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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2021-02-26 00:00

iasi
METOP-A IASI RADIANCES CHANNEL 3452 : out of range
2 times in the last 10 days for at least one item
Severe: avg_biascorr=0.0884, expected range: 0.1188 0.1537
METOP-A IASI RADIANCES CHANNEL 3509 : out of range
2 times in the last 10 days for at least one item
Considerable: avg_biascorr=0.0007, expected range: 0.0273 0.0791
cris
NOAA20 CRIS RADIANCES CHANNEL 1251 : out of range
4 times in the last 10 days for at least one item
Severe: avg_biascorr=0.0608, expected range: 0.0762 0.0877
NOAA20 CRIS RADIANCES CHANNEL 1157 : out of range
4 times in the last 10 days for at least one item
Considerable: avg_biascorr=0.2421, expected range: 0.2589 0.2866
mwhs2
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 15 : out of range
Considerable: obs_number=23818.0000, expected range: 25386.8180 29177.3070
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 14 : out of range
Considerable: obs_number=28248.0000, expected range: 30042.6093 34487.5157
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 7 : out of range
Considerable: obs_number=24028.0000, expected range: 25427.4010 30434.4740
gpsro
COSMIC2-E1 GPSRO SETTING HEIGHT 8-10 KM : out of range
Slight: avg_norm_fgdepar=0.1513, expected range: -0.1088 0.0867
resat
All NOAA-19 SBUV ALL LAYERS Global : all data missing
Severe: obs_number=0, expected range: 145.81 733.33
AURA OMI OZONE, TOP PRESSURE LAYER 12-13 (HPA) : out of range
Considerable: avg_biascorr=-2.7051, expected range: -6.1301 -3.9511
Radiosondes
LAND TEMP TEMPERATURE (K) 24266 PRESSURE LAYER 900-1200 (HPA) : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8922, expected range: -0.1603 0.7500
Severely_persistent: rms_fgdepar=9.4721, expected range: 0.0000 16.8195
Severely_persistent: avg_fgdepar=-9.1626, expected range: -17.5236 3.6733
All LAND TEMP ALL LAYERS WMO BLOCK 76 : all data missing
Severe: obs_number=0, expected range: 0.00 340.20
LAND TEMP WIND VECTOR DIFF (M/S) 30054 PRESSURE LAYER 300-600 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=18.2623, expected range: 0.0000 4.3927
LAND TEMP WIND VECTOR DIFF (M/S) 30309 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.4855, expected range: 0.8783 5.9807
LAND TEMP WIND VECTOR DIFF (M/S) 40875 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_pge=0.8248, expected range: -0.5206 0.7500
Severe: rms_fgdepar=23.8257, expected range: 2.2016 7.9414
Severe: avg_fgdepar=22.3080, expected range: 1.7715 7.5213
LAND TEMP TEMPERATURE (K) 98223 PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=8.9795, expected range: 1.0852 5.0085
HIGH RESO LAND TEMP Q (G/KG) (3 pressure layers affected) : out of range
Considerable: obs_number=368.0000, expected range: 451.2273 480.9949
HIGH RESO LAND TEMP TEMPERATURE (K) PRESSURE LAYER 900-1200 (HPA) : out of range
Considerable: obs_number=51.0000, expected range: 62.4048 79.0952
amdar
WIGOS AMDAR WIND VECTOR DIFF (M/S) NXFGUUBA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=17.1407, expected range: 0.0000 6.7933
ADS-C WIND VECTOR DIFF (M/S) 4ICIELZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.6680, expected range: 0.0000 9.8195
ADS-C WIND VECTOR DIFF (M/S) WN5UC5RA PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=21.7551, expected range: -28.0094 40.9201
Severe: avg_fgdepar=21.7551, expected range: -29.2351 41.3248
airep
AIREP WIND VECTOR DIFF (M/S) ETH500 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.0617, expected range: 0.0000 26.1063
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 12151 PRESSURE LAYER 600-900 : out of range
Severe: avg_pge=0.9036, expected range: -1.0372 0.7500
Severe: rms_fgdepar=17.5537, expected range: 0.0000 10.3074
JAPANESE WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : out of range
Considerable: obs_number=3308.0000, expected range: 0.0000 776.9729
Considerable: obs_number=3308.0000, expected range: 0.0000 776.9729
synop
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 18198 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8052, expected range: 0.6475 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 17926 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9214, expected range: -1.2529 0.7500
Severely_persistent: rms_fgdepar=653.7756, expected range: -1362.1407 2027.1165
