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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-01-22 12:00

amsua
NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 8 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2343, expected range: -0.2080 -0.2071
NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.4675, expected range: -0.4142 -0.4057
NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0937, expected range: -0.1457 -0.1320
NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 10 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1566, expected range: 0.0985 0.1027
METOP-B AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.2152, expected range: 0.2391 0.2445
NOAA 18 AMSUA ALL SKY RADIANCES (5 channels affected) : out of range
Severe: stdev_norm_fgdepar=1.1274, expected range: 0.7320 0.8600
iasi
METOP-B IASI RADIANCES CHANNEL 3452 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1535, expected range: -0.1126 -0.0693
METOP-B IASI RADIANCES CHANNEL 3248 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0294, expected range: -0.1447 -0.0822
METOP-B IASI RADIANCES CHANNEL 3252 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2114, expected range: -0.1762 -0.1590
METOP-B IASI RADIANCES CHANNEL 3446 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2836, expected range: -0.2187 -0.1627
METOP-B IASI RADIANCES CHANNEL 3509 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2940, expected range: -0.2647 -0.2408
METOP-C IASI RADIANCES CHANNEL 3580 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.3481, expected range: -0.2861 -0.2044
METOP-C IASI RADIANCES CHANNEL 3248 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0557, expected range: -0.1444 -0.0942
Slight: stdev_fgdepar=0.6688, expected range: 0.4122 0.6018
METOP-C IASI RADIANCES CHANNEL 3452 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1771, expected range: -0.1354 -0.0894
METOP-B IASI RADIANCES (12 channels affected) : out of range
Considerable: obs_number=1789.0000, expected range: 1935.3684 2384.6316
METOP-C IASI RADIANCES CHANNEL 3002 : out of range
Considerable: stdev_fgdepar=1.5140, expected range: 0.4940 1.0893
METOP-C IASI RADIANCES CHANNEL 3093 : out of range
Considerable: stdev_fgdepar=1.4920, expected range: 0.5161 1.1060
METOP-C IASI RADIANCES CHANNEL 3105 : out of range
Considerable: stdev_fgdepar=1.4435, expected range: 0.5055 1.0952
METOP-C IASI RADIANCES CHANNEL 3322 : out of range
Considerable: stdev_fgdepar=1.4807, expected range: 0.5076 1.1132
METOP-C IASI RADIANCES CHANNEL 3448 : out of range
10 times in the last 10 days for at least one item
Considerable: stdev_fgdepar=0.7180, expected range: 0.5317 0.6542
Slight: stdev_fgdepar=0.7823, expected range: 0.5543 0.7677
METOP-C IASI RADIANCES CHANNEL 3168 : out of range
4 times in the last 10 days for at least one item
Slight: stdev_fgdepar=0.6707, expected range: 0.4322 0.6370
atms
NPP ATMS RADIANCES CHANNEL 14 : out of range
22 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1411, expected range: -0.1060 -0.0782
NPP ATMS RADIANCES CHANNEL 11 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1234, expected range: -0.1662 -0.1554
NOAA20 ATMS RADIANCES CHANNEL 22 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.7420, expected range: 0.8280 0.8703
ssmis
DMSP-17 SSMIS RADIANCES CHANNEL 11 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.5936, expected range: -0.3977 -0.3698
Atmospheric Motion Vector
All METEOSAT-11 AMV IR3 ALL LAYERS Global : all data missing
Severely_persistent: obs_number=0, expected range: 1250.68 2716.12
AQUA MODIS CLEAR WV 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=269.0000, expected range: 39.1843 152.4203
GOES-16 AMV CLOUDY WV3 WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 ( : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=728.0000, expected range: 22.9961 466.1527
scatt
METOP-C ASCAT WIND VECTOR DIFF (M/S) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=17224.0000, expected range: 14244.0966 16241.9751
resat
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 1-2 (HPA) : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-0.0159, expected range: -0.0258 -0.0254
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 10-11 (HPA) : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-0.0465, expected range: -0.0537 -0.0528
Radiosondes
LAND TEMP TEMPERATURE (K) 29862 PRESSURE LAYER 300-600 (HPA) : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-9.4827, expected range: -31.7018 21.1603
Severely_persistent: rms_fgdepar=9.6964, expected range: 0.0000 26.9494
