Operational Data Checking

An automatic data checking system has been implemented at ECMWF to trigger warnings in case of anomalies affecting the quality or the availability of the data assimilated by the model. Selected statistical parameters (number of observations, bias correction, and mean bias-corrected background, analysis departures and probability of gross error) are checked against an expected range. An appropriate alert message (including a time series plot) is generated if statistics are outside the specified ranges. A severity level (slight, considerable, severe) is assigned to each message depending on how far statistics are from the expected values. Two kinds of ranges are used by the automatic checking: Soft and Hard limits. Soft limits are updated automatically using statistics from the last twenty days (extremes are excluded during this process). Hard limits are adjusted manually when required.

Currently, the automatic checking is limited to data passing through the minimisation process (including VarBC passive data). It's being applied twice a day to the delayed cut-off 4D-VAR cycles (00 and 12) and four times a day to the early delivery assimilation system (00,06,12 and 18).

The alarm system results are based on feedback information from the ECMWF data assimilation and consequently reflect the ECMWF data usage. Although most warnings are related to data problems, they may on occasion also be related to model issues. Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice. ECMWF accepts no responsibility for actions taken on the basis of these results.

Delayed cut-off 4DVAR at 2021-01-14 12:00

amsua
All AQUA AMSUA ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 8540.90 10745.77
METOP-C AMSUA RADIANCES CHANNEL 5 : out of range
Severe: avg_biascorr=-0.1637, expected range: -0.1318 -0.0960
cris
NPP CRIS RADIANCES CHANNEL 109 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1111, expected range: 0.1331 0.1422
airs
All AQUA AIRS ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 3675.38 24825.12
mhs
METOP-A MHS ALLSKY RADIANCES CHANNEL 4 : out of range
31 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.3242, expected range: 0.0293 0.1765
mwhs2
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 2 : out of range
Severe: avg_norm_fgdepar=0.2011, expected range: -0.0389 0.0411
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 3 : out of range
Severe: avg_norm_fgdepar=0.8263, expected range: -0.0760 0.0598
Severe: stdev_norm_fgdepar=1.4759, expected range: 0.7008 0.7272
gpsro
All COSMIC-6 GPSRO SETTING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 0.00 1254.21
All COSMIC2-E6 GPSRO RISING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 707.01 3267.49
Radiosondes
LAND TEMP TEMPERATURE (K) 24266 PRESSURE LAYER 900-1200 (HPA) : out of range
22 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-11.5963, expected range: -24.0040 12.1198
Severely_persistent: rms_fgdepar=11.6558, expected range: 0.0000 23.0672
LAND TEMP TEMPERATURE (K) 24688 PRESSURE LAYER 900-1200 (HPA) : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8895, expected range: -0.0823 0.7500
All HIGH RESO SEA TEMP ALL LAYERS Tropics : all data missing
Severely_persistent: obs_number=0, expected range: 68.44 233.56
All HIGH RESO SEA TEMP ALL LAYERS Alantic Tropical are : all data missing
Severely_persistent: obs_number=0, expected range: 68.44 233.56
BUFR TEMP DESCENT TEMPERATURE (K) PRESSURE LAYER 900-1200 (HPA) : missing
9 times in the last 10 days for at least one item
Severely_persistent: obs_number=0.0000, expected range: 0.0000 450.1986
LAND TEMP TEMPERATURE (K) 35121 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=7.7198, expected range: 0.0000 2.9702
Severe: avg_pge=0.8365, expected range: -0.2778 0.3919
LAND TEMP WIND VECTOR DIFF (M/S) 29572 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=15.0392, expected range: 0.0000 5.4301
HIGH RESO LAND TEMP TEMPERATURE (K) 16113 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: rms_fgdepar=6.1784, expected range: 0.0000 1.8517
HIGH RESO LAND TEMP TEMPERATURE (K) 54218 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: rms_fgdepar=8.8029, expected range: 0.0000 3.0559
Severe: avg_pge=0.8843, expected range: -0.4459 0.5463
HIGH RESO LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=4.0627, expected range: 0.9001 2.3071
Severe: obs_number=126.0000, expected range: 60.0032 68.6635
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=9.0779, expected range: 2.5226 4.8658
HIGH RESO LAND TEMP Q (G/KG) (3 pressure layers affected) : out of range
2 times in the last 10 days for at least one item