Severely_persistent: avg_fgdepar=-572.2537, expected range: -2347.8486 1872.4904
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 18133 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8152, expected range: -0.5603 0.7500
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=715.2800, expected range: 539.4975 932.1045
Severely_persistent: avg_fgdepar=715.1015, expected range: 539.1920 931.0281
MANUAL LAND SYNOP RH2M (%) 38915 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=57.2197, expected range: 0.0000 35.5315
Severely_persistent: avg_fgdepar=57.2197, expected range: -50.5250 58.0686
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42249 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8329, expected range: -0.8159 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42367 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8281, expected range: -1.3195 0.7500
Severely_persistent: rms_fgdepar=327.4723, expected range: 0.0000 207.1406
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48416 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8826, expected range: -1.2566 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48802 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8444, expected range: -0.1071 0.7500
MANUAL LAND SYNOP RH2M (%) 38799 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=63.2444, expected range: 0.0000 36.1932
Severe: avg_fgdepar=63.2382, expected range: -21.4425 36.6331
MANUAL LAND SYNOP RH2M (%) 38439 : out of range
Severe: rms_fgdepar=52.5880, expected range: 0.0000 34.3022
MANUAL LAND SYNOP RH2M (%) 42709 : out of range
Severe: avg_pge=0.8278, expected range: -0.1085 0.1585
MANUAL LAND SYNOP RH2M (%) 40708 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8763, expected range: -0.0438 0.0608
Severe: rms_fgdepar=58.3709, expected range: 0.0000 43.9948
Severe: avg_fgdepar=58.3709, expected range: -16.9904 47.9690
MANUAL LAND SYNOP RH2M (%) 38696 : out of range
Severe: rms_fgdepar=50.9051, expected range: 0.0000 30.4457
Severe: avg_fgdepar=50.1626, expected range: -30.4998 32.1267
MANUAL LAND SYNOP RH2M (%) 38806 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=50.8438, expected range: 0.0000 18.8234
MANUAL LAND SYNOP RH2M (%) 38895 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=46.0935, expected range: 0.0000 24.5185
MANUAL LAND SYNOP RH2M (%) 38974 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=52.5523, expected range: 0.0000 36.0320
Severe: avg_fgdepar=52.5523, expected range: -24.0541 29.6291
MANUAL LAND SYNOP RH2M (%) 38583 : out of range
Severe: rms_fgdepar=42.2545, expected range: 0.0000 21.5617
MANUAL LAND SYNOP RH2M (%) 38343 : out of range
Severe: rms_fgdepar=50.6470, expected range: 0.0000 61.5679
MANUAL LAND SYNOP RH2M (%) 95813 : out of range
Severe: rms_fgdepar=37.8137, expected range: 0.0000 18.2219
MANUAL LAND SYNOP RH2M (%) 38222 : out of range
Severe: rms_fgdepar=58.1701, expected range: 0.0000 64.3184
Severe: avg_fgdepar=58.1584, expected range: -32.2491 67.4026
MANUAL LAND SYNOP RH2M (%) 38812 : out of range
Severe: rms_fgdepar=50.8538, expected range: 0.0000 27.4439
MANUAL LAND SYNOP RH2M (%) 38201 : out of range
Severe: rms_fgdepar=59.8699, expected range: 0.0000 44.8502
Severe: avg_fgdepar=59.8695, expected range: -30.3810 50.0950
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42468 : out of range
Severe: avg_pge=0.8295, expected range: -0.9768 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38008 : out of range
Severe: avg_pge=0.8646, expected range: -0.8295 0.7500
Severe: rms_fgdepar=527.0696, expected range: 0.0000 283.0475
Severe: avg_fgdepar=502.9102, expected range: -168.5052 249.2016
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42587 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8367, expected range: -0.1936 0.4874
Severe: rms_fgdepar=382.2371, expected range: 0.0000 148.0207
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82676 : out of range
Severe: avg_pge=0.8498, expected range: -1.1979 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 60360 : out of range
Severe: rms_fgdepar=584.7061, expected range: 0.0000 135.9272
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42450 : out of range
Severe: avg_pge=0.8420, expected range: -0.0602 0.7500
Severe: rms_fgdepar=350.0661, expected range: 5.9582 216.5137
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 65510 : out of range
4 times in the last 10 days for at least one item