Severely_persistent: avg_pge=0.9120, expected range: -0.5612 0.7500
LAND TEMP TEMPERATURE (K) 30758 PRESSURE LAYER 900-1200 (HPA) : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8363, expected range: -1.0786 0.7500
LAND TEMP TEMPERATURE (K) 24688 PRESSURE LAYER 900-1200 (HPA) : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-10.6640, expected range: -19.6175 7.6059
Severely_persistent: rms_fgdepar=10.6640, expected range: 0.0000 19.5970
Severely_persistent: avg_pge=0.9121, expected range: -0.8705 0.7500
HIGH RESO LAND TEMP TEMPERATURE (K) 54102 PRESSURE LAYER 900-1200 (HPA : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8765, expected range: -0.1597 0.7500
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 30 : all data missing
Severely_persistent: obs_number=0, expected range: 84.77 176.23
LAND TEMP TEMPERATURE (K) 68906 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=6.6977, expected range: 0.1010 2.7620
LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=4.0413, expected range: 0.2753 2.2634
LAND TEMP WIND VECTOR DIFF (M/S) 34247 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.8893, expected range: 0.0000 14.2603
All HIGH RESO SEA TEMP ALL LAYERS South pole : all data missing
Severe: obs_number=0, expected range: 0.00 426.31
All BUFR TEMP DESCENT ALL LAYERS South pole : all data missing
Severe: obs_number=0, expected range: 82.44 103.06
HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 300-600 (HPA) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=1929.0000, expected range: 1478.6848 1768.0652
HIGH RESO LAND TEMP Q (G/KG) (2 pressure layers affected) : out of range
Considerable: obs_number=670.0000, expected range: 565.0757 589.4243
HIGH RESO LAND TEMP TEMPERATURE (K) (3 pressure layers affected) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=148.0000, expected range: 272.9052 320.8448
amdar
ADS-C WIND VECTOR DIFF (M/S) 0CU015BA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=28.8978, expected range: 0.0000 29.2834
ADS-C WIND VECTOR DIFF (M/S) ENVEDQBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=31.7501, expected range: -0.8896 8.5355
Severe: rms_fgdepar=31.7501, expected range: 0.0000 14.9802
ADS-C WIND VECTOR DIFF (M/S) EGOZLAJA PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=30.9417, expected range: -5.6063 15.5815
Severe: rms_fgdepar=36.7007, expected range: 0.0000 37.4085
ADS-C WIND VECTOR DIFF (M/S) BREZHUJA PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=22.4039, expected range: 0.0000 35.9099
ADS-C WIND VECTOR DIFF (M/S) LF4YWYZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.2213, expected range: 0.0000 8.7225
ADS-C WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : missing
1 times in the last 10 days for at least one item
Severe: obs_number=0.0000, expected range: 0.0000 321.9583
airep
AIREP WIND VECTOR DIFF (M/S) AAL723 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=30.2900, expected range: 0.0000 32.0820
AIREP WIND VECTOR DIFF (M/S) LOT45 PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=31.1632, expected range: -32.9406 48.3518
Severe: rms_fgdepar=36.8697, expected range: -40.3161 59.2265
AIREP WIND VECTOR DIFF (M/S) ACA855 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.2754, expected range: 0.0000 32.2312
AIREP WIND VECTOR DIFF (M/S) ACA857 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.4694, expected range: 0.0000 39.5089
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : missing
4 times in the last 10 days for at least one item
Severe: obs_number=0.0000, expected range: 0.0000 1106.4613
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 42339 PRESSURE LAYER 0-300 (HPA) : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=20.7243, expected range: -31.5825 63.5422
Severely_persistent: rms_fgdepar=20.7243, expected range: 0.0000 57.7033
Severely_persistent: avg_pge=0.8409, expected range: -0.8757 0.7500
LAND PILOT WIND VECTOR DIFF (M/S) 43063 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=19.9106, expected range: 0.0000 15.3664
Severe: avg_pge=0.8563, expected range: -0.7864 0.7500
synop
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42177 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8706, expected range: -1.4813 0.7500
MANUAL LAND SYNOP RH2M (%) 42935 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=57.0418, expected range: -61.2915 129.0300
Severely_persistent: rms_fgdepar=57.0418, expected range: 0.0000 129.0300
