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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-09-22 00:00

iasi
METOP-B IASI RADIANCES CHANNEL 70 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.3141, expected range: 0.2525 0.2836
METOP-B IASI RADIANCES CHANNEL 83 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.5025, expected range: 0.4441 0.4687
METOP-B IASI RADIANCES CHANNEL 61 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.2636, expected range: 0.2993 0.3103
METOP-B IASI RADIANCES CHANNEL 79 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.2772, expected range: 0.3115 0.3231
METOP-B IASI RADIANCES CHANNEL 133 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.2272, expected range: 0.2779 0.2875
METOP-B IASI RADIANCES CHANNEL 55 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.2500, expected range: 0.2747 0.2926
METOP-B IASI RADIANCES CHANNEL 111 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.2278, expected range: 0.2489 0.2584
METOP-B IASI RADIANCES CHANNEL 386 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=0.0458, expected range: 0.0886 0.1141
METOP-C IASI RADIANCES CHANNEL 161 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1654, expected range: 0.1466 0.1495
METOP-C IASI RADIANCES CHANNEL 59 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=0.3397, expected range: 0.3738 0.4135
METOP-B IASI RADIANCES (23 channels affected) : out of range
Severe: avg_biascorr=0.2631, expected range: 0.1741 0.2078
METOP-C IASI RADIANCES CHANNEL 66 : out of range
3 times in the last 10 days for at least one item
Severe: stdev_fgdepar=0.3394, expected range: 0.3732 0.4051
METOP-C IASI RADIANCES CHANNEL 79 : out of range
4 times in the last 10 days for at least one item
Severe: stdev_fgdepar=0.3191, expected range: 0.3625 0.3843
METOP-C IASI RADIANCES CHANNEL 81 : out of range
1 times in the last 10 days for at least one item
Severe: stdev_fgdepar=0.3246, expected range: 0.3575 0.3991
METOP-C IASI RADIANCES CHANNEL 111 : out of range
Severe: stdev_fgdepar=0.3165, expected range: 0.3444 0.3662
airs
AQUA AIRS RADIANCES CHANNEL 104 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1770, expected range: -0.4101 -0.2818
AQUA AIRS RADIANCES CHANNEL 116 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1530, expected range: -0.4680 -0.3134
AQUA AIRS RADIANCES CHANNEL 128 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0071, expected range: -0.4448 -0.2828
Severely_persistent: avg_biascorr=-0.0173, expected range: -0.1204 -0.1007
AQUA AIRS RADIANCES CHANNEL 129 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0526, expected range: -0.4067 -0.2529
Severely_persistent: avg_biascorr=-0.1279, expected range: -0.2046 -0.1793
AQUA AIRS RADIANCES CHANNEL 69 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.4426, expected range: -0.8497 -0.6894
AQUA AIRS RADIANCES CHANNEL 110 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0648, expected range: -0.2672 -0.1875
AQUA AIRS RADIANCES CHANNEL 138 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0791, expected range: -0.2549 -0.1068
AQUA AIRS RADIANCES CHANNEL 1079 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1049, expected range: -0.1215 -0.1121
AQUA AIRS RADIANCES CHANNEL 1869 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1932, expected range: 0.2331 0.2558
AQUA AIRS RADIANCES (48 channels affected) : out of range
Considerable: obs_number=8309.0000, expected range: 9524.3310 10708.0440
mhs
NOAA-19 MHS ALLSKY RADIANCES CHANNEL 4 : out of range
Severe: obs_number=40784.0000, expected range: 46412.7805 48595.4695
NOAA-19 MHS ALLSKY RADIANCES CHANNEL 5 : out of range
Considerable: obs_number=24923.0000, expected range: 28688.8738 30817.0012
atms
NPP ATMS RADIANCES CHANNEL 9 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.5623, expected range: -0.4580 -0.4561
ssmis
DMSP-17 SSMIS RADIANCES CHANNEL 17 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-2.5787, expected range: -2.9678 -2.8491
DMSP-18 SSMIS RADIANCES CHANNEL 7 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=4.8198, expected range: 4.0297 4.2196
gpsro
All TERRASAR-X GPSRO SETTING ALL HEIGHTS Global : all data missing
Severe: obs_number=0, expected range: 74.68 600.66
COSMIC2-E4 GPSRO RISING HEIGHT 22-24 KM : out of range
