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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-01-14 12:00

amsua
NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 10 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1400, expected range: 0.0595 0.1027
METOP-B AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.2028, expected range: 0.2391 0.2821
METOP-C AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.3270, expected range: -0.2809 -0.2697
iasi
METOP-B IASI RADIANCES CHANNEL 3165 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2722, expected range: -0.2412 -0.2181
METOP-B IASI RADIANCES CHANNEL 3244 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1557, expected range: -0.1220 -0.1021
METOP-B IASI RADIANCES CHANNEL 3252 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2001, expected range: -0.1762 -0.1485
METOP-B IASI RADIANCES CHANNEL 3312 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2992, expected range: -0.2725 -0.2425
METOP-C IASI RADIANCES CHANNEL 3165 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2374, expected range: -0.2152 -0.1950
METOP-C IASI RADIANCES CHANNEL 3244 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1455, expected range: -0.1230 -0.0994
METOP-C IASI Radiances Channel 154 NHem ExtTrop : out of range
Slight: stdev_fgdepar=0.2991, expected range: 0.2595 0.2976
METOP-C IASI Radiances Channel 167 Tropics : out of range
Slight: avg_fgdepar=0.0272, expected range: -0.0531 0.0135
cris
NPP CRIS Radiances (60.0 channels affected - channel 20 shown) Global : out of range
Severe: obs_number=21710.0000, expected range: 11140.0000 22635.4110
NPP CRIS Radiances Channel 166 Global : out of range
Severe: avg_biascorr=-0.0292, expected range: -0.0396 -0.0001
NPP CRIS Radiances Channel 33 Global : out of range
Slight: stdev_fgdepar=0.1709, expected range: 0.1725 0.2141
airs
AQUA AIRS Radiances Channel 305 SHem ExtTrop : out of range
Severe: stdev_fgdepar=1.3836, expected range: 0.1962 0.5684
AQUA AIRS Radiances (5.0 channels affected - channel 232 shown) Tropi : out of range
Considerable: stdev_fgdepar=0.3526, expected range: 0.2546 0.3163
AQUA AIRS Radiances Channel 256 Global : out of range
Considerable: stdev_fgdepar=0.3163, expected range: 0.2507 0.2943
AQUA AIRS Radiances Channel 226 Global : out of range
Slight: stdev_fgdepar=0.3176, expected range: 0.2717 0.3095
AQUA AIRS Radiances Channel 262 Global : out of range
Slight: stdev_fgdepar=0.3354, expected range: 0.2549 0.3136
AQUA AIRS Radiances Channel 305 Global : out of range
Slight: stdev_fgdepar=1.3159, expected range: 0.1671 0.6037
mhs
METOP-B MHS ALLSKY RADIANCES CHANNEL 5 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: obs_number=5906.0000, expected range: 6595.8093 6924.9470
mwhs2
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 2 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=1.1027, expected range: 0.7966 0.8603
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 4 : out of range
3 times in the last 10 days for at least one item
Severely_persistent: avg_norm_fgdepar=-0.2312, expected range: -0.0891 0.0040
Severe: stdev_norm_fgdepar=0.8626, expected range: 0.6603 0.6774
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 5 : out of range
2 times in the last 10 days for at least one item
Severely_persistent: avg_norm_fgdepar=-0.2437, expected range: -0.0850 0.0821
Severe: stdev_norm_fgdepar=0.9870, expected range: 0.6785 0.7031
Considerable: avg_norm_fgdepar=-0.1116, expected range: -0.0465 0.0651
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 6 : out of range
2 times in the last 10 days for at least one item
Severely_persistent: avg_norm_fgdepar=-0.2014, expected range: -0.0813 0.0749
Severe: stdev_norm_fgdepar=1.0257, expected range: 0.6708 0.7360
Slight: avg_norm_fgdepar=-0.0976, expected range: -0.0590 0.0855
FY-3D MWHS2 ALLSKY RADIANCES (5 channels affected) : out of range
1 times in the last 10 days for at least one item
Severe: avg_biascorr=-3.3639, expected range: -2.4651 -2.4044
FY-3D MWHS2 ALLSKY Radiances Channel 4 SHem ExtTrop : out of range
Severe: avg_norm_fgdepar=-0.1201, expected range: -0.0308 0.0684
FY-3D MWHS2 ALLSKY Radiances Channel 5 Global : out of range
Severe: avg_biascorr=-1.8313, expected range: -0.4039 0.2158
FY-3D MWHS2 ALLSKY Radiances Channel 5 NHem ExtTrop : out of range
Severe: avg_biascorr=-1.8357, expected range: -0.4066 0.2249
FY-3D MWHS2 ALLSKY Radiances Channel 5 Tropics : out of range
Severe: avg_norm_fgdepar=-0.2437, expected range: -0.0607 0.0487
FY-3D MWHS2 ALLSKY Radiances Channel 5 Tropics : out of range
Severe: avg_biascorr=-1.6136, expected range: -0.1195 0.2796
FY-3D MWHS2 ALLSKY Radiances Channel 5 SHem ExtTrop : out of range
Severe: avg_biascorr=-1.9669, expected range: -0.4996 0.1144
FY-3D MWHS2 ALLSKY Radiances Channel 5 North pole : out of range
Severe: avg_biascorr=-1.5381, expected range: -0.1992 0.4854
FY-3D MWHS2 ALLSKY Radiances Channel 5 South pole : out of range
Severe: avg_biascorr=-2.5388, expected range: -1.3504 0.1497
FY-3D MWHS2 ALLSKY Radiances Channel 6 Tropics : out of range
Severe: avg_norm_fgdepar=-0.2174, expected range: -0.0497 0.0678
FY-3D MWHS2 ALLSKY Radiances Channel 6 SHem ExtTrop : out of range
Severe: avg_norm_fgdepar=-0.2014, expected range: -0.0545 0.0491
FY-3D MWHS2 ALLSKY Radiances Channel 4 Tropics : out of range
Considerable: avg_norm_fgdepar=-0.2312, expected range: -0.0912 0.0016
FY-3D MWHS2 ALLSKY Radiances Channel 5 SHem ExtTrop : out of range
Considerable: avg_norm_fgdepar=-0.1680, expected range: -0.0611 0.0958
FY-3D MWHS2 ALLSKY Radiances Channel 5 NHem ExtTrop : out of range
Slight: stdev_norm_fgdepar=1.0427, expected range: 0.6551 0.6998
FY-3D MWHS2 ALLSKY Radiances Channel 6 NHem ExtTrop : out of range
Slight: stdev_norm_fgdepar=1.0889, expected range: 0.6362 0.7109
atms
NPP ATMS RADIANCES CHANNEL 10 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2167, expected range: -0.2624 -0.2445
ssmis
DMSP-17 SSMIS RADIANCES CHANNEL 11 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.6299, expected range: -0.3977 -0.1315
gpsro
COSMIC2-E2 GPSRO Channel 13 Tropics : out of range
Slight: avg_norm_fgdepar=0.2728, expected range: -0.1498 0.2605
Atmospheric Motion Vector
HIMAWARI-8 AMV IR1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
17 times in the last 10 days for at least one item
Severely_persistent: obs_number=226.0000, expected range: 1210.0967 1303.3677
scatt
METOP-B ASCAT Wind Vector diff (m/s) South pole : out of range
Slight: obs_number=704.0000, expected range: 2.0000 603.4193
resat
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 410-411 (HPA) : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=0.7493, expected range: 0.0695 0.3333
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 1-2 (HPA) : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-0.0191, expected range: -0.0337 -0.0254
Radiosondes
LAND TEMP WIND VECTOR DIFF (M/S) 27962 PRESSURE LAYER 900-1200 (HPA) : out of range
5 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=18.7195, expected range: 0.0000 13.6707
Severely_persistent: avg_pge=0.9077, expected range: -1.0983 0.7500
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 30 : all data missing
Severely_persistent: obs_number=0, expected range: 76.01 161.66
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 40 : all data missing
Severely_persistent: obs_number=0, expected range: 41.72 93.88
Automatic Land SYNOP 2m temperature (K) Station statid ID 11390 : out of range
Severe: rms_fgdepar=6.0579, expected range: -0.2496 3.6327
Automatic Land SYNOP 2m temperature (K) Station statid ID 51542 : out of range
Severe: avg_fgdepar=-12.0096, expected range: -19.1615 3.6756
Automatic Land SYNOP 2m temperature (K) Station statid ID 51542 : out of range
Severe: rms_fgdepar=12.0096, expected range: -2.4413 19.0920
Manual Land SYNOP 2m temperature (K) Station statid ID 24382 : out of range
Severe: avg_fgdepar=-12.7859, expected range: -18.2356 7.7590
Manual Land SYNOP 2m temperature (K) Station statid ID 24382 : out of range
Severe: rms_fgdepar=12.8017, expected range: -3.8446 15.9310
Manual Land SYNOP 2m temperature (K) Station statid ID 24588 : out of range
Severe: avg_fgdepar=-12.3549, expected range: -23.7473 5.6402
Manual Land SYNOP 2m temperature (K) Station statid ID 24588 : out of range
Severe: rms_fgdepar=12.3690, expected range: -4.8296 23.3256
Manual Land SYNOP 2m temperature (K) Station statid ID 24790 : out of range
Severe: avg_fgdepar=-12.2108, expected range: -20.7097 11.1522
Manual Land SYNOP 2m temperature (K) Station statid ID 24790 : out of range
Severe: rms_fgdepar=12.2481, expected range: -4.1744 16.9664
