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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-01-09 00:00

iasi
METOP-B IASI RADIANCES CHANNEL 3165 : out of range 2 times in the last 10 days for at least one item Considerable: avg_biascorr=-0.2604, expected range: -0.2412 -0.2104
METOP-B IASI RADIANCES CHANNEL 3244 : out of range 2 times in the last 10 days for at least one item Considerable: avg_biascorr=-0.1516, expected range: -0.1220 -0.0806
METOP-B IASI RADIANCES CHANNEL 3312 : out of range 2 times in the last 10 days for at least one item Considerable: avg_biascorr=-0.2881, expected range: -0.2725 -0.2416 Considerable: stdev_fgdepar=1.2276, expected range: 0.4366 0.9209
METOP-B IASI RADIANCES CHANNEL 3252 : out of range Considerable: stdev_fgdepar=1.1586, expected range: 0.4020 0.8796
METOP-B IASI RADIANCES CHANNEL 271 : out of range Considerable: obs_number=329.0000, expected range: 431.4095 749.8405
METOP-B IASI RADIANCES CHANNEL 272 : out of range Considerable: obs_number=291.0000, expected range: 405.1684 699.0816
METOP-B IASI RADIANCES CHANNEL 280 : out of range Considerable: obs_number=548.0000, expected range: 688.2597 1087.4903
METOP-B IASI Radiances (7.0 channels affected - channel 3252 shown) N : out of range Considerable: stdev_fgdepar=1.1586, expected range: 0.3858 0.8284
METOP-C IASI RADIANCES CHANNEL 3165 : out of range 2 times in the last 10 days for at least one item Considerable: avg_biascorr=-0.2413, expected range: -0.2152 -0.1707
METOP-C IASI RADIANCES CHANNEL 3244 : out of range 2 times in the last 10 days for at least one item Considerable: avg_biascorr=-0.1489, expected range: -0.1230 -0.0714
METOP-C IASI RADIANCES CHANNEL 3509 : out of range Considerable: stdev_fgdepar=1.1280, expected range: 0.4820 0.9044
METOP-C IASI Radiances (6.0 channels affected - channel 3452 shown) N : out of range Considerable: stdev_fgdepar=0.9997, expected range: 0.3995 0.7506
METOP-B IASI Radiances Channel 320 Global : out of range Slight: stdev_fgdepar=0.2730, expected range: 0.2432 0.2708
METOP-B IASI Radiances Channel 325 Global : out of range Slight: stdev_fgdepar=0.2700, expected range: 0.2381 0.2683
METOP-B IASI Radiances Channel 375 Global : out of range Slight: stdev_fgdepar=0.2608, expected range: 0.2328 0.2555
METOP-C IASI Radiances Channel 325 North pole : out of range Slight: avg_fgdepar=0.2460, expected range: -0.0881 0.2305
cris
NOAA20 CRIS Radiances Channel 378 NHem ExtTrop : out of range Severe: stdev_fgdepar=0.2717, expected range: 0.1721 0.2233
NOAA20 CRIS Radiances Channel 389 NHem ExtTrop : out of range Severe: stdev_fgdepar=0.2340, expected range: 0.1565 0.1984
NOAA20 CRIS Radiances Channel 378 NHem ExtTrop : out of range Severe: stdev_fgdepar=0.2717, expected range: 0.1721 0.2233
NOAA20 CRIS Radiances Channel 389 NHem ExtTrop : out of range Severe: stdev_fgdepar=0.2340, expected range: 0.1565 0.1984
airs
AQUA AIRS Radiances Channel 1865 Tropics : out of range Slight: stdev_fgdepar=0.2299, expected range: 0.2436 0.2870
mhs
NOAA-19 MHS ALLSKY RADIANCES CHANNEL 4 : out of range 1 times in the last 10 days for at least one item Slight: obs_number=43366.0000, expected range: 44679.2649 48011.4851
gmi
All GPM GMI ALSKY ALL CHANNELS Global : all data missing Severe: obs_number=0, expected range: 10763.43 13561.57
mwhs2
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 14 : out of range 14 times in the last 10 days for at least one item Severely_persistent: obs_number=6789.0000, expected range: 7907.5258 8114.1570
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 15 : out of range 13 times in the last 10 days for at least one item Severely_persistent: obs_number=5789.0000, expected range: 6688.3813 6813.3654
FY-3C MWHS2 ALLSKY Radiances Channel 2 Global : out of range Slight: stdev_norm_fgdepar=0.8747, expected range: 0.8881 0.9292
FY-3C MWHS2 ALLSKY Radiances Channel 3 Tropics : out of range Slight: stdev_norm_fgdepar=0.7198, expected range: 0.7361 0.7801
atms
NOAA20 ATMS RADIANCES CHANNEL 13 : out of range 4 times in the last 10 days for at least one item Severe: avg_biascorr=-0.4963, expected range: -0.4541 -0.4334
NPP ATMS Radiances Channel 14 Global : out of range Considerable: avg_biascorr=-0.2061, expected range: -0.2378 0.0192
gpsro
COSMIC2-E3 GPSRO Channel 5 Tropics : out of range Slight: stdev_norm_fgdepar=0.8016, expected range: 0.8905 1.2476
Geostationary CSR
All GOES-16 ABI ALL CHANNELS Global : all data missing Severe: obs_number=0, expected range: 57399.54 82826.03
GOES-16 ABI Channel 999 statid ID 999999 : Data missing from Reportype - Severe: obs_number=0.0000, expected range: 6261.0000 22534.0715
mwri
FY-3D MWRI RADIANCES CHANNEL 3 : out of range 7 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.7574, expected range: 0.6719 0.6976
resat
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 410-411 (HPA) : out of range 18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=0.5397, expected range: 0.0879 0.3333
METOP-B GOME-2 Ozone, top pressure Channel 12 SHem ExtTrop : out of range Slight: stdev_fgdepar=3.5975, expected range: 3.8255 6.1324
Radiosondes
HIGH RESO LAND TEMP TEMPERATURE (K) 54102 PRESSURE LAYER 900-1200 (HPA : out of range 9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8153, expected range: -0.6391 0.7500
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 40 : all data missing Severely_persistent: obs_number=0, expected range: 79.21 96.29
Automatic Land SYNOP 2m temperature (K) Station statid ID 02119 : out of range Severe: avg_fgdepar=-13.4917, expected range: -14.2578 10.0241
Automatic Land SYNOP 2m temperature (K) Station statid ID 02119 : out of range Severe: rms_fgdepar=13.4958, expected range: -4.1938 12.4343
Automatic Land SYNOP 2m temperature (K) Station statid ID 02154 : out of range Severe: avg_fgdepar=-12.1774, expected range: -10.2964 6.9549
Automatic Land SYNOP 2m temperature (K) Station statid ID 02154 : out of range Severe: rms_fgdepar=12.1866, expected range: -4.1441 10.1671
Automatic Land SYNOP 2m temperature (K) Station statid ID 02161 : out of range Severe: avg_fgdepar=-13.9991, expected range: -13.7403 9.3572
Automatic Land SYNOP 2m temperature (K) Station statid ID 02161 : out of range Severe: rms_fgdepar=14.0027, expected range: -6.6354 13.5358
Automatic Land SYNOP 2m temperature (K) Station statid ID 02173 : out of range Severe: avg_fgdepar=-14.6559, expected range: -11.9009 8.3386
Automatic Land SYNOP 2m temperature (K) Station statid ID 02173 : out of range Severe: rms_fgdepar=14.6986, expected range: -5.0008 11.7649
Automatic Land SYNOP 2m temperature (K) Station statid ID 29674 : out of range Severe: avg_fgdepar=-16.1243, expected range: -12.8903 11.5455
Automatic Land SYNOP 2m temperature (K) Station statid ID 29674 : out of range Severe: rms_fgdepar=16.4290, expected range: -5.1720 11.8772
Automatic Land SYNOP 2m temperature (K) Station statid ID 70194 : out of range Severe: avg_fgdepar=-16.7624, expected range: -13.1077 9.0602
Automatic Land SYNOP 2m temperature (K) Station statid ID 70194 : out of range Severe: rms_fgdepar=16.7624, expected range: -6.0613 11.9666
Automatic Land SYNOP 2m temperature (K) Station statid ID 71001 : out of range Severe: avg_fgdepar=-14.9019, expected range: -20.2652 8.2394
Automatic Land SYNOP 2m temperature (K) Station statid ID 71001 : out of range Severe: rms_fgdepar=14.9019, expected range: -7.4662 20.3553
Automatic Land SYNOP 2m temperature (K) Station statid ID 71195 : out of range Severe: avg_fgdepar=-16.0827, expected range: -20.8903 8.3286
Automatic Land SYNOP 2m temperature (K) Station statid ID 71195 : out of range Severe: rms_fgdepar=16.0827, expected range: -7.5827 20.9780
Manual Land SYNOP 2m temperature (K) Station statid ID 24329 : out of range Severe: avg_fgdepar=-13.4060, expected range: -18.4394 10.2235
Manual Land SYNOP 2m temperature (K) Station statid ID 24329 : out of range Severe: rms_fgdepar=13.5316, expected range: -4.5044 15.8462
Manual Land SYNOP 2m temperature (K) Station statid ID 36796 : out of range Severe: avg_fgdepar=-14.8087, expected range: -26.1780 9.7485
Manual Land SYNOP 2m temperature (K) Station statid ID 36796 : out of range Severe: rms_fgdepar=14.8392, expected range: -7.1465 24.9656
Manual Land SYNOP 2m temperature (K) Station statid ID 48078 : out of range Severe: rms_fgdepar=8.4367, expected range: 0.7042 4.3548
Manual Land SYNOP 2m temperature (K) Station statid ID 82696 : out of range Severe: avg_fgdepar=6.1331, expected range: -1.2316 1.6312
Manual Land SYNOP 2m temperature (K) Station statid ID 82696 : out of range Severe: rms_fgdepar=6.1331, expected range: -0.6073 1.3972
METAR 2m temperature (K) Station statid ID CYDB : out of range Severe: avg_fgdepar=-12.1019, expected range: -20.5940 10.9161
METAR 2m temperature (K) Station statid ID CYDB : out of range Severe: rms_fgdepar=12.1019, expected range: -8.0918 19.2486
METAR 2m temperature (K) Station statid ID KDTN : out of range Severe: rms_fgdepar=9.1320, expected range: -0.2300 5.2637
METAR 2m temperature (K) Station statid ID UTDL : out of range Severe: avg_fgdepar=5.3572, expected range: -3.4016 2.7837
METAR 2m temperature (K) Station statid ID LTCB : out of range Severe: avg_fgdepar=17.8523, expected range: 2.0686 23.1630
METAR 2m temperature (K) Station statid ID LTCB : out of range Severe: rms_fgdepar=17.8739, expected range: 2.4811 23.1015
LAND TEMP TEMPERATURE (K) 23078 PRESSURE LAYER 0-300 (HPA) : out of range Severe: avg_fgdepar=12.0087, expected range: -1.8246 1.2298 Severe: rms_fgdepar=12.2021, expected range: 0.0000 3.2319 Severe: avg_pge=0.9208, expected range: -0.4244 0.5228
LAND TEMP WIND VECTOR DIFF (M/S) 29634 PRESSURE LAYER 0-300 (HPA) : out of range Severe: rms_fgdepar=16.7338, expected range: 0.0000 9.1390 Severe: avg_pge=0.8049, expected range: -0.5018 0.7400