Slight: avg_norm_fgdepar=0.1472, expected range: -0.1152 0.0911
Radiosondes
LAND TEMP Q (G/KG) 38341 PRESSURE LAYER 900-1200 (HPA) : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=6.5210, expected range: -2.1794 9.2645
Severely_persistent: rms_fgdepar=6.5253, expected range: 0.0000 9.2205
LAND TEMP Q (G/KG) 98233 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=5.2230, expected range: 0.1275 2.6771
LAND TEMP Q (G/KG) 91366 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=4.3341, expected range: 0.2293 2.0830
LAND TEMP WIND VECTOR DIFF (M/S) 32098 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_fgdepar=23.4297, expected range: 0.9162 5.0187
Severe: rms_fgdepar=23.9792, expected range: 0.8826 5.5357
Severe: avg_pge=0.9219, expected range: -0.2756 0.7500
LAND TEMP TEMPERATURE (K) 30054 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=6.5448, expected range: 0.0000 3.1346
Severe: avg_pge=0.8651, expected range: -0.4532 0.5927
HIGH RESO LAND TEMP Q (G/KG) 47741 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=2.0728, expected range: 0.4529 1.3278
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) (3 pressure layers affected : out of range
Considerable: obs_number=966.0000, expected range: 35.0682 219.5098
amdar
AMDAR WIND VECTOR DIFF (M/S) ANZ281 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=20.1500, expected range: -3.6974 9.2073
Severe: rms_fgdepar=20.1500, expected range: 0.0000 9.5079
Severe: avg_pge=0.8476, expected range: -0.6342 0.7500
WIGOS AMDAR TEMPERATURE (K) EU8525 (3 pressure layers affected) : out of range
Severe: rms_fgdepar=6.4581, expected range: 0.0000 1.7067
WIGOS AMDAR TEMPERATURE (K) EU8525 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_pge=0.8183, expected range: -0.2151 0.3059
WIGOS AMDAR WIND VECTOR DIFF (M/S) 5SJDSKRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.4766, expected range: 0.0000 6.7171
WIGOS AMDAR WIND VECTOR DIFF (M/S) EU8525 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=19.4354, expected range: 0.0000 4.8397
Severe: avg_pge=0.8537, expected range: -0.5474 0.6913
ADS-C WIND VECTOR DIFF (M/S) DKR0OPBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.5630, expected range: 0.0000 7.0453
ADS-C WIND VECTOR DIFF (M/S) BREZHUJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.2040, expected range: 0.0000 9.5341
ADS-C WIND VECTOR DIFF (M/S) 54SH4YJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.4421, expected range: 0.0000 8.9982
ADS-C WIND VECTOR DIFF (M/S) OO4YCORA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.3466, expected range: 0.3841 8.4930
ADS-C WIND VECTOR DIFF (M/S) T5CUIEZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.6746, expected range: 0.0000 19.2457
ADS-C WIND VECTOR DIFF (M/S) YX5EILZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.1227, expected range: 0.0000 10.3406
airep
AIREP WIND VECTOR DIFF (M/S) ANZ281 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.8848, expected range: 0.0000 10.7725
Severe: avg_pge=0.8246, expected range: -1.0661 0.7500
AIREP WIND VECTOR DIFF (M/S) THY4YT PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.0911, expected range: 0.0000 10.2999
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 43333 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=15.0730, expected range: 2.8624 8.5897
LAND PILOT WIND VECTOR DIFF (M/S) 42701 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_pge=0.8139, expected range: -0.6588 0.7500
synop
BUFR LAND SYNOP SURFACE PRESSURE (PA) 68939 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8655, expected range: 0.1215 0.7500
AUTOMATIC LAND SYNOP RH2M (%) 35391 : out of range
Severe: avg_fgdepar=51.9451, expected range: -22.6958 43.3837
Severe: rms_fgdepar=51.9451, expected range: 0.0000 39.1309
Severe: avg_pge=1.0000, expected range: -0.0479 0.0676
AUTOMATIC LAND SYNOP RH2M (%) 68342 : out of range
Severe: avg_fgdepar=56.5114, expected range: -11.4869 24.3265
Severe: rms_fgdepar=56.5114, expected range: 0.0000 24.3265
AUTOMATIC LAND SYNOP RH2M (%) 68843 : out of range
Severe: rms_fgdepar=34.4351, expected range: 0.0000 18.6249
AUTOMATIC LAND SYNOP RH2M (%) 17784 : out of range
Severe: rms_fgdepar=36.5765, expected range: 0.0000 13.7014
AUTOMATIC LAND SYNOP RH2M (%) 18156 : out of range
