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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2021-02-25 00:00

iasi
METOP-C IASI RADIANCES CHANNEL 3452 : out of range
3 times in the last 10 days for at least one item
Severe: avg_biascorr=0.1131, expected range: 0.1493 0.1944
METOP-A IASI RADIANCES CHANNEL 3452 : out of range
1 times in the last 10 days for at least one item
Considerable: avg_biascorr=0.0933, expected range: 0.1188 0.1588
METOP-C IASI RADIANCES CHANNEL 3252 : out of range
3 times in the last 10 days for at least one item
Considerable: avg_biascorr=0.1359, expected range: 0.1816 0.2558
cris
NOAA20 CRIS RADIANCES CHANNEL 1251 : out of range
2 times in the last 10 days for at least one item
Severe: avg_biascorr=0.0648, expected range: 0.0762 0.0881
Atmospheric Motion Vector
METEOSAT-8 AMV CLOUDY WV1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 : out of range
Severe: avg_press=258.4828, expected range: 222.8360 237.9501
GOES-17 AMV VIS1 WIND VECTOR DIFF (M/S) (2 pressure layers affected) : out of range
Severe: stdev_fgdepar=1.9903, expected range: 0.9530 1.2856
HIMAWARI-8 AMV IR1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 900-1200 (HPA : out of range
Considerable: obs_number=2046.0000, expected range: 1279.8817 1682.8683
GOES-16 AMV VIS1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : out of range
Slight: avg_fgdepar=1.8973, expected range: 1.3925 1.7071
Geostationary CSR
GOES-16 ABI RADIANCES CHANNEL 4 : out of range
Considerable: obs_number=50490.0000, expected range: 65828.5814 106292.4186
GOES-16 ABI RADIANCES CHANNEL 3 : out of range
Considerable: obs_number=50458.0000, expected range: 65628.3434 106201.6566
GOES-16 ABI RADIANCES CHANNEL 2 : out of range
Considerable: obs_number=50425.0000, expected range: 65590.2249 106157.2751
resat
METOP-B GOME-2 OZONE, TOP PRESSURE LAYER 12-13 (HPA) : out of range
1 times in the last 10 days for at least one item
Slight: avg_fgdepar=-3.8007, expected range: -2.4255 2.3692
Radiosondes
LAND TEMP TEMPERATURE (K) 30758 PRESSURE LAYER 900-1200 (HPA) : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8708, expected range: 0.4739 0.7500
LAND TEMP Q (G/KG) 26477 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=2.0509, expected range: 0.0000 0.8486
LAND TEMP WIND VECTOR DIFF (M/S) 29839 PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=21.3960, expected range: 0.0000 17.0626
LAND TEMP TEMPERATURE (K) 24947 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=8.1866, expected range: 0.4581 1.8524
HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: obs_number=368.0000, expected range: 270.2450 281.5050
HIGH RESO LAND TEMP TEMPERATURE (K) PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=3.0767, expected range: 0.1866 1.6654
HIGH RESO LAND TEMP TEMPERATURE (K) 51243 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: avg_pge=0.8529, expected range: -0.7627 0.7500
HIGH RESO LAND TEMP TEMPERATURE (K) 52866 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=8.0763, expected range: 0.0399 2.7339
LAND TEMP Q (G/KG) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: rms_fgdepar=1.2474, expected range: 0.0000 0.7227
LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: obs_number=113.0000, expected range: 21.7240 79.5260
HIGH RESO LAND TEMP Q (G/KG) (2 pressure layers affected) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=369.0000, expected range: 451.0366 481.7134
HIGH RESO LAND TEMP TEMPERATURE (K) (3 pressure layers affected) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=268.0000, expected range: 54.1478 192.6022
amdar
ADS-C WIND VECTOR DIFF (M/S) YCYVSMZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.2410, expected range: 0.0000 12.4782
airep
AIREP WIND VECTOR DIFF (M/S) UAL989 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.0291, expected range: 0.4911 6.9892
AIREP WIND VECTOR DIFF (M/S) UAL2798 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.1117, expected range: 0.2100 7.3426
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 10103 PRESSURE LAYER 900-1200 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9066, expected range: -0.8038 0.7500
Severely_persistent: rms_fgdepar=15.1830, expected range: 0.0000 9.5710
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 96509 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_pge=0.8095, expected range: -0.1254 0.3603