LAND TEMP WIND VECTOR DIFF (M/S) 23078 PRESSURE LAYER 900-1200 (HPA) : out of range Severe: avg_fgdepar=24.8579, expected range: -3.4263 9.4643 Severe: avg_pge=0.8992, expected range: -0.8026 0.7500
Land TEMP Temperature (k) Channel 0 Station statid ID 23078 : out of range Severe: avg_fgdepar=12.0087, expected range: -1.8411 1.3236
Land TEMP Temperature (k) Channel 0 Station statid ID 23078 : out of range Severe: rms_fgdepar=12.2021, expected range: -0.7727 3.0151
Land TEMP Temperature (k) Channel 0 Station statid ID 23078 : out of range Severe: avg_pge=0.9207, expected range: -0.1635 0.2679
Land TEMP WMO BLOCK 71 Channel 999 statid ID 999999 : Data missing from Reportype/ar Severe: obs_number=0.0000, expected range: 16.0000 154.6757
Land TEMP Wind Vector diff (m/s) Channel 0 Station statid ID 29634 : out of range Severe: avg_fgdepar=16.7237, expected range: -0.3402 6.8502
Land TEMP Wind Vector diff (m/s) Channel 0 Station statid ID 29634 : out of range Severe: rms_fgdepar=16.7338, expected range: -0.3251 7.8721
Land TEMP Wind Vector diff (m/s) Channel 0 Station statid ID 29634 : out of range Severe: avg_pge=0.8050, expected range: -0.2104 0.4139
Land TEMP Wind Vector diff (m/s) Channel 3 Station statid ID 23078 : out of range Severe: avg_fgdepar=24.8579, expected range: -4.2010 11.5532
Land TEMP Wind Vector diff (m/s) Channel 3 Station statid ID 23078 : out of range Severe: rms_fgdepar=25.6651, expected range: -4.1335 11.9719
Land TEMP Wind Vector diff (m/s) Channel 3 Station statid ID 23078 : out of range Severe: avg_pge=0.8992, expected range: -0.3677 1.0650
Land TEMP Wind Vector diff (m/s) Channel 3 Station statid ID 23078 : out of range Severe: avg_eda_spread=1.7877, expected range: -0.2344 1.0980
Land TEMP Q (g/kg) Channel 1 Station statid ID 42867 : out of range Severe: rms_fgdepar=1.3734, expected range: -0.0798 0.4654
Land TEMP 2m temperature (K) Station statid ID 29572 : out of range Severe: avg_fgdepar=-14.9927, expected range: -13.2302 10.7042
Land TEMP 2m temperature (K) Station statid ID 29572 : out of range Severe: rms_fgdepar=14.9927, expected range: -6.0746 11.9126
High Reso land TEMP WMO BLOCK 76 Channel 999 statid ID 999999 : Data missing from Reportype/ar Severe: obs_number=0.0000, expected range: 28.0000 412.8404
HIGH RESO SEA TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range Severe: avg_fgdepar=9.0901, expected range: -0.5203 0.6299
HIGH RESO SEA TEMP TEMPERATURE (K) (2 pressure layers affected) : out of range 1 times in the last 10 days for at least one item Severe: rms_fgdepar=10.8967, expected range: 0.3140 1.6615 Severe: avg_pge=0.8750, expected range: -0.0491 0.0620
HIGH RESO SEA TEMP TEMPERATURE (K) (3 pressure layers affected) : out of range Severe: avg_fgdepar=12.5617, expected range: -0.6771 0.5784 Severe: rms_fgdepar=12.6623, expected range: 0.0000 1.7847
High Reso sea TEMP Temperature (k) Channel 0 Global statid ID 999999 : out of range Severe: avg_fgdepar=9.0901, expected range: -0.4435 0.5835
High Reso sea TEMP Temperature (k) (2.0 channels affected - channel 0 : out of range Severe: rms_fgdepar=10.8967, expected range: 0.3937 1.4622
High Reso sea TEMP Temperature (k) Channel 0 South Atlantic statid ID : out of range Severe: avg_fgdepar=12.5617, expected range: -0.5502 0.5975
High Reso sea TEMP Temperature (k) Channel 0 South Atlantic statid ID : out of range Severe: rms_fgdepar=12.6623, expected range: 0.2885 1.1990
High Reso sea TEMP Temperature (k) Channel 0 South Atlantic statid ID : out of range Severe: avg_pge=0.8750, expected range: -0.0141 0.0244
High Reso sea TEMP Temperature (k) (3.0 channels affected - channel 0 : out of range Severe: avg_fgdepar=12.5617, expected range: -0.4490 0.7648
High Reso sea TEMP Temperature (k) (3.0 channels affected - channel 0 : out of range Severe: rms_fgdepar=12.6623, expected range: 0.0977 1.4998
High Reso sea TEMP Temperature (k) (2.0 channels affected - channel 0 : out of range Severe: avg_pge=0.8750, expected range: -0.0109 0.0227
BUFR LAND SYNOP 2m temperature (K) Station statid ID 01082 : out of range Severe: rms_fgdepar=12.1087, expected range: -7.5067 17.3877
BUFR LAND SYNOP 2m temperature (K) Station statid ID 02119 : out of range Severe: avg_fgdepar=-13.5277, expected range: -14.3055 9.9579
BUFR LAND SYNOP 2m temperature (K) Station statid ID 02119 : out of range Severe: rms_fgdepar=13.5318, expected range: -4.2098 12.4879
BUFR LAND SYNOP 2m temperature (K) Station statid ID 02154 : out of range Severe: avg_fgdepar=-12.1466, expected range: -10.1995 6.8629
BUFR LAND SYNOP 2m temperature (K) Station statid ID 02154 : out of range Severe: rms_fgdepar=12.1566, expected range: -4.0792 10.0735
BUFR LAND SYNOP 2m temperature (K) Station statid ID 02161 : out of range Severe: avg_fgdepar=-14.0612, expected range: -13.8091 9.3188
BUFR LAND SYNOP 2m temperature (K) Station statid ID 02161 : out of range Severe: rms_fgdepar=14.0646, expected range: -6.6960 13.6264
BUFR LAND SYNOP 2m temperature (K) Station statid ID 02173 : out of range Severe: avg_fgdepar=-14.7487, expected range: -11.9657 8.2754
BUFR LAND SYNOP 2m temperature (K) Station statid ID 02173 : out of range Severe: rms_fgdepar=14.7906, expected range: -5.0645 11.8568
BUFR LAND SYNOP 2m temperature (K) Station statid ID 02890 : out of range Severe: avg_fgdepar=-13.3178, expected range: -19.6223 11.9495
BUFR LAND SYNOP 2m temperature (K) Station statid ID 02890 : out of range Severe: rms_fgdepar=13.3987, expected range: -7.1961 18.1115
BUFR LAND SYNOP 2m temperature (K) Station statid ID 04112 : out of range Severe: avg_fgdepar=-13.6972, expected range: -22.6597 -4.7327
BUFR LAND SYNOP 2m temperature (K) Station statid ID 04112 : out of range Severe: rms_fgdepar=14.1776, expected range: 4.9674 22.7210
BUFR LAND SYNOP 2m temperature (K) Station statid ID 24329 : out of range Severe: avg_fgdepar=-13.4303, expected range: -18.4733 10.1711
BUFR LAND SYNOP 2m temperature (K) Station statid ID 24329 : out of range Severe: rms_fgdepar=13.5558, expected range: -4.5258 15.9077
BUFR LAND SYNOP 2m temperature (K) Station statid ID 29674 : out of range Severe: avg_fgdepar=-16.1872, expected range: -13.8588 11.8710
BUFR LAND SYNOP 2m temperature (K) Station statid ID 29674 : out of range Severe: rms_fgdepar=16.4908, expected range: -5.7736 13.0941
BUFR LAND SYNOP 2m temperature (K) Station statid ID 36796 : out of range Severe: avg_fgdepar=-14.8588, expected range: -26.2280 9.6985
BUFR LAND SYNOP 2m temperature (K) Station statid ID 36796 : out of range Severe: rms_fgdepar=14.8891, expected range: -7.1770 25.0629
BUFR LAND SYNOP 2m temperature (K) Station statid ID 48078 : out of range Severe: rms_fgdepar=8.4097, expected range: 0.8486 4.2113
BUFR LAND SYNOP 2m temperature (K) Station statid ID 63729 : out of range Severe: avg_fgdepar=-10.3451, expected range: -1.8990 3.6387
BUFR LAND SYNOP 2m temperature (K) Station statid ID 63729 : out of range Severe: rms_fgdepar=13.9687, expected range: -0.7160 3.3251
BUFR LAND SYNOP 2m temperature (K) Station statid ID 70194 : out of range Severe: avg_fgdepar=-12.3581, expected range: -11.0935 7.8777
BUFR LAND SYNOP 2m temperature (K) Station statid ID 70194 : out of range Severe: rms_fgdepar=13.1092, expected range: -4.5881 10.4489
BUFR LAND SYNOP 2m temperature (K) Station statid ID 71001 : out of range Severe: avg_fgdepar=-14.9348, expected range: -20.3034 8.1994
BUFR LAND SYNOP 2m temperature (K) Station statid ID 71001 : out of range Severe: rms_fgdepar=14.9348, expected range: -7.4436 20.4008
BUFR LAND SYNOP 2m temperature (K) Station statid ID 71195 : out of range Severe: avg_fgdepar=-16.1397, expected range: -20.9137 8.2761
BUFR LAND SYNOP 2m temperature (K) Station statid ID 71195 : out of range Severe: rms_fgdepar=16.1397, expected range: -7.5533 21.0136
BUFR LAND SYNOP 2m temperature (K) Station statid ID 78896 : out of range Severe: avg_fgdepar=-14.4206, expected range: -21.9703 -1.6531
BUFR LAND SYNOP 2m temperature (K) Station statid ID 78896 : out of range Severe: rms_fgdepar=14.6202, expected range: 2.0902 21.9220
BUFR LAND SYNOP 2m temperature (K) Station statid ID 82696 : out of range Severe: avg_fgdepar=6.0831, expected range: -1.2816 1.5812
BUFR LAND SYNOP 2m temperature (K) Station statid ID 82696 : out of range Severe: rms_fgdepar=6.0831, expected range: -0.6090 1.3629
BUFR LAND SYNOP 2m temperature (K) Station statid ID _MI1af46 : out of range Severe: avg_fgdepar=-12.5193, expected range: -25.8227 10.8666
BUFR LAND SYNOP 2m temperature (K) Station statid ID _MI1af46 : out of range Severe: rms_fgdepar=13.3488, expected range: -10.4614 25.7925
HIGH RESO LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range Considerable: obs_number=105.0000, expected range: 122.6979 156.0521
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) (2 pressure layers affected : out of range Considerable: obs_number=845.0000, expected range: 743.2098 774.3457
BUFR LAND SYNOP 2m temperature (K) WMO BLOCK 13 statid ID 999999 : out of range Considerable: obs_number=477.0000, expected range: 251.0000 543.9036
amdar
AMDAR WIND VECTOR DIFF (M/S) 00000321 PRESSURE LAYER 0-300 (HPA) : out of range Severe: rms_fgdepar=18.1488, expected range: 0.0000 7.2266 Severe: avg_pge=0.8622, expected range: -0.2185 0.3548
AMDAR WIND VECTOR DIFF (M/S) 00040422 PRESSURE LAYER 900-1200 (HPA) : out of range Severe: avg_fgdepar=20.9276, expected range: -6.6895 16.4508 Severe: rms_fgdepar=27.6475, expected range: 0.0000 31.4191
AMDAR Temperature (k) Channel 0 Station statid ID 00000321 : out of range Severe: avg_eda_spread=0.8051, expected range: 0.0220 0.3045
AMDAR Temperature (k) Channel 3 Station statid ID 00040145 : out of range Severe: rms_fgdepar=4.5085, expected range: -0.7787 2.9149
AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID 00000321 : out of range Severe: avg_fgdepar=18.1488, expected range: 0.5694 5.4244
AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID 00000321 : out of range Severe: rms_fgdepar=18.1488, expected range: 0.5840 6.2968
AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID 00000321 : out of range Severe: avg_pge=0.8622, expected range: -0.0519 0.1685
AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID 00000321 : out of range Severe: avg_eda_spread=3.0441, expected range: 0.0614 1.1790
AMDAR Wind Vector diff (m/s) Channel 3 Station statid ID 00040422 : out of range Severe: avg_fgdepar=20.9276, expected range: -16.3557 31.2643
AMDAR Wind Vector diff (m/s) Channel 3 Station statid ID 00040422 : out of range Severe: rms_fgdepar=27.6475, expected range: -19.2850 40.4147
WIGOS AMDAR WIND VECTOR DIFF (M/S) T3MXLDJA PRESSURE LAYER 0-300 (HPA) : out of range Severe: rms_fgdepar=16.3036, expected range: 0.0000 7.1193
WIGOS AMDAR WIND VECTOR DIFF (M/S) CPUEISJA PRESSURE LAYER 0-300 (HPA) : out of range Severe: rms_fgdepar=19.7420, expected range: 0.0000 8.9720
WIGOS AMDAR WIND VECTOR DIFF (M/S) LY40KDZA PRESSURE LAYER 0-300 (HPA) : out of range 1 times in the last 10 days for at least one item Severe: rms_fgdepar=15.9637, expected range: 0.0000 6.1376
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID 1HTUIRBA : out of range Severe: avg_fgdepar=-3.4648, expected range: -1.0128 0.9249
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID 1HTUIRBA : out of range Severe: rms_fgdepar=4.6847, expected range: -0.1809 1.2434
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID 4YXYB3BA : out of range Severe: avg_eda_spread=0.4373, expected range: 0.0444 0.2641
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID 5SJDSKRA : out of range Severe: avg_eda_spread=0.6513, expected range: 0.0315 0.3196
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID D3PBEPZA : out of range Severe: avg_eda_spread=0.7949, expected range: -0.0150 0.3123
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID EU0818 : out of range Severe: avg_fgdepar=3.3343, expected range: -0.7634 1.0066
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID EU0818 : out of range Severe: rms_fgdepar=3.3476, expected range: -0.2978 1.4083
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID EU2813 : out of range Severe: avg_eda_spread=0.5505, expected range: -0.1085 0.5316
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID FKSTTJBA : out of range Severe: avg_eda_spread=0.6988, expected range: -0.0088 0.3461
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID IKRUNXRA : out of range Severe: avg_eda_spread=0.7618, expected range: -0.0028 0.3076
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID JNJDSIRA : out of range Severe: avg_eda_spread=0.9178, expected range: 0.0139 0.3176
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID LY40KDZA : out of range Severe: avg_eda_spread=0.5879, expected range: 0.0051 0.3152
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID MKXUFPZA : out of range Severe: avg_eda_spread=1.2019, expected range: -0.0322 0.3430
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID MUJENVZA : out of range Severe: rms_fgdepar=3.6946, expected range: -0.1902 1.7830
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID MUJENVZA : out of range Severe: avg_eda_spread=0.9902, expected range: -0.0006 0.3011
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID SEGFVSRA : out of range Severe: avg_fgdepar=-5.1895, expected range: -1.0768 1.3252
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID SEGFVSRA : out of range Severe: rms_fgdepar=5.1895, expected range: -0.3730 1.2645
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID TOX0JGJA : out of range Severe: avg_eda_spread=0.6374, expected range: -0.0025 0.3036
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID UBO0Z2ZA : out of range Severe: avg_eda_spread=0.5938, expected range: 0.0164 0.2948
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID VMSIQ2BA : out of range Severe: avg_eda_spread=0.7909, expected range: -0.0119 0.3532
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID X1ZYR3RA : out of range Severe: avg_eda_spread=0.6386, expected range: -0.0155 0.3432
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID X3KKJGRA : out of range Severe: avg_eda_spread=0.5760, expected range: -0.0122 0.3126
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID XA50YAZA : out of range Severe: avg_eda_spread=0.5621, expected range: 0.0244 0.2690
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID 3ZQHPAZA : out of range Severe: avg_eda_spread=0.7495, expected range: -0.0045 0.2975
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID EFY0JFBA : out of range Severe: avg_eda_spread=0.6429, expected range: 0.0166 0.2926
WIGOS AMDAR Temperature (k) Channel 0 Station statid ID DJAL3RZA : out of range Severe: avg_eda_spread=0.5684, expected range: -0.0059 0.2696
WIGOS AMDAR Temperature (k) Channel 1 Station statid ID 4CNIR4JA : out of range Severe: avg_eda_spread=0.5962, expected range: -0.0071 0.3183
WIGOS AMDAR Temperature (k) Channel 1 Station statid ID EHLUISJA : out of range Severe: avg_fgdepar=-3.6053, expected range: -1.1602 0.7477
WIGOS AMDAR Temperature (k) Channel 1 Station statid ID EHLUISJA : out of range Severe: rms_fgdepar=5.0815, expected range: -0.2265 1.3574
WIGOS AMDAR Temperature (k) Channel 1 Station statid ID EU4045 : out of range Severe: avg_fgdepar=-3.5677, expected range: -1.1024 0.8502
WIGOS AMDAR Temperature (k) Channel 1 Station statid ID EU4045 : out of range Severe: rms_fgdepar=3.5677, expected range: -0.5505 1.3406
WIGOS AMDAR Temperature (k) Channel 1 Station statid ID GB4UNVBA : out of range Severe: avg_fgdepar=-4.0808, expected range: -0.7773 0.5840
WIGOS AMDAR Temperature (k) Channel 1 Station statid ID R2U0JGZA : out of range Severe: avg_eda_spread=0.3833, expected range: 0.0245 0.2906
WIGOS AMDAR Temperature (k) Channel 1 Station statid ID 1RCQOMBA : out of range Severe: avg_eda_spread=0.4118, expected range: 0.0874 0.1979
WIGOS AMDAR Temperature (k) Channel 3 Station statid ID IQYGWAJA : out of range Severe: rms_fgdepar=3.4535, expected range: -0.1566 1.6409
WIGOS AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID 1HTUIR : out of range Severe: avg_fgdepar=12.2853, expected range: -0.3266 5.5093
WIGOS AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID 1HTUIR : out of range Severe: rms_fgdepar=12.8123, expected range: -0.2485 5.9750
WIGOS AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID 412UIS : out of range Severe: rms_fgdepar=11.7290, expected range: -0.2106 5.9667
WIGOS AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID 5SJDSK : out of range Severe: avg_eda_spread=2.6077, expected range: 0.0843 1.2145
WIGOS AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID CPUEIS : out of range Severe: avg_fgdepar=19.7420, expected range: -0.6628 5.4570
WIGOS AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID CPUEIS : out of range Severe: rms_fgdepar=19.7420, expected range: -0.6909 5.8024
WIGOS AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID EHLUIS : out of range Severe: avg_fgdepar=11.3061, expected range: 0.4683 4.6131
WIGOS AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID EHLUIS : out of range Severe: rms_fgdepar=12.2227, expected range: 0.3991 5.4574
WIGOS AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID FKSTTJ : out of range Severe: avg_eda_spread=3.1344, expected range: -0.0097 1.2724
WIGOS AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID J3NVJE : out of range Severe: avg_fgdepar=10.0412, expected range: -0.3745 5.7963
WIGOS AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID JNJDSI : out of range Severe: avg_eda_spread=3.7914, expected range: -0.0695 1.3762
WIGOS AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID OLFUIR : out of range Severe: avg_fgdepar=12.0582, expected range: 0.5426 5.1969
WIGOS AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID OLFUIR : out of range Severe: rms_fgdepar=12.1074, expected range: 0.5904 6.0458
WIGOS AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID SR0INE : out of range Severe: avg_fgdepar=10.7242, expected range: -0.4419 5.7625
WIGOS AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID SR0INE : out of range Severe: rms_fgdepar=10.8744, expected range: -0.4027 6.1484
WIGOS AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID WJK2MI : out of range Severe: rms_fgdepar=10.2514, expected range: -0.3235 5.5030
WIGOS AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID ZJBUOG : out of range Severe: avg_fgdepar=12.0122, expected range: 1.2823 5.0829
WIGOS AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID ZJBUOG : out of range Severe: rms_fgdepar=13.4868, expected range: 1.4734 5.8223
WIGOS AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID MCDDTL : out of range Severe: avg_fgdepar=12.0193, expected range: 0.2649 5.3290
WIGOS AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID MCDDTL : out of range Severe: rms_fgdepar=12.0193, expected range: 0.2543 6.0689
WIGOS AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID QDTVJE : out of range Severe: rms_fgdepar=10.1314, expected range: 0.4711 5.0643
WIGOS AMDAR Wind Vector diff (m/s) Channel 0 Station statid ID EU0573 : out of range Severe: avg_eda_spread=1.5738, expected range: 0.3107 0.8731
Mode-S Wind Vector diff (m/s) Channel 0 Station statid ID M388bdb : out of range Severe: avg_fgdepar=9.4550, expected range: 1.2488 5.1147
Mode-S Wind Vector diff (m/s) (2.0 channels affected - channel 0 show : out of range Severe: avg_eda_spread=1.0453, expected range: 0.1571 0.5769
Mode-S Wind Vector diff (m/s) Channel 1 Station statid ID M242799 : out of range Severe: avg_fgdepar=12.1621, expected range: 0.5681 3.4903
Mode-S Wind Vector diff (m/s) Channel 1 Station statid ID M242799 : out of range Severe: rms_fgdepar=12.5575, expected range: 0.4956 4.0489
Mode-S Wind Vector diff (m/s) Channel 1 Station statid ID M940428 : out of range Severe: avg_fgdepar=9.2689, expected range: -0.3743 5.1800
