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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-12-05 12:00

amsua
NOAA-18 AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.7024, expected range: 0.5450 0.6347
METOP-B AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.7061, expected range: 0.5325 0.6249
AMSUA Pacific RARS
All NOAA-18 AMSUA ALL SKY CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 725.61 803.39
All NOAA-19 AMSUA ALL SKY CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 229.12 1497.39
atms
NOAA20 ATMS RADIANCES CHANNEL 10 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.5261, expected range: -0.6760 -0.6282
gpsro
TANDEM-X GPSRO RISING HEIGHT 22-24 KM : out of range
Slight: stdev_norm_fgdepar=1.3337, expected range: 0.7376 1.2090
Atmospheric Motion Vector
All HIMAWARI-8 AMV CLOUDY WV3 ALL LAYERS Global : all data missing
Severely_persistent: obs_number=0, expected range: 256.69 867.14
AQUA MODIS CLOUDY WV WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HP : out of range
5 times in the last 10 days for at least one item
Slight: stdev_press=54.0264, expected range: 22.4151 42.7947
Radiosondes
LAND TEMP TEMPERATURE (K) 25703 PRESSURE LAYER 900-1200 (HPA) : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-9.2156, expected range: -16.7886 13.2181
Severely_persistent: rms_fgdepar=9.2527, expected range: 0.0000 15.2255
Severely_persistent: avg_pge=0.9096, expected range: -0.9628 0.7500
All HIGH RESO SEA TEMP ALL LAYERS Tropics : all data missing
Severely_persistent: obs_number=0, expected range: 41.19 149.31
All HIGH RESO SEA TEMP ALL LAYERS Alantic Tropical are : all data missing
Severely_persistent: obs_number=0, expected range: 41.19 149.31
LAND TEMP TEMPERATURE (K) 24959 PRESSURE LAYER 900-1200 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=7.5136, expected range: 0.0000 4.9732
Severe: avg_pge=0.8745, expected range: -0.4856 0.7500
LAND TEMP Q (G/KG) 68592 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=5.5357, expected range: 0.0000 2.3786
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 57461 PRESSURE LAYER 0-300 : out of range
Severe: avg_fgdepar=21.6587, expected range: 1.2396 4.3321
Severe: avg_pge=0.8491, expected range: -0.1990 0.2433
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 57461 (2 pressure layers af : out of range
Severe: rms_fgdepar=21.9438, expected range: 1.2862 4.9538
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 66 : all data missing
Severe: obs_number=0, expected range: 51.83 238.57
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 82 : all data missing
Severe: obs_number=0, expected range: 60.57 137.18
amdar
AMDAR WIND VECTOR DIFF (M/S) AEA026 PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=26.0047, expected range: -19.1656 42.5020
Severe: rms_fgdepar=26.0847, expected range: 0.0000 42.8719
Severe: avg_pge=0.8795, expected range: -1.6191 0.7500
WIGOS AMDAR WIND VECTOR DIFF (M/S) EU0530 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=18.3281, expected range: 0.0000 8.2253
ADS-C WIND VECTOR DIFF (M/S) F4JJIIZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=27.8901, expected range: 0.0000 6.7978
ADS-C WIND VECTOR DIFF (M/S) U2VTZDBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.4501, expected range: 0.0000 36.0240
ADS-C WIND VECTOR DIFF (M/S) VVL02PZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.7841, expected range: 0.0000 8.4152
ADS-C WIND VECTOR DIFF (M/S) XCGI5AJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.8977, expected range: 0.0000 17.2969
airep
AIREP WIND VECTOR DIFF (M/S) AAL35 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.5142, expected range: 0.0000 12.3347
AIREP WIND VECTOR DIFF (M/S) AAL72 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.8363, expected range: 0.0000 18.6642
AIREP WIND VECTOR DIFF (M/S) AMX025 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=22.1547, expected range: 0.0000 13.0831
AIREP WIND VECTOR DIFF (M/S) SVA845 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=20.8077, expected range: 0.0000 14.3819
AIREP WIND VECTOR DIFF (M/S) UAL26 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=21.6353, expected range: 0.0000 14.3266
