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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2021-02-26 12:00

amsua
NOAA-15 AMSUA RADIANCES CHANNEL 12 : out of range
Considerable: obs_number=2395.0000, expected range: 379.1103 1982.7720
NOAA-15 AMSUA RADIANCES CHANNEL 10 : out of range
Considerable: obs_number=2402.0000, expected range: 377.8368 1994.0456
NOAA-15 AMSUA RADIANCES CHANNEL 9 : out of range
Considerable: obs_number=2402.0000, expected range: 377.5447 1994.4553
NOAA-15 AMSUA RADIANCES CHANNEL 8 : out of range
Considerable: obs_number=2401.0000, expected range: 377.9865 1993.6606
iasi
METOP-A IASI RADIANCES CHANNEL 3452 : out of range
3 times in the last 10 days for at least one item
Considerable: avg_biascorr=0.0961, expected range: 0.1188 0.1521
resat
All NOAA-19 SBUV ALL LAYERS Global : all data missing
Severe: obs_number=0, expected range: 145.81 733.33
Radiosondes
LAND TEMP Q (G/KG) 44373 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_pge=0.9900, expected range: -0.0046 0.0127
Severe: rms_fgdepar=2.3545, expected range: 0.0000 1.1148
LAND TEMP WIND VECTOR DIFF (M/S) 65344 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_pge=0.8810, expected range: -0.2844 0.4375
Severe: rms_fgdepar=20.5210, expected range: 0.8401 6.7611
Severe: avg_fgdepar=20.5210, expected range: 1.0033 5.9123
HIGH RESO LAND TEMP Q (G/KG) 72249 PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=3.4165, expected range: 0.0000 0.6959
HIGH RESO LAND TEMP Q (G/KG) 72233 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=2.8697, expected range: 0.0000 1.5065
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=9.8972, expected range: 2.5027 5.8224
Considerable: obs_number=758.0000, expected range: 895.2076 1027.5424
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 04360 PRESSURE LAYER 900-12 : out of range
Severe: avg_pge=0.8886, expected range: -0.9214 0.7500
Severe: rms_fgdepar=20.6216, expected range: 0.0000 10.3259
Severe: avg_fgdepar=20.3920, expected range: -1.0172 9.8411
HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: avg_fgdepar=1.3212, expected range: -0.4983 0.7139
amdar
AMDAR WIND VECTOR DIFF (M/S) JP9Z58W1 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.6449, expected range: 0.0000 8.2166
WIGOS AMDAR WIND VECTOR DIFF (M/S) RA1KGBRA PRESSURE LAYER 600-900 (HP : out of range
Severe: rms_fgdepar=15.4813, expected range: 1.1326 5.1681
WIGOS AMDAR WIND VECTOR DIFF (M/S) STLKGCZA (2 pressure layers affecte : out of range
Severe: rms_fgdepar=15.4140, expected range: 0.2709 5.9316
WIGOS AMDAR WIND VECTOR DIFF (M/S) BZ1VYWJA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=19.8320, expected range: 0.5419 5.4804
WIGOS AMDAR WIND VECTOR DIFF (M/S) TCAAYBBA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=18.3305, expected range: 0.0000 5.6522
WIGOS AMDAR WIND VECTOR DIFF (M/S) IWSYR3BA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=15.8405, expected range: 0.0000 6.4472
WIGOS AMDAR WIND VECTOR DIFF (M/S) 12XXRVZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=26.8297, expected range: 0.0000 8.7061
WIGOS AMDAR WIND VECTOR DIFF (M/S) JE4EIRZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.4250, expected range: 0.0000 7.9304
WIGOS AMDAR WIND VECTOR DIFF (M/S) DKSGUWRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=30.2751, expected range: 0.4784 6.6730
Severe: avg_fgdepar=26.4127, expected range: 0.3208 6.1916
WIGOS AMDAR WIND VECTOR DIFF (M/S) DC3KJFRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.4277, expected range: 0.0000 8.2226
WIGOS AMDAR WIND VECTOR DIFF (M/S) AYZYR4RA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.1919, expected range: 0.0000 9.9032
WIGOS AMDAR WIND VECTOR DIFF (M/S) 5B3MWTJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.3708, expected range: 1.4088 6.0646
WIGOS AMDAR WIND VECTOR DIFF (M/S) WUVTESJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.8208, expected range: 0.0000 7.1919
WIGOS AMDAR WIND VECTOR DIFF (M/S) YCPYR3BA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.7831, expected range: 0.3450 6.1595
ADS-C WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : missing
4 times in the last 10 days for at least one item
