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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2021-03-01 12:00

amsua
METOP-C AMSUA RADIANCES (10 channels affected) : out of range
Considerable: obs_number=1926.0000, expected range: 3073.4043 6889.8898
iasi
METOP-B IASI RADIANCES CHANNEL 3509 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0122, expected range: 0.0507 0.0784
METOP-B IASI RADIANCES CHANNEL 3452 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0974, expected range: 0.1448 0.1661
METOP-B IASI RADIANCES CHANNEL 3252 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1338, expected range: 0.1754 0.2002
METOP-C IASI RADIANCES CHANNEL 3252 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1582, expected range: 0.1816 0.1977
mwhs2
FY-3C MWHS2 ALLSKY RADIANCES (7 channels affected) : out of range
Severe: stdev_norm_fgdepar=0.8006, expected range: 0.6528 0.7334
gpsro
All COSMIC2-E4 GPSRO RISING ALL HEIGHTS Global : all data missing
Severe: obs_number=0, expected range: 824.33 2846.24
resat
All NOAA-19 SBUV ALL LAYERS Global : all data missing
Severely_persistent: obs_number=0, expected range: 125.19 714.74
Radiosondes
LAND TEMP Q (G/KG) 98444 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=5.0097, expected range: 0.0583 2.8412
LAND TEMP Q (G/KG) 91376 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=2.0285, expected range: 0.0000 0.6568
LAND TEMP WIND VECTOR DIFF (M/S) 40394 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=18.3030, expected range: 0.0000 9.3299
LAND TEMP TEMPERATURE (K) 40394 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=9.8854, expected range: 1.0374 2.7801
LAND TEMP TEMPERATURE (K) 32150 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.9128, expected range: -0.0917 0.2344
Severe: rms_fgdepar=12.3140, expected range: 0.2668 2.6032
Severe: avg_fgdepar=12.1067, expected range: -1.5681 0.4745
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 26 : all data missing
Severe: obs_number=0, expected range: 86.50 128.69
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 72235 PRESSURE LAYER 900-12 : out of range
Severe: rms_fgdepar=15.6662, expected range: 0.0000 6.3792
LAND TEMP Q (G/KG) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: rms_fgdepar=2.7637, expected range: 1.2747 2.1324
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
Considerable: obs_number=335.0000, expected range: 266.0697 283.7081
HIGH RESO LAND TEMP Q (G/KG) (2 pressure layers affected) : out of range
Considerable: obs_number=818.0000, expected range: 882.8684 968.3816
BUFR TEMP DESCENT Q (G/KG) PRESSURE LAYER 900-1200 (HPA) : out of range
Considerable: obs_number=471.0000, expected range: 0.0000 232.9863
amdar
WIGOS AMDAR Q (G/KG) PA3EOGRA PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.7039, expected range: 0.0000 1.5333
WIGOS AMDAR WIND VECTOR DIFF (M/S) HJNUISJA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=19.9009, expected range: 0.0000 8.1729
WIGOS AMDAR WIND VECTOR DIFF (M/S) 41UKJFJA (2 pressure layers affecte : out of range
Severe: rms_fgdepar=20.2051, expected range: 0.0000 7.9215
WIGOS AMDAR WIND VECTOR DIFF (M/S) 41UKJFJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=20.2051, expected range: -1.4771 7.4240
WIGOS AMDAR TEMPERATURE (K) SL0001 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_pge=0.8592, expected range: -0.0094 0.0107
Severe: rms_fgdepar=9.2225, expected range: 0.0000 1.1407
ADS-C WIND VECTOR DIFF (M/S) WYUJ0UZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=36.0612, expected range: 0.0000 12.8324
Severe: avg_fgdepar=21.6076, expected range: -3.4896 11.1744
ADS-C WIND VECTOR DIFF (M/S) 1JI1NGBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=26.4094, expected range: 0.0000 11.4614
airep
AIREP WIND VECTOR DIFF (M/S) BAW31F PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.8528, expected range: 0.0000 34.2298
AIREP WIND VECTOR DIFF (M/S) BAW242 PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=23.1516, expected range: 0.0000 8.1646
AIREP WIND VECTOR DIFF (M/S) AAL9701 PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=21.1704, expected range: 0.0000 65.2411
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 02954 PRESSURE LAYER 300-600 : out of range
Severe: avg_pge=0.8322, expected range: -0.3747 0.5159
Severe: rms_fgdepar=16.9499, expected range: 0.0000 8.6817
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=718.5818, expected range: 655.1969 853.7357