AIREP WIND VECTOR DIFF (M/S) UAL417 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=22.5357, expected range: 0.0000 15.3708
AIREP WIND VECTOR DIFF (M/S) UAL60 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=16.9204, expected range: 0.0000 8.3875
synop
BUFR LAND SYNOP RH2M (%) 68408 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-50.9183, expected range: -140.9640 98.4454
Severely_persistent: rms_fgdepar=51.0241, expected range: -92.1582 137.1396
Severely_persistent: avg_pge=0.9971, expected range: -2.0492 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 24585 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=553.2853, expected range: -392.4456 1084.2115
Severely_persistent: rms_fgdepar=553.3817, expected range: 0.0000 1053.4472
BUFR LAND SYNOP SURFACE PRESSURE (PA) 81797 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=591.3062, expected range: 467.5431 740.1649
Severely_persistent: rms_fgdepar=591.3963, expected range: 467.8480 740.7221
BUFR LAND SYNOP SURFACE PRESSURE (PA) 84825 : out of range
26 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-531.1581, expected range: -608.5847 -417.0854
Severely_persistent: rms_fgdepar=531.3340, expected range: 416.8098 611.6727
AUTOMATIC LAND SYNOP RH2M (%) 17825 : out of range
Severe: rms_fgdepar=46.2217, expected range: 0.0000 25.2304
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38178 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8575, expected range: -0.9741 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 47050 : out of range
Severe: avg_pge=0.8030, expected range: -0.8474 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62062 : out of range
Severe: rms_fgdepar=558.7255, expected range: 0.0000 157.3588
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 68140 : out of range
Severe: rms_fgdepar=562.1102, expected range: 0.0000 245.7822
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83998 : out of range
Severe: rms_fgdepar=414.9642, expected range: 0.0000 141.6759
Severe: avg_pge=0.8658, expected range: -0.3028 0.3670
BUFR LAND SYNOP RH2M (%) 42771 : out of range
Severe: avg_pge=0.9002, expected range: -1.4579 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 01013 : out of range
Severe: rms_fgdepar=408.8529, expected range: 0.0000 224.7656
Severe: avg_pge=0.8446, expected range: -0.8379 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 30089 : out of range
Severe: rms_fgdepar=627.7965, expected range: 0.0000 461.1753
BUFR LAND SYNOP SURFACE PRESSURE (PA) 31300 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=604.0453, expected range: -704.5178 509.6718
Severe: rms_fgdepar=783.3876, expected range: -549.7832 804.6142
BUFR LAND SYNOP SURFACE PRESSURE (PA) 42447 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=498.6312, expected range: 0.0000 226.8916
Severe: avg_pge=0.8934, expected range: -0.1428 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 60177 : out of range
Severe: rms_fgdepar=349.1426, expected range: 0.0000 288.7263
Severe: avg_pge=0.8298, expected range: -0.5301 0.7500
ship
AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 46004 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8485, expected range: -1.0633 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) WDD2876 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=20.2105, expected range: -22.4592 53.4617
Severely_persistent: rms_fgdepar=20.2105, expected range: 0.0000 53.4487
Severely_persistent: avg_pge=0.9206, expected range: 0.2752 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6BQ8 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-855.4361, expected range: -1731.5375 1407.6626
Severely_persistent: rms_fgdepar=855.4361, expected range: -1212.1876 1759.7991
Severely_persistent: avg_pge=0.8968, expected range: -1.4146 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 3FFG7 : out of range
Severe: rms_fgdepar=19.2578, expected range: 0.0000 7.0410
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 7JLQ : out of range
Severe: rms_fgdepar=17.5214, expected range: 0.0000 7.1952