Severely_persistent: avg_pge=1.0000, expected range: -2.0875 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 72570 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8206, expected range: 0.7039 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48302 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=633.5457, expected range: -815.3956 1183.8500
Severely_persistent: rms_fgdepar=633.5457, expected range: -815.3956 1183.8500
Severely_persistent: avg_pge=0.8893, expected range: -1.3096 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 76773 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=822.6088, expected range: -928.2282 2268.7247
Severely_persistent: rms_fgdepar=822.6555, expected range: 0.0000 2264.0015
Severely_persistent: avg_pge=0.9063, expected range: -0.8083 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 68353 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8158, expected range: 0.3772 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 18208 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8126, expected range: 0.6828 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 68619 : out of range
Severe: rms_fgdepar=357.2008, expected range: 0.0000 82.2918
AUTOMATIC LAND SYNOP RH2M (%) 68163 : out of range
Severe: rms_fgdepar=38.1009, expected range: 0.0000 19.1958
AUTOMATIC LAND SYNOP RH2M (%) 68619 : out of range
Severe: rms_fgdepar=40.3486, expected range: -8.0093 11.8806
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38413 : out of range
Severe: avg_pge=0.8148, expected range: -0.8843 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 76243 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8443, expected range: 0.0718 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 87548 : out of range
Severe: rms_fgdepar=327.3766, expected range: 0.0000 168.5054
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43309 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8495, expected range: -1.3252 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43149 : out of range
Severe: rms_fgdepar=593.1357, expected range: 0.0000 125.6219
MANUAL LAND SYNOP RH2M (%) 41764 : out of range
Severe: rms_fgdepar=41.0882, expected range: 0.0000 25.9722
Severe: avg_pge=0.9307, expected range: -0.0020 0.0092
MANUAL LAND SYNOP RH2M (%) 42855 : out of range
Severe: rms_fgdepar=40.8246, expected range: 0.0000 37.0954
Severe: avg_pge=0.9875, expected range: -0.0764 0.1011
MANUAL LAND SYNOP RH2M (%) 41785 : out of range
Severe: rms_fgdepar=38.5032, expected range: 0.0000 14.4015
MANUAL LAND SYNOP Z (M) 38725 : out of range
Severe: avg_pge=0.9861, expected range: -0.8345 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 24671 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8193, expected range: -0.9003 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 71122 : out of range
Severe: avg_pge=0.8462, expected range: -0.2903 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48947 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8599, expected range: -1.1544 0.7500
BUFR LAND SYNOP RH2M (%) 61820 : out of range
Severe: avg_pge=0.9967, expected range: -0.0515 0.7500
BUFR LAND SYNOP RH2M (%) 72412 : out of range
Severe: avg_fgdepar=59.5311, expected range: -30.3242 49.3423
Severe: rms_fgdepar=59.5311, expected range: 0.0000 31.5521
Severe: avg_pge=0.8508, expected range: -0.0071 0.0156
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) : out of range
2 times in the last 10 days for at least one item
Considerable: obs_number=100.0000, expected range: 190.8492 240.4008
Considerable: obs_number=53.0000, expected range: 66.2894 87.9606
Considerable: obs_number=94.0000, expected range: 112.8333 127.8333
MANUAL LAND SYNOP SURFACE PRESSURE (PA) : out of range
3 times in the last 10 days for at least one item
Considerable: obs_number=66.0000, expected range: 83.0418 99.6249
BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=576.0000, expected range: 631.5765 702.1735
ship
AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 44137 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8166, expected range: -0.4926 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3EVK3 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-567.8357, expected range: -1428.3259 945.8480
Severely_persistent: rms_fgdepar=579.5426, expected range: 0.0000 1327.9321
Severely_persistent: avg_pge=0.8357, expected range: -1.6642 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) D5ZQ6 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-605.0708, expected range: 492.4948 822.1575
Severely_persistent: rms_fgdepar=605.0708, expected range: 492.2084 822.5414
