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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2020-05-26 12:00

amsua
NOAA-19 AMSUA RADIANCES CHANNEL 10 : out of range
1 times in the last 10 days for at least one item
Considerable: stdev_fgdepar=0.2411, expected range: 0.1959 0.2260
iasi
METOP-B IASI RADIANCES CHANNEL 193 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=0.3789, expected range: 0.2581 0.3178
METOP-B IASI RADIANCES CHANNEL 214 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=0.3568, expected range: 0.2474 0.2971
METOP-C IASI RADIANCES CHANNEL 16 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.3125, expected range: 0.1508 0.1634
METOP-A IASI RADIANCES (92 channels affected) : out of range
Severe: stdev_fgdepar=0.4071, expected range: 0.3676 0.3720
METOP-A IASI RADIANCES (79 channels affected) : out of range
Severe: avg_fgdepar=-0.0318, expected range: -0.0276 -0.0266
METOP-B IASI RADIANCES (82 channels affected) : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=-0.0355, expected range: -0.0213 -0.0049
METOP-C IASI RADIANCES (100 channels affected) : out of range
Severe: stdev_fgdepar=0.3113, expected range: 0.2433 0.2792
METOP-C IASI RADIANCES (11 channels affected) : out of range
3 times in the last 10 days for at least one item
Severe: avg_biascorr=-0.0380, expected range: -0.0090 -0.0055
METOP-B IASI RADIANCES (100 channels affected) : out of range
Considerable: stdev_fgdepar=0.3425, expected range: 0.2384 0.3016
METOP-B IASI RADIANCES CHANNEL 72 : out of range
4 times in the last 10 days for at least one item
Considerable: avg_biascorr=0.0399, expected range: -0.0586 0.0040
METOP-C IASI RADIANCES (79 channels affected) : out of range
Considerable: avg_fgdepar=-0.0381, expected range: -0.0235 -0.0006
cris
NPP CRIS RADIANCES CHANNEL 107 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1038, expected range: 0.1392 0.1656
NPP CRIS RADIANCES CHANNEL 67 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=0.1942, expected range: 0.0936 0.1485
NPP CRIS RADIANCES CHANNEL 69 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=0.2209, expected range: 0.0881 0.1423
NPP CRIS RADIANCES CHANNEL 70 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=0.2372, expected range: 0.0914 0.1404
NPP CRIS RADIANCES CHANNEL 71 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=0.2222, expected range: 0.0868 0.1357
NOAA20 CRIS RADIANCES CHANNEL 101 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1339, expected range: 0.1672 0.1728
NOAA20 CRIS RADIANCES CHANNEL 70 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=0.1817, expected range: 0.0695 0.1246
NOAA20 CRIS RADIANCES CHANNEL 71 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=0.1702, expected range: 0.0655 0.1201
NPP CRIS RADIANCES (47 channels affected) : out of range
Severe: obs_number=19320.0000, expected range: 21969.0826 22772.4468
NPP CRIS RADIANCES (48 channels affected) : out of range
Severe: obs_number=19324.0000, expected range: 22001.3428 22768.5322
NPP CRIS RADIANCES (72 channels affected) : out of range
2 times in the last 10 days for at least one item
Severe: stdev_fgdepar=0.1969, expected range: 0.0855 0.1306
NOAA20 CRIS RADIANCES (69 channels affected) : out of range
1 times in the last 10 days for at least one item
Considerable: stdev_fgdepar=0.1549, expected range: 0.0650 0.1184
NOAA20 CRIS RADIANCES (40 channels affected) : out of range
Slight: avg_fgdepar=-0.0671, expected range: -0.0319 0.0451
airs
AQUA AIRS RADIANCES CHANNEL 172 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=0.5312, expected range: 0.3746 0.4484
AQUA AIRS RADIANCES CHANNEL 173 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1914, expected range: -0.1743 -0.1611