Mode-S Wind Vector diff (m/s) Channel 1 Station statid ID M940428 : out of range Severe: rms_fgdepar=10.6547, expected range: -0.3292 5.6067
Mode-S Wind Vector diff (m/s) Channel 1 Station statid ID Me28019 : out of range Severe: avg_fgdepar=12.9466, expected range: -0.0491 5.1291
Mode-S Wind Vector diff (m/s) Channel 1 Station statid ID Me28019 : out of range Severe: rms_fgdepar=13.5669, expected range: 0.0431 5.6257
Mode-S Wind Vector diff (m/s) Channel 1 Station statid ID Md2b493 : out of range Severe: avg_fgdepar=12.9319, expected range: -0.0569 5.4391
Mode-S Wind Vector diff (m/s) Channel 2 Station statid ID M0eeb2c : out of range Severe: avg_eda_spread=1.3983, expected range: -0.0961 1.3354
Mode-S Wind Vector diff (m/s) Channel 2 Station statid ID Mcf6572 : out of range Severe: avg_eda_spread=1.2948, expected range: 0.0137 1.2213
Mode-S Wind Vector diff (m/s) Channel 2 Station statid ID Ma6c4f5 : out of range Severe: avg_eda_spread=1.3787, expected range: 0.1103 1.1206
Mode-S Wind Vector diff (m/s) Channel 3 Station statid ID M18a775 : out of range Severe: rms_fgdepar=11.6887, expected range: -0.2486 4.6239
Mode-S Wind Vector diff (m/s) Channel 3 Station statid ID M7a2883 : out of range Severe: avg_fgdepar=12.6989, expected range: -1.2158 6.1225
Mode-S Wind Vector diff (m/s) Channel 3 Station statid ID M8d14b3 : out of range Severe: avg_eda_spread=1.8261, expected range: -0.6896 2.3436
Mode-S Wind Vector diff (m/s) Channel 3 Station statid ID Ma34c76 : out of range Severe: rms_fgdepar=11.3172, expected range: 0.1112 5.4528
ADS-C WIND VECTOR DIFF (M/S) T0BGOBBA PRESSURE LAYER 0-300 (HPA) : out of range Severe: rms_fgdepar=21.2801, expected range: 0.0000 25.0506
ADS-C WIND VECTOR DIFF (M/S) UKUGD2RA PRESSURE LAYER 0-300 (HPA) : out of range Severe: rms_fgdepar=19.8436, expected range: 0.1127 9.4681
ADS-C WIND VECTOR DIFF (M/S) GOPE5MZA PRESSURE LAYER 0-300 (HPA) : out of range Severe: rms_fgdepar=20.9808, expected range: 0.0000 15.9590
ADS-C WIND VECTOR DIFF (M/S) YCYVSMZA PRESSURE LAYER 0-300 (HPA) : out of range Severe: rms_fgdepar=30.8660, expected range: 0.0000 8.5061
ADS-C Temperature (k) Channel 0 Station statid ID 5STICMJA : out of range Severe: rms_fgdepar=3.0451, expected range: -0.2475 1.6340
ADS-C Temperature (k) Channel 0 Station statid ID QFZFVSZA : out of range Severe: avg_fgdepar=3.1876, expected range: -0.6637 1.2713
ADS-C Temperature (k) Channel 0 Station statid ID QFZFVSZA : out of range Severe: avg_eda_spread=1.5114, expected range: 0.0048 0.4087
ADS-C Wind Vector diff (m/s) Channel 0 Station statid ID GOPE5MZA : out of range Severe: rms_fgdepar=20.9808, expected range: -2.5815 12.6872
ADS-C Wind Vector diff (m/s) Channel 0 Station statid ID T0BGOBBA : out of range Severe: rms_fgdepar=21.2801, expected range: -9.4004 23.5925
ADS-C Wind Vector diff (m/s) Channel 0 Station statid ID YCYVSMZA : out of range Severe: rms_fgdepar=30.8660, expected range: -6.9571 17.0005
airep
AIREP WIND VECTOR DIFF (M/S) BAW190 PRESSURE LAYER 0-300 (HPA) : out of range 1 times in the last 10 days for at least one item Severe: rms_fgdepar=22.9550, expected range: 0.0000 30.7801
AIREP WIND VECTOR DIFF (M/S) UAL1231 PRESSURE LAYER 0-300 (HPA) : out of range Severe: rms_fgdepar=16.1602, expected range: 0.5183 6.1156
AIREP WIND VECTOR DIFF (M/S) KLM602 PRESSURE LAYER 0-300 (HPA) : out of range Severe: rms_fgdepar=28.6710, expected range: 0.0000 13.9413
AIREP WIND VECTOR DIFF (M/S) ETH574 PRESSURE LAYER 0-300 (HPA) : out of range 1 times in the last 10 days for at least one item Severe: rms_fgdepar=35.3525, expected range: 0.0000 38.1039
AIREP WIND VECTOR DIFF (M/S) LOT45 PRESSURE LAYER 0-300 (HPA) : out of range Severe: rms_fgdepar=28.0203, expected range: 0.0000 13.1057
AIREP WIND VECTOR DIFF (M/S) UAL706 PRESSURE LAYER 0-300 (HPA) : out of range 3 times in the last 10 days for at least one item Severe: rms_fgdepar=26.2181, expected range: 0.0000 22.4674
AIREP WIND VECTOR DIFF (M/S) THT8 PRESSURE LAYER 0-300 (HPA) : out of range Severe: rms_fgdepar=29.1008, expected range: 0.0000 11.1908
AIREP WIND VECTOR DIFF (M/S) UAL1749 PRESSURE LAYER 0-300 (HPA) : out of range Severe: rms_fgdepar=24.7456, expected range: 0.0000 12.2386
AIREP WIND VECTOR DIFF (M/S) BAW48Q PRESSURE LAYER 0-300 (HPA) : out of range 1 times in the last 10 days for at least one item Severe: rms_fgdepar=24.8189, expected range: 0.0000 15.0656
AIREP WIND VECTOR DIFF (M/S) VIR156T PRESSURE LAYER 0-300 (HPA) : out of range Severe: rms_fgdepar=30.7360, expected range: 0.0000 12.4263
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID BAW190 : out of range Severe: rms_fgdepar=22.9550, expected range: -14.6123 31.1799
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID ETH574 : out of range Severe: rms_fgdepar=35.3525, expected range: -10.3290 26.0878
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID KLM602 : out of range Severe: rms_fgdepar=28.6710, expected range: -18.0915 33.8787
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID KLM636 : out of range Severe: rms_fgdepar=22.4949, expected range: -14.2523 30.5881
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID LOT45 : out of range Severe: rms_fgdepar=28.0203, expected range: -10.7965 24.6098
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID THY12E : out of range Severe: rms_fgdepar=27.4822, expected range: -17.6193 33.7068
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID UAL1749 : out of range Severe: rms_fgdepar=24.7456, expected range: -5.9595 14.8753
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID UAL706 : out of range Severe: rms_fgdepar=26.2181, expected range: -5.9051 15.2181
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID BAW48Q : out of range Severe: rms_fgdepar=24.8189, expected range: -8.9032 21.5959
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID THT8 : out of range Severe: rms_fgdepar=29.1008, expected range: -17.7956 34.7910
AIREP Wind Vector diff (m/s) Channel 0 Station statid ID VIR156T : out of range Severe: rms_fgdepar=30.7360, expected range: -8.9301 22.3658
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 03813 PRESSURE LAYER 300-600 : out of range 1 times in the last 10 days for at least one item Severe: avg_pge=0.8121, expected range: -1.0133 0.7500
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : missing 1 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 0.0000 997.8471
All EUROPEAN WIND PROFILER ALL LAYERS South West Pacific : all data missing Severe: obs_number=0, expected range: 15.70 1311.08
All EUROPEAN WIND PROFILER ALL LAYERS West pacific Tropica : all data missing Severe: obs_number=0, expected range: 15.70 1311.08
European Wind Profiler Wind Vector diff (m/s) Channel 1 Station stati : out of range Severe: avg_pge=0.8121, expected range: -0.3523 0.9950
European Wind Profiler South West Pacific Channel 999 statid ID 99999 : Data missing from Reportype/ar Severe: obs_number=0.0000, expected range: 44.0000 884.1509
European Wind Profiler West pacific Tropical area Channel 999 statid : Data missing from Reportype/ar Severe: obs_number=0.0000, expected range: 44.0000 884.1509
synop
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 89809 : out of range 16 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8254, expected range: -0.0959 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 21802 : out of range 20 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8196, expected range: -1.6391 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 31123 : out of range 9 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=545.8726, expected range: 212.2679 585.1638 Severely_persistent: rms_fgdepar=546.2364, expected range: 214.2095 586.9402
BUFR LAND SYNOP SURFACE PRESSURE (PA) 36083 : out of range 14 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8289, expected range: 0.6229 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) _MI13F3F : out of range 9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8335, expected range: 0.5819 0.7500
All AUTOMATIC LAND SYNOP WMO BLOCK 17 : all data missing Severe: obs_number=0, expected range: 67.86 119.39
All AUTOMATIC LAND SYNOP WMO BLOCK 18 : all data missing Severe: obs_number=0, expected range: 335.26 646.96
Automatic Land SYNOP WMO BLOCK 17 Channel 999 statid ID 999999 : Data missing from Reportype/ar Severe: obs_number=0.0000, expected range: 32.0000 1085.2233
Automatic Land SYNOP WMO BLOCK 18 Channel 999 statid ID 999999 : Data missing from Reportype/ar Severe: obs_number=0.0000, expected range: 22.0000 768.3195
MANUAL LAND SYNOP RH2M (%) 14428 : out of range Severe: rms_fgdepar=33.7559, expected range: 0.0000 14.3047
MANUAL LAND SYNOP RH2M (%) 42459 : out of range Severe: avg_pge=0.8093, expected range: -1.0844 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 35244 : out of range Severe: rms_fgdepar=352.5583, expected range: 0.0000 177.7477 Severe: avg_pge=0.8190, expected range: -0.2610 0.3157
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 35358 : out of range Severe: avg_fgdepar=-606.6187, expected range: -151.0411 123.3211 Severe: rms_fgdepar=606.9543, expected range: 0.0000 170.4800 Severe: avg_pge=0.8979, expected range: -0.1772 0.2279
Manual Land SYNOP Surface pressure (Pa) Station statid ID 35244 : out of range Severe: avg_fgdepar=-352.5583, expected range: -147.4898 122.8254
Manual Land SYNOP Surface pressure (Pa) Station statid ID 35244 : out of range Severe: avg_pge=0.8190, expected range: -0.1389 0.1680
Manual Land SYNOP Surface pressure (Pa) Station statid ID 35358 : out of range Severe: avg_fgdepar=-606.6187, expected range: -263.8175 245.6999
Manual Land SYNOP Surface pressure (Pa) Station statid ID 35358 : out of range Severe: rms_fgdepar=606.9543, expected range: -127.7316 275.3322
Manual Land SYNOP Surface pressure (Pa) Station statid ID 35358 : out of range Severe: avg_pge=0.8979, expected range: -0.4577 0.6982
