdepar=13.4058, expected range: 0.0000 19.2052
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36877 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.5486, expected range: -14.9728 6.8065
Severely_persistent: rms_fgdepar=13.7184, expected range: 0.0000 14.5157
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36897 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.1344, expected range: -19.5109 8.7706
Severely_persistent: rms_fgdepar=15.3679, expected range: 0.0000 18.6006
MANUAL LAND SYNOP 2M TEMPERATURE (K) 38878 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.2698, expected range: -16.3538 -1.3647
Severely_persistent: rms_fgdepar=12.6702, expected range: 1.4509 16.6044
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36639 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-17.9537, expected range: -18.8443 4.0601
Severely_persistent: rms_fgdepar=17.9537, expected range: 0.0000 19.3368
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36259 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.5796, expected range: -21.8850 3.3189
Severely_persistent: rms_fgdepar=12.6585, expected range: 0.0000 20.3847
METAR 2M TEMPERATURE (K) VECX : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.8300, expected range: -20.0441 0.1858
Severely_persistent: rms_fgdepar=15.0728, expected range: 0.6117 20.1547
LAND TEMP 2M TEMPERATURE (K) 65548 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.7110, expected range: -28.4103 7.6351
Severely_persistent: rms_fgdepar=16.7110, expected range: 0.0000 28.4103
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=-16.1941, expected range: -19.4030 -15.3411
Severely_persistent: rms_fgdepar=16.4303, expected range: 15.4043 19.4508
BUFR LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
25 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-18.5688, expected range: -25.7037 1.4503
Severely_persistent: rms_fgdepar=18.5688, expected range: 0.0000 25.0022
BUFR LAND SYNOP 2M TEMPERATURE (K) 27415 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=17.3260, expected range: -3.8081 23.5190
Severely_persistent: rms_fgdepar=17.3358, expected range: 0.0000 23.5122
BUFR LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.2090, expected range: -22.4093 -3.9689
Severely_persistent: rms_fgdepar=16.2297, expected range: 4.3179 22.3625
BUFR LAND SYNOP 2M TEMPERATURE (K) 25627 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.3990, expected range: -18.7660 0.4214
Severely_persistent: rms_fgdepar=13.4094, expected range: 0.0000 18.7734
BUFR LAND SYNOP 2M TEMPERATURE (K) 36877 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.5986, expected range: -15.0228 6.7565
Severely_persistent: rms_fgdepar=13.7641, expected range: 0.0000 14.5908
BUFR LAND SYNOP 2M TEMPERATURE (K) 36639 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-18.6907, expected range: -18.6988 4.0446
Severely_persistent: rms_fgdepar=18.7230, expected range: 0.0000 19.2693
BUFR LAND SYNOP 2M TEMPERATURE (K) 36259 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.4577, expected range: -21.9413 3.1868
Severely_persistent: rms_fgdepar=12.5330, expected range: 0.0000 20.4945
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 02254 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.1361, expected range: -10.9693 8.9390
Severe: rms_fgdepar=13.1557, expected range: 0.0000 9.9226
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 02055 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.0627, expected range: 0.0000 13.6235
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 02036 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.1515, expected range: -15.7630 8.3892
Severe: rms_fgdepar=13.1825, expected range: 0.0000 13.7943
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 02119 : out of range
Severe: avg_fgdepar=-13.3208, expected range: -11.7100 8.2372
Severe: rms_fgdepar=13.3410, expected range: 0.0000 11.4617
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24691 : out of range
Severe: avg_fgdepar=-12.3546, expected range: -10.6973 1.9980
Severe: rms_fgdepar=12.4146, expected range: 0.0000 10.7270
MANUAL LAND SYNOP 2M TEMPERATURE (K) 48924 : out of range
Severe: rms_fgdepar=10.4993, expected range: 0.0000 5.1863
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36736 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=17.3727, expected range: -11.0341 17.4609
Severe: rms_fgdepar=17.4016, expected range: 0.0000 15.3951
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36428 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.8553, expected range: -17.4077 0.9162
Severe: rms_fgdepar=13.1102, expected range: 0.0000 17.5534
METAR 2M TEMPERATURE (K) KVBG : out of range
Severe: avg_fgdepar=-12.6958, expected range: -5.8577 4.2451
Severe: rms_fgdepar=12.6958, expected range: 0.0000 9.8779
METAR 2M TEMPERATURE (K) CYXQ : out of range
Severe: avg_fgdepar=-12.5955, expected range: -13.2588 1.1857
Severe: rms_fgdepar=12.6051, expected range: 0.0000 13.2901
BUFR LAND SYNOP 2M TEMPERATURE (K) 41560 : out of range
Severe: avg_fgdepar=-13.4272, expected range: -8.8669 1.0788
Severe: rms_fgdepar=13.6370, expected range: 0.0601 9.2210
BUFR LAND SYNOP 2M TEMPERATURE (K) 24691 : out of range
Severe: avg_fgdepar=-12.3520, expected range: -10.6511 2.0361
Severe: rms_fgdepar=12.4132, expected range: 0.0000 10.6822
BUFR LAND SYNOP 2M TEMPERATURE (K) 51463 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=11.4387, expected range: 0.0000 5.4165
BUFR LAND SYNOP 2M TEMPERATURE (K) 02254 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.1675, expected range: -11.0704 8.9014
Severe: rms_fgdepar=13.1867, expected range: 0.0000 10.0360
BUFR LAND SYNOP 2M TEMPERATURE (K) 02055 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.0959, expected range: 0.0000 13.7223
BUFR LAND SYNOP 2M TEMPERATURE (K) 02036 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.1346, expected range: -15.8158 8.3653
Severe: rms_fgdepar=13.1662, expected range: 0.0000 13.8263
BUFR LAND SYNOP 2M TEMPERATURE (K) 36736 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=17.3227, expected range: -11.0841 17.4109
Severe: rms_fgdepar=17.3517, expected range: 0.0000 15.3213
BUFR LAND SYNOP 2M TEMPERATURE (K) 36428 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.8482, expected range: -17.5093 0.9167
Severe: rms_fgdepar=13.1022, expected range: 0.0000 17.6581
BUFR LAND SYNOP 2M TEMPERATURE (K) 02119 : out of range
Severe: avg_fgdepar=-13.3534, expected range: -11.7871 8.2051
Severe: rms_fgdepar=13.3732, expected range: 0.0000 11.5469
rh2m
AUTOMATIC LAND SYNOP RH2M (%) 72592 : out of range
Severe: rms_fgdepar=30.3749, expected range: 0.0000 13.2679
MANUAL LAND SYNOP RH2M (%) 34871 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=32.9529, expected range: 0.0000 15.8142