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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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

amsua
NOAA-15 AMSUA RADIANCES CHANNEL 7 : out of range
Considerable: avg_biascorr=-0.2171, expected range: -0.1966 -0.1599
METOP-C AMSUA RADIANCES (10 channels affected) : out of range
Considerable: obs_number=8704.0000, expected range: 13075.1010 21968.7740
iasi
METOP-C IASI RADIANCES CHANNEL 3252 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1552, expected range: 0.1816 0.1982
METOP-B IASI RADIANCES CHANNEL 3509 : out of range
4 times in the last 10 days for at least one item
Severe: avg_biascorr=0.0211, expected range: 0.0507 0.0796
METOP-B IASI RADIANCES CHANNEL 3452 : out of range
4 times in the last 10 days for at least one item
Severe: avg_biascorr=0.1167, expected range: 0.1448 0.1635
METOP-B IASI RADIANCES CHANNEL 3252 : out of range
4 times in the last 10 days for at least one item
Severe: avg_biascorr=0.1374, expected range: 0.1754 0.2021
gpsro
All COSMIC2-E4 GPSRO RISING ALL HEIGHTS Global : all data missing
Severe: obs_number=0, expected range: 824.33 2846.24
Atmospheric Motion Vector
METOP-C AMV IR WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : out of range
Considerable: obs_number=294.0000, expected range: 128.6090 226.1410
resat
All NOAA-19 SBUV ALL LAYERS Global : all data missing
Severely_persistent: obs_number=0, expected range: 126.65 726.41
Radiosondes
LAND TEMP TEMPERATURE (K) 24266 PRESSURE LAYER 900-1200 (HPA) : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9073, expected range: -0.4191 0.7500
Severely_persistent: rms_fgdepar=9.4877, expected range: 0.0000 16.4870
Severely_persistent: avg_fgdepar=-9.4877, expected range: -17.7414 3.8316
LAND TEMP Q (G/KG) 17351 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.2420, expected range: 0.0000 1.0044
LAND TEMP TEMPERATURE (K) 30758 PRESSURE LAYER 900-1200 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8889, expected range: -1.2082 0.7500
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 95 : all data missing
Severe: obs_number=0, expected range: 113.66 132.01
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 63 : all data missing
Severe: obs_number=0, expected range: 33.63 203.28
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 85 : all data missing
Severe: obs_number=0, expected range: 73.04 196.21
HIGH RESO LAND TEMP TEMPERATURE (K) PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=3.4124, expected range: 0.0000 1.9149
HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: obs_number=230.0000, expected range: 274.3381 357.6619
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: obs_number=87.0000, expected range: 143.3819 175.8681
HIGH RESO LAND TEMP TEMPERATURE (K) (3 pressure layers affected) : out of range
Considerable: obs_number=184.0000, expected range: 35.8684 121.3816
HIGH RESO LAND TEMP TEMPERATURE (K) (4 pressure layers affected) : out of range
Considerable: obs_number=380.0000, expected range: 529.1371 736.8629
amdar
WIGOS AMDAR Q (G/KG) 2SIEOGBA PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=3.8650, expected range: 0.0000 1.6645
WIGOS AMDAR WIND VECTOR DIFF (M/S) CWM0JFRA PRESSURE LAYER 900-1200 (H : out of range
Severe: rms_fgdepar=20.3892, expected range: 0.0000 6.3065
WIGOS AMDAR WIND VECTOR DIFF (M/S) 5EVEOGBA PRESSURE LAYER 900-1200 (H : out of range
Severe: rms_fgdepar=15.5504, expected range: 0.0000 6.7916
WIGOS AMDAR WIND VECTOR DIFF (M/S) BPFKGBZA (2 pressure layers affecte : out of range
Severe: rms_fgdepar=16.4850, expected range: 0.9249 5.3338
WIGOS AMDAR WIND VECTOR DIFF (M/S) WZ30JGRA (2 pressure layers affecte : out of range
Severe: rms_fgdepar=15.9413, expected range: 0.0000 8.0897
WIGOS AMDAR WIND VECTOR DIFF (M/S) BE10JFJA (2 pressure layers affecte : out of range
Severe: rms_fgdepar=16.3729, expected range: 0.0000 9.0784
WIGOS AMDAR WIND VECTOR DIFF (M/S) 3MZ0GDBA (2 pressure layers affecte : out of range
Severe: rms_fgdepar=17.0042, expected range: 0.5969 6.0824
WIGOS AMDAR WIND VECTOR DIFF (M/S) PGKCZDRA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=18.0317, expected range: 0.0000 9.2858
WIGOS AMDAR WIND VECTOR DIFF (M/S) K4G0GCRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_pge=0.8733, expected range: -0.2024 0.2984
WIGOS AMDAR WIND VECTOR DIFF (M/S) K4G0GCRA (4 pressure layers affecte : out of range
