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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2021-10-25 12:00

iasi
METOP-B IASI RADIANCES CHANNEL 1513 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0799, expected range: -0.0936 -0.0912
METOP-B IASI RADIANCES CHANNEL 1521 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0715, expected range: -0.0956 -0.0921
METOP-C IASI RADIANCES CHANNEL 1513 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0001, expected range: -0.0153 -0.0146
cris
NOAA20 CRIS RADIANCES CHANNEL 1157 : out of range
1 times in the last 10 days for at least one item
Considerable: stdev_fgdepar=1.0729, expected range: 0.5102 0.8806
NOAA20 CRIS RADIANCES CHANNEL 1237 : out of range
1 times in the last 10 days for at least one item
Considerable: stdev_fgdepar=1.1870, expected range: 0.6229 0.9912
airs
AQUA AIRS RADIANCES CHANNEL 1104 : out of range
2 times in the last 10 days for at least one item
Considerable: avg_biascorr=0.5619, expected range: 0.4425 0.5187
atms
NOAA20 ATMS RADIANCES CHANNEL 12 : out of range
Severe: stdev_fgdepar=0.2396, expected range: 0.1853 0.2133
NPP ATMS RADIANCES CHANNEL 12 : out of range
Considerable: stdev_fgdepar=0.2623, expected range: 0.2160 0.2431
Atmospheric Motion Vector
NOAA20 VIIRS-AMV IR WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA : out of range
Severe: stdev_fgdepar=2.6206, expected range: 1.9475 2.2197
METEOSAT-11 AMV CLOUDY WV1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-6 : out of range
Considerable: obs_number=503.0000, expected range: 261.5576 381.1924
NPP VIIRS AMV IR WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Slight: avg_press=258.2667, expected range: 271.7641 281.0751
NPP VIIRS AMV IR WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : out of range
Slight: stdev_fgdepar=2.2833, expected range: 2.0111 2.1612
NOAA20 VIIRS-AMV IR WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Slight: avg_press=258.9921, expected range: 270.8902 282.8320
resat
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 1-2 (HPA) : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-0.0111, expected range: -0.0055 0.0004
Severely_persistent: stdev_fgdepar=0.0230, expected range: 0.0073 0.0113
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 640-641 (HPA) : out of range
3 times in the last 10 days for at least one item
Slight: avg_fgdepar=-0.4327, expected range: -1.3843 -0.7169
Radiosondes
LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=4.6234, expected range: 1.2533 1.8418
Severe: avg_fgdepar=-3.1253, expected range: -0.5217 0.6939
Severe: rms_fgdepar=9.7169, expected range: 0.3893 2.1615
LAND TEMP TEMPERATURE (K) 61687 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=13.0409, expected range: -33.2524 42.2444
LAND TEMP TEMPERATURE (K) 29263 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=9.6641, expected range: 0.0000 4.6852
LAND TEMP WIND VECTOR DIFF (M/S) 96471 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.0708, expected range: 3.7187 7.1056
LAND TEMP WIND VECTOR DIFF (M/S) 29263 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=16.9823, expected range: 0.0000 4.5058
Severe: avg_pge=0.9001, expected range: -0.5114 0.7500
LAND TEMP Q (G/KG) 96471 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=3.0531, expected range: 0.4890 1.7763
LAND TEMP Q (G/KG) 98753 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=3.2708, expected range: 0.2416 1.4918
LAND TEMP Q (G/KG) 83768 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_fgdepar=6.0840, expected range: -2.4958 3.6299
Severe: rms_fgdepar=6.0840, expected range: 0.0000 2.6527
HIGH RESO LAND TEMP TEMPERATURE (K) 27713 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=6.0088, expected range: 0.3969 1.9699
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 56571 PRESSURE LAYER 0-300 : out of range
Severe: rms_fgdepar=19.2856, expected range: 0.0000 4.8643
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 27713 PRESSURE LAYER 0-300 : out of range
Severe: avg_fgdepar=23.5420, expected range: -1.6355 7.4058
Severe: rms_fgdepar=23.5427, expected range: 0.0000 8.7770
Severe: avg_pge=0.8482, expected range: -0.3756 0.5655
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : missing
2 times in the last 10 days for at least one item
Severe: obs_number=0.0000, expected range: 0.0000 265.4544