Manual Land SYNOP 2m temperature (K) Station statid ID 25248 : out of range
Severe: avg_fgdepar=-14.3109, expected range: -16.0916 10.3913
Manual Land SYNOP 2m temperature (K) Station statid ID 25248 : out of range
Severe: rms_fgdepar=14.3137, expected range: -3.7924 13.2994
Manual Land SYNOP 2m temperature (K) Station statid ID 25627 : out of range
Severe: avg_fgdepar=-13.3022, expected range: -22.7589 15.1851
Manual Land SYNOP 2m temperature (K) Station statid ID 25627 : out of range
Severe: rms_fgdepar=13.3525, expected range: -7.7174 19.6618
Manual Land SYNOP 2m temperature (K) Station statid ID 25707 : out of range
Severe: avg_fgdepar=-13.0761, expected range: -18.7937 13.1616
Manual Land SYNOP 2m temperature (K) Station statid ID 25707 : out of range
Severe: rms_fgdepar=13.1121, expected range: -5.9745 16.0034
Manual Land SYNOP 2m temperature (K) Station statid ID 25715 : out of range
Severe: avg_fgdepar=-15.9866, expected range: -23.5490 12.7944
Manual Land SYNOP 2m temperature (K) Station statid ID 25715 : out of range
Severe: rms_fgdepar=15.9976, expected range: -7.5726 20.9482
Manual Land SYNOP 2m temperature (K) Station statid ID 32252 : out of range
Severe: avg_fgdepar=-12.0699, expected range: -11.4012 9.2624
Manual Land SYNOP 2m temperature (K) Station statid ID 32252 : out of range
Severe: rms_fgdepar=12.0726, expected range: -5.0743 10.9864
Manual Land SYNOP 2m temperature (K) Station statid ID 36259 : out of range
Severe: avg_fgdepar=-12.5145, expected range: -24.0380 11.5726
Manual Land SYNOP 2m temperature (K) Station statid ID 36259 : out of range
Severe: rms_fgdepar=12.6322, expected range: -6.3862 21.3186
Manual Land SYNOP 2m temperature (K) Station statid ID 42973 : out of range
Severe: rms_fgdepar=5.4571, expected range: 0.1824 2.8661
Manual Land SYNOP 2m temperature (K) Station statid ID 44224 : out of range
Severe: avg_fgdepar=-15.1884, expected range: -22.9646 11.5408
Manual Land SYNOP 2m temperature (K) Station statid ID 44224 : out of range
Severe: rms_fgdepar=15.2052, expected range: -5.2785 19.7531
METAR 2m temperature (K) Station statid ID CYHY : out of range
Severe: avg_eda_spread=1.1788, expected range: 0.0679 0.5964
METAR 2m temperature (K) Station statid ID CYXQ : out of range
Severe: avg_fgdepar=-13.6087, expected range: -14.8649 9.6674
METAR 2m temperature (K) Station statid ID CYXQ : out of range
Severe: rms_fgdepar=13.6469, expected range: -5.3221 13.1959
METAR 2m temperature (K) Station statid ID EGYD : out of range
Severe: rms_fgdepar=6.1946, expected range: -0.0517 2.5732
METAR 2m temperature (K) Station statid ID PAEI : out of range
Severe: avg_fgdepar=16.4128, expected range: -14.5897 8.1954
METAR 2m temperature (K) Station statid ID PAEI : out of range
Severe: rms_fgdepar=16.4128, expected range: -4.4656 13.3879
METAR 2m temperature (K) Station statid ID UGMS : out of range
Severe: rms_fgdepar=12.0791, expected range: 2.3554 14.9923
METAR 2m temperature (K) Station statid ID VECX : out of range
Severe: avg_fgdepar=-12.7496, expected range: -17.4934 -0.6381
METAR 2m temperature (K) Station statid ID VECX : out of range
Severe: rms_fgdepar=13.0440, expected range: 1.6396 17.7159
METAR 2m temperature (K) Station statid ID EGXT : out of range
Severe: avg_fgdepar=6.0778, expected range: -2.7389 1.8229
METAR 2m temperature (K) Station statid ID EGXT : out of range
Severe: rms_fgdepar=9.6761, expected range: -0.5793 2.9878
LAND TEMP TEMPERATURE (K) 32215 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=6.3332, expected range: 0.1790 1.5933
Severe: avg_pge=0.8153, expected range: -0.2315 0.3701
LAND TEMP WIND VECTOR DIFF (M/S) 26477 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=21.2541, expected range: 0.1910 6.8853
LAND TEMP WIND VECTOR DIFF (M/S) 27713 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=21.2621, expected range: 0.0000 8.7173
Land TEMP Temperature (k) Channel 0 Station statid ID 23330 : out of range
Severe: avg_eda_spread=0.6834, expected range: 0.1064 0.3388
Land TEMP Temperature (k) Channel 1 Station statid ID 32215 : out of range
Severe: avg_fgdepar=-5.8849, expected range: -1.3660 1.6612
Land TEMP Temperature (k) Channel 1 Station statid ID 32215 : out of range
Severe: rms_fgdepar=6.3332, expected range: -0.1493 2.4613
Land TEMP Temperature (k) Channel 1 Station statid ID 32215 : out of range
Severe: avg_pge=0.8154, expected range: -0.1594 0.3951
Land TEMP Temperature (k) Channel 2 Station statid ID 40417 : out of range
Severe: avg_fgdepar=-3.6928, expected range: -0.8949 1.1127
Land TEMP Temperature (k) Channel 2 Station statid ID 40417 : out of range
Severe: rms_fgdepar=3.7835, expected range: -0.0663 1.5977
Land TEMP Wind Vector diff (m/s) Channel 0 Station statid ID 26477 : out of range
Severe: avg_fgdepar=14.6884, expected range: 0.6041 6.0534
Land TEMP Wind Vector diff (m/s) Channel 0 Station statid ID 26477 : out of range
Severe: rms_fgdepar=21.2541, expected range: 0.4594 7.5266
Land TEMP Wind Vector diff (m/s) Channel 1 Station statid ID 27713 : out of range
Severe: rms_fgdepar=21.2621, expected range: -1.3190 9.0171
Land TEMP Wind Vector diff (m/s) Channel 3 Station statid ID 27962 : out of range
Severe: avg_fgdepar=18.7195, expected range: -2.3767 7.9990
Land TEMP Wind Vector diff (m/s) Channel 3 Station statid ID 27962 : out of range
Severe: rms_fgdepar=18.7195, expected range: -2.4713 8.4084
Land TEMP Wind Vector diff (m/s) Channel 3 Station statid ID 27962 : out of range
Severe: avg_pge=0.9077, expected range: -0.4140 0.8878
Land TEMP Wind Vector diff (m/s) Channel 3 Station statid ID 28275 : out of range
Severe: avg_fgdepar=11.5287, expected range: -1.7360 8.3380
Land TEMP Wind Vector diff (m/s) Channel 3 Station statid ID 78016 : out of range
Severe: avg_eda_spread=2.8388, expected range: 0.0374 1.3571
Land TEMP Wind Vector diff (m/s) Channel 3 Station statid ID 82332 : out of range
Severe: avg_fgdepar=9.8481, expected range: -0.9841 6.0225
Land TEMP Wind Vector diff (m/s) Channel 3 Station statid ID 82332 : out of range
Severe: rms_fgdepar=9.8833, expected range: -0.9169 6.3788
Land TEMP Q (g/kg) Channel 1 Station statid ID 82332 : out of range
Severe: rms_fgdepar=1.6160, expected range: -0.1462 1.2433
Land TEMP 2m temperature (K) Station statid ID 10548 : out of range
Severe: rms_fgdepar=6.5334, expected range: -0.6710 2.9692
HIGH RESO LAND TEMP TEMPERATURE (K) 71816 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=8.5255, expected range: 0.0000 2.9393
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 56778 PRESSURE LAYER 300-60 : out of range
Severe: rms_fgdepar=16.2441, expected range: 0.2394 6.0048
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 20 : all data missing
Severe: obs_number=0, expected range: 52.04 117.46
High Reso land TEMP Temperature (k) Channel 0 Station statid ID 71816 : out of range
Severe: avg_fgdepar=-3.5255, expected range: -0.8593 1.0373
High Reso land TEMP Temperature (k) Channel 0 Station statid ID 71816 : out of range
Severe: rms_fgdepar=8.5255, expected range: 0.1424 2.3808
High Reso land TEMP Temperature (k) (4.0 channels affected - channel : out of range
Severe: obs_number=572.0000, expected range: 74.0000 364.5493
High Reso land TEMP WMO BLOCK 20 Channel 999 statid ID 999999 : Data missing from Reportype/ar
Severe: obs_number=0.0000, expected range: 34.0000 111.4522
High Reso land TEMP WMO BLOCK 30 Channel 999 statid ID 999999 : Data missing from Reportype/ar
Severe: obs_number=0.0000, expected range: 48.0000 148.7618
High Reso land TEMP WMO BLOCK 40 Channel 999 statid ID 999999 : Data missing from Reportype/ar
Severe: obs_number=0.0000, expected range: 4.0000 159.9983
High Reso land TEMP Q (g/kg) (3.0 channels affected - channel 2 shown : out of range
Severe: obs_number=422.0000, expected range: 46.5000 217.7444
BUFR LAND SYNOP 2m temperature (K) Station statid ID 06617 : out of range
Severe: avg_fgdepar=-12.0521, expected range: -17.5465 12.1787
BUFR LAND SYNOP 2m temperature (K) Station statid ID 06617 : out of range
Severe: rms_fgdepar=12.4383, expected range: -9.1081 17.3786
BUFR LAND SYNOP 2m temperature (K) Station statid ID 06751 : out of range
Severe: avg_fgdepar=14.3018, expected range: -3.7399 15.1013
BUFR LAND SYNOP 2m temperature (K) Station statid ID 06751 : out of range
Severe: rms_fgdepar=14.3138, expected range: -3.3972 15.1844
BUFR LAND SYNOP 2m temperature (K) Station statid ID 11390 : out of range
Severe: rms_fgdepar=6.0378, expected range: -0.2568 3.6422
BUFR LAND SYNOP 2m temperature (K) Station statid ID 24382 : out of range
Severe: avg_fgdepar=-12.9281, expected range: -18.3766 7.6643
BUFR LAND SYNOP 2m temperature (K) Station statid ID 24382 : out of range