BUFR SHIP SYNOP SURFACE PRESSURE (PA) EUMDE12 : out of range
Severe: rms_fgdepar=316.2094, expected range: 0.0000 214.9629
Severe: avg_pge=0.8335, expected range: -0.5857 0.7007
BUFR SHIP SYNOP SURFACE PRESSURE (PA) OWFD2 : out of range
Severe: avg_fgdepar=510.4967, expected range: -554.2570 560.5923
Severe: rms_fgdepar=727.1497, expected range: 0.0000 642.3536
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3EBY2 : out of range
Severe: avg_fgdepar=-605.4172, expected range: -674.6151 678.4549
Severe: rms_fgdepar=605.4172, expected range: 0.0000 642.4185
Severe: avg_pge=0.8553, expected range: -1.2582 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) CKR759 : out of range
Severe: rms_fgdepar=459.7410, expected range: 0.0000 242.4439
BUFR SHIP SYNOP SURFACE PRESSURE (PA) FLSU : out of range
Severe: avg_fgdepar=553.0290, expected range: -142.6371 288.2508
Severe: rms_fgdepar=568.4391, expected range: 0.0000 399.3200
Severe: avg_pge=0.8184, expected range: -0.9561 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 9V3736 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=15.9854, expected range: 0.0000 11.4981
Severe: avg_pge=0.8286, expected range: -1.1012 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 9V8827 : out of range
Severe: avg_fgdepar=21.1340, expected range: -2.3320 7.4227
Severe: rms_fgdepar=21.1340, expected range: 0.0000 8.0674
Severe: avg_pge=0.9175, expected range: -0.7886 0.7500
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 1301760 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=731.7642, expected range: -360.2534 287.8679
Severely_persistent: rms_fgdepar=731.9510, expected range: -452.1008 654.8567
Severely_persistent: avg_pge=0.9224, expected range: -1.2078 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 4301614 : out of range
22 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-660.3266, expected range: -1989.1110 1725.7509
Severely_persistent: rms_fgdepar=662.7336, expected range: 0.0000 1308.6765
DRIFTING BUOYS SURFACE PRESSURE (PA) 6203644 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=530.6973, expected range: -362.2038 460.7272
Severely_persistent: rms_fgdepar=530.6973, expected range: -510.8891 686.1457
Severely_persistent: avg_pge=0.8995, expected range: -1.5438 0.7500
MOORED BUOYS SURFACE PRESSURE (PA) 6200083 : out of range
Severe: avg_fgdepar=-508.7725, expected range: -162.9647 159.0570
Severe: rms_fgdepar=516.9158, expected range: 0.0000 168.5271
Severe: avg_pge=0.8952, expected range: -0.4599 0.5725
MOORED BUOYS SURFACE PRESSURE (PA) : out of range
Severe: rms_fgdepar=153.4823, expected range: 13.4071 75.8580
metar
METAR SURFACE PRESSURE (PA) MMMA : out of range
Severe: rms_fgdepar=341.0782, expected range: 0.0000 148.6279
METAR SURFACE PRESSURE (PA) OPSW : out of range
Severe: avg_fgdepar=-627.3476, expected range: -475.1236 579.5007
Severe: rms_fgdepar=629.4919, expected range: 0.0000 413.8020
Severe: avg_pge=0.8356, expected range: -0.7394 0.7500
AUTOMATIC METAR SURFACE PRESSURE (PA) PALU : out of range
Severe: rms_fgdepar=309.4414, expected range: 0.0000 168.5046
snow
AUTOMATIC LAND SYNOP SNOW (CM) 71743 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-62.7232, expected range: -61.6497 -57.9662
Severely_persistent: rms_fgdepar=62.7232, expected range: 57.9662 61.6497
AUTOMATIC LAND SYNOP SNOW (CM) 71588 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-74.2547, expected range: -87.7672 -66.0896
Severely_persistent: rms_fgdepar=74.2547, expected range: 66.0896 87.7672
BUFR LAND SYNOP SNOW (CM) _MI136C1 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-85.4603, expected range: -92.5158 -85.2317
BUFR LAND SYNOP SNOW (CM) _MI136C1 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=85.4657, expected range: 85.2349 92.5261
BUFR LAND SYNOP SNOW (CM) _MI13B42 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-62.4037, expected range: -68.2418 -60.9613
BUFR LAND SYNOP SNOW (CM) _MI13B42 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=62.4665, expected range: 60.9869 68.2428
BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-57.3439, expected range: -62.2711 -55.8431
BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=57.3462, expected range: 55.8451 62.2722
BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-77.0367, expected range: -86.5207 -74.8036
BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=77.0416, expected range: 74.7992 86.5556
BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-75.5161, expected range: -80.4469 -74.1664
BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=75.5183, expected range: 74.1678 80.4494
