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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2021-01-15 00:00

amsua
NOAA-18 AMSUA RADIANCES CHANNEL 9 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.5215, expected range: -0.5997 -0.5832
METOP-A AMSUA RADIANCES CHANNEL 9 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.2687, expected range: 0.1852 0.1859
All AQUA AMSUA ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 8540.90 10745.77
METOP-C AMSUA RADIANCES (10 channels affected) : out of range
Considerable: obs_number=1945.0000, expected range: 3395.0459 6472.0791
cris
NPP CRIS RADIANCES CHANNEL 109 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1127, expected range: 0.1331 0.1373
NOAA20 CRIS RADIANCES (29 channels affected) : out of range
Considerable: obs_number=1702.0000, expected range: 1200.1096 1592.7140
airs
All AQUA AIRS ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 3675.38 24825.12
mhs
METOP-A MHS ALLSKY RADIANCES CHANNEL 3 : out of range
33 times in the last 10 days for at least one item
Severely_persistent: avg_norm_fgdepar=-0.0655, expected range: -0.0244 0.0288
METOP-A MHS ALLSKY RADIANCES CHANNEL 4 : out of range
31 times in the last 10 days for at least one item
Severely_persistent: avg_norm_fgdepar=-0.1685, expected range: -0.0426 0.0464
Severely_persistent: stdev_norm_fgdepar=0.4152, expected range: 0.0280 0.1765
mwhs2
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 2 : out of range
1 times in the last 10 days for at least one item
Severe: avg_norm_fgdepar=0.2221, expected range: -0.0306 0.0358
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 3 : out of range
3 times in the last 10 days for at least one item
Severe: avg_norm_fgdepar=2.5246, expected range: -0.0752 0.0598
gpsro
All COSMIC-6 GPSRO SETTING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 0.00 1254.21
All COSMIC2-E6 GPSRO RISING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 707.01 3416.09
Atmospheric Motion Vector
GOES-16 AMV CLOUDY WV3 WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HP : out of range
Considerable: obs_number=5796.0000, expected range: 3708.1137 4909.8863
Radiosondes
LAND TEMP TEMPERATURE (K) 36096 PRESSURE LAYER 900-1200 (HPA) : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8589, expected range: -1.3757 0.7500
LAND TEMP TEMPERATURE (K) 24688 PRESSURE LAYER 900-1200 (HPA) : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8756, expected range: -1.4016 0.7500
BUFR TEMP DESCENT TEMPERATURE (K) PRESSURE LAYER 900-1200 (HPA) : missing
10 times in the last 10 days for at least one item
Severely_persistent: obs_number=0.0000, expected range: 0.0000 399.9195
LAND TEMP WIND VECTOR DIFF (M/S) 23955 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.2015, expected range: 0.0000 6.8721
Severe: avg_pge=0.8204, expected range: -0.0628 0.0850
LAND TEMP Q (G/KG) 72318 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.0342, expected range: 0.0000 1.1115
HIGH RESO LAND TEMP Q (G/KG) (4 pressure layers affected) : out of range
1 times in the last 10 days for at least one item
Severe: obs_number=65.0000, expected range: 119.6111 127.9444
Severe: obs_number=196.0000, expected range: 127.7873 132.9627
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=134.0000, expected range: 64.7560 70.1012
HIGH RESO LAND TEMP Q (G/KG) 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: 62.8614 68.3386
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 85 : all data missing
Severe: obs_number=0, expected range: 46.16 205.84
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 96 : all data missing
Severe: obs_number=0, expected range: 56.54 231.46
All HIGH RESO LAND TEMP ALL LAYERS Indian Ocean Tropica : all data missing
Severe: obs_number=0, expected range: 56.54 231.46
LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: rms_fgdepar=12.5449, expected range: 0.7884 8.1251
HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: obs_number=80.0000, expected range: 88.4645 95.5355
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 02941 PRESSURE LAYER 900-1200 : out of range
Severe: rms_fgdepar=17.9279, expected range: 0.0000 10.9124
Severe: avg_pge=0.9101, expected range: -0.9961 0.7500
synop
MANUAL LAND SYNOP RH2M (%) 41560 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=55.5091, expected range: -17.2493 97.1793
Severely_persistent: rms_fgdepar=55.8104, expected range: 0.0000 92.2825
Severely_persistent: avg_pge=0.8358, expected range: -1.4805 0.7500
MANUAL LAND SYNOP RH2M (%) 65125 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9546, expected range: -1.0722 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 37801 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=740.7347, expected range: -342.6261 427.5771
Severely_persistent: rms_fgdepar=746.3257, expected range: 0.0000 336.1854
Severely_persistent: avg_pge=0.8895, expected range: -1.0189 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 31123 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8586, expected range: -0.3588 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 01440 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8637, expected range: -0.7250 0.7500
MANUAL LAND SYNOP Z (M) 38718 : out of range
Severe: avg_pge=0.9592, expected range: -1.1624 0.7500
MANUAL LAND SYNOP Z (M) 38869 : out of range
Severe: avg_pge=0.9625, expected range: -0.0047 0.0066
MANUAL LAND SYNOP RH2M (%) 42662 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=32.4529, expected range: 0.0000 14.9816
MANUAL LAND SYNOP RH2M (%) 87506 : out of range
Severe: rms_fgdepar=39.8416, expected range: 0.0000 18.7718
MANUAL LAND SYNOP RH2M (%) 40718 : out of range
Severe: rms_fgdepar=48.2505, expected range: 0.0000 30.4307
Severe: avg_pge=0.9595, expected range: -0.0230 0.0336
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 47061 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=538.8257, expected range: -255.8043 344.2851
Severe: rms_fgdepar=556.1200, expected range: 0.0000 441.5666
Severe: avg_pge=0.8613, expected range: -0.5050 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 47022 : out of range
Severe: avg_fgdepar=502.6510, expected range: -393.1580 483.5217
Severe: rms_fgdepar=514.7640, expected range: 0.0000 395.1529
Severe: avg_pge=0.8353, expected range: -0.6331 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38613 : out of range
Severe: rms_fgdepar=553.9427, expected range: 4.3436 409.4501
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42045 : out of range
Severe: rms_fgdepar=546.9112, expected range: 0.0000 225.5281
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40766 : out of range
Severe: rms_fgdepar=346.1867, expected range: 0.0000 178.2462
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 17096 : out of range
Severe: rms_fgdepar=554.6866, expected range: 0.0000 183.9458
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42948 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8079, expected range: -1.0066 0.7500
BUFR LAND SYNOP RH2M (%) 94650 : out of range
Severe: rms_fgdepar=32.7046, expected range: 2.5155 14.9385
BUFR LAND SYNOP RH2M (%) 94633 : out of range
Severe: avg_pge=0.9959, expected range: -1.2325 0.7500
BUFR LAND SYNOP RH2M (%) 94444 : out of range
Severe: avg_fgdepar=53.9721, expected range: -7.5548 16.7752
Severe: rms_fgdepar=53.9721, expected range: 0.0000 17.4514
Severe: avg_pge=0.9945, expected range: -0.0005 0.0072
BUFR LAND SYNOP RH2M (%) 94654 : out of range
Severe: rms_fgdepar=30.8959, expected range: 0.0000 13.6346
BUFR LAND SYNOP RH2M (%) 15265 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=30.6871, expected range: 0.0000 15.3225