Severe: rms_fgdepar=12.9432, expected range: -3.8863 16.1436
BUFR LAND SYNOP 2m temperature (K) Station statid ID 24588 : out of range
Severe: avg_fgdepar=-12.4065, expected range: -23.7830 5.5824
BUFR LAND SYNOP 2m temperature (K) Station statid ID 24588 : out of range
Severe: rms_fgdepar=12.4205, expected range: -4.7984 23.3781
BUFR LAND SYNOP 2m temperature (K) Station statid ID 24790 : out of range
Severe: avg_fgdepar=-12.1832, expected range: -20.6737 11.0684
BUFR LAND SYNOP 2m temperature (K) Station statid ID 24790 : out of range
Severe: rms_fgdepar=12.2095, expected range: -4.2119 16.9951
BUFR LAND SYNOP 2m temperature (K) Station statid ID 25248 : out of range
Severe: avg_fgdepar=-14.3593, expected range: -16.0225 10.3258
BUFR LAND SYNOP 2m temperature (K) Station statid ID 25248 : out of range
Severe: rms_fgdepar=14.3620, expected range: -3.8401 13.2650
BUFR LAND SYNOP 2m temperature (K) Station statid ID 25627 : out of range
Severe: avg_fgdepar=-13.1666, expected range: -22.2744 14.6979
BUFR LAND SYNOP 2m temperature (K) Station statid ID 25627 : out of range
Severe: rms_fgdepar=13.2175, expected range: -7.7059 19.3892
BUFR LAND SYNOP 2m temperature (K) Station statid ID 25707 : out of range
Severe: avg_fgdepar=-12.9890, expected range: -18.8291 13.1120
BUFR LAND SYNOP 2m temperature (K) Station statid ID 25707 : out of range
Severe: rms_fgdepar=13.0304, expected range: -6.0311 16.0720
BUFR LAND SYNOP 2m temperature (K) Station statid ID 25715 : out of range
Severe: avg_fgdepar=-15.9780, expected range: -23.6243 12.7781
BUFR LAND SYNOP 2m temperature (K) Station statid ID 25715 : out of range
Severe: rms_fgdepar=15.9890, expected range: -7.6257 21.0548
BUFR LAND SYNOP 2m temperature (K) Station statid ID 32252 : out of range
Severe: avg_fgdepar=-12.1391, expected range: -11.5159 9.2103
BUFR LAND SYNOP 2m temperature (K) Station statid ID 32252 : out of range
Severe: rms_fgdepar=12.1417, expected range: -5.1828 11.1104
BUFR LAND SYNOP 2m temperature (K) Station statid ID 36259 : out of range
Severe: avg_fgdepar=-12.5622, expected range: -24.1612 11.4621
BUFR LAND SYNOP 2m temperature (K) Station statid ID 36259 : out of range
Severe: rms_fgdepar=12.6821, expected range: -6.4791 21.5406
BUFR LAND SYNOP 2m temperature (K) Station statid ID 42973 : out of range
Severe: rms_fgdepar=5.4285, expected range: 0.1678 2.8476
BUFR LAND SYNOP 2m temperature (K) Station statid ID 44224 : out of range
Severe: avg_fgdepar=-15.2384, expected range: -23.0146 11.4908
BUFR LAND SYNOP 2m temperature (K) Station statid ID 44224 : out of range
Severe: rms_fgdepar=15.2551, expected range: -5.3096 19.8406
BUFR LAND SYNOP 2m temperature (K) Station statid ID 51542 : out of range
Severe: avg_fgdepar=-12.0596, expected range: -19.2115 3.6256
BUFR LAND SYNOP 2m temperature (K) Station statid ID 51542 : out of range
Severe: rms_fgdepar=12.0596, expected range: -2.4227 19.1594
BUFR LAND SYNOP 2m temperature (K) Station statid ID _705603b : out of range
Severe: rms_fgdepar=5.9653, expected range: -0.0028 3.6797
BUFR LAND SYNOP 2m temperature (K) Station statid ID 78896 : out of range
Severe: avg_fgdepar=-12.0319, expected range: -20.2277 -4.8813
BUFR LAND SYNOP 2m temperature (K) Station statid ID 78896 : out of range
Severe: rms_fgdepar=12.0802, expected range: 5.3978 20.2034
BUFR LAND SYNOP 2m temperature (K) Station statid ID _MI101cc : out of range
Severe: avg_fgdepar=-14.2865, expected range: -2.8559 3.0040
BUFR LAND SYNOP 2m temperature (K) Station statid ID _MI101cc : out of range
Severe: rms_fgdepar=14.5661, expected range: -0.9016 3.9715
BUFR LAND SYNOP 2m temperature (K) Station statid ID _MI13d9f : out of range
Severe: rms_fgdepar=7.6620, expected range: -0.4861 4.5318
BUFR LAND SYNOP 2m temperature (K) Station statid ID _MI18957 : out of range
Severe: avg_fgdepar=-13.7563, expected range: -20.9031 5.3775
BUFR LAND SYNOP 2m temperature (K) Station statid ID _MI18957 : out of range
Severe: rms_fgdepar=13.7563, expected range: -4.7539 20.9727
BUFR LAND SYNOP 2m temperature (K) Station statid ID _MI1af46 : out of range
Severe: avg_fgdepar=-16.9572, expected range: -24.7979 6.1415
BUFR LAND SYNOP 2m temperature (K) Station statid ID _MI1af46 : out of range
Severe: rms_fgdepar=16.9572, expected range: -5.6424 24.8239
BUFR LAND SYNOP 2m temperature (K) Station statid ID _MI1afe9 : out of range
Severe: avg_fgdepar=-14.5889, expected range: -23.1405 6.6586
BUFR LAND SYNOP 2m temperature (K) Station statid ID _MI1afe9 : out of range
Severe: rms_fgdepar=14.5889, expected range: -6.1607 23.1219
Land TEMP Temperature (k) Channel 0 WMO BLOCK 23 statid ID 999999 : out of range
Considerable: avg_eda_spread=0.3902, expected range: 0.1302 0.2768
HIGH RESO LAND TEMP TEMPERATURE (K) (2 pressure layers affected) : out of range
Considerable: obs_number=248.0000, expected range: 402.8669 457.8831
HIGH RESO LAND TEMP TEMPERATURE (K) (4 pressure layers affected) : out of range
Considerable: obs_number=572.0000, expected range: 246.1329 338.3671
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=443.0000, expected range: 499.3090 534.9410
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA : out of range
Considerable: obs_number=1238.0000, expected range: 407.7207 959.0293
HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: obs_number=458.0000, expected range: 549.2110 704.5390
High Reso land TEMP Q (g/kg) Channel 3 WMO BLOCK 11 statid ID 999999 : out of range
Considerable: avg_eda_spread=0.0002, expected range: 0.0000 0.0002
Land TEMP Temperature (k) Channel 0 WMO BLOCK 26 statid ID 999999 : out of range
Slight: avg_eda_spread=0.5505, expected range: 0.1065 0.3938
Land TEMP Wind Vector diff (m/s) Channel 0 WMO BLOCK 26 statid ID 999 : out of range
Slight: rms_fgdepar=12.3622, expected range: 1.5388 8.9022
amdar
AMDAR Temperature (k) Channel 0 Station statid ID JP9Z487Z : out of range
Severe: avg_fgdepar=5.9528, expected range: -0.6739 1.8065
AMDAR Temperature (k) Channel 0 Station statid ID JP9Z487Z : out of range
Severe: rms_fgdepar=5.9528, expected range: -0.3521 2.1056
AMDAR Temperature (k) Channel 1 Station statid ID JP9ZW6ZM : out of range
Severe: avg_fgdepar=3.5840, expected range: -1.7487 1.7544
AMDAR Wind Vector diff (m/s) (2.0 channels affected - channel 1 shown : out of range
Severe: avg_eda_spread=1.7322, expected range: 0.0275 1.1215
WIGOS AMDAR WIND VECTOR DIFF (M/S) LUAIR3BA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=17.0203, expected range: 0.0000 7.3133
WIGOS AMDAR WIND VECTOR DIFF (M/S) ZRSBATRA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=16.4053, expected range: 0.0000 6.4328
WIGOS AMDAR WIND VECTOR DIFF (M/S) SS4UNXRA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=16.6431, expected range: 0.0000 6.9733
WIGOS AMDAR WIND VECTOR DIFF (M/S) EG5ENWZA PRESSURE LAYER 300-600 (HP : out of range
Severe: avg_fgdepar=20.9187, expected range: -6.1873 13.4594
Severe: rms_fgdepar=20.9187, expected range: 0.0000 13.8453
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID DIBUNVBA : out of range
Severe: avg_fgdepar=3.2934, expected range: -0.6322 1.3563
WIGOS AMDAR Temperature (k) Channel 1 Station statid ID EU4507 : out of range
Severe: avg_fgdepar=-3.0372, expected range: -0.5000 0.4740
WIGOS AMDAR Temperature (k) Channel 1 Station statid ID EU4507 : out of range
Severe: rms_fgdepar=3.0372, expected range: -0.1904 0.9684
WIGOS AMDAR Temperature (k) Channel 1 Station statid ID JEWWUUJA : out of range
Severe: avg_eda_spread=0.4359, expected range: -0.0079 0.3192
WIGOS AMDAR Temperature (k) Channel 3 Station statid ID EU0327 : out of range
Severe: avg_eda_spread=0.6015, expected range: 0.0536 0.4775
WIGOS AMDAR Temperature (k) Channel 3 Station statid ID EU0400 : out of range
Severe: avg_fgdepar=-5.0836, expected range: -1.4827 1.8418
WIGOS AMDAR Temperature (k) Channel 3 Station statid ID EU0862 : out of range
Severe: avg_fgdepar=-3.3802, expected range: -1.8672 2.0540
WIGOS AMDAR Temperature (k) Channel 3 Station statid ID EU0862 : out of range
Severe: rms_fgdepar=3.3802, expected range: -0.3777 1.9787
WIGOS AMDAR Temperature (k) Channel 3 Station statid ID T0QKJGJA : out of range
Severe: avg_eda_spread=0.5169, expected range: 0.0542 0.4884
WIGOS AMDAR Wind Vector diff (m/s) Channel 1 Station statid ID 1WCRYE : out of range
Severe: rms_fgdepar=12.1347, expected range: -0.0785 5.4547
WIGOS AMDAR Wind Vector diff (m/s) Channel 1 Station statid ID EG5ENW : out of range
Severe: avg_fgdepar=20.9187, expected range: -3.0325 9.6949
WIGOS AMDAR Wind Vector diff (m/s) Channel 1 Station statid ID EG5ENW : out of range
Severe: rms_fgdepar=20.9187, expected range: -3.2321 10.3969
WIGOS AMDAR Wind Vector diff (m/s) Channel 1 Station statid ID LUAIR3 : out of range