Severe: avg_pge=0.8120, expected range: 0.7200 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 86210 : out of range
Severe: avg_pge=0.8416, expected range: 0.1240 0.7500
BUFR LAND SYNOP RH2M (%) 27643 : out of range
Severe: rms_fgdepar=32.2207, expected range: 0.0000 12.4479
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48019 : out of range
Severe: avg_pge=0.8456, expected range: -0.5904 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 29374 : out of range
Severe: rms_fgdepar=523.2929, expected range: 0.0000 120.7196
BUFR LAND SYNOP SURFACE PRESSURE (PA) 23174 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=432.1232, expected range: 0.0000 133.6726
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=0.8474, expected range: -0.7624 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 59211 : out of range
Severe: rms_fgdepar=398.0007, expected range: 0.0000 67.3025
MANUAL LAND SYNOP RH2M (%) : out of range
4 times in the last 10 days for at least one item
Considerable: avg_fgdepar=29.5034, expected range: -3.8941 17.2110
BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=51.0000, expected range: 60.9354 65.5646
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=0.8924, expected range: 0.3738 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) WSAF : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9255, expected range: -0.9342 0.7500
Severely_persistent: rms_fgdepar=1240.0170, expected range: 0.0000 2716.7574
Severely_persistent: avg_fgdepar=-1239.6509, expected range: -4245.8290 3886.0179
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA4970 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8603, expected range: -1.1174 0.7500
Severely_persistent: rms_fgdepar=603.3894, expected range: -910.4941 1212.7206
Severely_persistent: avg_fgdepar=-603.3882, expected range: -1291.2757 1195.0153
AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 46147 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8973, expected range: -0.3939 0.7500
Severe: rms_fgdepar=16.1413, expected range: 0.0000 6.0488
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 7KBT : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=579.0427, expected range: 0.0000 447.5270
BUFR SHIP SYNOP SURFACE PRESSURE (PA) TFEA : out of range
Severe: avg_pge=0.8983, expected range: -0.5243 0.6105
Severe: rms_fgdepar=967.0145, expected range: 0.0000 201.4971
Severe: avg_fgdepar=967.0145, expected range: -263.5802 242.4047
BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6SD9 : out of range
Severe: rms_fgdepar=406.2988, expected range: 0.0000 191.4905
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRRP7 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8120, expected range: -0.6052 0.7500
Severe: rms_fgdepar=517.5648, expected range: 0.0000 925.1327
Severe: avg_fgdepar=-517.5648, expected range: -914.9930 459.1220
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRKE9 : out of range
Severe: avg_pge=0.9336, expected range: -0.1471 0.7500
Severe: rms_fgdepar=24.5845, expected range: 0.0000 13.4029
Severe: avg_fgdepar=24.5845, expected range: -3.3794 13.1319
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) ZDNC7 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8940, expected range: -0.1228 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 9V9763 : out of range
Severe: avg_pge=0.8703, expected range: -0.7371 0.7500
Severe: rms_fgdepar=15.9058, expected range: 0.0000 7.5803
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 1501749 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8949, expected range: -1.5339 0.7500
Severely_persistent: rms_fgdepar=556.0728, expected range: -639.2721 947.6123
Severely_persistent: avg_fgdepar=-542.4347, expected range: -430.9135 356.2284
DRIFTING BUOYS SURFACE PRESSURE (PA) 1501747 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8976, expected range: -1.1884 0.7500
Severely_persistent: rms_fgdepar=594.2187, expected range: -413.4025 598.0705
Severely_persistent: avg_fgdepar=593.6417, expected range: -624.1574 618.0820
DRIFTING BUOYS SURFACE PRESSURE (PA) 4402687 : out of range
Severe: avg_pge=0.8809, expected range: -0.7049 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 4401540 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8372, expected range: -0.2014 0.7500
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=96.3341, expected range: 85.7988 99.5777