AQUA AIRS RADIANCES (56 channels affected) : out of range
1 times in the last 10 days for at least one item
Considerable: stdev_fgdepar=0.5501, expected range: 0.4291 0.5019
AQUA AIRS RADIANCES (35 channels affected) : out of range
Slight: avg_fgdepar=-0.0484, expected range: -0.0366 0.0010
mhs
METOP-B MHS ALLSKY RADIANCES CHANNEL 4 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.8850, expected range: 0.6615 0.7679
METOP-B MHS ALLSKY RADIANCES CHANNEL 5 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=1.1054, expected range: 0.6855 0.7037
METOP-B MHS ALLSKY RADIANCES CHANNEL 5 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_norm_fgdepar=0.0879, expected range: 0.0395 0.0634
NOAA-19 MHS ALLSKY RADIANCES CHANNEL 5 : out of range
11 times in the last 10 days for at least one item
Slight: stdev_norm_fgdepar=1.1069, expected range: 0.7155 0.7155
METOP-A MHS ALLSKY RADIANCES CHANNEL 3 : out of range
2 times in the last 10 days for at least one item
Slight: obs_number=7350.0000, expected range: 12513.3480 12513.3480
METOP-A MHS ALLSKY RADIANCES CHANNEL 4 : out of range
2 times in the last 10 days for at least one item
Slight: obs_number=7260.0000, expected range: 11998.0953 11998.0953
METOP-A MHS ALLSKY RADIANCES CHANNEL 5 : out of range
3 times in the last 10 days for at least one item
Slight: obs_number=5230.0000, expected range: 7720.3200 10868.7100
gmi
GPM GMI ALSKY RADIANCES (5 channels affected) : out of range
Slight: stdev_norm_fgdepar=0.9428, expected range: 0.7383 0.8802
mwhs2
FY-3D MWHS2 ALLSKY RADIANCES (11 channels affected) : out of range
Severe: obs_number=33780.0000, expected range: 54528.6048 57115.5129
Severe: obs_number=33644.0000, expected range: 54335.4419 56933.9331
atms
NPP ATMS RADIANCES (10 channels affected) : out of range
Slight: obs_number=23394.0000, expected range: 25497.8954 29505.6340
Slight: obs_number=19040.0000, expected range: 20291.4390 25135.0610
NPP ATMS RADIANCES (10 channels affected) : out of range
Slight: obs_number=23394.0000, expected range: 25497.8954 29505.6340
Slight: obs_number=19040.0000, expected range: 20291.4390 25135.0610
ssmis
DMSP-17 SSMIS RADIANCES CHANNEL 9 : out of range
4 times in the last 10 days for at least one item
Severe: stdev_norm_fgdepar=0.9583, expected range: 0.6115 0.7245
DMSP-18 SSMIS RADIANCES CHANNEL 9 : out of range
1 times in the last 10 days for at least one item
Severe: stdev_norm_fgdepar=0.8750, expected range: 0.5739 0.6941
DMSP-17 SSMIS RADIANCES CHANNEL 10 : out of range
1 times in the last 10 days for at least one item
Slight: stdev_norm_fgdepar=0.8357, expected range: 0.6327 0.7748
gpsro
All TERRASAR-X GPSRO SETTING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 555.12 1658.14
All KOMPSAT-5 GPSRO SETTING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 290.58 880.25
Atmospheric Motion Vector
NPP VIIRS AMV IR WIND VECTOR DIFF (M/S) (2 pressure layers affected) : out of range
Slight: obs_number=107.0000, expected range: 882.0772 2762.3313
Slight: obs_number=106.0000, expected range: 882.0772 2835.3394
NOAA20 VIIRS-AMV IR WIND VECTOR DIFF (M/S) (2 pressure layers affected : out of range
Slight: obs_number=181.0000, expected range: 1059.1070 2969.3930
Slight: obs_number=178.0000, expected range: 990.1128 3039.0301
GOES-17 AMV IR1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 900-1200 (HPA) : out of range
5 times in the last 10 days for at least one item
Slight: stdev_fgdepar=1.9967, expected range: 0.8904 1.7317
mwri
FY-3D MWRI RADIANCES (6 channels affected) : out of range
Severe: obs_number=8251.0000, expected range: 13867.2375 16583.2330
Radiosondes
All LAND TEMP ALL LAYERS WMO BLOCK 43 : all data missing
