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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-01-15 00:00

amsua
NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 10 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1515, expected range: 0.0639 0.1027
METOP-B AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.2337, expected range: 0.2520 0.2701
METOP-B AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1963, expected range: 0.2391 0.2717
METOP-C AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.6899, expected range: 0.5334 0.5981
Severely_persistent: avg_biascorr=-0.3257, expected range: -0.2809 -0.2691
NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
Severe: stdev_norm_fgdepar=0.6638, expected range: 0.5559 0.6042
NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
Severe: stdev_norm_fgdepar=0.6640, expected range: 0.5521 0.5952
iasi
METOP-B IASI RADIANCES CHANNEL 3165 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2616, expected range: -0.2412 -0.2245
METOP-B IASI RADIANCES CHANNEL 3244 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1407, expected range: -0.1220 -0.1100
METOP-C IASI RADIANCES CHANNEL 3165 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2410, expected range: -0.2152 -0.2001
METOP-C IASI RADIANCES CHANNEL 3244 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1438, expected range: -0.1230 -0.1029
METOP-B IASI RADIANCES (14 channels affected) : out of range
Severe: stdev_fgdepar=0.4168, expected range: 0.3636 0.3845
METOP-C IASI RADIANCES (18 channels affected) : out of range
Severe: stdev_fgdepar=0.4186, expected range: 0.3372 0.3668
cris
NOAA20 CRIS RADIANCES CHANNEL 67 : out of range
Considerable: obs_number=2008.0000, expected range: 2162.6069 2352.5181
NOAA20 CRIS RADIANCES CHANNEL 70 : out of range
Considerable: obs_number=2009.0000, expected range: 2138.9720 2356.4030
NOAA20 CRIS RADIANCES CHANNEL 72 : out of range
Considerable: obs_number=1889.0000, expected range: 2043.4556 2410.9194
NOAA20 CRIS RADIANCES CHANNEL 74 : out of range
Considerable: obs_number=1928.0000, expected range: 2045.5610 2412.9390
NOAA20 CRIS RADIANCES CHANNEL 75 : out of range
Considerable: obs_number=1861.0000, expected range: 2006.2616 2414.7384
NOAA20 CRIS RADIANCES CHANNEL 76 : out of range
Considerable: obs_number=1928.0000, expected range: 2055.4457 2411.5543
NOAA20 CRIS RADIANCES CHANNEL 77 : out of range
Considerable: obs_number=1838.0000, expected range: 1964.1490 2416.3510
NOAA20 CRIS RADIANCES CHANNEL 78 : out of range
Considerable: obs_number=1854.0000, expected range: 1991.8611 2417.6389
mhs
NOAA-19 MHS ALLSKY RADIANCES CHANNEL 1 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.1346, expected range: 0.1170 0.1263
NOAA-19 MHS ALLSKY RADIANCES CHANNEL 3 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.5387, expected range: 0.6164 0.6752
METOP-B MHS ALLSKY RADIANCES CHANNEL 5 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: obs_number=5858.0000, expected range: 6595.8093 6807.3389
mwhs2
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 5 : out of range
4 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.4897, expected range: -0.1450 0.2156
Severe: avg_norm_fgdepar=1.0921, expected range: -0.4331 0.4250
Severe: stdev_norm_fgdepar=1.0128, expected range: 0.6243 0.7543
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 4 : out of range
4 times in the last 10 days for at least one item
Severe: avg_norm_fgdepar=0.5994, expected range: -0.1964 0.1737
Severe: stdev_norm_fgdepar=0.8069, expected range: 0.6232 0.7120
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 6 : out of range
4 times in the last 10 days for at least one item
Severe: avg_norm_fgdepar=1.1667, expected range: -0.3390 0.3494
Severe: stdev_norm_fgdepar=1.0880, expected range: 0.5626 0.8332
ssmis
DMSP-18 SSMIS RADIANCES CHANNEL 11 : out of range
1 times in the last 10 days for at least one item
Considerable: stdev_norm_fgdepar=0.5743, expected range: 0.3054 0.4688
Atmospheric Motion Vector
GOES-16 AMV VIS1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 900-1200 (HPA) : out of range