4 times in the last 10 days for at least one item
Severe: avg_pge=0.8464, expected range: -1.1936 0.7500
MANUAL LAND SYNOP Z (M) 67461 : out of range
Severe: rms_fgdepar=70.4418, expected range: 0.0000 31.1720
MANUAL LAND SYNOP RH2M (%) 67531 : out of range
Severe: rms_fgdepar=49.1124, expected range: 3.7049 20.8078
MANUAL LAND SYNOP RH2M (%) 68032 : out of range
Severe: avg_fgdepar=59.2277, expected range: -4.6822 12.3769
Severe: rms_fgdepar=59.2277, expected range: 0.0000 12.3769
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83700 : out of range
Severe: rms_fgdepar=789.3042, expected range: 0.0000 255.1754
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 78073 : out of range
Severe: rms_fgdepar=607.8394, expected range: 0.0000 96.3404
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 86068 : out of range
Severe: avg_fgdepar=-671.4910, expected range: -187.3668 217.5346
Severe: rms_fgdepar=671.4910, expected range: 0.0000 202.4333
Severe: avg_pge=0.9078, expected range: -0.4670 0.6112
BUFR LAND SYNOP RH2M (%) 72683 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=31.1433, expected range: 0.0000 15.0128
BUFR LAND SYNOP RH2M (%) 03876 : out of range
Severe: rms_fgdepar=33.7103, expected range: 0.0000 18.7630
BUFR LAND SYNOP RH2M (%) _170B147 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=-57.2997, expected range: -74.5444 28.7889
BUFR LAND SYNOP RH2M (%) _170B147 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=57.2997, expected range: 0.0000 74.5444
BUFR LAND SYNOP RH2M (%) _170B147 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.9999, expected range: -0.7906 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48921 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8685, expected range: -1.4509 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 32477 : out of range
Severe: rms_fgdepar=384.9658, expected range: 0.0000 157.8462
BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
2 times in the last 10 days for at least one item
Severe: obs_number=2145.0000, expected range: 2391.8381 2434.9119
MANUAL LAND SYNOP SURFACE PRESSURE (PA) : out of range
4 times in the last 10 days for at least one item
Considerable: rms_fgdepar=159.7472, expected range: 48.2052 119.3755
ship
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRRD7 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=758.1215, expected range: 314.5656 1000.6503
Severely_persistent: rms_fgdepar=764.2089, expected range: 306.3175 1015.6604
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VABC : out of range
21 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=540.3419, expected range: 0.0000 1947.1713
BUFR SHIP SYNOP SURFACE PRESSURE (PA) WACW : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=732.5342, expected range: 501.7702 946.8864
Severely_persistent: rms_fgdepar=732.5342, expected range: 502.0327 946.7487
BUFR SHIP SYNOP SURFACE PRESSURE (PA) WDF7990 : out of range
Severe: avg_fgdepar=648.6321, expected range: -429.6834 707.3626
Severe: rms_fgdepar=838.8773, expected range: 0.0000 589.9072
BUFR SHIP SYNOP SURFACE PRESSURE (PA) TBWUK32 : out of range
Severe: rms_fgdepar=395.2452, expected range: 0.0000 162.7083
BUFR SHIP SYNOP SURFACE PRESSURE (PA) OWLD2 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-545.3782, expected range: -614.7543 -50.7423
Severe: rms_fgdepar=548.3466, expected range: 34.8057 640.9450
Severe: avg_pge=0.8430, expected range: 0.4175 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V6814 : out of range
Severe: avg_fgdepar=558.3068, expected range: -190.7001 226.2417
Severe: rms_fgdepar=558.3068, expected range: 0.0000 291.2188
Severe: avg_pge=0.8112, expected range: -0.7341 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6YM6 : out of range
Severe: avg_fgdepar=601.9498, expected range: -542.3445 486.5430
Severe: rms_fgdepar=786.5005, expected range: 0.0000 372.0822
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 2HFZ6 : out of range
Severe: rms_fgdepar=543.0257, expected range: 0.0000 267.8881
BUFR SHIP SYNOP SURFACE PRESSURE (PA) ZCDH7 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=754.2394, expected range: -703.4856 699.5493
Severe: rms_fgdepar=754.2394, expected range: 0.0000 848.0081