BUFR LAND SYNOP SNOW (CM) _MI18EB4 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-90.1694, expected range: -97.5716 -78.1659
BUFR LAND SYNOP SNOW (CM) _MI18EB4 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=90.1749, expected range: 78.1679 97.5847
BUFR LAND SYNOP SNOW (CM) _MI17425 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-70.3322, expected range: -76.2199 -66.8809
BUFR LAND SYNOP SNOW (CM) _MI17425 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=70.3352, expected range: 66.8828 76.2290
BUFR LAND SYNOP SNOW (CM) _MI11375 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-60.1012, expected range: -64.1714 -57.4590
BUFR LAND SYNOP SNOW (CM) _MI11375 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=60.1254, expected range: 57.4505 64.1998
BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-80.5814, expected range: -95.7474 -77.2044
BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=80.5843, expected range: 77.2107 95.7516
BUFR LAND SYNOP SNOW (CM) 01008 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-71.1270, expected range: -75.3439 -48.4575
Severely_persistent: rms_fgdepar=71.1367, expected range: 48.4630 75.3407
BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=53.6675, expected range: 50.9144 58.9862
BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=53.6746, expected range: 50.9284 58.9812
BUFR LAND SYNOP SNOW (CM) _MI11058 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-69.4717, expected range: -73.6285 -67.8495
BUFR LAND SYNOP SNOW (CM) _MI11058 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=69.4772, expected range: 67.8536 73.6378
BUFR LAND SYNOP SNOW (CM) _MI15619 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=61.1136, expected range: 28.1349 64.6736
BUFR LAND SYNOP SNOW (CM) _MI15619 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=61.2452, expected range: 28.1440 64.6848
BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-62.8036, expected range: -66.1622 -55.8843
BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=62.8206, expected range: 55.8842 66.1626
BUFR LAND SYNOP SNOW (CM) _MI14D1B : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-67.2974, expected range: -79.6609 -64.0451
BUFR LAND SYNOP SNOW (CM) _MI14D1B : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=67.2984, expected range: 64.0485 79.6616
BUFR LAND SYNOP SNOW (CM) _MI190AB : out of range
34 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-55.9624, expected range: -63.1667 -54.9230
BUFR LAND SYNOP SNOW (CM) _MI190AB : out of range
34 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=55.9703, expected range: 54.9328 63.1621
BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-76.7767, expected range: -86.5626 -75.1830
BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=76.7804, expected range: 75.1850 86.5700
BUFR LAND SYNOP SNOW (CM) _MI1BB4C : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-54.1590, expected range: -68.6529 -52.0504
BUFR LAND SYNOP SNOW (CM) _MI1BB4C : out of range
32 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=54.1663, expected range: 52.0528 68.6632
BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-77.2760, expected range: -84.9803 -75.6030
BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=77.2795, expected range: 75.6758 85.3703
BUFR LAND SYNOP SNOW (CM) _MI1D8AE : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-75.3226, expected range: -82.8422 -74.3996
BUFR LAND SYNOP SNOW (CM) _MI1D8AE : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=75.3448, expected range: 74.4014 82.8491
BUFR LAND SYNOP SNOW (CM) _MI13CBF : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-68.9805, expected range: -80.0599 -66.6315
BUFR LAND SYNOP SNOW (CM) _MI13CBF : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=68.9839, expected range: 66.6316 80.0770
BUFR LAND SYNOP SNOW (CM) 47058 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=93.1911, expected range: 87.8548 95.6454
Severe: rms_fgdepar=93.1912, expected range: 87.8547 95.6455
t2m
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.5185, expected range: -15.8293 -6.1818
Severely_persistent: rms_fgdepar=13.1790, expected range: 6.4501 15.8318
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24790 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.8157, expected range: -22.9693 0.3327
Severely_persistent: rms_fgdepar=12.8161, expected range: 0.0000 23.0281
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24361 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.5633, expected range: -16.5195 0.8020