Considerable: obs_number=534.0000, expected range: 1457.9367 2968.5633
GOES-17 AMV VIS1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: obs_number=970.0000, expected range: 1857.3493 3356.4007
METEOSAT-11 AMV CLOUDY WV1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 : out of range
Slight: stdev_fgdepar=3.1842, expected range: 2.4913 2.9265
Geostationary CSR
GOES-16 ABI RADIANCES CHANNEL 2 : out of range
Considerable: obs_number=8217.0000, expected range: 11345.8149 22054.3851
GOES-16 ABI RADIANCES CHANNEL 3 : out of range
Considerable: obs_number=8217.0000, expected range: 11361.6153 22038.5847
GOES-16 ABI RADIANCES CHANNEL 4 : out of range
Considerable: obs_number=8241.0000, expected range: 11377.2457 22043.5543
mwri
FY-3D MWRI RADIANCES CHANNEL 3 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.7648, expected range: 0.6526 0.6976
resat
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 410-411 (HPA) : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=0.8842, expected range: 0.0987 0.3333
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 1-2 (HPA) : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-0.0198, expected range: -0.0324 -0.0254
Radiosondes
LAND TEMP TEMPERATURE (K) 24266 PRESSURE LAYER 900-1200 (HPA) : out of range
30 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8678, expected range: -0.6311 0.7500
LAND TEMP TEMPERATURE (K) 30758 PRESSURE LAYER 900-1200 (HPA) : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8995, expected range: -0.6729 0.7500
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 30 : all data missing
Severely_persistent: obs_number=0, expected range: 72.18 163.49
All HIGH RESO SEA TEMP ALL LAYERS South pole : all data missing
Severely_persistent: obs_number=0, expected range: 27.60 149.40
All HIGH RESO SEA TEMP ALL LAYERS South Atlantic : all data missing
Severely_persistent: obs_number=0, expected range: 0.00 348.11
LAND TEMP TEMPERATURE (K) 96805 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=11.8491, expected range: -1.7797 1.7179
Severe: rms_fgdepar=11.8495, expected range: 0.9947 2.3417
Severe: avg_pge=0.8170, expected range: -0.0684 0.1254
LAND TEMP TEMPERATURE (K) 29572 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=9.0452, expected range: 0.0000 4.7384
LAND TEMP TEMPERATURE (K) 30935 PRESSURE LAYER 900-1200 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8885, expected range: -1.8943 0.7500
LAND TEMP WIND VECTOR DIFF (M/S) 33393 (2 pressure layers affected) : out of range
Severe: avg_fgdepar=24.1378, expected range: -5.1410 14.6896
LAND TEMP WIND VECTOR DIFF (M/S) 33393 (3 pressure layers affected) : out of range
Severe: rms_fgdepar=24.1380, expected range: 0.0000 15.9862
Severe: avg_pge=0.8941, expected range: -0.8207 0.7500
LAND TEMP Q (G/KG) 83566 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=4.0800, expected range: 0.0000 2.2161
LAND TEMP Q (G/KG) 83378 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=3.0943, expected range: 0.0000 1.7306
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 20 : all data missing
Severe: obs_number=0, expected range: 55.49 117.37
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 61 : all data missing
Severe: obs_number=0, expected range: 62.24 293.71
HIGH RESO LAND TEMP Q (G/KG) (2 pressure layers affected) : out of range
Considerable: obs_number=241.0000, expected range: 289.8814 359.8686
amdar
ADS-C WIND VECTOR DIFF (M/S) SRAHMGBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.5664, expected range: 0.0000 26.2642
ADS-C WIND VECTOR DIFF (M/S) AIZU0JBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.4427, expected range: 0.0000 8.1643
ADS-C WIND VECTOR DIFF (M/S) ZKA0IKBA PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=21.2234, expected range: 0.0000 43.4302
ADS-C WIND VECTOR DIFF (M/S) P3NJG5JA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.9080, expected range: 0.5829 7.6650
ADS-C WIND VECTOR DIFF (M/S) UOSXMLRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=36.5127, expected range: 0.0000 15.6878
ADS-C WIND VECTOR DIFF (M/S) GB0JDVRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.4988, expected range: 0.0000 8.6079