Severe: avg_fgdepar=17.0203, expected range: -1.2544 6.7239
WIGOS AMDAR Wind Vector diff (m/s) Channel 1 Station statid ID LUAIR3 : out of range
Severe: rms_fgdepar=17.0203, expected range: -1.4446 7.3811
WIGOS AMDAR Wind Vector diff (m/s) Channel 1 Station statid ID SCTRTV : out of range
Severe: avg_fgdepar=10.1741, expected range: -0.9574 6.1493
WIGOS AMDAR Wind Vector diff (m/s) Channel 1 Station statid ID ZRSBAT : out of range
Severe: avg_fgdepar=16.4053, expected range: 0.0339 6.3025
WIGOS AMDAR Wind Vector diff (m/s) Channel 1 Station statid ID ZRSBAT : out of range
Severe: rms_fgdepar=16.4053, expected range: -0.0738 7.0297
Mode-S Wind Vector diff (m/s) Channel 1 Station statid ID M0352af : out of range
Severe: avg_eda_spread=1.9855, expected range: 0.0344 1.2441
Mode-S Wind Vector diff (m/s) Channel 1 Station statid ID M065181 : out of range
Severe: rms_fgdepar=9.8272, expected range: 0.2627 4.5434
Mode-S Wind Vector diff (m/s) Channel 1 Station statid ID M17f695 : out of range
Severe: avg_eda_spread=2.1250, expected range: 0.0509 1.2727
Mode-S Wind Vector diff (m/s) Channel 1 Station statid ID M5c463d : out of range
Severe: avg_eda_spread=1.8433, expected range: 0.1854 0.9571
Mode-S Wind Vector diff (m/s) Channel 1 Station statid ID M47fb21 : out of range
Severe: avg_eda_spread=2.3171, expected range: -0.0103 1.2309
Mode-S Wind Vector diff (m/s) Channel 1 Station statid ID M391aaa : out of range
Severe: avg_eda_spread=2.1367, expected range: 0.0987 0.9839
Mode-S Wind Vector diff (m/s) Channel 2 Station statid ID M91143c : out of range
Severe: avg_fgdepar=11.8753, expected range: 0.0065 5.1421
Mode-S Wind Vector diff (m/s) Channel 2 Station statid ID Mbb22e7 : out of range
Severe: avg_eda_spread=1.6285, expected range: 0.1244 1.1208
ADS-C WIND VECTOR DIFF (M/S) VAYCOOBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.0033, expected range: 0.0000 9.5917
ADS-C WIND VECTOR DIFF (M/S) 05URYCJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.9445, expected range: 0.0000 10.8582
ADS-C WIND VECTOR DIFF (M/S) ZHWIG1RA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.5205, expected range: 0.0000 10.5249
ADS-C WIND VECTOR DIFF (M/S) UMV0J5RA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.4952, expected range: 0.0000 8.3540
ADS-C WIND VECTOR DIFF (M/S) X4TBZDRA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=17.5983, expected range: 0.0000 9.5302
ADS-C WIND VECTOR DIFF (M/S) 0ZZKG5ZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.9997, expected range: 0.0000 20.7113
ADS-C WIND VECTOR DIFF (M/S) GOKY1LZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.9988, expected range: 0.0000 12.4094
ADS-C Wind Vector diff (m/s) Channel 0 Station statid ID 0ZZKG5ZA : out of range
Severe: rms_fgdepar=20.9997, expected range: -9.4017 24.7124
ADS-C Wind Vector diff (m/s) Channel 0 Station statid ID 05URYCJA : out of range
Severe: rms_fgdepar=20.9445, expected range: -9.9853 22.9967
ADS-C Wind Vector diff (m/s) Channel 0 Station statid ID GOKY1LZA : out of range
Severe: rms_fgdepar=24.9988, expected range: -4.6152 16.8256
airep
AIREP WIND VECTOR DIFF (M/S) ACA801 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.7959, expected range: 0.4532 9.6904
AIREP WIND VECTOR DIFF (M/S) UAL4 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=20.9134, expected range: 0.0000 41.6254
AIREP WIND VECTOR DIFF (M/S) UAL986 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.3867, expected range: 0.0000 29.5084
AIREP WIND VECTOR DIFF (M/S) BAW6B PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=25.1083, expected range: -0.5446 8.1492
Severe: rms_fgdepar=30.3288, expected range: 0.0000 12.9839
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID AAL221 : out of range
Severe: rms_fgdepar=21.9558, expected range: -8.3777 22.2873
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID BAW44N : out of range
Severe: rms_fgdepar=28.2361, expected range: -20.2659 36.4835
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID BAW6B : out of range
Severe: avg_fgdepar=25.1083, expected range: -1.6534 10.5322
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID BAW6B : out of range
Severe: rms_fgdepar=30.3288, expected range: -7.1873 18.7181
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID KLM611 : out of range
Severe: rms_fgdepar=25.2392, expected range: -5.4253 15.5872
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID KLM685 : out of range
Severe: avg_fgdepar=20.0071, expected range: -9.0119 19.2740
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID KLM685 : out of range
Severe: rms_fgdepar=28.5672, expected range: -16.7068 31.1303
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID THY33 : out of range
Severe: rms_fgdepar=21.7132, expected range: -16.4435 31.3954
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID UAL114 : out of range
Severe: rms_fgdepar=14.3351, expected range: 0.7233 6.0230
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID UAL181 : out of range
Severe: rms_fgdepar=25.1551, expected range: -21.7950 35.6638
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID UAL4 : out of range
Severe: rms_fgdepar=20.9134, expected range: -13.1389 30.2897
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID UAL908 : out of range
Severe: rms_fgdepar=21.5129, expected range: -6.1365 18.8239
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID UAL952 : out of range
Severe: rms_fgdepar=20.4667, expected range: -13.3228 29.2828
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID UAL986 : out of range
Severe: rms_fgdepar=22.3867, expected range: -14.1512 30.5266
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 02933 (2 pressure layers affe : out of range
Severe: rms_fgdepar=15.2396, expected range: 1.0055 3.4592
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 01104 PRESSURE LAYER 600-900 : out of range
Severe: avg_pge=0.8764, expected range: -0.5339 0.7500
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 02933 PRESSURE LAYER 900-1200 : out of range
Severe: avg_pge=0.8449, expected range: -0.2555 0.4407
European Wind Profiler Wind Vector diff (m/s) Channel 1 Indian Ocean : out of range
Severe: obs_number=54.0000, expected range: 55.0000 159.5862
European Wind Profiler Wind Vector diff (m/s) Channel 2 Station stati : out of range
Severe: avg_pge=0.8764, expected range: -0.3872 0.7027
European Wind Profiler Wind Vector diff (m/s) Channel 3 Station stati : out of range
Severe: avg_pge=0.8449, expected range: -0.2823 0.6260
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) (2 pressure layers affected) : out of range
Considerable: obs_number=54.0000, expected range: 126.5209 146.5902
Considerable: obs_number=1412.0000, expected range: 913.9135 1155.8365
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 42339 PRESSURE LAYER 0-300 (HPA) : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=45.2018, expected range: -37.4825 62.1588
Severely_persistent: rms_fgdepar=45.2018, expected range: 0.0000 60.3968
Severely_persistent: avg_pge=0.9250, expected range: -1.2705 0.7500
Land PILOT Wind Vector diff (m/s) Channel 0 Station statid ID 42339 : out of range
Severe: avg_fgdepar=45.2018, expected range: -19.4893 44.9871
Land PILOT Wind Vector diff (m/s) Channel 0 Station statid ID 42339 : out of range
Severe: rms_fgdepar=45.2018, expected range: -15.8960 44.6623
Land PILOT Wind Vector diff (m/s) Channel 0 Station statid ID 42339 : out of range
Severe: avg_pge=0.9250, expected range: -0.4052 1.2810
Land PILOT Wind Vector diff (m/s) Channel 3 Station statid ID 82332 : out of range
Severe: avg_fgdepar=10.2835, expected range: -0.9115 6.2982
synop
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 34498 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8777, expected range: -2.1386 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8777, expected range: -2.1386 0.7500
Considerable: obs_number=169.0000, expected range: 186.9899 218.7879
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42056 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-697.5314, expected range: -1761.7212 1383.1343
Severely_persistent: rms_fgdepar=697.6188, expected range: -1270.6892 1700.2783
Severely_persistent: avg_pge=0.9161, expected range: -1.7348 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 31062 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=702.2060, expected range: -1022.1601 1344.7407
Severely_persistent: avg_pge=0.9158, expected range: -1.5687 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 47639 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8334, expected range: -0.5410 0.7500
AUTOMATIC LAND SYNOP RH2M (%) 07628 : out of range