Severely_persistent: rms_fgdepar=13.5633, expected range: 0.0000 16.5195
MANUAL LAND SYNOP 2M TEMPERATURE (K) 30372 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.3135, expected range: -18.6815 -1.2198
Severely_persistent: rms_fgdepar=15.3566, expected range: 1.8032 18.6093
MANUAL LAND SYNOP 2M TEMPERATURE (K) 44224 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.6191, expected range: -18.3045 -5.6569
Severely_persistent: rms_fgdepar=12.7799, expected range: 5.8542 18.3678
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.4068, expected range: -22.7588 -7.0374
Severely_persistent: rms_fgdepar=13.4292, expected range: 7.4453 22.5205
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24525 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-17.1382, expected range: -14.4296 3.2242
Severely_persistent: rms_fgdepar=17.1483, expected range: 0.0000 14.0359
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25707 : out of range
25 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.9082, expected range: -24.3508 3.3827
Severely_persistent: rms_fgdepar=14.9222, expected range: 0.0000 23.5406
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24477 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.1154, expected range: -18.6952 -0.4627
Severely_persistent: rms_fgdepar=13.1315, expected range: 0.6125 18.7803
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24898 : out of range
23 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.0588, expected range: -27.5716 6.2348
Severely_persistent: rms_fgdepar=14.0777, expected range: 0.0000 27.4953
METAR 2M TEMPERATURE (K) LTCB : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=18.3128, expected range: 6.1258 21.0746
Severely_persistent: rms_fgdepar=18.3574, expected range: 6.2290 21.2419
METAR 2M TEMPERATURE (K) LTCW : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.6913, expected range: -13.9446 10.8611
Severely_persistent: rms_fgdepar=13.7163, expected range: 0.0000 13.6656
LAND TEMP 2M TEMPERATURE (K) 30372 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.9244, expected range: -19.4753 -2.2017
Severely_persistent: rms_fgdepar=13.9244, expected range: 2.2017 19.4753
BUFR LAND SYNOP 2M TEMPERATURE (K) 24790 : out of range
29 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.8495, expected range: -23.0217 0.4005
Severely_persistent: rms_fgdepar=12.8498, expected range: 0.0000 23.0774
BUFR LAND SYNOP 2M TEMPERATURE (K) 24361 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.6094, expected range: -16.5716 0.8397
Severely_persistent: rms_fgdepar=13.6094, expected range: 0.0000 16.5716
BUFR LAND SYNOP 2M TEMPERATURE (K) 04112 : out of range
22 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.1228, expected range: -17.4082 -8.0624
Severely_persistent: rms_fgdepar=13.2089, expected range: 8.2003 17.6791
BUFR LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.5685, expected range: -15.8793 -6.2318
Severely_persistent: rms_fgdepar=13.2265, expected range: 6.4987 15.8819
BUFR LAND SYNOP 2M TEMPERATURE (K) 30372 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.3567, expected range: -18.7635 -1.2865
Severely_persistent: rms_fgdepar=15.3998, expected range: 1.8852 18.6829
BUFR LAND SYNOP 2M TEMPERATURE (K) 44224 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.6691, expected range: -18.3545 -5.7069
Severely_persistent: rms_fgdepar=12.8293, expected range: 5.9033 18.4176
BUFR LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.4454, expected range: -22.8227 -7.0581
Severely_persistent: rms_fgdepar=13.4681, expected range: 7.4645 22.5854
BUFR LAND SYNOP 2M TEMPERATURE (K) 24525 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-17.1936, expected range: -14.4752 3.1730
Severely_persistent: rms_fgdepar=17.2036, expected range: 0.0000 14.1068
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.1268, expected range: -20.2916 -7.1726
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=15.1709, expected range: 8.7898 19.8627
BUFR LAND SYNOP 2M TEMPERATURE (K) 25707 : out of range
24 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.9752, expected range: -24.3732 3.3379
Severely_persistent: rms_fgdepar=14.9892, expected range: 0.0000 23.5925
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
23 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.4271, expected range: -17.3049 -7.9089
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
23 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=12.5091, expected range: 8.6463 17.3916