Severe: rms_fgdepar=15.8150, expected range: 0.3502 10.0851
synop
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=757.0554, expected range: 542.7886 911.9061
Severely_persistent: avg_fgdepar=757.0099, expected range: 541.7177 911.9353
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=0.8517, expected range: 0.6330 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 18210 : out of range
23 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=517.1928, expected range: 410.5396 578.1347
Severely_persistent: avg_fgdepar=516.3042, expected range: 409.3059 578.4703
MANUAL LAND SYNOP RH2M (%) 38545 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=50.3991, expected range: 0.0000 52.2741
Severely_persistent: avg_fgdepar=50.2488, expected range: -12.3830 40.1634
MANUAL LAND SYNOP RH2M (%) 43291 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=36.4495, expected range: 0.0000 20.5840
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38933 : out of range
Severe: avg_pge=0.8899, expected range: -0.5417 0.7500
Severe: rms_fgdepar=464.6495, expected range: 0.0000 279.3396
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38613 : out of range
Severe: avg_pge=0.8224, expected range: -0.4720 0.7500
Severe: rms_fgdepar=427.1002, expected range: 0.0000 324.5845
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 89611 : out of range
Severe: rms_fgdepar=308.7314, expected range: 0.0000 141.8691
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 65510 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8025, expected range: 0.7171 0.7500
MANUAL LAND SYNOP RH2M (%) 38799 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.9405, expected range: -0.0091 0.0170
Severe: rms_fgdepar=68.5673, expected range: 0.0000 30.2234
Severe: avg_fgdepar=68.4337, expected range: -16.7827 28.3271
MANUAL LAND SYNOP RH2M (%) 35198 : out of range
Severe: rms_fgdepar=35.7382, expected range: 0.0000 18.0604
Severe: rms_fgdepar=30.7935, expected range: 0.0000 16.2280
MANUAL LAND SYNOP RH2M (%) 42077 : out of range
Severe: avg_pge=0.9977, expected range: -0.0156 0.0246
Severe: rms_fgdepar=54.6527, expected range: 0.0000 32.2396
Severe: avg_fgdepar=54.6527, expected range: -14.1394 34.1021
MANUAL LAND SYNOP RH2M (%) 38616 : out of range
Severe: rms_fgdepar=51.2425, expected range: 0.0000 27.9497
Severe: avg_fgdepar=51.2425, expected range: -24.2834 36.8935
MANUAL LAND SYNOP RH2M (%) 38806 : out of range
Severe: rms_fgdepar=57.3375, expected range: 0.0000 14.3021
Severe: avg_fgdepar=56.5880, expected range: -22.8545 24.2405
MANUAL LAND SYNOP RH2M (%) 40785 : out of range
Severe: rms_fgdepar=55.8567, expected range: 0.0000 25.7101
Severe: avg_fgdepar=55.8567, expected range: -28.1739 16.3033
MANUAL LAND SYNOP RH2M (%) 38915 : out of range
Severe: avg_pge=0.9309, expected range: -0.0602 0.0786
Severe: rms_fgdepar=61.5466, expected range: 0.0000 37.2647
Severe: avg_fgdepar=61.5466, expected range: -43.0807 54.3696
MANUAL LAND SYNOP RH2M (%) 38974 : out of range
Severe: rms_fgdepar=48.5294, expected range: 0.0000 23.6408
MANUAL LAND SYNOP RH2M (%) 87582 : out of range
Severe: rms_fgdepar=33.1027, expected range: 0.0000 13.7015
BUFR LAND SYNOP SURFACE PRESSURE (PA) 13464 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8290, expected range: -0.5771 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 94654 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8820, expected range: -0.2794 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 23112 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=536.4119, expected range: 0.0000 807.2625
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48802 : out of range
4 times in the last 10 days for at least one item
Severe: avg_pge=0.8716, expected range: 0.0625 0.7500
Severe: rms_fgdepar=594.0949, expected range: 70.9835 475.7260
Severe: avg_fgdepar=586.0072, expected range: -472.9494 -70.7196
BUFR LAND SYNOP SURFACE PRESSURE (PA) 16400 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=551.5495, expected range: 0.0000 134.9425
BUFR LAND SYNOP RH2M (%) 40417 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.9924, expected range: -1.4681 0.7500
Severe: rms_fgdepar=49.7809, expected range: 0.0000 29.6258
BUFR LAND SYNOP RH2M (%) 07753 : out of range
Severe: rms_fgdepar=53.8896, expected range: 0.0000 40.5443
Severe: avg_fgdepar=53.8856, expected range: -53.1115 49.3040
BUFR LAND SYNOP RH2M (%) 94562 : out of range