Severely_persistent: obs_number=0, expected range: 57.33 141.47
LAND TEMP TEMPERATURE (K) 29572 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_pge=0.8621, expected range: -0.4275 0.7357
Severe: avg_pge=0.8656, expected range: -0.3824 0.7033
LAND TEMP TEMPERATURE (K) 31168 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=8.0056, expected range: 0.0000 4.0652
LAND TEMP WIND VECTOR DIFF (M/S) 29572 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_fgdepar=20.6041, expected range: -2.3956 7.4987
Severe: avg_pge=0.8253, expected range: -0.4452 0.6720
Severe: avg_pge=0.8162, expected range: -0.4144 0.6137
LAND TEMP Q (G/KG) 71811 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.0648, expected range: 0.0176 0.8502
Severe: rms_fgdepar=2.0646, expected range: 0.0537 0.9052
LAND TEMP Q (G/KG) 30230 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.9621, expected range: 0.0000 1.2617
LAND TEMP Q (G/KG) 38341 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_fgdepar=6.3683, expected range: -4.1276 9.1788
LAND TEMP Q (G/KG) 38341 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=6.3908, expected range: 0.0000 9.1412
LAND TEMP Q (G/KG) 72456 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=3.6502, expected range: 0.0000 1.8083
HIGH RESO LAND TEMP Q (G/KG) 47582 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.7738, expected range: 0.0000 1.5357
Severe: rms_fgdepar=2.9897, expected range: 0.0000 1.5564
HIGH RESO LAND TEMP Q (G/KG) (3 pressure layers affected) : out of range
Severe: obs_number=131.0000, expected range: 191.8406 202.3816
Considerable: obs_number=59.0000, expected range: 169.8622 204.8878
Considerable: obs_number=59.0000, expected range: 173.4828 204.8029
HIGH RESO LAND TEMP Q (G/KG) 17281 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.5593, expected range: 0.2896 1.5721
HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Considerable: obs_number=463.0000, expected range: 522.2059 537.5718
amdar
WIGOS AMDAR WIND VECTOR DIFF (M/S) DIJX1DJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.7140, expected range: 0.0000 8.5873
Severe: rms_fgdepar=17.5093, expected range: 0.0000 7.5089
WIGOS AMDAR Q (G/KG) QPIGUWBA (2 pressure layers affected) : out of range
Severe: rms_fgdepar=4.3558, expected range: 0.0000 1.8941
WIGOS AMDAR Q (G/KG) QPIGUWBA PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_pge=0.9082, expected range: -0.0825 0.1162
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 06620 PRESSURE LAYER 300-600 : out of range
Severe: avg_fgdepar=22.5921, expected range: 0.2245 5.0821
Severe: rms_fgdepar=22.5921, expected range: 0.0500 5.7099
Severe: avg_pge=0.8720, expected range: -0.1972 0.3170
Severe: avg_fgdepar=22.4348, expected range: -0.7342 5.6737
Severe: rms_fgdepar=22.4348, expected range: 0.0000 5.8285
Severe: avg_pge=0.8729, expected range: -0.2759 0.3877
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 96737 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=22.6556, expected range: 0.0000 16.0260
synop
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 85432 : out of range
1 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8361, expected range: -1.4303 0.7500
Severe: avg_pge=0.8391, expected range: -1.5300 0.7500
MANUAL LAND SYNOP RH2M (%) 42792 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=1.0000, expected range: -1.6687 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 36090 : out of range
Severe: rms_fgdepar=380.5422, expected range: 0.0000 124.8591
Severe: avg_pge=0.8740, expected range: -0.4367 0.5460
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 36090 : out of range