HIGH RESO LAND TEMP Q (G/KG) (3 pressure layers affected) : out of range
1 times in the last 10 days for at least one item
Severe: obs_number=95.0000, expected range: 182.9187 192.6369
HIGH RESO LAND TEMP Q (G/KG) 59981 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=4.2506, expected range: 0.0000 1.6696
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
Severe: obs_number=370.0000, expected range: 454.3909 472.8591
Severe: obs_number=189.0000, expected range: 276.4495 295.3005
Severe: obs_number=809.0000, expected range: 980.9763 1017.5237
Considerable: obs_number=242.0000, expected range: 381.1450 441.8550
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 20 : all data missing
Severe: obs_number=0, expected range: 64.39 202.11
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 43 : all data missing
Severe: obs_number=0, expected range: 92.11 172.46
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 83 : all data missing
Severe: obs_number=0, expected range: 55.11 127.39
LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: obs_number=89.0000, expected range: 122.3412 155.9088
HIGH RESO LAND TEMP TEMPERATURE (K) (2 pressure layers affected) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=430.0000, expected range: 494.6099 546.1401
HIGH RESO LAND TEMP WIND 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=165.0000, expected range: 184.4535 197.5465
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=195.0000, expected range: 77.7947 117.7053
Considerable: obs_number=85.0000, expected range: 41.4358 69.3642
amdar
AMDAR WIND VECTOR DIFF (M/S) JP9ZX749 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=22.4188, expected range: -4.0843 8.3794
Severe: rms_fgdepar=22.4188, expected range: 0.0000 9.3829
AMDAR WIND VECTOR DIFF (M/S) JP9ZXXX9 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=17.9186, expected range: 0.0000 7.9411
AMDAR WIND VECTOR DIFF (M/S) 00040367 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=25.9785, expected range: 0.0000 36.0449
WIGOS AMDAR TEMPERATURE (K) MMMUNXRA (2 pressure layers affected) : out of range
Severe: rms_fgdepar=6.4510, expected range: 0.0000 2.0996
WIGOS AMDAR WIND VECTOR DIFF (M/S) T0OUITRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.7903, expected range: 0.0000 6.2016
WIGOS AMDAR WIND VECTOR DIFF (M/S) 2JOXPAZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.9265, expected range: 0.0000 6.7773
WIGOS AMDAR WIND VECTOR DIFF (M/S) OPQVJLZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.4123, expected range: 0.1093 4.6466
WIGOS AMDAR WIND VECTOR DIFF (M/S) 2IWFZEZA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=17.0248, expected range: 0.0000 7.9887
WIGOS AMDAR WIND VECTOR DIFF (M/S) N4ZGU1ZA PRESSURE LAYER 600-900 (HP : out of range
Severe: rms_fgdepar=15.4192, expected range: 0.0000 7.3312
WIGOS AMDAR WIND VECTOR DIFF (M/S) LR0XRXRA PRESSURE LAYER 900-1200 (H : out of range
Severe: rms_fgdepar=16.3956, expected range: 0.0000 6.8562
WIGOS AMDAR Q (G/KG) JOHWUUBA (2 pressure layers affected) : out of range
Severe: avg_pge=0.9694, expected range: -0.1220 0.3064
WIGOS AMDAR Q (G/KG) DVPUOFZA PRESSURE LAYER 900-1200 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8233, expected range: -1.1383 0.7500
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 261.7527
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 03253 PRESSURE LAYER 600-900 : out of range
Severe: rms_fgdepar=16.2119, expected range: 2.3775 5.9276
Severe: avg_pge=0.8722, expected range: -0.2767 0.7500
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 96471 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.4767, expected range: 2.3709 8.4839
synop
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43364 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8746, expected range: -1.1667 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48935 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8525, expected range: -1.5344 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) _MI1425D : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8389, expected range: 0.1772 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 89571 : out of range
Severe: rms_fgdepar=479.2048, expected range: 0.0000 181.5630
Severe: avg_pge=0.8409, expected range: -0.6103 0.7500
MANUAL LAND SYNOP RH2M (%) 76323 : out of range