Severe: avg_pge=0.9461, expected range: -0.1129 0.1365
Severe: rms_fgdepar=55.5536, expected range: 0.0000 23.5941
Severe: avg_fgdepar=-54.2081, expected range: -8.6130 7.5932
BUFR LAND SYNOP RH2M (%) 17540 : out of range
Severe: rms_fgdepar=32.0531, expected range: 0.0000 17.7835
MANUAL LAND SYNOP RH2M (%) : out of range
2 times in the last 10 days for at least one item
Considerable: avg_fgdepar=26.0408, expected range: -2.5358 14.2291
ship
BUFR SHIP SYNOP SURFACE PRESSURE (PA) ZDLP : out of range
Severe: rms_fgdepar=339.9063, expected range: 0.0000 183.8536
BUFR SHIP SYNOP SURFACE PRESSURE (PA) WSAF : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=1326.5059, expected range: 0.0000 2554.7815
Severe: avg_fgdepar=-1326.3609, expected range: -3986.6978 3816.6118
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3FPS9 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8082, expected range: -1.0319 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) EUMDE09 : out of range
Severe: avg_pge=0.8240, expected range: -0.2848 0.3959
Severe: rms_fgdepar=303.7984, expected range: 0.0000 132.4776
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V9558 : out of range
Severe: rms_fgdepar=532.0076, expected range: 0.0000 1068.7860
Severe: avg_fgdepar=532.0076, expected range: -50.1549 1064.1112
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA5377 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8095, expected range: -0.4954 0.7500
Severe: rms_fgdepar=542.4636, expected range: 0.0000 768.2765
Severe: avg_fgdepar=542.4636, expected range: -1536.7025 1687.2687
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRKQ5 : out of range
Severe: avg_pge=0.8608, expected range: -0.7278 0.7500
Severe: rms_fgdepar=744.3478, expected range: 0.0000 530.9000
Severe: avg_fgdepar=744.3478, expected range: -416.3578 214.0478
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA4970 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8391, expected range: -0.7788 0.7500
Severe: rms_fgdepar=551.4475, expected range: 0.0000 370.9810
Severe: avg_fgdepar=-551.2536, expected range: -387.2918 434.2092
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRXE9 : out of range
Severe: avg_pge=0.8853, expected range: -1.1988 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRFT7 : out of range
Severe: avg_pge=0.9532, expected range: -1.1239 0.7500
Severe: rms_fgdepar=35.1439, expected range: 0.0000 13.3714
Severe: avg_fgdepar=35.1439, expected range: -6.8404 13.4466
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRDK7 : out of range
Severe: rms_fgdepar=20.3540, expected range: 0.0000 15.0368
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 4601840 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9110, expected range: -0.2678 0.7500
Severely_persistent: rms_fgdepar=563.3185, expected range: 0.0000 821.2089
Severely_persistent: avg_fgdepar=-555.9124, expected range: -1008.8811 422.0106
DRIFTING BUOYS SURFACE PRESSURE (PA) 4401540 : out of range
Severe: avg_pge=0.8275, expected range: -0.2409 0.7500
metar
METAR SURFACE PRESSURE (PA) LICU : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=460.3612, expected range: 0.0000 99.8704
METAR SURFACE PRESSURE (PA) LIEP : out of range
Severe: rms_fgdepar=520.9895, expected range: 0.0000 86.8243
METAR SURFACE PRESSURE (PA) UMOO : out of range
Severe: rms_fgdepar=365.0144, expected range: 0.0000 190.5157
METAR SURFACE PRESSURE (PA) LGIO : out of range
Severe: rms_fgdepar=661.9376, expected range: 0.0000 161.2158
METAR SURFACE PRESSURE (PA) EGYE : out of range
Severe: rms_fgdepar=668.0409, expected range: 0.0000 131.0293
snow
MANUAL LAND SYNOP SNOW (CM) 20107 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=99.4272, expected range: 86.6004 98.1530
Severely_persistent: avg_fgdepar=99.4272, expected range: 86.6004 98.1530
MANUAL LAND SYNOP SNOW (CM) 30815 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=63.9773, expected range: 54.7601 70.2523
Severely_persistent: avg_fgdepar=63.9773, expected range: 54.7601 70.2523
ROCOB TEMP SNOW (CM) 63309115 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=55.6483, expected range: 44.9856 57.3554
Severely_persistent: avg_fgdepar=-55.6483, expected range: -57.3554 -44.9856
BUFR LAND SYNOP SNOW (CM) 20107 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=97.3612, expected range: 84.3638 95.6826