Severe: rms_fgdepar=16.8545, expected range: 0.0000 10.1055
WIGOS AMDAR WIND VECTOR DIFF (M/S) V0HUNXJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.1636, expected range: 1.8123 5.3416
WIGOS AMDAR TEMPERATURE (K) I3C0JGRA (2 pressure layers affected) : out of range
Severe: rms_fgdepar=6.1646, expected range: 0.0000 2.4716
WIGOS AMDAR TEMPERATURE (K) PN3KGCBA PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_pge=0.8442, expected range: -0.0610 0.0722
WIGOS AMDAR TEMPERATURE (K) K4G0GCRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_pge=0.9195, expected range: -0.0759 0.1083
Severe: rms_fgdepar=12.8739, expected range: 0.0000 2.0873
Severe: avg_fgdepar=12.8739, expected range: -1.4914 1.5053
airep
AIREP WIND VECTOR DIFF (M/S) KLM194 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=29.2012, expected range: 0.0000 15.8948
AIREP WIND VECTOR DIFF (M/S) ACA7232 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.5486, expected range: 0.0000 16.0036
Severe: avg_fgdepar=20.0780, expected range: -1.8207 12.5910
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 07223 PRESSURE LAYER 900-1200 : out of range
Severe: avg_pge=0.8480, expected range: -0.6488 0.7500
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 02918 PRESSURE LAYER 600-900 : out of range
Severe: avg_pge=0.8682, expected range: -0.2959 0.4171
Severe: rms_fgdepar=17.3054, expected range: 0.2917 5.6807
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 07336 (2 pressure layers affe : out of range
Severe: avg_pge=0.8962, expected range: -0.5072 0.7500
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=9.2094, expected range: 2.7977 5.4269
synop
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 17926 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9342, expected range: -0.9700 0.7500
Severely_persistent: rms_fgdepar=742.4878, expected range: -944.9657 1335.4161
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=712.0502, expected range: 585.2272 915.9736
Severely_persistent: avg_fgdepar=711.7389, expected range: 586.3265 914.1361
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=0.8473, expected range: 0.6449 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 65510 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8183, expected range: 0.7227 0.7500
MANUAL LAND SYNOP RH2M (%) 42915 : out of range
21 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8426, expected range: -1.0910 0.7500
MANUAL LAND SYNOP RH2M (%) 43291 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8638, expected range: -1.3706 0.7500
AUTOMATIC LAND SYNOP RH2M (%) 41301 : out of range
Severe: avg_pge=1.0000, expected range: -0.0279 0.0406
Severe: rms_fgdepar=65.0164, expected range: 0.0000 38.8064
Severe: avg_fgdepar=65.0149, expected range: -39.5415 48.1121
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82098 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8629, expected range: -0.4012 0.7500
Severe: rms_fgdepar=361.0901, expected range: 0.0000 240.7384
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82917 : out of range
Severe: rms_fgdepar=648.3746, expected range: 517.4406 704.4198
Severe: avg_fgdepar=-648.3746, expected range: -704.4198 -517.4406
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40656 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8246, expected range: -1.7513 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42935 : out of range
Severe: avg_pge=0.8752, expected range: -1.1700 0.7500
Severe: rms_fgdepar=527.2347, expected range: 0.0000 498.8549
Severe: avg_fgdepar=527.2347, expected range: -628.7978 738.5977
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43364 : out of range
Severe: avg_pge=0.9257, expected range: -1.1945 0.7500
Severe: rms_fgdepar=796.9031, expected range: 0.0000 315.5378
Severe: avg_fgdepar=-796.9031, expected range: -319.6494 159.1566
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82753 : out of range
Severe: avg_pge=0.8769, expected range: -0.6487 0.7500
Severe: rms_fgdepar=482.6960, expected range: 0.0000 172.2080
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 87470 : out of range
Severe: rms_fgdepar=340.8105, expected range: 0.0000 162.8395
MANUAL LAND SYNOP RH2M (%) 42969 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.9528, expected range: -1.2962 0.7500
MANUAL LAND SYNOP RH2M (%) 42026 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=56.5499, expected range: 0.0000 131.7876