Severe: obs_number=0.0000, expected range: 0.0000 292.6174
ADS-C WIND VECTOR DIFF (M/S) WPASEEZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.2050, expected range: 0.0000 11.8769
ADS-C WIND VECTOR DIFF (M/S) OJRK5OJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=32.0722, expected range: 0.0000 13.5630
ADS-C WIND VECTOR DIFF (M/S) OTFKBNJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.8024, expected range: 0.0000 12.2120
airep
AIREP WIND VECTOR DIFF (M/S) ANZ288 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=37.1254, expected range: 0.0000 12.0528
Severe: avg_fgdepar=22.7100, expected range: -3.6431 11.8543
AIREP WIND VECTOR DIFF (M/S) AAL47 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.9180, expected range: 0.0000 31.0265
AIREP WIND VECTOR DIFF (M/S) ETH575 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=39.7850, expected range: 0.0000 12.1025
Severe: avg_fgdepar=26.7573, expected range: -2.1951 8.6977
prof
JAPANESE WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=3072.0000, expected range: 0.0000 1428.5164
Considerable: obs_number=3072.0000, expected range: 0.0000 1428.5164
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 96163 PRESSURE LAYER 600-900 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8653, expected range: -0.8278 0.7500
Severe: rms_fgdepar=19.8214, expected range: 0.0000 11.6807
LAND PILOT WIND VECTOR DIFF (M/S) 65344 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_pge=0.8984, expected range: -0.1924 0.3421
Severe: rms_fgdepar=33.1813, expected range: 0.2405 5.6228
Severe: avg_fgdepar=33.1813, expected range: 0.2107 5.3996
synop
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 18133 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8146, expected range: 0.7454 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 18162 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=711.2023, expected range: 458.3053 1011.2756
Severely_persistent: avg_fgdepar=710.8273, expected range: 456.3983 1011.7133
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 17841 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8503, expected range: 0.7524 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 18221 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8452, expected range: 0.7540 0.7500
MANUAL LAND SYNOP RH2M (%) 42776 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=62.3411, expected range: 0.0000 149.4553
Severely_persistent: avg_fgdepar=62.3411, expected range: -71.7968 149.4553
MANUAL LAND SYNOP RH2M (%) 38915 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9910, expected range: -0.0061 0.0132
Severely_persistent: rms_fgdepar=57.4233, expected range: 0.0000 29.6234
Severely_persistent: avg_fgdepar=57.4233, expected range: -33.0448 35.1575
MANUAL LAND SYNOP RH2M (%) 42915 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=60.4662, expected range: 13.6871 80.2943
Severely_persistent: avg_fgdepar=60.4662, expected range: 13.6871 80.2943
MANUAL LAND SYNOP RH2M (%) 76040 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9966, expected range: -0.2322 0.7500
Severely_persistent: rms_fgdepar=61.5920, expected range: 0.0000 112.9533
Severely_persistent: avg_fgdepar=61.5920, expected range: -13.0144 113.8755
MANUAL LAND SYNOP Z (M) 41508 : out of range
Severe: avg_pge=0.8324, expected range: -0.6082 0.7326
MANUAL LAND SYNOP RH2M (%) 38439 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=51.3054, expected range: 0.0000 41.5033
Severe: avg_fgdepar=51.3054, expected range: -70.4490 81.0869
MANUAL LAND SYNOP RH2M (%) 76258 : out of range
Severe: avg_pge=0.9215, expected range: -0.8116 0.7500
Severe: rms_fgdepar=53.3324, expected range: 0.0000 70.4034
Severe: avg_fgdepar=53.3324, expected range: -20.7808 64.6520
MANUAL LAND SYNOP RH2M (%) 43137 : out of range
Severe: avg_pge=0.8846, expected range: -0.8259 0.7500
MANUAL LAND SYNOP RH2M (%) 42174 : out of range
Severe: avg_pge=0.8445, expected range: -0.7473 0.7500
Severe: rms_fgdepar=38.9476, expected range: 0.0000 27.8174
MANUAL LAND SYNOP RH2M (%) 42963 : out of range
Severe: avg_pge=0.9999, expected range: -1.3016 0.7500
MANUAL LAND SYNOP RH2M (%) 38613 : out of range
Severe: rms_fgdepar=55.7228, expected range: 0.0000 27.0756