Severe: avg_pge=0.8644, expected range: -1.3545 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA4048 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=771.0300, expected range: 370.1646 1517.0627
Severe: rms_fgdepar=783.8382, expected range: 370.1646 1517.0627
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRRD : out of range
Severe: rms_fgdepar=333.4219, expected range: 0.0000 100.9188
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 6501670 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-553.0573, expected range: -1194.6400 1005.3697
Severely_persistent: rms_fgdepar=553.4728, expected range: 0.0000 997.1297
Severely_persistent: avg_pge=0.9079, expected range: -0.7681 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 5401581 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9001, expected range: -1.3759 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 2302614 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-544.4494, expected range: -562.7580 439.9579
Severely_persistent: rms_fgdepar=547.9142, expected range: 0.0000 873.1000
Severely_persistent: avg_pge=0.9040, expected range: -1.3419 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 4101849 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=664.3070, expected range: -754.2498 645.8430
Severely_persistent: rms_fgdepar=664.3070, expected range: -796.4435 1017.2352
Severely_persistent: avg_pge=0.9241, expected range: -1.1982 0.7500
MOORED BUOYS SURFACE PRESSURE (PA) 4100047 : out of range
Severe: rms_fgdepar=531.9105, expected range: 0.0000 64.2620
metar
METAR SURFACE PRESSURE (PA) SGME : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-618.2396, expected range: -1154.0985 976.2462
Severely_persistent: rms_fgdepar=618.2396, expected range: -965.3695 1287.9111
Severely_persistent: avg_pge=0.8249, expected range: -1.5946 0.7500
METAR SURFACE PRESSURE (PA) HTMH : out of range
Severe: avg_fgdepar=831.0756, expected range: 698.5718 1014.7005
Severe: rms_fgdepar=831.9233, expected range: 698.5721 1014.9857
METAR SURFACE PRESSURE (PA) EGOW : out of range
Severe: rms_fgdepar=483.5170, expected range: 0.0000 90.4284
METAR SURFACE PRESSURE (PA) ZKPY : out of range
Severe: rms_fgdepar=523.8879, expected range: 0.0000 115.3593
snow
BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-782.0992, expected range: -791.6837 -761.6665
BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=782.0994, expected range: 761.6501 791.7249
BUFR LAND SYNOP SNOW (CM) _MF12FF7 : out of range
22 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=55.7273, expected range: 40.3770 59.7366
BUFR LAND SYNOP SNOW (CM) _MF12FF7 : out of range
22 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=57.1020, expected range: 41.7792 58.8944
BUFR LAND SYNOP SNOW (CM) _MI1F9AC : out of range
28 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=52.6667, expected range: 40.3909 64.7385
BUFR LAND SYNOP SNOW (CM) _MI1F9AC : out of range
28 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=54.0709, expected range: 41.3067 65.1384
BUFR LAND SYNOP SNOW (CM) : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-22.5705, expected range: -48.7800 -37.1799
Severely_persistent: rms_fgdepar=255.4595, expected range: 353.5769 403.6956
t2m
METAR 2M TEMPERATURE (K) KTLH : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.7588, expected range: -25.0862 7.8605
Severely_persistent: rms_fgdepar=16.7588, expected range: 0.0000 21.5575
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 51087 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=12.0080, expected range: -14.5332 17.7270
Severe: rms_fgdepar=12.0080, expected range: 0.0000 14.3764
METAR 2M TEMPERATURE (K) KGXF : out of range
Severe: rms_fgdepar=10.7509, expected range: 0.0000 4.5809
BUFR LAND SYNOP 2M TEMPERATURE (K) _1701F9F : out of range
Severe: avg_fgdepar=12.8798, expected range: -10.5288 25.0199
BUFR LAND SYNOP 2M TEMPERATURE (K) _1701F9F : out of range
Severe: rms_fgdepar=13.5274, expected range: 0.0000 22.2686
BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
2 times in the last 10 days for at least one item
Considerable: obs_number=82529.0000, expected range: 137639.3308 153349.6692
rh2m
BUFR LAND SYNOP RH2M (%) : out of range
2 times in the last 10 days for at least one item
Slight: obs_number=61958.0000, expected range: 92084.3929 109661.9821