BUFR LAND SYNOP 2M TEMPERATURE (K) 24477 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.1654, expected range: -18.7452 -0.5127
Severely_persistent: rms_fgdepar=13.1814, expected range: 0.6613 18.8302
BUFR LAND SYNOP 2M TEMPERATURE (K) 24898 : out of range
22 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.1376, expected range: -27.6097 6.0982
Severely_persistent: rms_fgdepar=14.1566, expected range: 0.0000 27.5487
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AFE9 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.2110, expected range: -18.3062 -4.6078
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AFE9 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=14.2506, expected range: 4.9319 19.0405
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71717 : out of range
Severe: rms_fgdepar=11.0247, expected range: 0.0000 4.0777
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) : out of range
4 times in the last 10 days for at least one item
Severe: avg_lsm=0.7000, expected range: 0.7690 0.8319
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25703 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.0068, expected range: -20.7790 12.0304
Severe: rms_fgdepar=12.0089, expected range: 2.0867 12.1542
MANUAL LAND SYNOP 2M TEMPERATURE (K) 48034 : out of range
Severe: avg_fgdepar=15.1238, expected range: -3.6662 9.0836
Severe: rms_fgdepar=15.1238, expected range: 1.3953 6.1741
MANUAL LAND SYNOP 2M TEMPERATURE (K) 28775 : out of range
Severe: rms_fgdepar=11.0234, expected range: 0.0000 6.2948
MANUAL LAND SYNOP 2M TEMPERATURE (K) 72506 : out of range
Severe: avg_fgdepar=12.9969, expected range: -2.7174 12.3645
Severe: rms_fgdepar=12.9969, expected range: 0.0000 12.3645
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24606 : out of range
Severe: avg_fgdepar=-12.5145, expected range: -12.6338 7.3717
Severe: rms_fgdepar=12.5216, expected range: 0.0000 12.1100
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36566 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.2218, expected range: -20.1547 12.0798
Severe: rms_fgdepar=12.2363, expected range: 0.0000 17.6091
MANUAL LAND SYNOP 2M TEMPERATURE (K) 28766 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.4955, expected range: -7.0171 2.5093
Severe: rms_fgdepar=12.5147, expected range: 0.0000 7.0601
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-15.4617, expected range: -19.4717 6.9133
Severe: rms_fgdepar=15.4953, expected range: 0.0000 18.0515
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24817 : out of range
Severe: avg_fgdepar=-12.0754, expected range: -9.6692 6.0944
Severe: rms_fgdepar=12.1612, expected range: 0.0000 8.8939
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24737 : out of range
Severe: avg_fgdepar=-14.9282, expected range: -9.2907 -1.9925
Severe: rms_fgdepar=14.9531, expected range: 1.8665 10.0543
MANUAL LAND SYNOP 2M TEMPERATURE (K) 30028 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.5352, expected range: -14.9908 7.2020
Severe: rms_fgdepar=13.6118, expected range: 0.0000 14.1885
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36428 : out of range
Severe: avg_fgdepar=-12.8041, expected range: -16.0298 5.2328
Severe: rms_fgdepar=12.9198, expected range: 0.0000 15.4314
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24538 : out of range
Severe: avg_fgdepar=-13.0960, expected range: -12.4102 6.0391
Severe: rms_fgdepar=13.1119, expected range: 0.0000 12.2664
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25248 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.7749, expected range: -11.9220 -1.4751
Severe: rms_fgdepar=12.8139, expected range: 1.6226 11.9209
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36358 : out of range
Severe: rms_fgdepar=10.7449, expected range: 0.0000 5.8299
MANUAL LAND SYNOP 2M TEMPERATURE (K) 29068 : out of range
Severe: avg_fgdepar=-14.5320, expected range: -7.5225 4.3616
Severe: rms_fgdepar=14.5778, expected range: 0.0000 8.5907
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36078 : out of range
Severe: avg_fgdepar=-12.0972, expected range: -9.5950 0.6784
Severe: rms_fgdepar=12.2344, expected range: 0.0000 10.4199
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24329 : out of range
Severe: avg_fgdepar=-16.7750, expected range: -15.4939 4.7307
Severe: rms_fgdepar=16.7972, expected range: 0.0000 14.6757
METAR 2M TEMPERATURE (K) KGTB : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=16.7253, expected range: -5.0542 5.2642
Severe: rms_fgdepar=16.7253, expected range: 0.0000 6.7636