Severe: rms_fgdepar=43.3325, expected range: 0.0000 21.8964
Automatic Land SYNOP Surface pressure (Pa) Station statid ID 47639 : out of range
Severe: avg_pge=0.8334, expected range: -0.3955 1.2465
Automatic Land SYNOP Surface pressure (Pa) Station statid ID 34498 : out of range
Severe: avg_pge=0.8777, expected range: -0.7841 1.1076
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40637 : out of range
Severe: avg_fgdepar=840.4592, expected range: -520.9778 489.4961
Severe: rms_fgdepar=840.4592, expected range: 0.0000 221.0900
Severe: avg_pge=0.9357, expected range: -0.6679 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 60467 : out of range
Severe: rms_fgdepar=481.8098, expected range: 0.0000 208.1653
MANUAL LAND SYNOP RH2M (%) 64706 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.9810, expected range: -0.8185 0.7500
Manual Land SYNOP Surface pressure (Pa) Station statid ID 40637 : out of range
Severe: avg_fgdepar=840.4592, expected range: -425.1445 333.7689
Manual Land SYNOP Surface pressure (Pa) Station statid ID 40637 : out of range
Severe: rms_fgdepar=840.4592, expected range: -152.4548 360.2150
Manual Land SYNOP Surface pressure (Pa) Station statid ID 40637 : out of range
Severe: avg_pge=0.9357, expected range: -0.5369 1.1860
Manual Land SYNOP Surface pressure (Pa) Station statid ID 40872 : out of range
Severe: avg_fgdepar=206.8515, expected range: -61.2961 94.8916
Manual Land SYNOP Surface pressure (Pa) Station statid ID 40872 : out of range
Severe: rms_fgdepar=209.2981, expected range: -6.9120 82.1178
Manual Land SYNOP Surface pressure (Pa) Station statid ID 41150 : out of range
Severe: avg_fgdepar=178.6562, expected range: -77.7759 43.6201
Manual Land SYNOP Surface pressure (Pa) Station statid ID 41150 : out of range
Severe: rms_fgdepar=181.4160, expected range: -19.4556 72.2415
Manual Land SYNOP Surface pressure (Pa) Station statid ID 42056 : out of range
Severe: avg_fgdepar=-697.5314, expected range: -520.7180 396.6220
Manual Land SYNOP Surface pressure (Pa) Station statid ID 42056 : out of range
Severe: rms_fgdepar=697.6188, expected range: -372.6530 521.0755
Manual Land SYNOP Surface pressure (Pa) Station statid ID 42056 : out of range
Severe: avg_pge=0.9161, expected range: -0.5600 0.6871
Manual Land SYNOP Surface pressure (Pa) Station statid ID 60467 : out of range
Severe: rms_fgdepar=481.8098, expected range: -33.6162 151.3663
Manual Land SYNOP Surface pressure (Pa) Station statid ID 62458 : out of range
Severe: rms_fgdepar=228.4109, expected range: -29.2040 102.8259
BUFR LAND SYNOP SURFACE PRESSURE (PA) 16280 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8273, expected range: -0.3138 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 34434 : out of range
Severe: rms_fgdepar=329.2320, expected range: 0.0000 296.4062
Severe: avg_pge=0.8294, expected range: -0.8251 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 27277 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=388.3787, expected range: 0.0000 129.0421
Severe: avg_pge=0.8688, expected range: -0.5625 0.6626
BUFR LAND SYNOP SURFACE PRESSURE (PA) 15088 : out of range
Severe: rms_fgdepar=362.4766, expected range: 0.0000 94.2684
BUFR LAND SYNOP SURFACE PRESSURE (PA) 25129 : out of range
Severe: rms_fgdepar=529.7305, expected range: 0.0000 153.9190
BUFR LAND SYNOP RH2M (%) 07540 : out of range
Severe: rms_fgdepar=34.1304, expected range: 0.0000 16.9308
BUFR LAND SYNOP RH2M (%) 06711 : out of range
Severe: rms_fgdepar=38.9448, expected range: 0.0000 19.5954
BUFR LAND SYNOP RH2M (%) 06631 : out of range
Severe: rms_fgdepar=31.9008, expected range: 0.0000 17.7382
BUFR LAND SYNOP RH2M (%) 07481 : out of range
Severe: rms_fgdepar=31.6856, expected range: 0.9946 12.3669
BUFR LAND SYNOP RH2M (%) 07632 : out of range
Severe: avg_fgdepar=53.7922, expected range: -22.5970 30.9563
Severe: rms_fgdepar=54.2596, expected range: 0.0000 27.1533
BUFR LAND SYNOP RH2M (%) 94346 : out of range
Severe: rms_fgdepar=39.3360, expected range: 0.0000 9.8519
Severe: avg_pge=0.8106, expected range: 0.0014 0.0040
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 15088 : out of range
Severe: rms_fgdepar=362.4766, expected range: -53.8025 151.0416
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 15409 : out of range
Severe: rms_fgdepar=158.6955, expected range: -9.6698 88.5791
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 16280 : out of range
Severe: avg_pge=0.8273, expected range: 0.2954 1.0226
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 25129 : out of range
Severe: rms_fgdepar=529.7305, expected range: -66.7143 212.2165
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 27277 : out of range
Severe: avg_fgdepar=-386.4443, expected range: -137.1725 152.8473
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 27277 : out of range
Severe: rms_fgdepar=388.3787, expected range: -74.5819 171.9337
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 27277 : out of range
Severe: avg_pge=0.8688, expected range: -0.1956 0.2393
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 31062 : out of range
Severe: rms_fgdepar=702.2060, expected range: -226.6070 406.2019
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 31062 : out of range
Severe: avg_biascorr=800.0000, expected range: -254.5931 288.7310
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 31062 : out of range
Severe: avg_pge=0.9158, expected range: -0.5267 0.8665
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 34434 : out of range
Severe: avg_pge=0.8294, expected range: -0.4604 0.8799
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 40417 : out of range
Severe: avg_fgdepar=153.7201, expected range: -129.9962 0.5172
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 48055 : out of range
Severe: rms_fgdepar=343.0256, expected range: -46.1678 191.6695
BUFR LAND SYNOP RH2m (%) Station statid ID 07632 : out of range
Severe: avg_fgdepar=53.7922, expected range: -24.2418 24.3795
BUFR LAND SYNOP RH2m (%) Station statid ID 07632 : out of range
Severe: rms_fgdepar=54.2596, expected range: -5.3093 22.3708
BUFR LAND SYNOP RH2m (%) Station statid ID 94346 : out of range
Severe: avg_fgdepar=39.3360, expected range: -23.2204 26.6314
BUFR LAND SYNOP RH2m (%) Station statid ID 94346 : out of range
Severe: rms_fgdepar=39.3360, expected range: -9.3756 22.5785
BUFR LAND SYNOP RH2m (%) WMO BLOCK 61 statid ID 999999 : out of range
Severe: obs_number=80.0000, expected range: 0.5000 14.6656
BUFR LAND SYNOP Surface pressure (Pa) WMO BLOCK 2 statid ID 999999 : out of range
Slight: avg_eda_spread=26.6433, expected range: 6.0778 21.3897
ship
AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 46183 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8691, expected range: -0.4622 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) ZCEV9 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=26.3436, expected range: -10.7548 21.0663
Severely_persistent: rms_fgdepar=26.3436, expected range: 0.0000 24.6762
Severely_persistent: avg_pge=0.9355, expected range: -0.7102 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) D5ZQ6 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=695.0138, expected range: 536.7515 798.4212
Severely_persistent: rms_fgdepar=695.3064, expected range: 536.6382 798.6256
SHIP Wind Vector diff (m/s) Station statid ID A8JR6 : out of range
Severe: avg_fgdepar=26.8537, expected range: -0.4919 11.8339
SHIP Wind Vector diff (m/s) Station statid ID A8JR6 : out of range
Severe: rms_fgdepar=26.8537, expected range: -0.4919 11.8339
SHIP Wind Vector diff (m/s) Station statid ID A8JR6 : out of range
Severe: avg_pge=0.9450, expected range: 0.3153 1.0447
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) C6SE5 : out of range
Severe: rms_fgdepar=17.8141, expected range: 0.0000 10.2866
Severe: avg_pge=0.9009, expected range: -0.7300 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) OUQK2 : out of range
Severe: avg_fgdepar=-1017.2558, expected range: -935.9728 850.9095
Severe: rms_fgdepar=1017.2558, expected range: 0.0000 462.2867
Severe: avg_pge=0.9098, expected range: -1.4123 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) D5XC5 : out of range
Severe: avg_pge=0.8050, expected range: -1.4926 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRFU8 : out of range
Severe: rms_fgdepar=531.9580, expected range: 0.0000 320.4749
BUFR SHIP SYNOP SURFACE PRESSURE (PA) S6NQ : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=812.4000, expected range: 241.6395 961.4006
Severe: rms_fgdepar=819.8904, expected range: 234.4260 974.8888
Severe: avg_pge=0.8743, expected range: 0.6252 0.7500
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID D5XC5 : out of range