BUFR LAND SYNOP RH2M (%) 10126 : out of range
Severe: rms_fgdepar=33.4638, expected range: 0.0000 17.4226
BUFR LAND SYNOP RH2M (%) 15419 : out of range
Severe: rms_fgdepar=31.2994, expected range: 0.4815 9.2898
BUFR LAND SYNOP SURFACE PRESSURE (PA) 71111 : out of range
Severe: rms_fgdepar=435.1553, expected range: 0.0000 145.8682
BUFR LAND SYNOP SURFACE PRESSURE (PA) 33634 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=-778.7196, expected range: -352.7786 359.0781
Severe: rms_fgdepar=786.8868, expected range: 0.0000 354.8568
Severe: avg_pge=0.9293, expected range: -0.5924 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 56167 : out of range
Severe: avg_pge=0.8194, expected range: -0.5489 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 61277 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=566.5658, expected range: 0.0000 83.0324
MANUAL LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: rms_fgdepar=159.1225, expected range: 77.6882 129.9649
ship
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VROO4 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=515.0430, expected range: -1182.0774 1688.1387
Severely_persistent: rms_fgdepar=524.0791, expected range: 0.0000 1885.7989
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRTO7 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=596.2253, expected range: 271.2950 978.2615
Severely_persistent: rms_fgdepar=596.2253, expected range: 271.0526 978.6206
BUFR SHIP SYNOP SURFACE PRESSURE (PA) OXRX2 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=337.4506, expected range: 0.0000 141.7665
BUFR SHIP SYNOP SURFACE PRESSURE (PA) J8QX8 : out of range
Severe: rms_fgdepar=324.6966, expected range: 0.0000 167.3825
BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7NQ9 : out of range
Severe: avg_fgdepar=510.9445, expected range: -332.3635 300.8541
Severe: rms_fgdepar=510.9445, expected range: 0.0000 288.0150
BUFR SHIP SYNOP SURFACE PRESSURE (PA) KRAU : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=513.6274, expected range: 197.0095 756.6143
Severe: rms_fgdepar=513.6274, expected range: 196.9932 756.7539
BUFR SHIP SYNOP SURFACE PRESSURE (PA) J8NX : out of range
Severe: avg_fgdepar=-662.0300, expected range: -564.8625 257.1799
Severe: rms_fgdepar=662.0300, expected range: 0.0000 716.3669
Severe: avg_pge=0.8602, expected range: -0.6893 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) ZDNC7 : out of range
Severe: avg_fgdepar=22.4447, expected range: -5.0808 13.8151
Severe: rms_fgdepar=22.4447, expected range: 0.0000 13.8302
Severe: avg_pge=0.9274, expected range: -0.5581 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) V7QJ9 : out of range
Severe: avg_pge=0.9147, expected range: 0.4316 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) WFLH : out of range
Severe: rms_fgdepar=18.4002, expected range: 0.0000 8.4769
Severe: avg_pge=0.9033, expected range: -1.0087 0.7500
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 1301608 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=822.3064, expected range: -544.6192 417.6813
Severely_persistent: rms_fgdepar=822.3064, expected range: -665.0318 980.1909
Severely_persistent: avg_pge=0.9302, expected range: -1.5593 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 1401768 : out of range
Severe: rms_fgdepar=442.9198, expected range: 0.0000 338.8594
Severe: avg_pge=0.8743, expected range: -0.8857 0.7500
metar
METAR SURFACE PRESSURE (PA) PAKT : out of range
Severe: rms_fgdepar=300.4036, expected range: 0.0000 113.6436
snow
MANUAL LAND SYNOP SNOW (CM) 30815 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=55.8423, expected range: 50.2873 57.4455
Severely_persistent: rms_fgdepar=55.8423, expected range: 50.2873 57.4455