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 03962 PRESSURE LAYER 900-1200 : out of range
Severe: avg_fgdepar=22.5981, expected range: 0.0213 4.4907
Severe: rms_fgdepar=30.8594, expected range: 0.0000 5.3501
All EUROPEAN WIND PROFILER ALL LAYERS South West Pacific : all data missing
Severe: obs_number=0, expected range: 93.17 932.83
All EUROPEAN WIND PROFILER ALL LAYERS West pacific Tropica : all data missing
Severe: obs_number=0, expected range: 93.17 932.83
JAPANESE WIND PROFILER VECTOR DIFF (M/S) 47406 PRESSURE LAYER 600-900 : out of range
Severe: rms_fgdepar=17.9633, expected range: 0.0000 7.8802
Severe: avg_pge=0.8528, expected range: -0.5410 0.7500
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=1303.0000, expected range: 861.8531 1108.6469
pilot
LAND PILOT WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=129.0000, expected range: 18.4973 75.0027
synop
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 34498 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8673, expected range: -1.5618 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) : out of range
1 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8673, expected range: -1.5618 0.7500
Considerable: obs_number=159.0000, expected range: 184.6115 229.8885
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 37711 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=558.5025, expected range: -475.0191 337.3640
Severely_persistent: rms_fgdepar=565.1160, expected range: 0.0000 469.1460
Severely_persistent: avg_pge=0.8662, expected range: -0.7687 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 31062 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=737.6540, expected range: -1002.1626 1442.8994
Severely_persistent: avg_pge=0.9225, expected range: -1.1266 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 86210 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8661, expected range: -0.6366 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38750 : out of range
Severe: rms_fgdepar=346.4502, expected range: 0.0000 127.0658
Severe: avg_pge=0.8016, expected range: -0.8365 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38001 : out of range
Severe: avg_fgdepar=687.8302, expected range: -303.1460 272.3696
Severe: rms_fgdepar=697.0930, expected range: 0.0000 247.6961
Severe: avg_pge=0.8945, expected range: -0.7098 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38511 : out of range
Severe: rms_fgdepar=492.1733, expected range: 0.0000 213.9505
Severe: avg_pge=0.8587, expected range: -0.3034 0.5693
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 76773 : out of range
Severe: avg_fgdepar=673.1849, expected range: -587.6414 324.0442
Severe: rms_fgdepar=673.1849, expected range: 0.0000 587.6414
Severe: avg_pge=0.8908, expected range: -1.1522 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83683 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=-679.5935, expected range: -330.5812 24.2865
Severe: rms_fgdepar=679.5935, expected range: 0.0000 330.5812
Severe: avg_pge=0.9035, expected range: -0.8076 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 86255 : out of range
Severe: rms_fgdepar=493.2856, expected range: 0.0000 456.4948
Severe: avg_pge=0.8696, expected range: -1.1692 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40716 : out of range
Severe: rms_fgdepar=585.5049, expected range: 0.0000 181.4708
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 35907 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=500.2040, expected range: 0.0000 994.7151
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 37717 : out of range
Severe: avg_fgdepar=556.3058, expected range: -174.0281 313.5762
Severe: rms_fgdepar=616.0942, expected range: 0.0000 294.0101
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 35357 : out of range
Severe: rms_fgdepar=543.5144, expected range: 0.0000 441.4532
Severe: avg_pge=0.8053, expected range: -1.1462 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43359 : out of range
Severe: rms_fgdepar=336.1318, expected range: 0.0000 189.9959
Severe: avg_pge=0.8413, expected range: -0.8086 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40769 : out of range