Severe: avg_pge=0.8050, expected range: -0.2843 1.5473
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID D5ZQ6 : out of range
Severe: avg_fgdepar=695.0138, expected range: -609.6314 995.3992
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID D5ZQ6 : out of range
Severe: rms_fgdepar=695.3064, expected range: -555.3022 974.2888
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID D5ZQ6 : out of range
Severe: avg_pge=0.8512, expected range: -0.8281 1.2818
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID KFMV : out of range
Severe: avg_fgdepar=708.0363, expected range: -471.4501 707.0552
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID KFMV : out of range
Severe: rms_fgdepar=928.3906, expected range: -412.4316 823.8440
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID KINQ : out of range
Severe: rms_fgdepar=360.1447, expected range: -50.1334 168.2399
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID VRFU8 : out of range
Severe: rms_fgdepar=531.9580, expected range: -324.1185 730.5127
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID VRBR6 : out of range
Severe: avg_eda_spread=25.0167, expected range: 7.9169 31.4411
BUFR SHIP SYNOP Wind Vector diff (m/s) Station statid ID VRFU8 : out of range
Severe: avg_eda_spread=2.4682, expected range: -0.0098 1.0858
BUFR SHIP SYNOP Wind Vector diff (m/s) Station statid ID ZCEV9 : out of range
Severe: avg_fgdepar=26.3436, expected range: -1.0793 7.6090
BUFR SHIP SYNOP Wind Vector diff (m/s) Station statid ID ZCEV9 : out of range
Severe: rms_fgdepar=26.3436, expected range: -1.0461 7.6141
BUFR SHIP SYNOP Wind Vector diff (m/s) Station statid ID ZCEV9 : out of range
Severe: avg_pge=0.9355, expected range: -0.2242 1.0069
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 4301614 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8538, expected range: -1.3336 0.7500
DRIFTING BUOYS Surface pressure (Pa) Station statid ID 4301614 : out of range
Severe: avg_pge=0.8538, expected range: -0.6024 0.7844
MOORED BUOYS Wind Vector diff (m/s) South West Pacific statid ID 9999 : out of range
Considerable: obs_number=120.0000, expected range: 65.0000 149.0371
MOORED BUOYS Wind Vector diff (m/s) West pacific Tropical area statid : out of range
Considerable: obs_number=290.0000, expected range: 150.5000 361.9202
metar
METAR SURFACE PRESSURE (PA) SKRG : out of range
Severe: rms_fgdepar=323.2406, expected range: 3.8864 77.0998
METAR SURFACE PRESSURE (PA) LPOV : out of range
Severe: rms_fgdepar=507.8333, expected range: 0.0000 162.6900
METAR Surface pressure (Pa) Station statid ID LPOV : out of range
Severe: rms_fgdepar=507.8333, expected range: -68.0281 178.9834
METAR Surface pressure (Pa) Station statid ID OBBI : out of range
Severe: rms_fgdepar=170.3128, expected range: 12.5027 65.3633
METAR Surface pressure (Pa) Station statid ID OEDF : out of range
Severe: avg_fgdepar=156.6458, expected range: -95.9905 23.3819
METAR Surface pressure (Pa) Station statid ID OEDF : out of range
Severe: rms_fgdepar=196.4237, expected range: 13.0291 95.2400
METAR Surface pressure (Pa) Station statid ID SBCP : out of range
Severe: rms_fgdepar=307.5780, expected range: -3.8529 129.6072
METAR Surface pressure (Pa) Station statid ID OTBD : out of range
Severe: avg_fgdepar=166.3740, expected range: -27.5725 75.3441
METAR Surface pressure (Pa) Station statid ID OTBD : out of range
Severe: rms_fgdepar=206.5080, expected range: 10.0002 76.9301
Automatic METAR Surface pressure (Pa) Station statid ID OEJB : out of range
Severe: avg_fgdepar=181.8689, expected range: -67.7274 65.1687
Automatic METAR Surface pressure (Pa) Station statid ID OEJB : out of range
Severe: rms_fgdepar=225.1302, expected range: 6.0233 71.9408
snow
AUTOMATIC LAND SYNOP SNOW (CM) 71743 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-59.4095, expected range: -63.6470 -42.6197
Severely_persistent: rms_fgdepar=59.4095, expected range: 42.6197 63.6470
AUTOMATIC LAND SYNOP SNOW (CM) 71605 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-51.9024, expected range: -74.3616 -31.1105
Severely_persistent: rms_fgdepar=51.9024, expected range: 31.1105 74.3616
AUTOMATIC LAND SYNOP SNOW (CM) 71588 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-77.8732, expected range: -120.4619 -2.4337
Severely_persistent: rms_fgdepar=77.8732, expected range: 2.4337 120.4619
BUFR LAND SYNOP SNOW (CM) _MI136C1 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-89.0059, expected range: -96.8667 -76.6343
BUFR LAND SYNOP SNOW (CM) _MI136C1 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=89.0135, expected range: 76.6368 96.8927
BUFR LAND SYNOP SNOW (CM) _MI13B42 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-66.1988, expected range: -69.0075 -59.4210
BUFR LAND SYNOP SNOW (CM) _MI13B42 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=66.2085, expected range: 59.4426 69.0043
BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-59.4467, expected range: -68.6575 -40.9288
BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=59.4491, expected range: 40.9399 68.6545
BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-81.0529, expected range: -82.8241 -73.1496
BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=81.1335, expected range: 73.1565 82.8289
BUFR LAND SYNOP SNOW (CM) _MI18EB4 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-85.5948, expected range: -90.7195 -80.2239
BUFR LAND SYNOP SNOW (CM) _MI18EB4 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=85.6063, expected range: 80.2543 90.7182
BUFR LAND SYNOP SNOW (CM) _MI17425 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-73.5034, expected range: -74.0305 -63.5931
BUFR LAND SYNOP SNOW (CM) _MI17425 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=73.5259, expected range: 63.6052 74.0314
BUFR LAND SYNOP SNOW (CM) _MI11375 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-62.1057, expected range: -65.2596 -53.8459
BUFR LAND SYNOP SNOW (CM) _MI11375 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=62.1245, expected range: 53.8539 65.2714
BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-89.6763, expected range: -106.1678 -50.8472
BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=89.6831, expected range: 50.9004 106.1705
BUFR LAND SYNOP SNOW (CM) _MI11CE6 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=50.3357, expected range: 44.9788 68.3971
BUFR LAND SYNOP SNOW (CM) _MI11CE6 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=50.3386, expected range: 44.9784 68.4058
BUFR LAND SYNOP SNOW (CM) _MI1BD27 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-52.5213, expected range: -54.8245 -51.0032
BUFR LAND SYNOP SNOW (CM) _MI1BD27 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=52.5351, expected range: 51.0219 54.8249
BUFR LAND SYNOP SNOW (CM) 01008 : out of range
26 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-60.0706, expected range: -61.2799 -39.6147
Severely_persistent: rms_fgdepar=60.0707, expected range: 39.6181 61.2841
BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=55.0616, expected range: 25.5599 63.6574
BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=55.0624, expected range: 25.6220 63.6334
BUFR LAND SYNOP SNOW (CM) _MI11058 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-68.9299, expected range: -77.0638 -66.4149
BUFR LAND SYNOP SNOW (CM) _MI11058 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=68.9377, expected range: 66.4323 77.0649
BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-62.1738, expected range: -81.9509 -37.3604
BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=62.1740, expected range: 37.3659 81.9474
BUFR LAND SYNOP SNOW (CM) _MI14D1B : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-73.1234, expected range: -81.3950 -64.7072
BUFR LAND SYNOP SNOW (CM) _MI14D1B : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=73.1260, expected range: 64.7172 81.4045
BUFR LAND SYNOP SNOW (CM) _MI190AB : out of range
34 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-59.6459, expected range: -65.7244 -47.7090
BUFR LAND SYNOP SNOW (CM) _MI190AB : out of range
34 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=59.6480, expected range: 47.7084 65.7273
BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-82.6029, expected range: -89.1525 -69.3428
BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=82.6071, expected range: 69.3440 89.1589
BUFR LAND SYNOP SNOW (CM) _MI1BB4C : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-62.2532, expected range: -66.2395 -53.8703
BUFR LAND SYNOP SNOW (CM) _MI1BB4C : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=62.2648, expected range: 53.8959 66.2462
BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-81.8594, expected range: -85.2028 -77.4904
BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
32 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=81.8609, expected range: 78.0165 85.1668
BUFR LAND SYNOP SNOW (CM) _MI1D8AE : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-80.6921, expected range: -86.4820 -62.3566
BUFR LAND SYNOP SNOW (CM) _MI1D8AE : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=80.7125, expected range: 62.3877 86.4766
BUFR LAND SYNOP SNOW (CM) _MI13CBF : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-76.4380, expected range: -80.4664 -61.6025
BUFR LAND SYNOP SNOW (CM) _MI13CBF : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=76.4447, expected range: 61.6242 80.4699
Automatic Land SYNOP SNOW (cm) Station statid ID 71588 : out of range
Severe: avg_fgdepar=-77.8732, expected range: -98.7696 37.8347
Automatic Land SYNOP SNOW (cm) Station statid ID 71588 : out of range
Severe: rms_fgdepar=77.8732, expected range: -37.8347 98.7696
Automatic Land SYNOP SNOW (cm) Station statid ID 71605 : out of range
Severe: avg_fgdepar=-51.9024, expected range: -87.0305 16.8426
Automatic Land SYNOP SNOW (cm) Station statid ID 71605 : out of range
Severe: rms_fgdepar=51.9024, expected range: -16.8426 87.0305
Automatic Land SYNOP SNOW (cm) WMO BLOCK 71 statid ID 999999 : out of range
Severe: rms_fgdepar=216.9871, expected range: 177.4897 295.4989
Automatic Land SYNOP SNOW (cm) Station statid ID 71976 : out of range
Severe: avg_fgdepar=-54.5767, expected range: -71.2468 -6.3738
Automatic Land SYNOP SNOW (cm) Station statid ID 71976 : out of range
Severe: rms_fgdepar=54.5767, expected range: 6.3738 71.2468
Automatic Land SYNOP SNOW (cm) Station statid ID 71743 : out of range
Severe: avg_fgdepar=-59.4095, expected range: -67.5885 -15.6094
Automatic Land SYNOP SNOW (cm) Station statid ID 71743 : out of range
Severe: rms_fgdepar=59.4095, expected range: 15.6094 67.5885
Automatic Land SYNOP SNOW (cm) Station statid ID 71074 : out of range
Severe: avg_fgdepar=-1205.3725, expected range: -1213.9046 -1183.6139
Automatic Land SYNOP SNOW (cm) Station statid ID 71074 : out of range
Severe: rms_fgdepar=1205.3725, expected range: 1183.6139 1213.9046
MANUAL LAND SYNOP SNOW (CM) 71727 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=45.3219, expected range: 0.0000 6.1140
Manual Land SYNOP SNOW (cm) Station statid ID 71727 : out of range
Severe: rms_fgdepar=45.3219, expected range: -7.6301 13.8548
BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-78.0332, expected range: -82.1248 -70.8599
BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=78.0353, expected range: 67.8588 83.4838
BUFR LAND SYNOP SNOW (cm) Station statid ID 01008 : out of range
Severe: avg_fgdepar=-60.0706, expected range: -59.8759 -37.1624
BUFR LAND SYNOP SNOW (cm) Station statid ID 01008 : out of range
Severe: rms_fgdepar=60.0707, expected range: 37.1646 59.8788
BUFR LAND SYNOP SNOW (cm) Station statid ID 01350 : out of range
Severe: avg_fgdepar=-1678.1763, expected range: -1722.0298 -1628.5488
BUFR LAND SYNOP SNOW (cm) Station statid ID 01350 : out of range
Severe: rms_fgdepar=1678.1764, expected range: 1628.5500 1722.0300
BUFR LAND SYNOP SNOW (cm) Station statid ID 01364 : out of range
Severe: avg_fgdepar=-31.5595, expected range: -12.1329 7.2089
BUFR LAND SYNOP SNOW (cm) Station statid ID 01364 : out of range
Severe: rms_fgdepar=31.5597, expected range: -3.9775 10.9474
BUFR LAND SYNOP SNOW (cm) Station statid ID 01370 : out of range
Severe: avg_fgdepar=14.2277, expected range: -3.8832 5.8295
BUFR LAND SYNOP SNOW (cm) Station statid ID 01370 : out of range
Severe: rms_fgdepar=14.2487, expected range: -1.0555 4.5741
BUFR LAND SYNOP SNOW (cm) Station statid ID 999999 : out of range
Severe: rms_fgdepar=259.4765, expected range: -198.6786 764.6296
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI11058 : out of range
Severe: avg_fgdepar=-68.9299, expected range: -104.9056 -13.8829
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI11058 : out of range
Severe: rms_fgdepar=68.9377, expected range: 13.9231 104.9071
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI13cbf : out of range
Severe: avg_fgdepar=-76.4380, expected range: -115.0361 3.0703
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI13cbf : out of range
Severe: rms_fgdepar=76.4447, expected range: -3.0227 115.0374
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI13b42 : out of range
Severe: avg_fgdepar=-66.1988, expected range: -96.3395 -5.8605
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI13b42 : out of range
Severe: rms_fgdepar=66.2085, expected range: 5.8803 96.3475
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI136c1 : out of range
Severe: avg_fgdepar=-89.0059, expected range: -195.8427 83.1861
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI136c1 : out of range
Severe: rms_fgdepar=89.0135, expected range: 2.4160 136.6975
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI11ce6 : out of range
Severe: avg_fgdepar=50.3357, expected range: 17.5434 76.7909
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI11ce6 : out of range
Severe: rms_fgdepar=50.3386, expected range: 17.4971 76.9278
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI11375 : out of range
Severe: avg_fgdepar=-62.1057, expected range: -82.0133 -6.7338
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI11375 : out of range
Severe: rms_fgdepar=62.1245, expected range: 6.7763 82.0133
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI14c63 : out of range
Severe: avg_fgdepar=-59.4467, expected range: -73.7397 -17.7359
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI14c63 : out of range
Severe: rms_fgdepar=59.4491, expected range: 17.7795 73.7321
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI14d1b : out of range
Severe: avg_fgdepar=-73.1234, expected range: -102.1071 2.0770
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI14d1b : out of range
Severe: rms_fgdepar=73.1260, expected range: -2.0581 102.1186
BUFR LAND SYNOP SNOW (cm) WMO BLOCK 1 statid ID 999999 : out of range
Severe: avg_fgdepar=-93.8850, expected range: -158.8947 27.0546
BUFR LAND SYNOP SNOW (cm) WMO BLOCK 1 statid ID 999999 : out of range
Severe: rms_fgdepar=501.7870, expected range: -43.4141 789.3033
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI190ab : out of range
Severe: avg_fgdepar=-59.6459, expected range: -82.8789 -9.4550
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI190ab : out of range
Severe: rms_fgdepar=59.6480, expected range: 9.5029 82.8828
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI18eb4 : out of range
Severe: avg_fgdepar=-85.5948, expected range: -128.3924 -24.9884
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI18eb4 : out of range
Severe: rms_fgdepar=85.6063, expected range: 24.9996 128.4222
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI17425 : out of range
Severe: avg_fgdepar=-73.5035, expected range: -105.6947 -5.9174
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI17425 : out of range
Severe: rms_fgdepar=73.5259, expected range: 5.9384 105.7213
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1f5dd : out of range
Severe: avg_fgdepar=-81.8594, expected range: -118.1974 -39.6682
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1f5dd : out of range
Severe: rms_fgdepar=81.8609, expected range: 39.6877 118.2048
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1d8ae : out of range
Severe: avg_fgdepar=-80.6920, expected range: -111.0819 4.4844
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1d8ae : out of range
Severe: rms_fgdepar=80.7125, expected range: -4.4467 111.0882
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1d33c : out of range
Severe: avg_fgdepar=-82.6029, expected range: -105.4005 -19.7050
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1d33c : out of range
Severe: rms_fgdepar=82.6071, expected range: 19.7110 105.4117
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1cd76 : out of range
Severe: avg_fgdepar=-89.6763, expected range: -122.3751 -13.4386
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1cd76 : out of range
Severe: rms_fgdepar=89.6831, expected range: 13.4810 122.3817
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1bf39 : out of range
Severe: avg_fgdepar=-62.1738, expected range: -92.9520 -13.8569
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1bf39 : out of range
Severe: rms_fgdepar=62.1740, expected range: 13.8556 92.9579
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1bd27 : out of range
Severe: avg_fgdepar=-52.5213, expected range: -70.0718 -41.0512
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1bd27 : out of range