Manual Land SYNOP RH2m (%) Station statid ID 42459 : out of range Severe: avg_pge=0.8093, expected range: -0.4495 0.5581
BUFR LAND SYNOP RH2M (%) 95624 : out of range Severe: rms_fgdepar=46.0535, expected range: 0.0000 34.0123 Severe: avg_pge=0.9947, expected range: -0.0481 0.0689
BUFR LAND SYNOP RH2M (%) 54715 : out of range Severe: rms_fgdepar=35.3071, expected range: 0.0000 17.5057
BUFR LAND SYNOP RH2M (%) 33506 : out of range Severe: rms_fgdepar=31.6890, expected range: 0.0000 12.5738
BUFR LAND SYNOP RH2M (%) 33609 : out of range Severe: rms_fgdepar=34.5663, expected range: 0.0000 13.5155 Severe: rms_fgdepar=33.7148, expected range: 0.0000 13.9002
BUFR LAND SYNOP SURFACE PRESSURE (PA) 94500 : out of range Severe: rms_fgdepar=402.2180, expected range: 0.0000 120.3734 Severe: avg_pge=0.8749, expected range: -0.9625 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 71021 : out of range 1 times in the last 10 days for at least one item Severe: avg_fgdepar=555.2569, expected range: -206.5262 428.7813 Severe: rms_fgdepar=555.2569, expected range: 0.0000 431.1665 Severe: avg_pge=0.9163, expected range: -1.0815 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 30157 : out of range Severe: avg_pge=0.8061, expected range: -0.7457 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 29068 : out of range Severe: rms_fgdepar=468.0489, expected range: 0.0000 152.7835
BUFR LAND SYNOP SURFACE PRESSURE (PA) 93498 : out of range Severe: rms_fgdepar=340.6517, expected range: 0.0000 186.2385 Severe: avg_pge=0.8557, expected range: -0.6762 0.7500
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 21802 : out of range Severe: avg_biascorr=-430.0000, expected range: -261.9721 294.9546
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 21802 : out of range Severe: avg_pge=0.8196, expected range: -0.5579 0.7490
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 28863 : out of range Severe: rms_fgdepar=217.0342, expected range: -31.5186 111.9949
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 29068 : out of range Severe: avg_fgdepar=360.5055, expected range: -142.2523 97.2041
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 29068 : out of range Severe: rms_fgdepar=468.0489, expected range: -22.2304 118.0918
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 30157 : out of range Severe: avg_pge=0.8061, expected range: -0.6751 1.2443
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 31123 : out of range Severe: avg_fgdepar=545.8726, expected range: -222.8593 605.7715
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 31123 : out of range Severe: rms_fgdepar=546.2364, expected range: -197.3944 593.9625
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 31123 : out of range Severe: avg_pge=0.8818, expected range: -0.4676 1.4848
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 36083 : out of range Severe: avg_pge=0.8289, expected range: -0.0464 1.3660
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 71021 : out of range Severe: avg_fgdepar=555.2569, expected range: -340.8410 403.6380
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 71021 : out of range Severe: rms_fgdepar=555.2569, expected range: -106.0356 328.2640
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 71021 : out of range Severe: avg_pge=0.9163, expected range: -0.4819 1.1750
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 72207 : out of range Severe: avg_fgdepar=166.9744, expected range: -70.7337 89.6957
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 93498 : out of range Severe: avg_pge=0.8557, expected range: -0.6886 1.0660
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 94500 : out of range Severe: avg_fgdepar=-402.2181, expected range: -90.4108 108.2905
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 94500 : out of range Severe: rms_fgdepar=402.2181, expected range: -46.0267 95.7560
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 94500 : out of range Severe: avg_pge=0.8749, expected range: -0.2466 0.2698
BUFR LAND SYNOP Surface pressure (Pa) Station statid ID 14545 : out of range Severe: avg_pge=0.8486, expected range: 0.7458 0.9333
BUFR LAND SYNOP RH2m (%) Station statid ID 95624 : out of range Severe: avg_fgdepar=46.0535, expected range: -2.6536 37.8612
BUFR LAND SYNOP RH2m (%) Station statid ID 95624 : out of range Severe: rms_fgdepar=46.0535, expected range: -2.6536 37.8612
BUFR LAND SYNOP RH2m (%) Station statid ID 95624 : out of range Severe: avg_pge=0.9947, expected range: -0.3895 0.5337
BUFR LAND SYNOP Surface pressure (Pa) WMO BLOCK 13 statid ID 999999 : out of range Considerable: obs_number=358.0000, expected range: 189.0000 419.1879
BUFR LAND SYNOP Surface pressure (Pa) WMO BLOCK 52 statid ID 999999 : out of range Considerable: obs_number=63.0000, expected range: 31.5000 63.0000
ship
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) C6BQ4 : out of range 9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8955, expected range: 0.0013 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6BQ4 : out of range 12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=695.6790, expected range: -2683.7990 1984.2355 Severely_persistent: rms_fgdepar=696.5107, expected range: 0.0000 2296.8744 Severely_persistent: avg_pge=0.8526, expected range: -1.3239 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) AUYL : out of range 11 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=713.1492, expected range: 375.8907 784.6331 Severely_persistent: rms_fgdepar=713.1492, expected range: 374.0113 786.8946
BUFR SHIP SYNOP SURFACE PRESSURE (PA) AVQU : out of range 5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-637.6403, expected range: -396.0836 371.7000 Severely_persistent: rms_fgdepar=645.1523, expected range: 0.0000 586.6045 Severely_persistent: avg_pge=0.8598, expected range: -0.9913 0.7500
Automatic SHIP Wind Vector diff (m/s) Station statid ID 44139 : out of range Severe: avg_fgdepar=13.2087, expected range: -0.8800 4.8350
SHIP SURFACE PRESSURE (PA) V7DR9 : out of range 2 times in the last 10 days for at least one item Severe: avg_pge=0.8573, expected range: -0.6184 0.7500
SHIP Surface pressure (Pa) Station statid ID V7DR9 : out of range Severe: avg_pge=0.8573, expected range: -0.1797 1.3832
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) XCAY9 : out of range 2 times in the last 10 days for at least one item Severe: avg_fgdepar=22.9244, expected range: -19.4077 43.2877 Severe: rms_fgdepar=22.9244, expected range: 0.0000 43.2877
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) ONJG : out of range 4 times in the last 10 days for at least one item Severe: avg_pge=0.8876, expected range: -0.7655 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) OWJN2 : out of range Severe: avg_fgdepar=553.7032, expected range: -904.9959 278.3686 Severe: rms_fgdepar=925.1843, expected range: 0.0000 880.3942
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRGW2 : out of range 3 times in the last 10 days for at least one item Severe: avg_fgdepar=-525.3131, expected range: -234.2139 242.8381 Severe: rms_fgdepar=525.3131, expected range: 0.0000 159.2670 Severe: avg_pge=0.8149, expected range: -0.2380 0.2682
BUFR SHIP SYNOP SURFACE PRESSURE (PA) MGPC4 : out of range Severe: rms_fgdepar=316.8455, expected range: 0.0000 129.1062
BUFR SHIP SYNOP SURFACE PRESSURE (PA) HP8096 : out of range Severe: avg_fgdepar=554.6320, expected range: 39.4795 622.8076 Severe: rms_fgdepar=558.3724, expected range: 40.8387 627.5730 Severe: avg_pge=0.8099, expected range: 0.3496 0.7500
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID AVQU : out of range Severe: avg_fgdepar=-637.6403, expected range: -358.1047 353.2776
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID AVQU : out of range Severe: rms_fgdepar=645.1523, expected range: -211.6028 414.6517
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID AVQU : out of range Severe: avg_pge=0.8598, expected range: -0.3867 0.5915
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID C6BQ4 : out of range Severe: avg_fgdepar=695.6790, expected range: -1932.7459 1433.6389
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID C6BQ4 : out of range Severe: rms_fgdepar=696.5107, expected range: -347.7553 1426.9925
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID C6BQ4 : out of range Severe: avg_pge=0.8526, expected range: -0.1545 1.5603
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID OWJN2 : out of range Severe: avg_fgdepar=553.7032, expected range: -1109.3151 1160.0947
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID OWJN2 : out of range Severe: rms_fgdepar=925.1843, expected range: -49.1955 762.6996
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID OXVD2 : out of range Severe: avg_fgdepar=577.3961, expected range: -231.4264 411.8475
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID OXVD2 : out of range Severe: rms_fgdepar=577.3961, expected range: -128.5193 361.3922
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID OXVD2 : out of range Severe: avg_pge=0.8130, expected range: -0.4780 0.7936
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID TBWUK70 : out of range Severe: rms_fgdepar=253.0920, expected range: -46.3951 112.9294
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID VRGW2 : out of range Severe: avg_fgdepar=-525.3131, expected range: -348.1670 370.8293
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID VRGW2 : out of range Severe: rms_fgdepar=525.3131, expected range: -182.6131 372.3289
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID VRGW2 : out of range Severe: avg_pge=0.8149, expected range: -0.4774 0.6387
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID WDM2202 : out of range Severe: avg_eda_spread=123.5090, expected range: -11.0971 57.3508
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID HP8096 : out of range Severe: avg_fgdepar=554.6320, expected range: -111.6983 790.6627