Severe: avg_fgdepar=55.7228, expected range: -42.0524 27.3027
MANUAL LAND SYNOP RH2M (%) 42792 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=1.0000, expected range: -1.3586 0.7500
Severe: rms_fgdepar=61.1712, expected range: 0.0000 56.6068
Severe: avg_fgdepar=61.1712, expected range: -33.3004 64.3552
MANUAL LAND SYNOP RH2M (%) 43181 : out of range
Severe: avg_pge=0.8102, expected range: -0.4054 0.4689
MANUAL LAND SYNOP RH2M (%) 42961 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.9948, expected range: -1.5525 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43277 : out of range
Severe: avg_pge=0.8397, expected range: -0.9192 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42026 : out of range
Severe: avg_pge=0.8535, expected range: -0.7077 0.7500
Severe: rms_fgdepar=585.4473, expected range: 0.0000 288.2343
Severe: avg_fgdepar=585.4473, expected range: -106.2665 288.2343
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 76741 : out of range
Severe: rms_fgdepar=525.8972, expected range: 0.0000 99.6324
BUFR LAND SYNOP RH2M (%) 94798 : out of range
Severe: rms_fgdepar=31.6954, expected range: 0.0000 12.5620
BUFR LAND SYNOP RH2M (%) 27665 : out of range
Severe: rms_fgdepar=44.5130, expected range: 0.0000 24.3537
BUFR LAND SYNOP SURFACE PRESSURE (PA) 71615 : out of range
Severe: rms_fgdepar=358.9796, expected range: 0.0000 141.3189
BUFR LAND SYNOP SURFACE PRESSURE (PA) 27393 : out of range
Severe: avg_pge=0.8599, expected range: -0.4490 0.5473
Severe: rms_fgdepar=363.2836, expected range: 0.0000 117.6521
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48420 : out of range
Severe: rms_fgdepar=327.2181, expected range: 0.0000 146.9633
BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=154.0000, expected range: 169.0062 193.2160
Considerable: obs_number=56.0000, expected range: 59.7978 66.8689
ship
AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 46147 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8894, expected range: -0.4920 0.7500
AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 44150 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8637, expected range: 0.3843 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) WSAF : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9217, expected range: -0.8826 0.7500
Severely_persistent: rms_fgdepar=1107.8823, expected range: 0.0000 2831.2203
Severely_persistent: avg_fgdepar=-1107.8500, expected range: -4473.0563 3936.8674
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRNL8 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=572.1031, expected range: 0.0000 1098.8734
Severely_persistent: avg_fgdepar=-567.8919, expected range: -1224.0622 901.5792
BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7DQ5 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=703.1382, expected range: 37.9167 1293.9633
Severely_persistent: avg_fgdepar=-703.1382, expected range: -1293.9633 -37.9167
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA4970 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8556, expected range: -1.2596 0.7500
Severely_persistent: rms_fgdepar=580.4465, expected range: -968.3313 1323.9357
Severely_persistent: avg_fgdepar=-580.4465, expected range: -1444.3577 1281.0141
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA5189 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=729.1388, expected range: 0.0000 391.0795
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3EXI5 : out of range
Severe: rms_fgdepar=578.7785, expected range: 0.0000 525.9316
BUFR SHIP SYNOP SURFACE PRESSURE (PA) OXLT2 : out of range
Severe: avg_pge=0.9165, expected range: -1.5246 0.7500
Severe: rms_fgdepar=1041.4614, expected range: -793.1118 1051.1689
Severe: avg_fgdepar=-1041.4614, expected range: -512.9870 475.9360
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 1501747 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8721, expected range: -1.1884 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 6203582 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=567.6721, expected range: -633.0008 892.7101
DRIFTING BUOYS SURFACE PRESSURE (PA) 4601840 : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8567, expected range: -0.1728 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 5401689 : out of range