Severe: avg_fgdepar=51.4589, expected range: -11.1201 46.0568
Severe: rms_fgdepar=51.4589, expected range: 0.0000 43.7942
Severe: avg_pge=0.9913, expected range: -0.0843 0.1380
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42131 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=585.2251, expected range: 0.0000 319.9445
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 78672 : out of range
Severe: avg_fgdepar=-621.7043, expected range: -186.7523 115.9123
Severe: rms_fgdepar=813.6551, expected range: 0.0000 181.3092
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38345 : out of range
Severe: rms_fgdepar=549.3568, expected range: 0.0000 184.5802
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42177 : out of range
Severe: avg_fgdepar=-1111.5713, expected range: -262.8838 52.5049
Severe: rms_fgdepar=1111.5713, expected range: 0.0000 262.8838
Severe: avg_pge=0.9476, expected range: -0.7812 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43309 : out of range
4 times in the last 10 days for at least one item
Severe: avg_pge=0.8650, expected range: -1.5758 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42939 : out of range
Severe: avg_fgdepar=-1067.7289, expected range: -279.1034 169.7780
Severe: rms_fgdepar=1067.7289, expected range: 0.0000 234.5176
Severe: avg_pge=0.9474, expected range: -0.7446 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82599 : out of range
Severe: rms_fgdepar=528.3762, expected range: 10.1233 49.1425
MANUAL LAND SYNOP Z (M) 63720 : out of range
Severe: avg_pge=0.9323, expected range: -0.0273 0.0653
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48025 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=439.4122, expected range: 0.0000 349.7925
Severe: avg_pge=0.8680, expected range: -1.4872 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 16138 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=444.0086, expected range: 31.4783 85.5518
Severe: avg_pge=0.8835, expected range: -0.1130 0.1430
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=134.0000, expected range: 197.7874 264.9626
Considerable: obs_number=66.0000, expected range: 152.6491 175.6009
BUFR LAND SYNOP RH2M (%) : out of range
Considerable: obs_number=479.0000, expected range: 545.1072 672.0039
Severe: obs_number=1906.0000, expected range: 2102.7224 2135.1665
ship
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) TBWUK64 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8193, expected range: -0.7932 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) V7WS6 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8852, expected range: -0.6003 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 9V5240 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8592, expected range: -0.9908 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) OUQK2 : out of range
Severe: rms_fgdepar=16.2008, expected range: 0.0000 7.1017
Severe: avg_pge=0.8856, expected range: -0.8442 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) WSC2552 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=740.4711, expected range: -319.6746 585.8668
Severe: rms_fgdepar=740.4711, expected range: 0.0000 617.3425
Severe: avg_pge=0.8716, expected range: -0.9749 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRUB3 : out of range
Severe: rms_fgdepar=717.1971, expected range: 0.0000 215.2785
BUFR SHIP SYNOP SURFACE PRESSURE (PA) D5XC5 : out of range
Severe: avg_fgdepar=-531.4481, expected range: -788.6988 -293.9842
Severe: rms_fgdepar=531.4481, expected range: 91.1657 916.0107
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HJB9 : out of range
Severe: avg_fgdepar=-524.0506, expected range: -344.2639 212.3210
Severe: rms_fgdepar=607.0751, expected range: 0.0000 301.5135
BUFR SHIP SYNOP SURFACE PRESSURE (PA) DCQN : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=1013.9966, expected range: -1234.0793 1326.2488
Severe: rms_fgdepar=1013.9966, expected range: -942.3896 1228.7409
Severe: avg_pge=0.8991, expected range: -1.2860 0.7500
buoy
MOORED BUOYS WIND VECTOR DIFF (M/S) 4600073 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9252, expected range: -0.0998 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 4701740 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-668.5027, expected range: -602.9897 720.2396
Severely_persistent: rms_fgdepar=668.5027, expected range: -529.9566 753.2241