Severely_persistent: avg_fgdepar=96.3341, expected range: 85.7988 99.5777
MANUAL LAND SYNOP SNOW (CM) 71816 : out of range
24 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=61.4512, expected range: 60.9424 70.1043
Severely_persistent: avg_fgdepar=-61.4509, expected range: -70.1042 -60.9425
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=62.2012, expected range: 55.5459 70.9732
Severely_persistent: avg_fgdepar=62.2012, expected range: 55.5459 70.9732
ROCOB TEMP SNOW (CM) 63309115 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=60.4647, expected range: 44.9972 57.2459
Severely_persistent: avg_fgdepar=-60.4647, expected range: -57.2459 -44.9972
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=94.3022, expected range: 83.4386 97.3477
Severely_persistent: avg_fgdepar=94.3022, expected range: 83.4386 97.3477
BUFR LAND SYNOP SNOW (CM) 01036 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=110.4303, expected range: 47.2159 153.8478
Severely_persistent: avg_fgdepar=-110.4303, expected range: -153.8572 -47.1365
BUFR LAND SYNOP SNOW (CM) 71816 : out of range
24 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=61.4189, expected range: 60.9033 70.1255
Severely_persistent: avg_fgdepar=-61.4185, expected range: -70.1254 -60.9034
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=62.4895, expected range: 55.7373 71.3140
Severely_persistent: avg_fgdepar=62.4895, expected range: 55.7373 71.3140
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=105.3595, expected range: 62.3533 117.6544
Severely_persistent: avg_fgdepar=-105.3574, expected range: -117.6492 -62.3466
MANUAL LAND SYNOP SNOW (CM) 28862 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=73.7548, expected range: -50.6634 83.2398
Severe: avg_fgdepar=73.7548, expected range: -59.4933 85.8115
ROCOB TEMP SNOW (CM) 63308352 : out of range
Severe: rms_fgdepar=18.6554, expected range: 0.0000 6.1880
BUFR LAND SYNOP SNOW (CM) 28862 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=73.7548, expected range: -50.6634 83.2398
Severe: avg_fgdepar=73.7548, expected range: -59.4933 85.8115
t2m
METAR 2M TEMPERATURE (K) LTCB : out of range
12 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=15.1299, expected range: 3.7183 19.5587
Severely_persistent: avg_fgdepar=15.0192, expected range: 3.6432 19.4379
MANUAL LAND SYNOP 2M TEMPERATURE (K) 43289 : out of range
Severe: rms_fgdepar=13.7623, expected range: 0.1759 4.3432
Severe: avg_fgdepar=13.7623, expected range: -0.4420 4.1532
METAR 2M TEMPERATURE (K) KOQU : out of range
Severe: rms_fgdepar=11.9613, expected range: 0.0000 5.5786
METAR 2M TEMPERATURE (K) ULPB : out of range
Severe: rms_fgdepar=12.5902, expected range: 0.0000 4.1357
METAR 2M TEMPERATURE (K) MMCB : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=13.9607, expected range: 0.0000 10.2895
LAND TEMP 2M TEMPERATURE (K) 30372 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=16.5529, expected range: 0.0000 14.7049
Severe: avg_fgdepar=-16.5529, expected range: -14.7049 0.2712
BUFR LAND SYNOP 2M TEMPERATURE (K) 01057 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.1640, expected range: -6.8503 13.6574
Severe: avg_fgdepar=-12.1640, expected range: -14.5605 10.0272
BUFR LAND SYNOP 2M TEMPERATURE (K) 15056 : out of range
Severe: rms_fgdepar=10.1434, expected range: 0.0000 5.2610
BUFR LAND SYNOP 2M TEMPERATURE (K) 36883 : out of range
Severe: rms_fgdepar=15.7945, expected range: 0.0000 4.8503
Severe: avg_fgdepar=15.7945, expected range: -1.3438 3.1239
BUFR LAND SYNOP 2M TEMPERATURE (K) 04330 : out of range
Severe: rms_fgdepar=13.0944, expected range: 0.0000 6.5191
Severe: avg_fgdepar=-12.8511, expected range: -5.1787 6.1354
BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=226.0000, expected range: 285.4152 373.4598
Considerable: obs_number=1336.0000, expected range: 1448.9280 1533.4470
rh2m
AUTOMATIC LAND SYNOP RH2M (%) 72606 : out of range
Severe: rms_fgdepar=33.2191, expected range: 0.0000 17.1679
AUTOMATIC LAND SYNOP RH2M (%) 04341 : out of range
Severe: rms_fgdepar=37.0525, expected range: 0.0000 17.4474
MANUAL LAND SYNOP RH2M (%) 40821 : out of range
Severe: rms_fgdepar=30.9778, expected range: 0.0000 13.6237
METAR RH2M (%) CYWG : out of range
Severe: rms_fgdepar=30.3222, expected range: 0.0000 17.1908
BUFR LAND SYNOP RH2M (%) : out of range
Considerable: obs_number=1177.0000, expected range: 1258.9244 1386.4506