Severe: rms_fgdepar=698.9823, expected range: 0.0000 190.8151
MANUAL LAND SYNOP RH2M (%) 64870 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=51.9707, expected range: 10.2594 61.1898
Severe: rms_fgdepar=51.9707, expected range: 10.2594 61.1898
Severe: avg_pge=0.9932, expected range: -1.1344 0.7500
MANUAL LAND SYNOP RH2M (%) 94323 : out of range
Severe: rms_fgdepar=33.4579, expected range: 0.0000 6.3643
MANUAL LAND SYNOP RH2M (%) 65125 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=68.2774, expected range: 3.8874 65.2184
Severe: rms_fgdepar=68.2774, expected range: 3.8874 65.2184
Severe: avg_pge=1.0000, expected range: -1.6548 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 34581 : out of range
Severe: rms_fgdepar=329.0249, expected range: 0.0000 187.0641
BUFR LAND SYNOP SURFACE PRESSURE (PA) 37235 : out of range
Severe: rms_fgdepar=400.9459, expected range: 0.0000 107.5703
BUFR LAND SYNOP SURFACE PRESSURE (PA) 26997 : out of range
Severe: rms_fgdepar=494.9755, expected range: 0.0000 119.6788
Severe: avg_pge=0.8515, expected range: 0.0000 0.0000
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48008 : out of range
Severe: rms_fgdepar=513.0920, expected range: 0.0000 259.1621
BUFR LAND SYNOP SURFACE PRESSURE (PA) 41998 : out of range
Severe: avg_pge=0.8396, expected range: -0.5223 0.7500
BUFR LAND SYNOP RH2M (%) 07140 : out of range
Severe: avg_fgdepar=59.8589, expected range: -10.4548 18.0485
Severe: rms_fgdepar=59.8589, expected range: 0.0000 14.0209
BUFR LAND SYNOP RH2M (%) 94451 : out of range
Severe: avg_fgdepar=50.7988, expected range: -28.6630 45.4069
Severe: rms_fgdepar=50.7988, expected range: 0.0000 45.4069
Severe: avg_pge=0.9999, expected range: -0.4588 0.5371
BUFR LAND SYNOP RH2M (%) 94323 : out of range
Severe: rms_fgdepar=35.3793, expected range: 0.0000 7.4114
Severe: avg_pge=0.8231, expected range: -0.0134 0.0212
BUFR LAND SYNOP RH2M (%) 29563 : out of range
Severe: rms_fgdepar=30.7644, expected range: 0.0000 16.1713
BUFR LAND SYNOP RH2M (%) 07374 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=31.6185, expected range: 0.0000 16.6794
BUFR LAND SYNOP RH2M (%) 07635 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=39.9902, expected range: 0.0000 16.0519
BUFR LAND SYNOP RH2M (%) 07245 : out of range
Severe: avg_fgdepar=65.7340, expected range: -6.4646 16.2824
Severe: rms_fgdepar=65.7340, expected range: 0.0000 16.2824
Severe: avg_pge=0.9285, expected range: 0.0021 0.0032
BUFR LAND SYNOP RH2M (%) 95307 : out of range
Severe: rms_fgdepar=33.8767, expected range: 2.1193 18.6159
BUFR LAND SYNOP RH2M (%) 86977 : out of range
Severe: rms_fgdepar=31.2611, expected range: 0.0000 14.1218
BUFR LAND SYNOP RH2M (%) 94318 : out of range
Severe: avg_pge=0.8548, expected range: -0.0637 0.1012
BUFR LAND SYNOP RH2M (%) 07249 : out of range
Severe: rms_fgdepar=38.9540, expected range: 0.0000 13.5924
BUFR LAND SYNOP Z (M) 06687 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8820, expected range: -0.6050 0.7119
ship
AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 46183 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8811, expected range: -0.4851 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) AUYL : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=556.1676, expected range: 313.0421 877.2859
Severely_persistent: rms_fgdepar=556.1676, expected range: 317.0905 874.5734
BUFR SHIP SYNOP SURFACE PRESSURE (PA) S6NQ : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=635.3760, expected range: 241.6395 961.4006
Severely_persistent: rms_fgdepar=635.5420, expected range: 234.4260 974.8888
AUTOMATIC SHIP SURFACE PRESSURE (PA) 44150 : out of range
Severe: rms_fgdepar=445.8940, expected range: 0.0000 184.1227
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 9V3818 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=21.6931, expected range: -9.5511 19.4753
Severe: rms_fgdepar=21.6931, expected range: 0.0000 21.2946
Severe: avg_pge=0.9157, expected range: -0.9870 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) TBWUK52 : out of range
Severe: rms_fgdepar=360.7350, expected range: 0.0000 154.7131
BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7EC4 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=1278.4294, expected range: -447.5991 557.1145
Severe: rms_fgdepar=1278.4294, expected range: -662.0032 971.0767
Severe: avg_pge=0.9204, expected range: -0.9907 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) AMOUK05 : out of range
4 times in the last 10 days for at least one item
Severe: avg_pge=0.8489, expected range: -0.9728 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) PDGW : out of range
Severe: avg_fgdepar=-619.2098, expected range: -1832.0535 1114.7077
Severe: rms_fgdepar=619.2098, expected range: 0.0000 1740.7184
Severe: avg_pge=0.8573, expected range: -1.6100 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) CQCZ : out of range
Severe: avg_fgdepar=664.7139, expected range: 422.9044 841.1670
Severe: rms_fgdepar=664.7139, expected range: 422.9044 841.1670
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 6203508 : out of range
Severe: rms_fgdepar=432.1887, expected range: 0.0000 365.2123
Severe: avg_pge=0.8278, expected range: -0.3292 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 4101718 : out of range
Severe: rms_fgdepar=334.8931, expected range: 0.0000 148.1002
metar
METAR SURFACE PRESSURE (PA) OIGK : out of range
Severe: avg_fgdepar=-609.6296, expected range: -1263.2347 467.2663
Severe: rms_fgdepar=610.7697, expected range: 0.0000 1253.3673
METAR SURFACE PRESSURE (PA) PASY : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=514.8233, expected range: 0.0000 471.2359
snow
AUTOMATIC LAND SYNOP SNOW (CM) 11316 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-109.6817, expected range: -128.6575 -88.6201
Severely_persistent: rms_fgdepar=109.6817, expected range: 88.6201 128.6575
MANUAL LAND SYNOP SNOW (CM) 11110 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-73.4712, expected range: -93.9942 -70.3889
Severely_persistent: rms_fgdepar=73.4712, expected range: 63.6410 94.9955
MANUAL LAND SYNOP SNOW (CM) 30815 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=66.1934, expected range: 54.6083 75.5162
Severely_persistent: rms_fgdepar=66.1934, expected range: 54.6083 75.5162
MANUAL LAND SYNOP SNOW (CM) 11138 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-130.6275, expected range: -158.9308 -103.1958
Severely_persistent: rms_fgdepar=130.6275, expected range: 103.1958 158.9308
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=-88.2727, expected range: -97.5852 -76.6662
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=88.2782, expected range: 76.6723 97.6095
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=-65.2144, expected range: -69.0806 -59.2723
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=65.2175, expected range: 59.2936 69.0801
BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-59.0854, expected range: -68.8878 -42.9372
BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=59.0909, expected range: 42.9496 68.8830
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=-82.6545, expected range: -82.4535 -73.2117
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=82.6656, expected range: 73.2200 82.4563
BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-79.3493, expected range: -81.9402 -70.9396
BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=79.3510, expected range: 70.9471 81.9389
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=-86.4288, expected range: -89.2051 -80.9775
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=86.4309, expected range: 81.0042 89.2085
BUFR LAND SYNOP SNOW (CM) 30815 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=66.3444, expected range: 54.7468 75.6742
Severely_persistent: rms_fgdepar=66.3444, expected range: 54.7468 75.6742
BUFR LAND SYNOP SNOW (CM) 08915 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-91.5235, expected range: -124.6319 -11.8543
Severely_persistent: rms_fgdepar=91.5235, expected range: 11.8543 124.6319
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=-73.7765, expected range: -73.6096 -63.6849
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=73.7799, expected range: 63.6975 73.6100