Severely_persistent: avg_pge=0.9195, expected range: -1.2831 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 4701739 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-638.8141, expected range: -545.0710 554.9727
Severely_persistent: rms_fgdepar=643.2024, expected range: 0.0000 469.1632
Severely_persistent: avg_pge=0.9101, expected range: -1.1447 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 4402710 : out of range
Severe: rms_fgdepar=431.4038, expected range: 0.0000 135.3955
DRIFTING BUOYS SURFACE PRESSURE (PA) 4402711 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=-561.2012, expected range: -168.6638 178.3966
Severe: rms_fgdepar=563.7625, expected range: 0.0000 127.5344
Severe: avg_pge=0.8974, expected range: -0.0630 0.0801
DRIFTING BUOYS SURFACE PRESSURE (PA) 6501546 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=466.0233, expected range: 0.0000 298.9733
Severe: avg_pge=0.8730, expected range: -0.6357 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 4701738 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-598.4850, expected range: -231.5988 95.3765
Severe: rms_fgdepar=600.3218, expected range: 0.0000 227.3253
Severe: avg_pge=0.9007, expected range: -0.4760 0.7273
metar
AUTOMATIC METAR SURFACE PRESSURE (PA) KQFW : out of range
35 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-527.3077, expected range: -598.5079 -448.6933
Severely_persistent: rms_fgdepar=527.7899, expected range: 449.9700 599.6747
METAR SURFACE PRESSURE (PA) LIPF : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=426.8637, expected range: 0.0000 124.7193
snow
BUFR LAND SYNOP SNOW (CM) _MI1EDCD : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=100.0000, expected range: 97.4825 101.5234
BUFR LAND SYNOP SNOW (CM) _MI1EDCD : out of range
20 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=100.0000, expected range: 97.4826 101.5233
t2m
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-18.9202, expected range: -18.3559 -3.6042
Severely_persistent: rms_fgdepar=18.9401, expected range: 4.0596 18.1811
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24691 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.2546, expected range: -16.6796 6.4360
Severely_persistent: rms_fgdepar=15.2777, expected range: 0.0000 16.2737
METAR 2M TEMPERATURE (K) UGMS : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=13.3996, expected range: 6.6823 14.7760
Severely_persistent: rms_fgdepar=13.4048, expected range: 6.7748 14.8346
BUFR LAND SYNOP 2M TEMPERATURE (K) 24691 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.2869, expected range: -16.7168 6.3522
Severely_persistent: rms_fgdepar=15.3103, expected range: 0.0000 16.3490
BUFR LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-18.9740, expected range: -18.4501 -3.6391
Severely_persistent: rms_fgdepar=18.9939, expected range: 4.0773 18.2810
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71931 : out of range
Severe: avg_fgdepar=18.7802, expected range: -2.2648 2.2128
Severe: rms_fgdepar=18.7876, expected range: 0.0000 2.3942
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25151 : out of range
Severe: rms_fgdepar=10.0872, expected range: 0.0000 4.7535
MANUAL LAND SYNOP 2M TEMPERATURE (K) 42523 : out of range
Severe: rms_fgdepar=11.5040, expected range: 0.0000 4.9463
METAR 2M TEMPERATURE (K) SKIB : out of range
Severe: rms_fgdepar=10.3722, expected range: 0.0000 5.8387
METAR 2M TEMPERATURE (K) UHMD : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=10.7380, expected range: 0.0000 5.8440
LAND TEMP 2M TEMPERATURE (K) 04320 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=17.4322, expected range: -6.7801 8.0089
Severe: rms_fgdepar=17.4322, expected range: -3.8270 7.5457
BUFR LAND SYNOP 2M TEMPERATURE (K) 76311 : out of range
Severe: rms_fgdepar=10.5069, expected range: 0.0000 5.1719
BUFR LAND SYNOP 2M TEMPERATURE (K) 71931 : out of range
Severe: avg_fgdepar=18.7402, expected range: -2.2937 2.1469
Severe: rms_fgdepar=18.7479, expected range: 0.0000 2.4520
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) : out of range
Considerable: obs_number=87.0000, expected range: 189.2773 216.3017
BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
Considerable: obs_number=210.0000, expected range: 227.1842 261.0511
rh2m
AUTOMATIC LAND SYNOP RH2M (%) : out of range
Considerable: obs_number=84.0000, expected range: 172.1057 226.0119