Severe: avg_pge=0.9151, expected range: -0.2266 0.2852
Severe: rms_fgdepar=610.4500, expected range: 0.0000 174.9853
Severe: avg_fgdepar=610.4500, expected range: -192.9896 168.9463
DRIFTING BUOYS SURFACE PRESSURE (PA) 4402687 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8215, expected range: -0.7003 0.7500
metar
METAR SURFACE PRESSURE (PA) FNLU : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=322.2418, expected range: 0.0000 133.6742
METAR SURFACE PRESSURE (PA) NVSS : out of range
Severe: rms_fgdepar=441.2140, expected range: 0.0000 104.1944
METAR SURFACE PRESSURE (PA) HESG : out of range
Severe: rms_fgdepar=366.1765, expected range: 0.0000 116.7130
snow
AUTOMATIC LAND SYNOP SNOW (CM) 71029 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=54.1257, expected range: 49.8475 60.2764
Severely_persistent: avg_fgdepar=-54.1257, expected range: -60.2764 -49.8475
AUTOMATIC LAND SYNOP SNOW (CM) 71576 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=51.6066, expected range: 50.0503 53.7953
Severely_persistent: avg_fgdepar=-51.6066, expected range: -53.7953 -50.0503
AUTOMATIC LAND SYNOP SNOW (CM) 71743 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=66.3042, expected range: 65.9661 73.0521
Severely_persistent: avg_fgdepar=-66.3042, expected range: -73.0521 -65.9661
AUTOMATIC LAND SYNOP SNOW (CM) 71742 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=57.1584, expected range: 37.8607 71.1149
Severely_persistent: avg_fgdepar=-57.1584, expected range: -71.1149 -37.8607
MANUAL LAND SYNOP SNOW (CM) 71816 : out of range
24 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=61.5856, expected range: 60.9424 70.1043
Severely_persistent: avg_fgdepar=-61.5856, expected range: -70.1042 -60.9425
BUFR LAND SYNOP SNOW (CM) 71816 : out of range
24 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=61.5567, expected range: 60.9033 70.1255
Severely_persistent: avg_fgdepar=-61.5567, expected range: -70.1254 -60.9034
BUFR LAND SYNOP SNOW (CM) 01091 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=97.8217, expected range: 61.5601 120.4246
Severely_persistent: avg_fgdepar=-97.7983, expected range: -120.4199 -61.5530
BUFR LAND SYNOP SNOW (CM) 01480 : out of range
26 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=57.0485, expected range: 56.1159 70.4265
Severely_persistent: avg_fgdepar=-57.0485, expected range: -70.4231 -56.1176
AUTOMATIC LAND SYNOP SNOW (CM) 71629 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=36.7427, expected range: 0.4835 2.3837
BUFR LAND SYNOP SNOW (CM) 01473 : out of range
Severe: rms_fgdepar=61.4464, expected range: 36.1701 51.2664
Severe: avg_fgdepar=-61.4464, expected range: -51.2664 -36.1701
t2m
METAR 2M TEMPERATURE (K) VYNT : out of range
8 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=12.6497, expected range: 8.6316 13.4125
Severely_persistent: avg_fgdepar=12.5350, expected range: 8.4774 13.2907
MANUAL LAND SYNOP 2M TEMPERATURE (K) 42459 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=14.9939, expected range: 0.0000 19.7439
Severe: avg_fgdepar=-14.9939, expected range: -19.7439 7.5568
METAR 2M TEMPERATURE (K) UWKS : out of range
Severe: rms_fgdepar=10.5679, expected range: 0.4098 3.8446
METAR 2M TEMPERATURE (K) OPKL : out of range
Severe: rms_fgdepar=12.0763, expected range: 3.2014 9.7234
Severe: avg_fgdepar=12.0311, expected range: 2.0333 9.6429
METAR 2M TEMPERATURE (K) KGTB : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.0037, expected range: 0.0000 4.2905
METAR 2M TEMPERATURE (K) OAKB : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.0038, expected range: 0.0000 9.7270
METAR 2M TEMPERATURE (K) SKSA : out of range
Severe: rms_fgdepar=10.3057, expected range: 0.4756 4.0811
BUFR LAND SYNOP 2M TEMPERATURE (K) 42459 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=15.0439, expected range: 0.0000 19.7939
Severe: avg_fgdepar=-15.0439, expected range: -19.7939 7.5068
BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=237.0000, expected range: 286.1778 371.9398
rh2m
MANUAL LAND SYNOP RH2M (%) 67775 : out of range
Severe: rms_fgdepar=33.5129, expected range: 0.0000 18.5442