Severely_persistent: avg_fgdepar=97.3612, expected range: 84.3638 95.6826
BUFR LAND SYNOP SNOW (CM) 01036 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=112.9207, expected range: 45.9436 149.4566
Severely_persistent: avg_fgdepar=-112.9201, expected range: -149.4489 -45.8669
BUFR LAND SYNOP SNOW (CM) 30815 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=64.2720, expected range: 54.9504 70.5792
Severely_persistent: avg_fgdepar=64.2720, expected range: 54.9504 70.5792
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=106.8076, expected range: 64.2640 112.2401
Severely_persistent: avg_fgdepar=-106.8036, expected range: -112.2355 -64.2578
AUTOMATIC LAND SYNOP SNOW (CM) 28678 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=20.3530, expected range: 0.0000 8.2996
MANUAL LAND SYNOP SNOW (CM) 28748 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=17.2541, expected range: 1.3597 7.9401
MANUAL LAND SYNOP SNOW (CM) 36875 : out of range
Severe: rms_fgdepar=22.0037, expected range: 0.0000 4.3776
MANUAL LAND SYNOP SNOW (CM) 28645 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=15.0151, expected range: 0.0000 3.9192
MANUAL LAND SYNOP SNOW (CM) 28984 : out of range
Severe: rms_fgdepar=23.7664, expected range: 2.5205 10.2789
MANUAL LAND SYNOP SNOW (CM) 28873 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=19.9477, expected range: 5.7935 8.3749
MANUAL LAND SYNOP SNOW (CM) 28843 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=15.5366, expected range: 0.0000 2.7827
MANUAL LAND SYNOP SNOW (CM) 28862 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=72.2721, expected range: 0.0000 23.7208
Severe: avg_fgdepar=72.2721, expected range: -17.5201 28.6346
BUFR LAND SYNOP SNOW (CM) 01489 : out of range
Severe: rms_fgdepar=19.0837, expected range: 9.1494 14.5680
BUFR LAND SYNOP SNOW (CM) 36875 : out of range
Severe: rms_fgdepar=22.0037, expected range: 0.0000 4.3776
BUFR LAND SYNOP SNOW (CM) 28645 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=15.0151, expected range: 0.0000 3.9192
BUFR LAND SYNOP SNOW (CM) 28873 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=19.9477, expected range: 5.7935 8.3749
BUFR LAND SYNOP SNOW (CM) 28843 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=15.5366, expected range: 0.0000 2.7827
BUFR LAND SYNOP SNOW (CM) 28862 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=72.2721, expected range: 0.0000 23.7208
Severe: avg_fgdepar=72.2721, expected range: -17.5201 28.6346
t2m
METAR 2M TEMPERATURE (K) LTCB : out of range
8 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=15.4725, expected range: 4.1569 17.2822
Severely_persistent: avg_fgdepar=15.4095, expected range: 4.2116 17.0190
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 56946 : out of range
Severe: rms_fgdepar=14.1882, expected range: 1.1944 10.9848
Severe: avg_fgdepar=14.1882, expected range: 1.1944 10.9848
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 02173 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=13.0226, expected range: 0.0000 14.7017
Severe: avg_fgdepar=-12.5770, expected range: -15.1050 7.5132
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 72772 : out of range
Severe: rms_fgdepar=12.2782, expected range: 0.0000 7.0747
Severe: avg_fgdepar=12.2782, expected range: -1.9179 7.0561
METAR 2M TEMPERATURE (K) UGMS : out of range
Severe: rms_fgdepar=12.4151, expected range: 5.9806 14.8883
Severe: avg_fgdepar=12.3882, expected range: 5.9389 14.8397
METAR 2M TEMPERATURE (K) LGIO : out of range
Severe: rms_fgdepar=13.5026, expected range: 0.0000 8.7337
Severe: avg_fgdepar=13.4641, expected range: -4.7119 8.9645
BUFR LAND SYNOP 2M TEMPERATURE (K) 02173 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=13.0665, expected range: 0.0000 14.9966
Severe: avg_fgdepar=-12.6247, expected range: -15.2764 7.6551
BUFR LAND SYNOP 2M TEMPERATURE (K) 10962 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=13.6182, expected range: 0.0000 13.2433
Severe: avg_fgdepar=13.5545, expected range: -8.7870 14.8523
BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
3 times in the last 10 days for at least one item
Considerable: obs_number=6850.0000, expected range: 7508.9802 8716.1448
rh2m
MANUAL LAND SYNOP RH2M (%) 14447 : out of range
Severe: rms_fgdepar=34.3513, expected range: 0.0000 17.6147
MANUAL LAND SYNOP RH2M (%) 94511 : out of range
Severe: rms_fgdepar=32.7293, expected range: 0.0000 13.8162