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID HP8096 : out of range Severe: rms_fgdepar=558.3724, expected range: -111.6983 790.6627
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID HP8096 : out of range Severe: avg_pge=0.8099, expected range: 0.1361 1.1375
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID VRRH6 : out of range Severe: avg_fgdepar=618.2250, expected range: -836.7084 677.9546
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID VRRH6 : out of range Severe: rms_fgdepar=620.3126, expected range: -269.0324 745.5714
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID VRRH6 : out of range Severe: avg_pge=0.8250, expected range: -0.3119 1.1810
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID AUYL : out of range Severe: avg_fgdepar=713.1492, expected range: -405.6489 833.9534
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID AUYL : out of range Severe: rms_fgdepar=713.1492, expected range: -354.1685 807.1990
BUFR SHIP SYNOP Surface pressure (Pa) Station statid ID AUYL : out of range Severe: avg_pge=0.8535, expected range: -0.6251 1.3134
BUFR SHIP SYNOP Wind Vector diff (m/s) Station statid ID ONJG : out of range Severe: avg_pge=0.8875, expected range: -0.3955 1.3181
BUFR SHIP SYNOP Wind Vector diff (m/s) Station statid ID XCAY9 : out of range Severe: avg_fgdepar=22.9244, expected range: 3.9758 14.6789
BUFR SHIP SYNOP Wind Vector diff (m/s) Station statid ID XCAY9 : out of range Severe: rms_fgdepar=22.9244, expected range: 3.9758 14.6789
BUFR SHIP SYNOP Wind Vector diff (m/s) Station statid ID XCAY9 : out of range Severe: avg_pge=0.9177, expected range: 0.7272 0.8956
BUFR SHIP SYNOP Wind Vector diff (m/s) Station statid ID DSQP7 : out of range Severe: avg_eda_spread=1.9198, expected range: -0.0059 1.5326
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 6402591 : out of range 8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-562.8104, expected range: -964.7012 979.8698 Severely_persistent: rms_fgdepar=565.5500, expected range: -777.4238 1001.8209 Severely_persistent: avg_pge=0.8946, expected range: -1.3854 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 0022955 : out of range 30 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=624.4749, expected range: 183.9202 803.4472 Severely_persistent: rms_fgdepar=625.3300, expected range: 199.2699 808.3473
DRIFTING BUOYS SURFACE PRESSURE (PA) 5201718 : out of range 10 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8569, expected range: -0.2282 0.7500
DRIFTING BUOYS Surface pressure (Pa) Station statid ID 5201718 : out of range Severe: avg_pge=0.8569, expected range: -0.5603 1.3577
DRIFTING BUOYS Surface pressure (Pa) Station statid ID 6402591 : out of range Severe: avg_fgdepar=-562.8104, expected range: -206.9490 263.7785
DRIFTING BUOYS Surface pressure (Pa) Station statid ID 6402591 : out of range Severe: rms_fgdepar=565.5500, expected range: -172.9046 285.1434
DRIFTING BUOYS Surface pressure (Pa) Station statid ID 6402591 : out of range Severe: avg_pge=0.8946, expected range: -0.3711 0.4402
DRIFTING BUOYS Surface pressure (Pa) Station statid ID 6402544 : out of range Severe: avg_pge=0.8239, expected range: -0.4236 0.5346
DRIFTING BUOYS Surface pressure (Pa) Station statid ID 0022955 : out of range Severe: avg_fgdepar=624.4749, expected range: -437.0168 759.0877
DRIFTING BUOYS Surface pressure (Pa) Station statid ID 0022955 : out of range Severe: rms_fgdepar=625.3300, expected range: -401.3382 768.2724
DRIFTING BUOYS Surface pressure (Pa) Station statid ID 0022955 : out of range Severe: avg_pge=0.9191, expected range: -0.8526 1.5143
DRIFTING BUOYS Surface pressure (Pa) Station statid ID 2300593 : out of range Severe: avg_pge=0.8522, expected range: -0.2039 1.6015
metar
AUTOMATIC METAR SURFACE PRESSURE (PA) KQTA : out of range 14 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=509.7821, expected range: 0.0000 1268.6139 Severely_persistent: avg_pge=0.8070, expected range: -0.5602 0.7500
AUTOMATIC METAR SURFACE PRESSURE (PA) EGRG : out of range 24 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-1182.8747, expected range: -1721.2436 -14.3455 Severely_persistent: rms_fgdepar=1184.5303, expected range: 157.7586 1622.3431 Severely_persistent: avg_pge=0.9128, expected range: 0.6161 0.7500
AUTOMATIC METAR SURFACE PRESSURE (PA) EGRT : out of range 11 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-635.1123, expected range: -1107.8534 668.3218 Severely_persistent: rms_fgdepar=637.7496, expected range: 0.0000 917.0246 Severely_persistent: avg_pge=0.8347, expected range: -0.7071 0.7500
AUTOMATIC METAR SURFACE PRESSURE (PA) KQEY : out of range 38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-1020.9484, expected range: -1139.2871 -929.7555 Severely_persistent: rms_fgdepar=1021.4005, expected range: 930.2009 1139.6151
Automatic METAR Surface pressure (Pa) Station statid ID EGRT : out of range Severe: avg_fgdepar=-635.1123, expected range: -1043.3136 956.6112
Automatic METAR Surface pressure (Pa) Station statid ID EGRT : out of range Severe: rms_fgdepar=637.7496, expected range: -338.4830 937.0668
Automatic METAR Surface pressure (Pa) Station statid ID EGRT : out of range Severe: avg_pge=0.8347, expected range: -0.3485 1.2562
Automatic METAR Surface pressure (Pa) Station statid ID KQEY : out of range Severe: avg_fgdepar=-1020.9484, expected range: -1100.4986 -919.5016
Automatic METAR Surface pressure (Pa) Station statid ID KQEY : out of range Severe: rms_fgdepar=1021.4005, expected range: 920.3190 1101.0304
Automatic METAR Surface pressure (Pa) Station statid ID KQEY : out of range Severe: avg_pge=0.9024, expected range: 0.8957 0.9094
Automatic METAR Surface pressure (Pa) Station statid ID KQTA : out of range Severe: rms_fgdepar=509.7821, expected range: -465.0340 1419.9560
Automatic METAR Surface pressure (Pa) Station statid ID KQTA : out of range Severe: avg_pge=0.8070, expected range: -0.1796 1.3704
snow
AUTOMATIC LAND SYNOP SNOW (CM) 11316 : out of range 18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-113.0434, expected range: -114.7954 -80.7809 Severely_persistent: rms_fgdepar=113.0434, expected range: 80.7809 114.7954
MANUAL LAND SYNOP SNOW (CM) 11110 : out of range 12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-83.9946, expected range: -84.3522 -63.4953 Severely_persistent: rms_fgdepar=83.9946, expected range: 63.4953 84.3522
MANUAL LAND SYNOP SNOW (CM) 30815 : out of range 18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=63.8502, expected range: 56.8619 71.1451 Severely_persistent: rms_fgdepar=63.8502, expected range: 56.8619 71.1451
MANUAL LAND SYNOP SNOW (CM) 14006 : out of range 6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-56.5321, expected range: -71.5637 -20.9698 Severely_persistent: rms_fgdepar=56.5321, expected range: 20.9698 71.5637
MANUAL LAND SYNOP SNOW (CM) 11138 : out of range 18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-135.1064, expected range: -143.4696 -90.5144 Severely_persistent: rms_fgdepar=135.1064, expected range: 90.5144 143.4696
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=-89.2377, expected range: -100.1741 -74.8918
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=89.3500, expected range: 74.8789 100.2085
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=-64.2815, expected range: -77.8657 -52.9509
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=64.2958, expected range: 52.9668 77.8831
BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range 30 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-59.6895, expected range: -58.1962 -45.3963
BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range 30 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=59.6941, expected range: 45.4074 58.2007
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=-77.3693, expected range: -96.8505 -65.8789
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=77.3855, expected range: 65.8817 96.8878
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=-85.0745, expected range: -109.7666 -74.5154
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=85.1665, expected range: 74.5220 109.7781
BUFR LAND SYNOP SNOW (CM) 30815 : out of range 18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=64.0102, expected range: 56.9944 71.2551 Severely_persistent: rms_fgdepar=64.0102, expected range: 56.9944 71.2551
BUFR LAND SYNOP SNOW (CM) 08915 : out of range 16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-55.1417, expected range: -61.9106 -45.9007 Severely_persistent: rms_fgdepar=55.1417, expected range: 45.9007 61.9106
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=-66.4483, expected range: -91.9509 -56.7060
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=66.4833, expected range: 56.6998 91.9822
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=-58.7566, expected range: -74.7314 -50.2808
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=58.7803, expected range: 50.3089 74.7396
BUFR LAND SYNOP SNOW (CM) 01036 : out of range 38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-113.6816, expected range: -137.3505 -52.7430 Severely_persistent: rms_fgdepar=113.6975, expected range: 52.8161 137.3431
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=-74.8535, expected range: -78.3713 -64.9499
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=75.1398, expected range: 64.9726 78.3828
BUFR LAND SYNOP SNOW (CM) _MI11CE6 : out of range 36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=56.0390, expected range: 44.0296 69.5565
BUFR LAND SYNOP SNOW (CM) _MI11CE6 : out of range 36 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=56.0394, expected range: 44.0346 69.5629
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=-52.1801, expected range: -57.8073 -50.0937
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=52.1881, expected range: 50.1212 57.8068