Severe: obs_number=259.0000, expected range: 322.0940 335.6560
HIGH RESO LAND TEMP Q (G/KG) (4 pressure layers affected) : out of range
Severe: obs_number=130.0000, expected range: 62.1311 69.2022
HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 300-600 (HPA) : out of range
Considerable: obs_number=443.0000, expected range: 503.2453 550.7547
amdar
WIGOS AMDAR WIND VECTOR DIFF (M/S) NERFGARA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.0206, expected range: 0.4751 7.5474
WIGOS AMDAR WIND VECTOR DIFF (M/S) FMKFGCJA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=15.0218, expected range: 0.0711 7.5078
WIGOS AMDAR WIND VECTOR DIFF (M/S) 3KEUIRRA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=15.2149, expected range: 0.0000 7.4821
airep
AIREP WIND VECTOR DIFF (M/S) ACA854 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=23.7078, expected range: -2.6535 7.5593
Severe: rms_fgdepar=23.7078, expected range: 0.0000 10.5288
Severe: avg_pge=0.8384, expected range: -0.3077 0.3870
AIREP WIND VECTOR DIFF (M/S) ACA875 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.4823, expected range: 0.0000 19.9808
AIREP WIND VECTOR DIFF (M/S) THY057 PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=30.7974, expected range: -14.4053 29.6053
Severe: rms_fgdepar=34.8884, expected range: 0.0000 35.7346
synop
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 31123 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8495, expected range: -0.0593 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 01440 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=508.4743, expected range: 0.0000 656.5415
AUTOMATIC LAND SYNOP RH2M (%) 68333 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.9942, expected range: -0.0500 0.0730
MANUAL LAND SYNOP RH2M (%) 42770 : out of range
Severe: avg_fgdepar=61.1519, expected range: -17.2435 61.3983
Severe: rms_fgdepar=61.1519, expected range: 0.0000 61.3983
Severe: avg_pge=1.0000, expected range: -0.7341 0.7500
MANUAL LAND SYNOP RH2M (%) 42771 : out of range
Severe: avg_pge=0.8796, expected range: -0.1924 0.2722
MANUAL LAND SYNOP RH2M (%) 76323 : out of range
Severe: avg_fgdepar=51.4695, expected range: -54.9456 90.8226
Severe: rms_fgdepar=51.4695, expected range: 0.0000 87.2096
MANUAL LAND SYNOP RH2M (%) 83363 : out of range
Severe: avg_pge=0.8216, expected range: -0.0491 0.0680
MANUAL LAND SYNOP RH2M (%) 42328 : out of range
Severe: avg_fgdepar=50.8310, expected range: -18.6188 33.3715
Severe: rms_fgdepar=50.8310, expected range: 0.0000 30.4226
Severe: avg_pge=0.9997, expected range: -0.0146 0.0236
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40660 : out of range
Severe: rms_fgdepar=310.4833, expected range: 0.0000 113.3094
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 37801 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=675.0754, expected range: -426.0065 523.0733
Severe: rms_fgdepar=675.0754, expected range: 0.0000 241.1559
Severe: avg_pge=0.8771, expected range: -0.7274 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 37395 : out of range
Severe: rms_fgdepar=573.9459, expected range: 0.0000 167.0241
BUFR LAND SYNOP RH2M (%) 15265 : out of range
Severe: rms_fgdepar=35.0999, expected range: 0.0000 19.3529
BUFR LAND SYNOP RH2M (%) 94206 : out of range
Severe: rms_fgdepar=39.0580, expected range: 0.0000 20.5361
BUFR LAND SYNOP RH2M (%) 08056 : out of range
Severe: rms_fgdepar=39.3015, expected range: 0.0000 18.5575
BUFR LAND SYNOP RH2M (%) 40356 : out of range
Severe: rms_fgdepar=39.9099, expected range: 0.0000 20.8806
BUFR LAND SYNOP RH2M (%) 95718 : out of range
Severe: rms_fgdepar=41.5848, expected range: 0.0000 19.7109
BUFR LAND SYNOP RH2M (%) 95719 : out of range
Severe: rms_fgdepar=46.7265, expected range: 0.0000 14.0804
BUFR LAND SYNOP RH2M (%) 13389 : out of range
Severe: rms_fgdepar=38.2597, expected range: 0.0000 20.8950
BUFR LAND SYNOP SURFACE PRESSURE (PA) 23774 : out of range
Severe: avg_fgdepar=-754.2808, expected range: -238.5874 294.9502
Severe: rms_fgdepar=775.2543, expected range: 0.0000 192.4891
Severe: avg_pge=0.9291, expected range: -0.7182 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 16738 : out of range
Severe: rms_fgdepar=317.4523, expected range: 0.0000 226.5812
Severe: avg_pge=0.8680, expected range: -0.3920 0.5244
BUFR LAND SYNOP SURFACE PRESSURE (PA) 25248 : out of range
Severe: avg_pge=0.8394, expected range: -0.7363 0.7500
BUFR LAND SYNOP RH2M (%) : out of range
2 times in the last 10 days for at least one item
Considerable: obs_number=51.0000, expected range: 55.1040 62.0960
ship
AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 46185 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8149, expected range: 0.3441 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V3776 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=773.4374, expected range: -801.6520 403.0512
Severely_persistent: rms_fgdepar=773.4374, expected range: 0.0000 802.3167
Severely_persistent: avg_pge=0.8662, expected range: -1.2950 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRTO7 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=636.1028, expected range: -548.7651 1670.9001
Severely_persistent: rms_fgdepar=636.1028, expected range: 0.0000 1671.1829
Severely_persistent: avg_pge=0.8146, expected range: -0.5698 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) ELPP9 : out of range
Severe: rms_fgdepar=15.5303, expected range: 0.0000 6.0507
Severe: avg_pge=0.8818, expected range: -0.5496 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) AMOUK51 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=465.6521, expected range: 0.0000 176.6934
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3FJB3 : out of range
Severe: avg_fgdepar=609.7705, expected range: -684.3026 1369.8843
Severe: rms_fgdepar=612.2806, expected range: 0.0000 1269.8327
BUFR SHIP SYNOP SURFACE PRESSURE (PA) EUCDE35 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8027, expected range: -0.7551 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) NBTM : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=-563.6049, expected range: -419.4650 405.5591
Severe: rms_fgdepar=805.7638, expected range: 0.0000 359.7018
buoy
MOORED BUOYS WIND VECTOR DIFF (M/S) 6101007 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8703, expected range: -0.8260 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 6202687 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8072, expected range: 0.7396 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 6202688 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8101, expected range: -0.4266 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 2101661 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=508.0843, expected range: 0.0000 166.5271
Severe: avg_pge=0.8830, expected range: -0.1984 0.3405
DRIFTING BUOYS SURFACE PRESSURE (PA) 6301544 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=535.0481, expected range: -92.2152 177.7017
Severe: rms_fgdepar=617.9428, expected range: 0.0000 149.7199
DRIFTING BUOYS SURFACE PRESSURE (PA) 1601635 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=447.7352, expected range: 0.0000 349.8639
Severe: avg_pge=0.8509, expected range: -0.4843 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 4601797 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=479.7439, expected range: 0.0000 260.1143
DRIFTING BUOYS SURFACE PRESSURE (PA) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=200.0000, expected range: 145.8648 174.2529
metar
METAR SURFACE PRESSURE (PA) SEMT : out of range
Severe: rms_fgdepar=351.3635, expected range: 0.0000 153.0023
METAR SURFACE PRESSURE (PA) RPMZ : out of range
Severe: rms_fgdepar=369.2446, expected range: 0.0000 105.9966
snow
AUTOMATIC LAND SYNOP SNOW (CM) 71743 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-54.2798, expected range: -56.5554 -51.4846
Severely_persistent: rms_fgdepar=54.2798, expected range: 51.4846 56.5554
MANUAL LAND SYNOP SNOW (CM) 71816 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-60.1628, expected range: -75.4755 -31.7765
Severely_persistent: rms_fgdepar=60.1697, expected range: 31.7601 75.5101
BUFR LAND SYNOP SNOW (CM) 01091 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-67.8061, expected range: -69.1450 -63.8484
Severely_persistent: rms_fgdepar=67.8147, expected range: 63.8485 69.1454
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=-85.6084, expected range: -82.5706 -77.8453
Severely_persistent: rms_fgdepar=85.6158, expected range: 77.8461 82.5729
AUTOMATIC LAND SYNOP SNOW (CM) 71604 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=50.8691, expected range: -25.8815 65.5575
Severe: rms_fgdepar=50.8691, expected range: 0.0000 65.5575
BUFR LAND SYNOP SNOW (CM) 47050 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=99.0820, expected range: 40.1451 147.1761
Severe: rms_fgdepar=99.0820, expected range: 64.7825 127.7337
BUFR LAND SYNOP SNOW (CM) 47022 : out of range
Severe: avg_fgdepar=97.6364, expected range: 96.5458 98.3118
Severe: rms_fgdepar=97.6364, expected range: 96.5463 98.3115
BUFR LAND SYNOP SNOW (CM) 47052 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=98.4241, expected range: -91.4164 189.5575
Severe: rms_fgdepar=98.4241, expected range: 0.0000 194.8905
BUFR LAND SYNOP SNOW (CM) 47067 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=99.3044, expected range: 98.6722 99.4192