Severe: avg_fgdepar=56.5499, expected range: -89.6698 135.3210
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48427 : out of range
Severe: avg_pge=0.8405, expected range: -0.4137 0.5107
Severe: rms_fgdepar=373.6781, expected range: 0.0000 144.4735
BUFR LAND SYNOP SURFACE PRESSURE (PA) 94654 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8150, expected range: -0.8152 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 28593 : out of range
Severe: rms_fgdepar=349.2554, expected range: 0.0000 114.6858
BUFR LAND SYNOP SURFACE PRESSURE (PA) 94333 : out of range
Severe: rms_fgdepar=381.4748, expected range: 0.0000 110.2808
BUFR LAND SYNOP SURFACE PRESSURE (PA) 25062 : out of range
Severe: avg_pge=0.8132, expected range: -0.2361 0.2920
Severe: rms_fgdepar=333.6940, expected range: 0.0000 124.4885
BUFR LAND SYNOP RH2M (%) 71167 : out of range
Severe: rms_fgdepar=40.6108, expected range: 0.0000 19.0461
BUFR LAND SYNOP RH2M (%) 71156 : out of range
Severe: rms_fgdepar=34.6093, expected range: 0.0000 18.8587
BUFR LAND SYNOP RH2M (%) 53336 : out of range
Severe: rms_fgdepar=40.0206, expected range: 0.0000 22.2088
BUFR LAND SYNOP RH2M (%) 95895 : out of range
Severe: avg_pge=0.9864, expected range: -0.0007 0.0069
Severe: rms_fgdepar=44.4124, expected range: 0.0000 28.1577
BUFR LAND SYNOP RH2M (%) 06785 : out of range
Severe: rms_fgdepar=51.5896, expected range: 0.0000 95.4747
Severe: avg_fgdepar=-50.4691, expected range: -94.1279 31.4273
BUFR LAND SYNOP RH2M (%) 71344 : out of range
Severe: rms_fgdepar=50.1509, expected range: 0.0000 62.5067
Severe: avg_fgdepar=50.1509, expected range: -25.4550 62.5067
BUFR LAND SYNOP RH2M (%) 71492 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=43.9843, expected range: 0.0000 3.1664
ship
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRVN8 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8072, expected range: 0.4770 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) BFHM5UQ : out of range
Severe: avg_pge=0.9047, expected range: -0.9391 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) AUBE : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8908, expected range: -0.2802 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 7KCR : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8218, expected range: -0.2181 0.7500
Severe: rms_fgdepar=578.9566, expected range: 15.7336 946.0635
Severe: avg_fgdepar=578.9566, expected range: -1250.8147 1940.4072
BUFR SHIP SYNOP SURFACE PRESSURE (PA) LAZV5 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=372.0490, expected range: 0.0000 127.8986
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3FUZ4 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8109, expected range: -0.9160 0.7500
Severe: rms_fgdepar=537.3389, expected range: 0.0000 511.8049
Severe: avg_fgdepar=-537.3389, expected range: -618.1901 368.7088
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V9450 : out of range
Severe: rms_fgdepar=531.8712, expected range: 0.0000 274.4584
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 6401539 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8543, expected range: -0.9525 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 4601840 : out of range
27 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9215, expected range: 0.5815 0.7500
Severely_persistent: rms_fgdepar=682.1117, expected range: 0.0000 896.4463
Severely_persistent: avg_fgdepar=-679.4219, expected range: -895.8515 58.4200
DRIFTING BUOYS SURFACE PRESSURE (PA) 4402659 : out of range
Severe: avg_pge=0.8014, expected range: -0.7773 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 5601545 : out of range
Severe: avg_pge=0.8885, expected range: -0.3641 0.4881
Severe: rms_fgdepar=449.7213, expected range: 0.0000 127.3851
DRIFTING BUOYS SURFACE PRESSURE (PA) 5601515 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.9122, expected range: -0.9124 0.7500
Severe: rms_fgdepar=629.6105, expected range: -379.3623 510.9783
Severe: avg_fgdepar=-626.0571, expected range: -449.6826 506.7846
DRIFTING BUOYS SURFACE PRESSURE (PA) 6301571 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8789, expected range: -1.0810 0.7500
Severe: rms_fgdepar=626.3578, expected range: 0.0000 327.8217
Severe: avg_fgdepar=-594.5590, expected range: -280.0024 290.4703
metar
METAR SURFACE PRESSURE (PA) ENHV : out of range
Severe: rms_fgdepar=498.0256, expected range: 0.0000 156.8406