Severe: rms_fgdepar=384.5755, expected range: 0.0000 190.7559
Severe: avg_pge=0.8219, expected range: -0.6068 0.7107
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40001 : out of range
Severe: rms_fgdepar=596.7783, expected range: 0.0000 268.0730
Severe: rms_fgdepar=520.0002, expected range: 0.0000 255.3316
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 67262 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=500.5735, expected range: 0.0000 181.8306
Severe: rms_fgdepar=501.9125, expected range: 16.0047 120.2694
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42343 : out of range
Severe: rms_fgdepar=334.0017, expected range: 0.0000 165.5981
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 87596 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=353.2724, expected range: 0.0000 161.7747
Severe: rms_fgdepar=358.2373, expected range: 0.0000 168.3539
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83919 : out of range
Severe: avg_fgdepar=543.2509, expected range: -176.4404 181.6394
Severe: rms_fgdepar=728.3345, expected range: 0.0000 226.2595
Severe: avg_fgdepar=541.9419, expected range: -132.3448 101.9219
Severe: rms_fgdepar=727.6628, expected range: 0.0000 252.7120
MANUAL LAND SYNOP RH2M (%) 76040 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8526, expected range: -0.9426 0.7500
Severe: avg_pge=0.8583, expected range: -1.0347 0.7500
MANUAL LAND SYNOP RH2M (%) 43233 : out of range
Severe: rms_fgdepar=33.2055, expected range: 0.0000 16.6822
MANUAL LAND SYNOP RH2M (%) 66285 : out of range
4 times in the last 10 days for at least one item
Severe: avg_pge=0.9997, expected range: 0.1994 0.7500
Severe: avg_pge=0.9994, expected range: 0.0855 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 16263 : out of range
Severe: rms_fgdepar=593.5960, expected range: 0.0000 232.5313
Severe: rms_fgdepar=591.1179, expected range: 0.0000 200.6790
BUFR LAND SYNOP SURFACE PRESSURE (PA) 22383 : out of range
Severe: rms_fgdepar=586.1421, expected range: 0.0000 96.3225
BUFR LAND SYNOP SURFACE PRESSURE (PA) 34186 : out of range
Severe: rms_fgdepar=320.6983, expected range: 0.0000 140.0786
Severe: rms_fgdepar=318.3457, expected range: 0.0000 89.4977
BUFR LAND SYNOP SURFACE PRESSURE (PA) 59117 : out of range
Severe: rms_fgdepar=397.0881, expected range: 0.0000 176.1540
Severe: rms_fgdepar=415.5254, expected range: 0.0000 158.4382
BUFR LAND SYNOP SURFACE PRESSURE (PA) 29768 : out of range
Severe: rms_fgdepar=371.4443, expected range: 5.9354 90.7172
Severe: rms_fgdepar=391.3130, expected range: 0.0000 94.4963
BUFR LAND SYNOP RH2M (%) 70174 : out of range
Severe: rms_fgdepar=32.4569, expected range: 0.0000 17.7336
BUFR LAND SYNOP RH2M (%) 16648 : out of range
Severe: rms_fgdepar=33.2708, expected range: 0.0000 18.7798
BUFR LAND SYNOP RH2M (%) 34434 : out of range
Severe: rms_fgdepar=31.3708, expected range: 0.0000 13.3345
BUFR LAND SYNOP SURFACE PRESSURE (PA) 57127 : out of range
Severe: rms_fgdepar=321.9721, expected range: 0.0000 180.4578
ship
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) S6DU3 : out of range
4 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=21.5573, expected range: -4.2210 47.5269
Severely_persistent: rms_fgdepar=21.5573, expected range: 0.0000 47.5269
Severe: avg_fgdepar=21.2567, expected range: -4.6369 47.6363
Severe: rms_fgdepar=21.2567, expected range: 0.0000 47.6363
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRNB4 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8430, expected range: 0.5751 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 9VBP8 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8919, expected range: -0.7199 0.7500