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=-71.1421, expected range: -82.7335 -68.0114
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=71.2140, expected range: 68.0221 82.7480
BUFR LAND SYNOP SNOW (CM) _MI15619 : out of range 34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=52.6092, expected range: 43.0585 73.1871
BUFR LAND SYNOP SNOW (CM) _MI15619 : out of range 34 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=52.6260, expected range: 43.0954 73.2003
BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range 22 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-64.6688, expected range: -70.4645 -32.7881
BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range 22 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=64.6704, expected range: 32.7929 70.4628
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=-71.7780, expected range: -88.3594 -60.8514
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=71.7903, expected range: 60.8490 88.3979
BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range 34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-80.7320, expected range: -94.5876 -65.3022
BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range 34 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=80.7357, expected range: 65.2787 94.6250
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=-58.0259, expected range: -81.0115 -45.6966
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=58.0536, expected range: 45.6893 81.0561
BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range 36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-82.2516, expected range: -92.5492 -74.4069
BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range 36 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=82.2553, expected range: 74.4140 92.5481
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=-72.4750, expected range: -82.1074 -63.8541
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=72.5299, expected range: 63.8509 82.1344
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=-69.1354, expected range: -79.6054 -60.3768
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=69.1973, expected range: 60.3833 79.6269
Automatic Land SYNOP SNOW (cm) Station statid ID 11316 : out of range Severe: avg_fgdepar=-113.0434, expected range: -132.7250 -30.7460
Automatic Land SYNOP SNOW (cm) Station statid ID 11316 : out of range Severe: rms_fgdepar=113.0434, expected range: 30.7460 132.7250
MANUAL LAND SYNOP SNOW (CM) 23973 : out of range Severe: rms_fgdepar=20.5756, expected range: 0.6534 5.5018
Manual Land SYNOP SNOW (cm) Station statid ID 11138 : out of range Severe: avg_fgdepar=-135.1064, expected range: -190.5291 -22.0666
Manual Land SYNOP SNOW (cm) Station statid ID 11138 : out of range Severe: rms_fgdepar=135.1064, expected range: 22.0666 190.5291
Manual Land SYNOP SNOW (cm) Station statid ID 14006 : out of range Severe: avg_fgdepar=-56.5321, expected range: -119.1922 -5.5141
Manual Land SYNOP SNOW (cm) Station statid ID 14006 : out of range Severe: rms_fgdepar=56.5321, expected range: 5.5141 119.1922
Manual Land SYNOP SNOW (cm) Station statid ID 30815 : out of range Severe: avg_fgdepar=63.8503, expected range: 40.2021 80.8588
Manual Land SYNOP SNOW (cm) Station statid ID 30815 : out of range Severe: rms_fgdepar=63.8503, expected range: 40.2021 80.8588
Manual Land SYNOP SNOW (cm) Station statid ID 11110 : out of range Severe: avg_fgdepar=-83.9946, expected range: -107.4271 -44.4845
Manual Land SYNOP SNOW (cm) Station statid ID 11110 : out of range Severe: rms_fgdepar=83.9946, expected range: 44.4845 107.4271
BUFR LAND SYNOP SNOW (CM) 13492 : out of range 1 times in the last 10 days for at least one item Severe: rms_fgdepar=23.6776, expected range: 0.0000 8.2916
BUFR LAND SYNOP SNOW (CM) 14006 : out of range Severe: avg_fgdepar=52.4679, expected range: 36.1489 54.7663 Severe: rms_fgdepar=52.4679, expected range: 37.6007 54.7757
BUFR LAND SYNOP SNOW (CM) _MI196EF : out of range 2 times in the last 10 days for at least one item Severe: avg_fgdepar=95.5995, expected range: 93.2725 104.0968
BUFR LAND SYNOP SNOW (CM) _MI196EF : out of range 2 times in the last 10 days for at least one item Severe: rms_fgdepar=95.5995, expected range: 93.2727 104.0967
BUFR LAND SYNOP SNOW (CM) : out of range 1 times in the last 10 days for at least one item Severe: rms_fgdepar=15.9829, expected range: 0.0000 7.3785
BUFR LAND SYNOP SNOW (cm) Station statid ID 14006 : out of range Severe: avg_fgdepar=52.4679, expected range: -26.5786 98.8760
BUFR LAND SYNOP SNOW (cm) Station statid ID 14006 : out of range Severe: rms_fgdepar=52.4679, expected range: -26.5036 98.8252
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI13cbf : out of range Severe: avg_fgdepar=-69.1354, expected range: -113.3800 4.8670
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI13cbf : out of range Severe: rms_fgdepar=69.1973, expected range: -4.8391 113.4015
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI14c63 : out of range Severe: avg_fgdepar=-59.6895, expected range: -71.0300 -14.7598
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI14c63 : out of range Severe: rms_fgdepar=59.6941, expected range: 14.7668 71.0476
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI14d1b : out of range Severe: avg_fgdepar=-71.7780, expected range: -95.8055 0.8671
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI14d1b : out of range Severe: rms_fgdepar=71.7904, expected range: -0.8421 95.8325
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI15619 : out of range Severe: avg_fgdepar=52.6092, expected range: 35.7219 81.8040
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI15619 : out of range Severe: rms_fgdepar=52.6260, expected range: 35.9142 81.7614
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI17425 : out of range Severe: avg_fgdepar=-66.4483, expected range: -104.1448 -6.0916
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI17425 : out of range Severe: rms_fgdepar=66.4833, expected range: 6.1833 104.1497
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI18eb4 : out of range Severe: avg_fgdepar=-85.0745, expected range: -127.6512 -25.1172
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI18eb4 : out of range Severe: rms_fgdepar=85.1665, expected range: 25.2133 127.6527
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1bb4c : out of range Severe: avg_fgdepar=-58.0259, expected range: -86.3250 -0.5336
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1bb4c : out of range Severe: rms_fgdepar=58.0536, expected range: 0.5539 86.3546
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1bc83 : out of range Severe: avg_fgdepar=-77.3693, expected range: -104.3805 -2.2922
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1bc83 : out of range Severe: rms_fgdepar=77.3855, expected range: 2.3024 104.4146
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1bd27 : out of range Severe: avg_fgdepar=-52.1801, expected range: -73.7233 -35.3122
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1bd27 : out of range Severe: rms_fgdepar=52.1881, expected range: 35.3378 73.7322
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1bf39 : out of range Severe: avg_fgdepar=-64.6688, expected range: -91.8868 -10.0675
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1bf39 : out of range Severe: rms_fgdepar=64.6704, expected range: 10.0896 91.8788
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1cd76 : out of range Severe: avg_fgdepar=-74.8535, expected range: -117.0762 -14.9903
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1cd76 : out of range Severe: rms_fgdepar=75.1398, expected range: 15.1168 117.0440
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1d33c : out of range Severe: avg_fgdepar=-80.7320, expected range: -98.5423 -21.2519
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1d33c : out of range Severe: rms_fgdepar=80.7357, expected range: 21.2516 98.5682
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI13b42 : out of range Severe: avg_fgdepar=-64.2815, expected range: -94.5596 -4.4217
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI13b42 : out of range Severe: rms_fgdepar=64.2958, expected range: 4.4731 94.5637
BUFR LAND SYNOP SNOW (cm) Station statid ID 999999 : out of range Severe: rms_fgdepar=244.0670, expected range: -339.7896 999.2536
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI136c1 : out of range Severe: avg_fgdepar=-89.2377, expected range: -197.9284 96.2551
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI136c1 : out of range Severe: rms_fgdepar=89.3500, expected range: -0.9631 134.8135
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI11058 : out of range Severe: avg_fgdepar=-71.1421, expected range: -105.5756 -9.3403
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI11058 : out of range Severe: rms_fgdepar=71.2140, expected range: 9.3970 105.5800
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI11375 : out of range Severe: avg_fgdepar=-58.7566, expected range: -78.9631 -5.4702
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI11375 : out of range Severe: rms_fgdepar=58.7803, expected range: 5.4964 78.9817
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI11ce6 : out of range Severe: avg_fgdepar=56.0390, expected range: 14.3420 77.6777
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI11ce6 : out of range Severe: rms_fgdepar=56.0394, expected range: 14.3942 77.6812
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1d8ae : out of range Severe: avg_fgdepar=-72.4750, expected range: -101.5704 4.1318
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1d8ae : out of range Severe: rms_fgdepar=72.5299, expected range: -4.0760 101.5674
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1f5dd : out of range Severe: avg_fgdepar=-82.2516, expected range: -142.3306 -9.4684