Severe: rms_fgdepar=99.3044, expected range: 98.6722 99.4195
BUFR LAND SYNOP SNOW (CM) 01429 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=28.7721, expected range: -3.9780 7.7799
t2m
MANUAL LAND SYNOP 2M TEMPERATURE (K) 38878 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.4017, expected range: -15.6228 1.0433
Severely_persistent: rms_fgdepar=12.7152, expected range: 0.0000 15.8015
METAR 2M TEMPERATURE (K) VYNT : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=13.0083, expected range: 2.5768 17.5082
Severely_persistent: rms_fgdepar=13.1104, expected range: 3.5169 17.3593
METAR 2M TEMPERATURE (K) VECX : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.1832, expected range: -18.5153 1.0318
Severely_persistent: rms_fgdepar=13.5475, expected range: 0.0000 18.6874
BUFR LAND SYNOP 2M TEMPERATURE (K) 85671 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-17.3899, expected range: -20.8199 -12.6180
Severely_persistent: rms_fgdepar=17.4159, expected range: 12.7780 20.8046
BUFR LAND SYNOP 2M TEMPERATURE (K) 27415 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=17.9960, expected range: -7.5693 21.7293
Severely_persistent: rms_fgdepar=17.9979, expected range: 0.0000 21.6746
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71501 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=10.6418, expected range: 0.0000 4.7758
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 02055 : out of range
Severe: rms_fgdepar=12.0696, expected range: 0.0000 12.6554
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71166 : out of range
Severe: avg_fgdepar=-12.5396, expected range: -10.9033 6.0691
Severe: rms_fgdepar=12.5944, expected range: 0.0000 10.1018
MANUAL LAND SYNOP 2M TEMPERATURE (K) 44212 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-14.5974, expected range: -13.3937 3.1819
Severe: rms_fgdepar=14.6365, expected range: 0.0000 13.1587
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24462 : out of range
Severe: avg_fgdepar=-14.2581, expected range: -15.1336 4.7750
Severe: rms_fgdepar=14.2630, expected range: 0.0000 14.9247
MANUAL LAND SYNOP 2M TEMPERATURE (K) 30664 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.1700, expected range: -14.1557 2.7034
Severe: rms_fgdepar=13.2008, expected range: 0.0000 14.5025
METAR 2M TEMPERATURE (K) UWKD : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=13.0775, expected range: -2.8201 2.9078
Severe: rms_fgdepar=15.1693, expected range: 0.0000 7.5750
METAR 2M TEMPERATURE (K) VOND : out of range
Severe: avg_fgdepar=12.4636, expected range: -5.5719 11.9366
Severe: rms_fgdepar=12.4636, expected range: 0.0000 9.7576
METAR 2M TEMPERATURE (K) KAFF : out of range
Severe: avg_fgdepar=13.2571, expected range: -1.7717 4.6034
Severe: rms_fgdepar=13.2571, expected range: 0.0000 6.2053
METAR 2M TEMPERATURE (K) UWKS : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=11.2893, expected range: 0.0000 4.6852
METAR 2M TEMPERATURE (K) TISX : out of range
Severe: rms_fgdepar=12.0551, expected range: 0.0000 11.8450
LAND TEMP 2M TEMPERATURE (K) 51828 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=14.9049, expected range: -8.4016 13.0204
Severe: rms_fgdepar=14.9049, expected range: -7.8790 12.8374
BUFR LAND SYNOP 2M TEMPERATURE (K) 44212 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-14.6474, expected range: -13.5113 3.2571
Severe: rms_fgdepar=14.6863, expected range: 0.0000 13.2398
BUFR LAND SYNOP 2M TEMPERATURE (K) 24462 : out of range
Severe: avg_fgdepar=-14.3081, expected range: -15.1836 4.7250
Severe: rms_fgdepar=14.3130, expected range: 0.0000 14.9498
BUFR LAND SYNOP 2M TEMPERATURE (K) 30664 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.1537, expected range: -14.2124 2.6482
Severe: rms_fgdepar=13.1812, expected range: 0.0000 14.5571
BUFR LAND SYNOP 2M TEMPERATURE (K) 02055 : out of range
Severe: avg_fgdepar=-12.0189, expected range: -13.7384 6.6372
Severe: rms_fgdepar=12.1432, expected range: 0.0000 12.7675
BUFR LAND SYNOP 2M TEMPERATURE (K) 01065 : out of range
Severe: avg_fgdepar=-12.6828, expected range: -13.2081 8.1651
Severe: rms_fgdepar=12.7056, expected range: 0.0000 11.8555
BUFR LAND SYNOP 2M TEMPERATURE (K) 71166 : out of range
Severe: avg_fgdepar=-12.6629, expected range: -10.8480 6.0657
Severe: rms_fgdepar=12.7227, expected range: 0.0000 9.8267
rh2m
AUTOMATIC LAND SYNOP RH2M (%) 72791 : out of range
Severe: rms_fgdepar=31.3832, expected range: 0.0000 17.6846
MANUAL LAND SYNOP RH2M (%) 14241 : out of range
Severe: rms_fgdepar=32.9577, expected range: 0.0000 13.7236
METAR RH2M (%) LDZA : out of range
Severe: rms_fgdepar=32.9353, expected range: 0.0000 15.8045