Severe: avg_pge=0.8902, expected range: -0.8804 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 7JQF : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-511.3842, expected range: -824.4253 -236.4875
Severe: rms_fgdepar=511.3842, expected range: 238.0445 823.3610
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA5714 : out of range
Severe: rms_fgdepar=709.2186, expected range: 0.0000 130.7028
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VGPY : out of range
Severe: rms_fgdepar=772.9535, expected range: 0.0000 1566.2938
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRIC6 : out of range
Severe: avg_pge=0.8038, expected range: -0.6183 0.7500
buoy
MOORED BUOYS WIND VECTOR DIFF (M/S) 4600004 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8895, expected range: -0.8196 0.7500
MOORED BUOYS SURFACE PRESSURE (PA) 2200185 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8919, expected range: -1.1508 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 2101836 : out of range
23 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=541.1404, expected range: -1449.8553 1537.0401
Severely_persistent: rms_fgdepar=585.9528, expected range: 0.0000 1097.9733
Severely_persistent: avg_pge=0.8800, expected range: -0.2669 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 6203640 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=534.8732, expected range: -886.5184 1313.3913
DRIFTING BUOYS SURFACE PRESSURE (PA) 1301603 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=319.9471, expected range: 0.0000 90.7350
DRIFTING BUOYS SURFACE PRESSURE (PA) 4401563 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=424.0875, expected range: 6.6299 112.8243
DRIFTING BUOYS SURFACE PRESSURE (PA) 4602593 : out of range
Severe: rms_fgdepar=414.5637, expected range: 0.0000 95.8702
DRIFTING BUOYS SURFACE PRESSURE (PA) 6203607 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=495.5158, expected range: 0.0000 68.5536
Severe: avg_pge=0.8872, expected range: -0.0281 0.0316
metar
METAR SURFACE PRESSURE (PA) FWCL : out of range
Severe: avg_fgdepar=639.6763, expected range: -274.1707 363.6041
Severe: rms_fgdepar=639.6763, expected range: 0.0000 317.7009
Severe: avg_pge=0.8193, expected range: -0.2290 0.2789
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=-807.2147, expected range: -829.3757 -748.9184
Severely_persistent: rms_fgdepar=807.2162, expected range: 749.0702 829.3700
BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-71.9200, expected range: -102.0406 -75.5850
Severely_persistent: rms_fgdepar=71.9536, expected range: 75.5948 102.0447
BUFR LAND SYNOP SNOW (CM) _MI1FB9B : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=62.2459, expected range: 8.3761 34.4913
Severely_persistent: rms_fgdepar=62.2652, expected range: 8.2177 34.7293
t2m
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.4389, expected range: -17.5913 -10.3043
Severely_persistent: rms_fgdepar=13.6693, expected range: 10.4932 17.6932
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25808 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.3219, expected range: -23.7757 16.8855
Severely_persistent: rms_fgdepar=15.3558, expected range: 0.0000 20.3971
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25904 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.4681, expected range: -19.7823 15.3609
Severely_persistent: rms_fgdepar=16.4762, expected range: 0.0000 15.1574
METAR 2M TEMPERATURE (K) CYDB : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-17.3092, expected range: -17.2430 12.9792
Severely_persistent: rms_fgdepar=17.3205, expected range: 0.0000 15.2877
METAR 2M TEMPERATURE (K) VYNT : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=12.1542, expected range: 2.6490 17.2161
Severely_persistent: rms_fgdepar=12.3266, expected range: 3.7993 16.7504
BUFR LAND SYNOP 2M TEMPERATURE (K) 25808 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.4078, expected range: -23.5271 16.6051
Severely_persistent: rms_fgdepar=15.4416, expected range: 0.0000 20.1864
BUFR LAND SYNOP 2M TEMPERATURE (K) 25904 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.5181, expected range: -19.8323 15.3109
Severely_persistent: rms_fgdepar=16.5261, expected range: 0.0000 15.2561