Severely_persistent: avg_pge=0.8925, expected range: -0.7741 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRDJ3 : out of range
26 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-550.6663, expected range: -783.9652 -267.8361
Severely_persistent: rms_fgdepar=550.8135, expected range: 286.0069 785.2929
BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6DF6 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=518.8063, expected range: -943.0313 1481.1209
Severely_persistent: rms_fgdepar=521.6303, expected range: 0.0000 1506.4843
Severely_persistent: avg_pge=0.8141, expected range: -1.6611 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) D5QV7 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-511.4591, expected range: -1062.9575 418.4328
Severely_persistent: rms_fgdepar=511.4591, expected range: 0.0000 1028.8238
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 44030 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8650, expected range: 0.7629 0.7500
SHIP SURFACE PRESSURE (PA) V7QJ5 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8351, expected range: 0.2439 0.7500
Severe: avg_pge=0.8335, expected range: 0.2634 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V9365 : out of range
Severe: avg_pge=0.8108, expected range: -1.1757 0.7500
Severe: avg_pge=0.8067, expected range: -1.2161 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRQH5 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-678.4736, expected range: -997.8678 850.2134
Severe: rms_fgdepar=763.4020, expected range: 0.0000 905.9123
Severe: avg_fgdepar=-678.8331, expected range: -995.6649 820.6261
Severe: rms_fgdepar=761.7844, expected range: 0.0000 931.8748
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HJF9 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=322.6547, expected range: 0.0000 164.3163
Severe: rms_fgdepar=323.6184, expected range: 0.0000 170.5100
BUFR SHIP SYNOP SURFACE PRESSURE (PA) ONGI : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=1217.7445, expected range: -509.7278 851.9725
Severe: rms_fgdepar=1217.7445, expected range: 0.0000 751.0294
Severe: avg_pge=0.9139, expected range: -1.1031 0.7500
Severe: avg_fgdepar=1190.1301, expected range: -537.5641 869.6641
Severe: rms_fgdepar=1190.1301, expected range: 0.0000 729.1859
Severe: avg_pge=0.9145, expected range: -1.1909 0.7500
buoy
MOORED BUOYS WIND VECTOR DIFF (M/S) 6100198 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9017, expected range: -1.1527 0.7500
Severely_persistent: avg_pge=0.9028, expected range: -1.1516 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 4100729 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8243, expected range: -1.5872 0.7500
MOORED BUOYS SURFACE PRESSURE (PA) 2200186 : out of range
4 times in the last 10 days for at least one item
Severe: avg_pge=0.8001, expected range: 0.0728 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 1601700 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=505.9341, expected range: -358.7276 353.5463
Severe: rms_fgdepar=511.6383, expected range: 0.0000 516.2733
Severe: avg_pge=0.8556, expected range: -0.9539 0.7500
Severe: avg_fgdepar=556.7480, expected range: -391.6500 385.0075
Severe: rms_fgdepar=569.7561, expected range: 0.0000 529.7611
Severe: avg_pge=0.8546, expected range: -0.9931 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 5300555 : out of range
Severe: rms_fgdepar=425.8389, expected range: 0.0000 160.1911
Severe: rms_fgdepar=350.6373, expected range: 0.0000 163.5552
metar
METAR SURFACE PRESSURE (PA) VECX : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-697.3958, expected range: -1003.7537 311.4395
Severely_persistent: rms_fgdepar=704.3906, expected range: 0.0000 991.2694