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=93.7525, expected range: 86.2221 100.3249
Severely_persistent: avg_fgdepar=93.7525, expected range: 86.2221 100.3249
MANUAL LAND SYNOP SNOW (CM) 30815 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=58.6455, expected range: 58.8958 68.7357
Severely_persistent: avg_fgdepar=58.6455, expected range: 58.8958 68.7357
MANUAL LAND SYNOP SNOW (CM) 28862 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=71.2394, expected range: -71.9569 134.3009
Severely_persistent: avg_fgdepar=71.2394, expected range: -83.2652 139.3510
ROCOB TEMP SNOW (CM) 63309115 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=63.7470, expected range: 43.0851 62.7114
Severely_persistent: avg_fgdepar=-63.7470, expected range: -62.7114 -43.0851
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=91.8430, expected range: 83.7480 98.4612
Severely_persistent: avg_fgdepar=91.8430, expected range: 83.7480 98.4612
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=115.2251, expected range: 99.1859 125.9125
Severely_persistent: avg_fgdepar=-115.2251, expected range: -125.9792 -99.0847
BUFR LAND SYNOP SNOW (CM) 30815 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=58.9339, expected range: 59.1819 69.0178
Severely_persistent: avg_fgdepar=58.9339, expected range: 59.1819 69.0178
BUFR LAND SYNOP SNOW (CM) 28862 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=71.2394, expected range: -71.9569 134.3009
Severely_persistent: avg_fgdepar=71.2394, expected range: -83.2652 139.3510
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=107.8790, expected range: 79.4973 116.4349
Severely_persistent: avg_fgdepar=-107.7807, expected range: -116.4295 -79.4943
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=56.6368, expected range: 53.6206 72.3597
Severely_persistent: avg_fgdepar=-56.6366, expected range: -72.3563 -53.6221
AUTOMATIC LAND SYNOP SNOW (CM) 35391 : out of range
Severe: rms_fgdepar=16.1113, expected range: 4.0654 9.0506
MANUAL LAND SYNOP SNOW (CM) 36126 : out of range
Severe: rms_fgdepar=16.9484, expected range: 0.0000 7.3323
ROCOB TEMP SNOW (CM) 64301455 : out of range
Severe: rms_fgdepar=17.3550, expected range: 0.0000 4.9676
BUFR LAND SYNOP SNOW (CM) 50727 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=23.4339, expected range: 0.0000 3.2934
BUFR LAND SYNOP SNOW (CM) 36126 : out of range
Severe: rms_fgdepar=16.9484, expected range: 0.0000 7.3323
BUFR LAND SYNOP SNOW (CM) 01192 : out of range
Severe: rms_fgdepar=53.5689, expected range: 28.2473 48.8233
Severe: avg_fgdepar=-53.5507, expected range: -48.8055 -28.2389
t2m
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=12.5978, expected range: 5.3435 21.9490
Severely_persistent: avg_fgdepar=-12.3767, expected range: -21.9027 -5.1499
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 56748 : out of range
Severe: rms_fgdepar=12.5615, expected range: 0.0000 12.7549
Severe: avg_fgdepar=12.5615, expected range: -2.5684 13.1168
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 56751 : out of range
Severe: rms_fgdepar=12.5655, expected range: 7.2038 13.4912
Severe: avg_fgdepar=12.5655, expected range: 7.2038 13.4912
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36897 : out of range
Severe: rms_fgdepar=12.0360, expected range: 0.0000 10.5435
MANUAL LAND SYNOP 2M TEMPERATURE (K) 29674 : out of range
Severe: rms_fgdepar=12.0905, expected range: 0.0000 7.2868
Severe: avg_fgdepar=-12.0905, expected range: -8.0288 7.2581
METAR 2M TEMPERATURE (K) UGMS : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=13.0587, expected range: 6.5514 14.6777
Severe: avg_fgdepar=12.9336, expected range: 6.4905 14.6075
METAR 2M TEMPERATURE (K) UNBB : out of range
Severe: rms_fgdepar=10.5976, expected range: 0.0000 4.5089
LAND TEMP 2M TEMPERATURE (K) 24908 : out of range
Severe: rms_fgdepar=12.9458, expected range: 0.0000 10.8802
Severe: avg_fgdepar=-12.9458, expected range: -12.8880 7.2958
LAND TEMP 2M TEMPERATURE (K) 30965 : out of range
Severe: rms_fgdepar=12.4000, expected range: 0.0000 10.8266
Severe: avg_fgdepar=-12.4000, expected range: -11.4509 6.1220
BUFR LAND SYNOP 2M TEMPERATURE (K) 91688 : out of range
Severe: rms_fgdepar=11.1163, expected range: 0.8293 5.9312
BUFR LAND SYNOP 2M TEMPERATURE (K) 56751 : out of range
Severe: rms_fgdepar=12.5155, expected range: 9.4446 11.8909
Severe: avg_fgdepar=12.5155, expected range: 9.4446 11.8909