MANUAL LAND SYNOP SNOW (CM) 71816 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-61.0851, expected range: -74.9675 -31.9101
Severely_persistent: rms_fgdepar=61.0851, expected range: 31.8926 75.0032
MANUAL LAND SYNOP SNOW (CM) 20107 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=81.3054, expected range: 47.5970 104.2260
Severely_persistent: rms_fgdepar=81.3054, expected range: 47.5970 104.2260
MANUAL LAND SYNOP SNOW (CM) 14009 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=56.6055, expected range: 44.5600 90.2773
Severely_persistent: rms_fgdepar=56.6055, expected range: 44.5600 90.2773
BUFR LAND SYNOP SNOW (CM) 47050 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=98.8757, expected range: 99.2488 100.5421
Severely_persistent: rms_fgdepar=98.8760, expected range: 99.2490 100.5421
BUFR LAND SYNOP SNOW (CM) 01091 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-70.5450, expected range: -68.9681 -64.3964
Severely_persistent: rms_fgdepar=70.5455, expected range: 64.3967 68.9684
BUFR LAND SYNOP SNOW (CM) 47052 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=98.4234, expected range: -87.0161 194.1471
Severely_persistent: rms_fgdepar=98.4234, expected range: 0.0000 197.6741
BUFR LAND SYNOP SNOW (CM) 30815 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=56.0024, expected range: 50.4131 57.5954
Severely_persistent: rms_fgdepar=56.0024, expected range: 50.4131 57.5954
BUFR LAND SYNOP SNOW (CM) 01036 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-91.1501, expected range: -82.6660 -77.7180
Severely_persistent: rms_fgdepar=91.1501, expected range: 77.7194 82.6673
BUFR LAND SYNOP SNOW (CM) 20107 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=79.3415, expected range: 45.9894 101.9561
Severely_persistent: rms_fgdepar=79.3415, expected range: 45.9894 101.9561
BUFR LAND SYNOP SNOW (CM) 14009 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=56.6055, expected range: -32.0776 147.5322
Severely_persistent: rms_fgdepar=56.6055, expected range: 32.9872 96.6152
AUTOMATIC LAND SYNOP SNOW (CM) 11301 : out of range
Severe: rms_fgdepar=20.8601, expected range: 1.4904 5.5025
MANUAL LAND SYNOP SNOW (CM) 12690 : out of range
Severe: rms_fgdepar=16.6734, expected range: 0.0000 5.4915
MANUAL LAND SYNOP SNOW (CM) 12495 : out of range
Severe: avg_fgdepar=92.0597, expected range: -2.8559 4.2616
Severe: rms_fgdepar=92.0597, expected range: -2.7567 3.9912
MANUAL LAND SYNOP SNOW (CM) 11116 : out of range
Severe: rms_fgdepar=37.7590, expected range: 0.0000 9.8158
MANUAL LAND SYNOP SNOW (CM) 29059 : out of range
Severe: rms_fgdepar=34.4096, expected range: 0.0000 1.1100
BUFR LAND SYNOP SNOW (CM) 47022 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=96.8034, expected range: 96.3043 98.3360
Severe: rms_fgdepar=96.8048, expected range: 96.3048 98.3357
BUFR LAND SYNOP SNOW (CM) 06652 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=-51.0594, expected range: -16.1177 1.5075
Severe: rms_fgdepar=51.0594, expected range: 0.0000 16.1177
BUFR LAND SYNOP SNOW (CM) 47067 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=99.3158, expected range: 98.6722 99.4192
Severe: rms_fgdepar=99.3158, expected range: 98.6722 99.4195
BUFR LAND SYNOP SNOW (CM) 06638 : out of range
Severe: rms_fgdepar=20.5617, expected range: 0.2212 3.5355
t2m
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.7810, expected range: -23.7650 -2.4456
Severely_persistent: rms_fgdepar=12.7810, expected range: 2.4456 23.7650
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.9698, expected range: -23.3124 -3.7200
Severely_persistent: rms_fgdepar=14.3570, expected range: 4.0997 23.1783
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36639 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.4646, expected range: -18.9189 4.9916
Severely_persistent: rms_fgdepar=12.8634, expected range: 0.0000 19.5854