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI1f5dd : out of range Severe: rms_fgdepar=82.2553, expected range: 31.2569 123.8454
BUFR LAND SYNOP SNOW (cm) WMO BLOCK 1 statid ID 999999 : out of range Severe: avg_fgdepar=-55.5228, expected range: -152.5079 -13.0032
BUFR LAND SYNOP SNOW (cm) WMO BLOCK 1 statid ID 999999 : out of range Severe: rms_fgdepar=359.9567, expected range: 244.2756 674.4186
BUFR LAND SYNOP SNOW (cm) Station statid ID 30815 : out of range Severe: avg_fgdepar=64.0102, expected range: 40.2473 80.9474
BUFR LAND SYNOP SNOW (cm) Station statid ID 30815 : out of range Severe: rms_fgdepar=64.0102, expected range: 40.2473 80.9474
BUFR LAND SYNOP SNOW (cm) Station statid ID 47039 : out of range Severe: avg_fgdepar=95.3791, expected range: 95.4399 103.3145
BUFR LAND SYNOP SNOW (cm) Station statid ID 01350 : out of range Severe: avg_fgdepar=-1660.0932, expected range: -1698.2388 -1658.3919
BUFR LAND SYNOP SNOW (cm) Station statid ID 01350 : out of range Severe: rms_fgdepar=1660.0932, expected range: 1658.3924 1698.2387
BUFR LAND SYNOP SNOW (cm) Station statid ID 01036 : out of range Severe: avg_fgdepar=-113.6816, expected range: -125.1066 -13.8780
BUFR LAND SYNOP SNOW (cm) Station statid ID 01036 : out of range Severe: rms_fgdepar=113.6975, expected range: 13.8646 125.1618
BUFR LAND SYNOP SNOW (cm) Station statid ID 08915 : out of range Severe: avg_fgdepar=-55.1417, expected range: -137.1473 54.9799
BUFR LAND SYNOP SNOW (cm) Station statid ID 08915 : out of range Severe: rms_fgdepar=55.1417, expected range: -46.5233 132.0260
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI196ef : out of range Severe: avg_fgdepar=95.5995, expected range: 95.6904 102.9232
BUFR LAND SYNOP SNOW (cm) Station statid ID 47039 : out of range Slight: rms_fgdepar=95.3791, expected range: 95.4410 103.3139
BUFR LAND SYNOP SNOW (cm) Station statid ID _MI196ef : out of range Slight: rms_fgdepar=95.5995, expected range: 95.6904 102.9232
t2m
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71001 : out of range 10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.9019, expected range: -18.0415 8.7548 Severely_persistent: rms_fgdepar=14.9019, expected range: 0.0000 18.3065
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71195 : out of range 12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.0827, expected range: -18.8207 8.8664 Severely_persistent: rms_fgdepar=16.0827, expected range: 0.0000 19.0849
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 02119 : out of range 6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.4917, expected range: -14.6774 10.6801 Severely_persistent: rms_fgdepar=13.4958, expected range: 0.0000 13.8949
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range 10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.8088, expected range: -20.1530 1.9074 Severely_persistent: rms_fgdepar=14.8392, expected range: 0.0000 20.4641
METAR 2M TEMPERATURE (K) LTCB : out of range 28 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=17.8523, expected range: 11.1278 21.3693 Severely_persistent: rms_fgdepar=17.8739, expected range: 11.1768 21.4185
METAR 2M TEMPERATURE (K) CYDB : out of range 15 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.1019, expected range: -22.8555 14.2305 Severely_persistent: rms_fgdepar=12.1019, expected range: 0.0000 21.6429
BUFR LAND SYNOP 2M TEMPERATURE (K) 02890 : out of range 6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.3178, expected range: -14.4637 7.2129 Severely_persistent: rms_fgdepar=13.3987, expected range: 0.0000 13.8006
BUFR LAND SYNOP 2M TEMPERATURE (K) 71001 : out of range 8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.9348, expected range: -18.0656 8.7204 Severely_persistent: rms_fgdepar=14.9348, expected range: 0.0000 18.3427
BUFR LAND SYNOP 2M TEMPERATURE (K) 04112 : out of range 24 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.6972, expected range: -21.4510 -7.2748 Severely_persistent: rms_fgdepar=14.1776, expected range: 7.4827 21.4189
BUFR LAND SYNOP 2M TEMPERATURE (K) 71195 : out of range 10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.1397, expected range: -18.8333 8.8089 Severely_persistent: rms_fgdepar=16.1397, expected range: 0.0000 19.1211
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range 15 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.5193, expected range: -25.6628 6.5911
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range 15 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=13.3488, expected range: 0.0000 25.6523
BUFR LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range 10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.8588, expected range: -20.2030 1.8574 Severely_persistent: rms_fgdepar=14.8891, expected range: 0.0000 20.5130
BUFR LAND SYNOP 2M TEMPERATURE (K) 78896 : out of range 36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.4206, expected range: -17.1320 -11.5147 Severely_persistent: rms_fgdepar=14.6202, expected range: 11.7910 17.2668
BUFR LAND SYNOP 2M TEMPERATURE (K) 02119 : out of range 6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.5277, expected range: -14.6900 10.5816 Severely_persistent: rms_fgdepar=13.5318, expected range: 0.0000 13.9315
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 02161 : out of range 3 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.9991, expected range: -8.3425 5.6581 Severe: rms_fgdepar=14.0027, expected range: 0.0000 8.8448
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 02173 : out of range Severe: avg_fgdepar=-14.6559, expected range: -7.4956 5.2038 Severe: rms_fgdepar=14.6986, expected range: 0.0000 8.7544
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 02154 : out of range Severe: avg_fgdepar=-12.1774, expected range: -6.7807 4.4080 Severe: rms_fgdepar=12.1866, expected range: 0.0000 6.9709
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 29674 : out of range 2 times in the last 10 days for at least one item Severe: avg_fgdepar=-16.1243, expected range: -14.0668 9.4603 Severe: rms_fgdepar=16.4290, expected range: 0.0000 12.0575
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 70194 : out of range 4 times in the last 10 days for at least one item Severe: avg_fgdepar=-16.7624, expected range: -10.1363 8.2452 Severe: rms_fgdepar=16.7624, expected range: -7.3913 14.2499
Automatic Land SYNOP WMO BLOCK 17 Channel 999 statid ID 999999 : Data missing from Reportype/ar Severe: obs_number=0.0000, expected range: 36.0000 1230.1601
Automatic Land SYNOP WMO BLOCK 18 Channel 999 statid ID 999999 : Data missing from Reportype/ar Severe: obs_number=0.0000, expected range: 27.0000 920.4603
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24329 : out of range Severe: avg_fgdepar=-13.4060, expected range: -10.9932 5.2087 Severe: rms_fgdepar=13.5316, expected range: 0.0000 9.9768
METAR 2M TEMPERATURE (K) KADW : out of range 3 times in the last 10 days for at least one item Severe: avg_fgdepar=12.1008, expected range: -5.2452 7.6464 Severe: rms_fgdepar=12.1008, expected range: 0.0000 8.8881
LAND TEMP 2M TEMPERATURE (K) 29572 : out of range 2 times in the last 10 days for at least one item Severe: avg_fgdepar=-14.9927, expected range: -9.1793 8.2790 Severe: rms_fgdepar=14.9927, expected range: 0.0000 6.7258
BUFR LAND SYNOP 2M TEMPERATURE (K) 02161 : out of range 2 times in the last 10 days for at least one item Severe: avg_fgdepar=-14.0612, expected range: -8.4204 5.6310 Severe: rms_fgdepar=14.0646, expected range: 0.0000 8.9308
BUFR LAND SYNOP 2M TEMPERATURE (K) 01082 : out of range 4 times in the last 10 days for at least one item Severe: rms_fgdepar=12.1086, expected range: 0.0000 16.0134
BUFR LAND SYNOP 2M TEMPERATURE (K) 02173 : out of range Severe: avg_fgdepar=-14.7487, expected range: -7.5654 5.1664 Severe: rms_fgdepar=14.7906, expected range: 0.0000 8.8194
BUFR LAND SYNOP 2M TEMPERATURE (K) 02154 : out of range Severe: avg_fgdepar=-12.1466, expected range: -6.8266 4.3866 Severe: rms_fgdepar=12.1566, expected range: 0.0000 7.0166
BUFR LAND SYNOP 2M TEMPERATURE (K) 29674 : out of range 2 times in the last 10 days for at least one item Severe: avg_fgdepar=-16.1872, expected range: -14.2064 9.3485 Severe: rms_fgdepar=16.4908, expected range: 0.0000 12.5819
BUFR LAND SYNOP 2M TEMPERATURE (K) 02874 : out of range 1 times in the last 10 days for at least one item Severe: rms_fgdepar=11.6753, expected range: 0.0000 3.9123
BUFR LAND SYNOP 2M TEMPERATURE (K) 70194 : out of range 2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.3581, expected range: -10.5525 8.6929 Severe: rms_fgdepar=13.1092, expected range: 0.0000 9.8278
BUFR LAND SYNOP 2M TEMPERATURE (K) 24329 : out of range Severe: avg_fgdepar=-13.4303, expected range: -11.0341 5.1686 Severe: rms_fgdepar=13.5559, expected range: 0.0000 10.0398
BUFR LAND SYNOP 2M TEMPERATURE (K) 63729 : out of range Severe: rms_fgdepar=13.9687, expected range: 0.0000 3.0216
rh2m
Automatic Land SYNOP WMO BLOCK 17 Channel 999 statid ID 999999 : Data missing from Reportype/ar Severe: obs_number=0.0000, expected range: 35.0000 1142.1055
Automatic Land SYNOP WMO BLOCK 18 Channel 999 statid ID 999999 : Data missing from Reportype/ar Severe: obs_number=0.0000, expected range: 24.0000 839.0181
MANUAL LAND SYNOP RH2M (%) 33711 : out of range Severe: rms_fgdepar=33.7556, expected range: 0.0000 17.5183
MANUAL LAND SYNOP RH2M (%) 33506 : out of range Severe: rms_fgdepar=31.1899, expected range: 0.0000 13.5083
BUFR LAND SYNOP RH2M (%) 33621 : out of range Severe: rms_fgdepar=32.4531, expected range: 0.0000 11.6883
BUFR LAND SYNOP RH2M (%) 33495 : out of range Severe: rms_fgdepar=33.7670, expected range: 0.0000 16.7908
BUFR LAND SYNOP RH2M (%) _MI1BF3A : out of range Severe: rms_fgdepar=38.0862, expected range: 0.0000 19.4273
Automatic Land SYNOP RH2m (%) WMO BLOCK 12 statid ID 999999 : out of range Considerable: obs_number=660.0000, expected range: 156.5000 758.5048