BUFR LAND SYNOP 2M TEMPERATURE (K) 80010 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=12.9154, expected range: 5.8427 19.0062
BUFR LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.4719, expected range: -17.7465 -10.3465
Severely_persistent: rms_fgdepar=13.7039, expected range: 10.5205 17.8575
BUFR LAND SYNOP 2M TEMPERATURE (K) _1701F9F : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-17.6081, expected range: -26.8474 33.2481
Severely_persistent: rms_fgdepar=17.6081, expected range: 0.0000 25.7959
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1D581 : out of range
22 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.5808, expected range: -18.8520 -7.1967
Severely_persistent: rms_fgdepar=14.7335, expected range: 7.1421 19.0858
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71001 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-17.1653, expected range: -16.1600 11.3484
Severe: rms_fgdepar=17.1688, expected range: 0.0000 14.1727
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71195 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-17.1197, expected range: -16.3496 11.2793
Severe: rms_fgdepar=17.1290, expected range: 0.0000 14.3343
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 72464 : out of range
Severe: avg_fgdepar=-13.1316, expected range: -9.0806 8.0252
Severe: rms_fgdepar=13.1316, expected range: 0.0000 8.0913
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.0179, expected range: 0.0000 16.5455
MANUAL LAND SYNOP 2M TEMPERATURE (K) 35777 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.2530, expected range: -11.4857 6.9672
Severe: rms_fgdepar=13.4953, expected range: 0.0000 10.5536
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36639 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-14.4441, expected range: -15.6058 6.6091
Severe: rms_fgdepar=14.4507, expected range: 0.0000 16.2096
MANUAL LAND SYNOP 2M TEMPERATURE (K) 63962 : out of range
Severe: rms_fgdepar=10.0866, expected range: 0.0000 3.3722
MANUAL LAND SYNOP 2M TEMPERATURE (K) 67477 : out of range
Severe: rms_fgdepar=10.1844, expected range: 0.0000 4.8687
METAR 2M TEMPERATURE (K) KTLH : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.4893, expected range: -17.1319 -5.5764
Severe: rms_fgdepar=13.4893, expected range: 5.5815 17.1343
METAR 2M TEMPERATURE (K) UHMM : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=-14.8988, expected range: -19.1587 19.3169
Severe: rms_fgdepar=14.9123, expected range: 0.0000 19.2239
BUFR LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.0810, expected range: 0.0000 16.6551
BUFR LAND SYNOP 2M TEMPERATURE (K) 35777 : out of range
Severe: avg_fgdepar=-13.3030, expected range: -11.5357 6.9172
Severe: rms_fgdepar=13.5445, expected range: 0.0000 10.6036
BUFR LAND SYNOP 2M TEMPERATURE (K) 36639 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-14.3607, expected range: -15.5330 6.4972
Severe: rms_fgdepar=14.3676, expected range: 0.0000 16.1510
BUFR LAND SYNOP 2M TEMPERATURE (K) 71001 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-16.9431, expected range: -16.1551 11.4962
Severe: rms_fgdepar=16.9533, expected range: 0.0000 14.1095
BUFR LAND SYNOP 2M TEMPERATURE (K) 71195 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-17.0647, expected range: -16.4012 11.4813
Severe: rms_fgdepar=17.0733, expected range: 0.0000 14.3966
BUFR LAND SYNOP 2M TEMPERATURE (K) _170E863 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.2993, expected range: -25.0116 24.3092
Severe: rms_fgdepar=12.5732, expected range: 0.0000 19.9067
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI176D9 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=17.9503, expected range: -4.5339 34.4172
Severe: rms_fgdepar=18.0183, expected range: 0.0728 30.8400
rh2m
AUTOMATIC LAND SYNOP RH2M (%) 11976 : out of range
Severe: rms_fgdepar=32.7556, expected range: 0.0000 13.5600
AUTOMATIC LAND SYNOP RH2M (%) 71506 : out of range
Severe: rms_fgdepar=38.9823, expected range: 0.0000 21.9574
MANUAL LAND SYNOP RH2M (%) 62012 : out of range
Severe: rms_fgdepar=34.5501, expected range: 0.0000 18.8668
BUFR LAND SYNOP RH2M (%) 71506 : out of range
Severe: rms_fgdepar=38.8169, expected range: 0.0000 21.3625