METAR 2M TEMPERATURE (K) PAEI : out of range
10 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=14.0471, expected range: 0.0000 19.6629
METAR 2M TEMPERATURE (K) VECX : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.1588, expected range: -16.9255 -0.9587
Severely_persistent: rms_fgdepar=16.5804, expected range: 1.7606 17.0176
BUFR LAND SYNOP 2M TEMPERATURE (K) 01250 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.6866, expected range: -22.8083 7.3215
Severely_persistent: rms_fgdepar=13.6939, expected range: 0.0000 19.8442
BUFR LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
25 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.0887, expected range: -24.6939 -0.6305
Severely_persistent: rms_fgdepar=12.3642, expected range: 1.1158 24.5643
BUFR LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.0198, expected range: -23.3624 -3.7700
Severely_persistent: rms_fgdepar=14.4057, expected range: 4.1479 23.2290
BUFR LAND SYNOP 2M TEMPERATURE (K) 36639 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.4430, expected range: -18.7282 4.8864
Severely_persistent: rms_fgdepar=12.8625, expected range: 0.0000 19.4955
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 55773 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=10.1639, expected range: 0.0000 4.2857
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 57279 : out of range
Severe: avg_fgdepar=12.0319, expected range: -0.3628 12.5965
Severe: rms_fgdepar=12.0319, expected range: 0.0000 12.5965
MANUAL LAND SYNOP 2M TEMPERATURE (K) 22541 : out of range
Severe: avg_fgdepar=-12.1633, expected range: -6.3219 2.3302
Severe: rms_fgdepar=12.2055, expected range: 0.0000 5.7414
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36666 : out of range
Severe: avg_fgdepar=-13.8063, expected range: -15.1392 1.0103
Severe: rms_fgdepar=14.0279, expected range: 0.0000 15.2690
MANUAL LAND SYNOP 2M TEMPERATURE (K) 29937 : out of range
Severe: rms_fgdepar=10.0788, expected range: 0.0000 5.3603
METAR 2M TEMPERATURE (K) ENSD : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=16.4686, expected range: -3.5644 11.7601
Severe: rms_fgdepar=16.4748, expected range: 0.0000 11.5875
METAR 2M TEMPERATURE (K) HUEN : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=11.4091, expected range: 0.0000 4.0979
METAR 2M TEMPERATURE (K) OPRT : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.2130, expected range: -14.5293 8.8283
Severe: rms_fgdepar=12.2232, expected range: 1.5105 8.0362
METAR 2M TEMPERATURE (K) KRIV : out of range
Severe: avg_fgdepar=-14.6808, expected range: -6.5565 8.0931
Severe: rms_fgdepar=14.6808, expected range: 0.0000 6.9509
LAND TEMP 2M TEMPERATURE (K) 04270 : out of range
Severe: avg_fgdepar=12.2039, expected range: -2.4879 8.7823
Severe: rms_fgdepar=12.2039, expected range: 0.0000 7.7444
BUFR LAND SYNOP 2M TEMPERATURE (K) 01320 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=16.5589, expected range: -2.8934 10.5824
Severe: rms_fgdepar=16.5638, expected range: 0.0000 10.4982
BUFR LAND SYNOP 2M TEMPERATURE (K) 01321 : out of range
Severe: rms_fgdepar=11.3775, expected range: 0.0735 6.2415
BUFR LAND SYNOP 2M TEMPERATURE (K) 22541 : out of range
Severe: avg_fgdepar=-12.3579, expected range: -6.4940 2.2187
Severe: rms_fgdepar=12.3979, expected range: 0.0000 6.0395
BUFR LAND SYNOP 2M TEMPERATURE (K) 02722 : out of range
Severe: rms_fgdepar=10.4849, expected range: 0.0000 4.5275
BUFR LAND SYNOP 2M TEMPERATURE (K) 01352 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.9625, expected range: -16.5193 9.7086
Severe: rms_fgdepar=13.1188, expected range: 0.0000 16.0248
BUFR LAND SYNOP 2M TEMPERATURE (K) 36666 : out of range
Severe: avg_fgdepar=-13.8563, expected range: -15.1892 0.9603
Severe: rms_fgdepar=14.0771, expected range: 0.0000 15.3200