Severely_persistent: avg_fgdepar=718.2052, expected range: 655.1632 852.8518
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 17841 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8368, expected range: 0.7645 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 18221 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8555, expected range: 0.7388 0.7500
MANUAL LAND SYNOP RH2M (%) 43177 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=56.4023, expected range: 0.0000 84.0582
Severely_persistent: avg_fgdepar=56.4023, expected range: -11.6605 84.0582
MANUAL LAND SYNOP RH2M (%) 42776 : out of range
21 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9998, expected range: -1.2974 0.7500
MANUAL LAND SYNOP RH2M (%) 42915 : out of range
22 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=52.2123, expected range: 28.5356 78.0103
Severely_persistent: avg_fgdepar=52.2123, expected range: 28.5356 78.0103
MANUAL LAND SYNOP RH2M (%) 42792 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=1.0000, expected range: -1.8284 0.7500
Severely_persistent: rms_fgdepar=51.4044, expected range: 0.0000 74.9871
Severely_persistent: avg_fgdepar=51.4044, expected range: -43.9578 85.0175
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 68718 : out of range
Severe: avg_pge=0.8611, expected range: -0.8918 0.7500
Severe: rms_fgdepar=455.8392, expected range: 0.0000 134.1277
AUTOMATIC LAND SYNOP RH2M (%) 68619 : out of range
Severe: avg_pge=0.9859, expected range: 0.0013 0.0043
Severe: rms_fgdepar=55.3698, expected range: 0.0000 10.9789
Severe: avg_fgdepar=55.3698, expected range: -12.0881 15.4543
AUTOMATIC LAND SYNOP RH2M (%) 68714 : out of range
Severe: rms_fgdepar=32.0546, expected range: 0.0000 14.3537
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42639 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8729, expected range: -0.5720 0.7333
Severe: rms_fgdepar=442.0968, expected range: 0.0000 186.6807
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 41998 : out of range
Severe: avg_pge=0.8559, expected range: -1.0138 0.7500
Severe: rms_fgdepar=413.0388, expected range: 0.0000 184.9499
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43137 : out of range
Severe: avg_pge=0.8261, expected range: -0.0084 0.0096
Severe: rms_fgdepar=327.0018, expected range: 0.0000 121.3240
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83182 : out of range
Severe: avg_pge=0.8288, expected range: -1.0240 0.7500
Severe: rms_fgdepar=366.1020, expected range: 0.0000 168.9040
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 33881 : out of range
Severe: avg_pge=0.8750, expected range: -0.7128 0.7500
MANUAL LAND SYNOP RH2M (%) 42674 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.9491, expected range: -0.7184 0.7500
MANUAL LAND SYNOP RH2M (%) 43324 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.9996, expected range: -2.1332 0.7500
MANUAL LAND SYNOP RH2M (%) 42963 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=55.0839, expected range: 0.0000 74.1892
Severe: avg_fgdepar=55.0839, expected range: -24.3074 74.1892
BUFR LAND SYNOP SURFACE PRESSURE (PA) 95288 : out of range
Severe: rms_fgdepar=801.3392, expected range: 0.0000 91.6754
Severe: avg_fgdepar=-689.0891, expected range: -107.4773 76.6972
BUFR LAND SYNOP SURFACE PRESSURE (PA) 25248 : out of range
Severe: avg_pge=0.8425, expected range: -1.1632 0.7500
BUFR LAND SYNOP RH2M (%) 95317 : out of range
Severe: rms_fgdepar=30.0879, expected range: 0.0000 13.3771
BUFR LAND SYNOP RH2M (%) 81732 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.9997, expected range: -1.4804 0.7500
BUFR LAND SYNOP RH2M (%) 72521 : out of range
Severe: avg_pge=0.9295, expected range: -0.0051 0.0140
Severe: rms_fgdepar=50.0885, expected range: 0.0000 41.6006
Severe: avg_fgdepar=50.0885, expected range: -19.6511 42.7136
BUFR LAND SYNOP RH2M (%) 95740 : out of range
Severe: rms_fgdepar=38.0481, expected range: 0.0000 17.7019
BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=52.0000, expected range: 69.5362 87.2138
ship
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=0.8346, expected range: 0.2497 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) WSAF : out of range
21 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8823, expected range: -0.8527 0.7500
Severely_persistent: rms_fgdepar=739.6210, expected range: 0.0000 2653.7977
Severely_persistent: avg_fgdepar=-739.3498, expected range: -3591.6130 2433.0279
BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7DQ5 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=522.7567, expected range: 0.0000 1396.3187
Severely_persistent: avg_fgdepar=-522.7567, expected range: -1396.3187 16.3658
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 9VFV5 : out of range
Severe: avg_pge=0.9308, expected range: -0.6762 0.7500
Severe: rms_fgdepar=22.5451, expected range: 0.0000 12.5441
Severe: avg_fgdepar=22.5451, expected range: -2.8915 12.3555
BUFR SHIP SYNOP SURFACE PRESSURE (PA) BKIY : out of range
Severe: avg_pge=0.9210, expected range: -0.7967 0.7500
Severe: rms_fgdepar=1177.5970, expected range: 0.0000 349.9942
Severe: avg_fgdepar=-1177.5970, expected range: -359.1713 221.1028
BUFR SHIP SYNOP SURFACE PRESSURE (PA) J8QX8 : out of range
Severe: rms_fgdepar=508.2476, expected range: 0.0000 1020.6624
BUFR SHIP SYNOP SURFACE PRESSURE (PA) ZCDG8 : out of range
Severe: rms_fgdepar=402.7476, expected range: 0.0000 181.8168
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V8838 : out of range
Severe: avg_pge=0.8339, expected range: -0.2062 0.2326
Severe: rms_fgdepar=502.1158, expected range: 0.0000 126.4527
Severe: avg_fgdepar=-502.1158, expected range: -146.4744 182.2765
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3FMK7 : out of range
Severe: avg_pge=0.8518, expected range: -0.9901 0.7500
Severe: rms_fgdepar=692.8267, expected range: 0.0000 449.9928
Severe: avg_fgdepar=692.8267, expected range: -643.8963 606.6037
BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6UZ5 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8982, expected range: -0.7500 0.7500
Severe: rms_fgdepar=995.5644, expected range: 0.0000 305.1270
Severe: avg_fgdepar=995.5644, expected range: -312.1259 66.2445
BUFR SHIP SYNOP SURFACE PRESSURE (PA) LAZV5 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=315.1613, expected range: 0.0000 125.4443
BUFR SHIP SYNOP SURFACE PRESSURE (PA) OXVA2 : out of range
Severe: avg_pge=0.9340, expected range: -0.6293 0.7251
Severe: rms_fgdepar=1371.2540, expected range: 0.0000 151.2078
Severe: avg_fgdepar=-1371.2540, expected range: -161.5456 98.7332
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 1501749 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8975, expected range: -1.3729 0.7500
Severely_persistent: rms_fgdepar=558.3138, expected range: 0.0000 1192.1618
Severely_persistent: avg_fgdepar=-551.3338, expected range: -1150.0061 839.9369
DRIFTING BUOYS SURFACE PRESSURE (PA) 4601592 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8896, expected range: -1.1914 0.7500
Severely_persistent: rms_fgdepar=531.2842, expected range: -605.9598 843.5422
Severely_persistent: avg_fgdepar=529.1067, expected range: -865.2436 829.8950
DRIFTING BUOYS SURFACE PRESSURE (PA) 4601840 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8989, expected range: 0.5846 0.7500
Severely_persistent: rms_fgdepar=536.3212, expected range: 0.0000 926.1017
Severely_persistent: avg_fgdepar=-529.1408, expected range: -927.8046 71.8629
MOORED BUOYS WIND VECTOR DIFF (M/S) 2200190 : out of range
Severe: avg_pge=0.9145, expected range: 0.0147 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 4601797 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.9188, expected range: -0.8003 0.7500
Severe: rms_fgdepar=745.4613, expected range: 0.0000 272.1198
Severe: avg_fgdepar=-734.2937, expected range: -184.4710 285.5165
metar
METAR SURFACE PRESSURE (PA) SBPJ : out of range
Severe: rms_fgdepar=329.0943, expected range: 0.0000 149.0492
METAR SURFACE PRESSURE (PA) UBEE : out of range
Severe: rms_fgdepar=407.7890, expected range: 0.0000 143.5502
snow
AUTOMATIC LAND SYNOP SNOW (CM) 71029 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=54.0856, expected range: 50.5598 60.1604
Severely_persistent: avg_fgdepar=-54.0856, expected range: -60.1604 -50.5598
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=54.3659, expected range: 50.5817 53.3235
Severely_persistent: avg_fgdepar=-54.3659, expected range: -53.3235 -50.5817
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=71.0837, expected range: 64.2926 72.4928
Severely_persistent: avg_fgdepar=-71.0837, expected range: -72.4928 -64.2926
AUTOMATIC LAND SYNOP SNOW (CM) 71742 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=71.5346, expected range: 51.5086 65.5601
Severely_persistent: avg_fgdepar=-71.5346, expected range: -65.5601 -51.5086
MANUAL LAND SYNOP SNOW (CM) 71816 : out of range