METAR 2M TEMPERATURE (K) OPKL : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=12.4114, expected range: -0.8601 13.0060
Severe: rms_fgdepar=12.4626, expected range: 0.0000 13.1892
METAR 2M TEMPERATURE (K) USSS : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=13.2408, expected range: 0.0640 4.6816
BUFR LAND SYNOP 2M TEMPERATURE (K) 25703 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.0208, expected range: -20.7139 12.0511
Severe: rms_fgdepar=12.0230, expected range: 2.0607 12.1143
BUFR LAND SYNOP 2M TEMPERATURE (K) 48034 : out of range
Severe: avg_fgdepar=15.0738, expected range: -3.7162 9.0336
Severe: rms_fgdepar=15.0738, expected range: 1.4093 6.1022
BUFR LAND SYNOP 2M TEMPERATURE (K) 24606 : out of range
Severe: avg_fgdepar=-12.6138, expected range: -12.7048 7.3264
Severe: rms_fgdepar=12.6210, expected range: 0.0000 12.1820
BUFR LAND SYNOP 2M TEMPERATURE (K) 36566 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.2718, expected range: -20.2047 12.0298
Severe: rms_fgdepar=12.2862, expected range: 0.0000 17.7059
BUFR LAND SYNOP 2M TEMPERATURE (K) 28766 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.5777, expected range: -7.1030 2.4968
Severe: rms_fgdepar=12.5982, expected range: 0.0000 7.1379
BUFR LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-15.5117, expected range: -19.2055 6.6650
Severe: rms_fgdepar=15.5452, expected range: 0.0000 17.7967
BUFR LAND SYNOP 2M TEMPERATURE (K) 24817 : out of range
Severe: avg_fgdepar=-12.1278, expected range: -9.7341 6.0501
Severe: rms_fgdepar=12.2133, expected range: 0.0000 8.9731
BUFR LAND SYNOP 2M TEMPERATURE (K) 24737 : out of range
Severe: avg_fgdepar=-14.9823, expected range: -9.3544 -2.0286
Severe: rms_fgdepar=15.0071, expected range: 1.9069 10.1085
BUFR LAND SYNOP 2M TEMPERATURE (K) 30028 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.5908, expected range: -14.9972 7.1404
Severe: rms_fgdepar=13.6682, expected range: 0.0000 14.2094
BUFR LAND SYNOP 2M TEMPERATURE (K) 36428 : out of range
Severe: avg_fgdepar=-12.8602, expected range: -16.0297 5.1490
Severe: rms_fgdepar=12.9756, expected range: 0.0000 15.4964
BUFR LAND SYNOP 2M TEMPERATURE (K) 24538 : out of range
Severe: avg_fgdepar=-13.1441, expected range: -12.4657 6.0445
Severe: rms_fgdepar=13.1599, expected range: 0.0000 12.3397
BUFR LAND SYNOP 2M TEMPERATURE (K) 25248 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.8246, expected range: -11.9801 -1.4406
Severe: rms_fgdepar=12.8634, expected range: 1.5911 11.9786
BUFR LAND SYNOP 2M TEMPERATURE (K) 29068 : out of range
Severe: avg_fgdepar=-14.5806, expected range: -7.5210 4.2835
Severe: rms_fgdepar=14.6262, expected range: 0.0000 8.6316
BUFR LAND SYNOP 2M TEMPERATURE (K) 36078 : out of range
Severe: avg_fgdepar=-12.1680, expected range: -9.6014 0.7057
Severe: rms_fgdepar=12.3043, expected range: 0.0000 10.4376
BUFR LAND SYNOP 2M TEMPERATURE (K) 24329 : out of range
Severe: avg_fgdepar=-16.8179, expected range: -15.5366 4.6938
Severe: rms_fgdepar=16.8401, expected range: 0.0000 14.7308
BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
2 times in the last 10 days for at least one item
Severe: obs_number=474.0000, expected range: 238.0178 246.4033
Severe: obs_number=240.0000, expected range: 121.2531 129.4528
Severe: obs_number=506.0000, expected range: 266.8042 276.0380
Severe: obs_number=364.0000, expected range: 183.7900 188.4005
Severe: obs_number=152.0000, expected range: 78.5329 81.0460
Severe: obs_number=318.0000, expected range: 268.0400 275.4045
Considerable: obs_number=1026.0000, expected range: 1326.3726 1471.0392
Considerable: obs_number=99.0000, expected range: 51.0000 51.0000
rh2m
BUFR LAND SYNOP RH2M (%) : out of range
1 times in the last 10 days for at least one item
Severe: obs_number=472.0000, expected range: 234.0040 249.0436
Severe: obs_number=479.0000, expected range: 237.8830 259.6170
Severe: obs_number=398.0000, expected range: 197.9001 218.6999
Severe: obs_number=514.0000, expected range: 264.9483 281.3675
Severe: obs_number=505.0000, expected range: 262.3027 279.9078
Severe: obs_number=362.0000, expected range: 182.7799 188.5534
Severe: obs_number=405.0000, expected range: 201.2129 229.2871
Severe: obs_number=150.0000, expected range: 75.6647 83.3880
Severe: obs_number=500.0000, expected range: 310.6164 341.8836
Considerable: obs_number=931.0000, expected range: 1157.8597 1389.7874
Considerable: obs_number=318.0000, expected range: 277.8789 300.2322
AUTOMATIC LAND SYNOP RH2M (%) : out of range
4 times in the last 10 days for at least one item
Considerable: obs_number=75.0000, expected range: 154.4663 239.0631