Severely_persistent: avg_pge=0.8428, expected range: -0.7918 0.7500
Severely_persistent: avg_fgdepar=-698.2761, expected range: -1012.2243 318.2612
Severely_persistent: rms_fgdepar=704.4015, expected range: 0.0000 998.7455
Severely_persistent: avg_pge=0.8434, expected range: -0.8271 0.7500
METAR SURFACE PRESSURE (PA) SPNC : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=343.6911, expected range: 0.0000 195.1812
Severe: rms_fgdepar=346.2383, expected range: 4.5056 144.6545
METAR SURFACE PRESSURE (PA) LIRT : out of range
Severe: rms_fgdepar=354.9254, expected range: 0.0000 200.1986
Severe: rms_fgdepar=353.9165, expected range: 0.0000 184.8165
METAR SURFACE PRESSURE (PA) ORER : out of range
Severe: rms_fgdepar=488.4237, expected range: 0.0000 207.0914
snow
AUTOMATIC LAND SYNOP SNOW (CM) 71356 : out of range
4 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-57.8578, expected range: -61.0160 -48.6971
Severely_persistent: rms_fgdepar=57.8578, expected range: 48.6971 61.0160
Severe: avg_fgdepar=-57.0285, expected range: -61.5152 -46.1110
Severe: rms_fgdepar=57.0285, expected range: 46.1110 61.5152
BUFR LAND SYNOP SNOW (CM) 01132 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=72.2265, expected range: 70.8799 76.0192
Severely_persistent: rms_fgdepar=72.2265, expected range: 70.8672 76.0423
Severely_persistent: avg_fgdepar=70.9908, expected range: 71.2080 77.0660
Severely_persistent: rms_fgdepar=70.9908, expected range: 71.1839 77.1003
BUFR LAND SYNOP SNOW (CM) 01025 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-51.6887, expected range: -144.5409 -32.4928
Severely_persistent: rms_fgdepar=51.6887, expected range: 32.4928 144.5409
BUFR LAND SYNOP SNOW (CM) 01008 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-78.1410, expected range: -140.1167 -73.0923
Severely_persistent: rms_fgdepar=78.1433, expected range: 73.0928 140.1167
Severely_persistent: avg_fgdepar=-76.8391, expected range: -111.7519 -83.8520
Severely_persistent: rms_fgdepar=76.8419, expected range: 83.8528 111.7516
BUFR LAND SYNOP SNOW (CM) : out of range
Severe: rms_fgdepar=42.7067, expected range: 2.5018 6.2116
Severe: rms_fgdepar=42.7363, expected range: 2.4093 6.1709
BUFR LAND SYNOP SNOW (CM) 56444 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=17.3070, expected range: -1.8778 2.1917
t2m
MANUAL LAND SYNOP 2M TEMPERATURE (K) 35715 : out of range
Severe: rms_fgdepar=11.9282, expected range: 0.0000 3.8078
Severe: rms_fgdepar=11.7313, expected range: 0.0000 3.8102
MANUAL LAND SYNOP 2M TEMPERATURE (K) 42935 : out of range
Severe: avg_fgdepar=-15.8388, expected range: -1.9229 6.0284
Severe: rms_fgdepar=15.8388, expected range: 0.0000 6.5174
Severe: avg_est_pge=0.8358, expected range: -0.3621 0.7452
Severe: avg_fgdepar=-16.1626, expected range: -2.2372 6.8415
Severe: rms_fgdepar=16.1626, expected range: 0.0000 7.1773
Severe: avg_est_pge=0.8389, expected range: -0.3676 0.8116
MANUAL LAND SYNOP 2M TEMPERATURE (K) 62007 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.1310, expected range: 0.0000 14.1599
Severe: rms_fgdepar=12.2255, expected range: 0.0000 14.2185
BUFR LAND SYNOP 2M TEMPERATURE (K) 27415 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-14.5740, expected range: -10.8379 -2.5146
Severe: rms_fgdepar=14.6670, expected range: 2.6260 11.1200
Severe: avg_fgdepar=-15.0808, expected range: -10.7227 -2.7992
Severe: rms_fgdepar=15.2067, expected range: 2.9418 10.9290
BUFR LAND SYNOP 2M TEMPERATURE (K) 42935 : out of range
Severe: avg_fgdepar=-15.8888, expected range: -2.1538 6.7415
Severe: rms_fgdepar=15.8888, expected range: 0.0000 7.7696
Severe: avg_fgdepar=-16.2126, expected range: -1.5923 6.4834
Severe: rms_fgdepar=16.2126, expected range: 0.0000 7.2318