22 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=61.3283, expected range: 58.8827 69.0005
Severely_persistent: avg_fgdepar=-61.3283, expected range: -69.0005 -58.8827
BUFR LAND SYNOP SNOW (CM) 71816 : out of range
22 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=61.2832, expected range: 58.8273 69.0175
Severely_persistent: avg_fgdepar=-61.2832, expected range: -69.0175 -58.8273
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=91.8601, expected range: 80.1419 116.0054
Severely_persistent: avg_fgdepar=-91.8601, expected range: -115.9996 -80.1388
BUFR LAND SYNOP SNOW (CM) 01480 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=53.7784, expected range: 53.0238 72.3610
Severely_persistent: avg_fgdepar=-53.7784, expected range: -72.3577 -53.0254
BUFR LAND SYNOP SNOW (CM) 01192 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=60.8153, expected range: 28.3552 49.2152
Severe: avg_fgdepar=-60.7871, expected range: -49.2005 -28.3450
BUFR LAND SYNOP SNOW (CM) 02801 : out of range
Severe: rms_fgdepar=20.7209, expected range: 0.0000 8.5536
t2m
MANUAL LAND SYNOP 2M TEMPERATURE (K) 42459 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=13.1743, expected range: 0.0000 20.9657
Severely_persistent: avg_fgdepar=-13.1743, expected range: -20.9657 5.6616
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=13.2939, expected range: 0.0000 15.5277
Severely_persistent: avg_fgdepar=-13.0738, expected range: -18.0309 10.1799
BUFR LAND SYNOP 2M TEMPERATURE (K) 42459 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=13.2243, expected range: 0.0000 21.0157
Severely_persistent: avg_fgdepar=-13.2243, expected range: -21.0157 5.6116
BUFR LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=13.3978, expected range: 0.0000 15.7362
Severely_persistent: avg_fgdepar=-13.1730, expected range: -18.1810 10.1770
BUFR LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=12.9101, expected range: 5.3435 21.9490
Severely_persistent: avg_fgdepar=-12.6947, expected range: -21.9027 -5.1499
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 68718 : out of range
Severe: rms_fgdepar=10.1876, expected range: 0.0000 3.2464
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 50353 : out of range
Severe: rms_fgdepar=12.9499, expected range: 0.0000 11.8599
Severe: avg_fgdepar=-12.9499, expected range: -13.9003 10.4270
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71221 : out of range
Severe: rms_fgdepar=11.6198, expected range: 0.1713 4.5841
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24967 : out of range
Severe: rms_fgdepar=12.5432, expected range: 0.0000 10.1536
MANUAL LAND SYNOP 2M TEMPERATURE (K) 38207 : out of range
Severe: rms_fgdepar=11.3486, expected range: 0.0000 5.2343
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24076 : out of range
Severe: rms_fgdepar=12.9410, expected range: 0.3712 14.4265
Severe: avg_fgdepar=-12.9339, expected range: -16.5037 3.3534
MANUAL LAND SYNOP 2M TEMPERATURE (K) 68614 : out of range
Severe: rms_fgdepar=12.0676, expected range: 0.0000 3.4327
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24691 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.2106, expected range: 1.2914 14.2325
Severe: avg_fgdepar=-12.1884, expected range: -14.5952 0.5084
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25700 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=13.5148, expected range: 0.0000 15.7126
Severe: avg_fgdepar=-13.5128, expected range: -17.7752 10.1762
BUFR LAND SYNOP 2M TEMPERATURE (K) 24967 : out of range
Severe: rms_fgdepar=12.5939, expected range: 0.0000 10.2709
BUFR LAND SYNOP 2M TEMPERATURE (K) 24076 : out of range
Severe: rms_fgdepar=12.9497, expected range: 0.3461 14.4849
Severe: avg_fgdepar=-12.9434, expected range: -16.5436 3.3433
BUFR LAND SYNOP 2M TEMPERATURE (K) 68926 : out of range
Severe: rms_fgdepar=12.0142, expected range: 0.0000 3.2641
Severe: avg_fgdepar=-12.0142, expected range: -3.2608 3.2593
BUFR LAND SYNOP 2M TEMPERATURE (K) 24691 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.2056, expected range: 1.3194 14.2074
Severe: avg_fgdepar=-12.1809, expected range: -14.5718 0.4876
BUFR LAND SYNOP 2M TEMPERATURE (K) 25700 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=13.5918, expected range: 0.0000 15.8137
Severe: avg_fgdepar=-13.5898, expected range: -17.8451 10.1314
rh2m
MANUAL LAND SYNOP RH2M (%) 68926 : out of range
Severe: rms_fgdepar=39.4864, expected range: 0.0000 16.4236