Severe: rms_fgdepar=52.5351, expected range: 41.0521 70.0940
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1bc83 : out of range
Severe: avg_fgdepar=-81.0529, expected range: -108.0118 -2.6737
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1bc83 : out of range
Severe: rms_fgdepar=81.1335, expected range: 2.6915 108.0187
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1bb4c : out of range
Severe: avg_fgdepar=-62.2532, expected range: -88.5094 -1.2537
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1bb4c : out of range
Severe: rms_fgdepar=62.2648, expected range: 1.2701 88.5325
BUFR LAND SYNOP SNOW (cm) Station statid ID _7052e08 : out of range
Severe: avg_fgdepar=55.0616, expected range: -6.2402 65.7505
BUFR LAND SYNOP SNOW (cm) Station statid ID _7052e08 : out of range
Severe: rms_fgdepar=55.0624, expected range: -5.6751 65.3958
BUFR LAND SYNOP SNOW (cm) Station statid ID 71727 : out of range
Severe: rms_fgdepar=45.3759, expected range: -7.5350 13.1363
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI15c54 : out of range
Severe: avg_fgdepar=-78.0332, expected range: -89.4746 -8.4849
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI15c54 : out of range
Severe: rms_fgdepar=78.0353, expected range: 8.4966 89.4882
t2m
MANUAL LAND SYNOP 2M TEMPERATURE (K) 44224 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.1884, expected range: -14.4347 -6.8220
Severely_persistent: rms_fgdepar=15.2052, expected range: 7.3229 14.3666
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.9866, expected range: -20.5459 3.9944
Severely_persistent: rms_fgdepar=15.9976, expected range: 0.0000 20.8508
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36259 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.5145, expected range: -17.3606 -5.4981
Severely_persistent: rms_fgdepar=12.6322, expected range: 5.7559 17.3161
METAR 2M TEMPERATURE (K) VECX : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.7496, expected range: -15.1566 -7.8907
Severely_persistent: rms_fgdepar=13.0440, expected range: 7.7276 15.7519
BUFR LAND SYNOP 2M TEMPERATURE (K) 44224 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.2384, expected range: -14.4847 -6.8720
Severely_persistent: rms_fgdepar=15.2551, expected range: 7.3707 14.4168
BUFR LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.9780, expected range: -20.6166 3.9747
Severely_persistent: rms_fgdepar=15.9890, expected range: 0.0000 20.9250
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.9572, expected range: -21.5986 3.5473
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=16.9572, expected range: 0.0000 21.5689
BUFR LAND SYNOP 2M TEMPERATURE (K) 78896 : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.0319, expected range: -15.9765 -10.9318
Severely_persistent: rms_fgdepar=12.0802, expected range: 11.0983 16.2288
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.7563, expected range: -18.7986 3.5216
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=13.7563, expected range: 0.0000 18.8688
BUFR LAND SYNOP 2M TEMPERATURE (K) 36259 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.5622, expected range: -17.5190 -5.5327
Severely_persistent: rms_fgdepar=12.6821, expected range: 5.7792 17.4978
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AFE9 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.5889, expected range: -18.3938 3.7239
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AFE9 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=14.5889, expected range: 0.0000 18.5283
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.0096, expected range: -13.5911 -3.4565
Severe: rms_fgdepar=12.0096, expected range: 4.9672 13.5211
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71285 : out of range
Severe: rms_fgdepar=10.2633, expected range: 0.0000 4.6030
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24790 : out of range
Severe: avg_fgdepar=-12.2108, expected range: -11.6680 6.7236
Severe: rms_fgdepar=12.2481, expected range: 0.0000 10.2468
MANUAL LAND SYNOP 2M TEMPERATURE (K) 32252 : out of range
Severe: avg_fgdepar=-12.0699, expected range: -10.2645 7.4558
Severe: rms_fgdepar=12.0726, expected range: 0.0000 9.6164
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24382 : out of range
Severe: avg_fgdepar=-12.7859, expected range: -13.2513 3.2729
Severe: rms_fgdepar=12.8017, expected range: 0.0000 12.3789
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25707 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.0761, expected range: -4.2337 5.3058
Severe: rms_fgdepar=13.1122, expected range: 0.0000 5.1050
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25627 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.3022, expected range: -19.9482 13.9480
Severe: rms_fgdepar=13.3525, expected range: 0.0000 17.1156
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25248 : out of range
Severe: avg_fgdepar=-14.3109, expected range: -15.3276 7.9985
Severe: rms_fgdepar=14.3137, expected range: 0.0000 13.2618
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24588 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.3549, expected range: -18.7247 8.7298
Severe: rms_fgdepar=12.3690, expected range: 0.0000 17.5774
METAR 2M TEMPERATURE (K) PAEI : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=16.4128, expected range: -16.3067 8.2040
Severe: rms_fgdepar=16.4128, expected range: 0.0000 13.5916
METAR 2M TEMPERATURE (K) CYXQ : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.6087, expected range: -10.8441 6.8653
Severe: rms_fgdepar=13.6469, expected range: 0.0000 9.6764
METAR 2M TEMPERATURE (K) UGMS : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.0791, expected range: 4.6120 12.4872
BUFR LAND SYNOP 2M TEMPERATURE (K) 24790 : out of range
Severe: avg_fgdepar=-12.1832, expected range: -11.7017 6.7225
Severe: rms_fgdepar=12.2095, expected range: 0.0000 10.2712
BUFR LAND SYNOP 2M TEMPERATURE (K) 06751 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=14.3018, expected range: -2.2007 15.1815
Severe: rms_fgdepar=14.3138, expected range: 0.0000 15.1359
BUFR LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.0596, expected range: -13.6411 -3.5065
Severe: rms_fgdepar=12.0596, expected range: 5.0069 13.5732
BUFR LAND SYNOP 2M TEMPERATURE (K) 32252 : out of range
Severe: avg_fgdepar=-12.1391, expected range: -10.3519 7.3943
Severe: rms_fgdepar=12.1417, expected range: 0.0000 9.7683
BUFR LAND SYNOP 2M TEMPERATURE (K) 24382 : out of range
Severe: avg_fgdepar=-12.9281, expected range: -13.4270 3.1925
Severe: rms_fgdepar=12.9432, expected range: 0.0000 12.6254
BUFR LAND SYNOP 2M TEMPERATURE (K) 25707 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.9890, expected range: -4.3476 5.3396
Severe: rms_fgdepar=13.0304, expected range: 0.0000 5.1480
BUFR LAND SYNOP 2M TEMPERATURE (K) 06617 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.0521, expected range: -13.9302 10.8455
Severe: rms_fgdepar=12.4383, expected range: -7.9283 14.4911
BUFR LAND SYNOP 2M TEMPERATURE (K) 25627 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.1666, expected range: -19.1245 13.1540
Severe: rms_fgdepar=13.2175, expected range: 0.0000 16.6158
BUFR LAND SYNOP 2M TEMPERATURE (K) 25248 : out of range
Severe: avg_fgdepar=-14.3593, expected range: -15.3096 7.9339
Severe: rms_fgdepar=14.3620, expected range: 0.0000 13.3192
BUFR LAND SYNOP 2M TEMPERATURE (K) 24588 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.4065, expected range: -18.7821 8.6854
Severe: rms_fgdepar=12.4205, expected range: 0.0000 17.6720
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI101CC : out of range
Severe: avg_fgdepar=-14.2865, expected range: -1.2945 2.5556
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI101CC : out of range
Severe: rms_fgdepar=14.5661, expected range: 0.1712 2.7295
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=242.0000, expected range: 306.1895 356.7517
rh2m
AUTOMATIC LAND SYNOP RH2M (%) 94346 : out of range
Severe: rms_fgdepar=35.8620, expected range: 0.0000 19.7502
Automatic Land SYNOP RH2m (%) Station statid ID 07632 : out of range
Severe: rms_fgdepar=37.8179, expected range: -1.6343 19.8620
Land TEMP RH2m (%) Station statid ID 76405 : out of range
Severe: rms_fgdepar=39.5882, expected range: -6.8004 21.7204
BUFR LAND SYNOP RH2m (%) Station statid ID 07632 : out of range
Severe: rms_fgdepar=38.3091, expected range: -1.7417 19.7181
BUFR LAND SYNOP RH2m (%) WMO BLOCK 61 statid ID 999999 : out of range
Severe: obs_number=116.0000, expected range: 9.5000 50.2939
AUTOMATIC LAND SYNOP RH2M (%) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=243.0000, expected range: 294.8960 363.2216