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=-60.1111, expected range: -65.0148 -53.8032
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=60.1164, expected range: 53.8122 65.0247
BUFR LAND SYNOP SNOW (CM) 14006 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=55.8803, expected range: 33.2593 66.6489
Severely_persistent: rms_fgdepar=55.8803, expected range: 33.2593 66.6489
BUFR LAND SYNOP SNOW (CM) 01036 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-81.2322, expected range: -121.4544 -99.7028
Severely_persistent: rms_fgdepar=81.2322, expected range: 99.6995 121.4637
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=-86.7932, expected range: -108.1319 -52.6794
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=86.7973, expected range: 52.7522 108.1194
BUFR LAND SYNOP SNOW (CM) _MI11CE6 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=50.8345, expected range: 43.9624 69.0525
BUFR LAND SYNOP SNOW (CM) _MI11CE6 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=50.8363, expected range: 43.9617 69.0615
BUFR LAND SYNOP SNOW (CM) _MI1BD27 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-52.4565, expected range: -54.4216 -51.3104
BUFR LAND SYNOP SNOW (CM) _MI1BD27 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=52.4656, expected range: 51.3312 54.4206
BUFR LAND SYNOP SNOW (CM) 01008 : out of range
26 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-59.7087, expected range: -62.1411 -38.9588
Severely_persistent: rms_fgdepar=59.7087, expected range: 38.9640 62.1465
BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=55.2663, expected range: 30.8196 61.8054
BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=55.2686, expected range: 30.8919 61.7651
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=-69.5992, expected range: -75.3216 -67.2258
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=69.6034, expected range: 67.2375 75.3299
BUFR LAND SYNOP SNOW (CM) 47039 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=98.2590, expected range: 95.0710 97.0641
Severely_persistent: rms_fgdepar=98.2590, expected range: 95.0711 97.0646
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=-61.3440, expected range: -77.4012 -45.9658
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=61.3441, expected range: 45.9750 77.3943
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=-72.4378, expected range: -81.7326 -64.4045
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=72.4389, expected range: 64.4150 81.7380
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=-59.5322, expected range: -66.7212 -47.5608
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=59.5339, expected range: 47.5602 66.7240
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=-81.5657, expected range: -90.0867 -68.9906
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=81.5681, expected range: 68.9919 90.0943
BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-81.2430, expected range: -85.2055 -77.4894
BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
32 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=81.2463, expected range: 77.4993 85.2032
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=-79.2104, expected range: -87.7157 -62.2009
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=79.2128, expected range: 62.2329 87.7075
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=-74.4964, expected range: -80.9584 -62.2664
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=74.5153, expected range: 62.2957 80.9552
MANUAL LAND SYNOP SNOW (CM) 40783 : out of range
Severe: rms_fgdepar=15.0907, expected range: 0.0000 5.8613
MANUAL LAND SYNOP SNOW (CM) 71869 : out of range
Severe: rms_fgdepar=39.8425, expected range: 0.0000 2.7088
ROCOB TEMP SNOW (CM) 63301030 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=34.5041, expected range: 2.6562 13.6168
ROCOB TEMP SNOW (CM) 63309291 : out of range
Severe: rms_fgdepar=36.9211, expected range: 0.0000 20.1162
ROCOB TEMP SNOW (CM) 63306884 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=29.1953, expected range: 0.0000 12.9585
ROCOB TEMP SNOW (CM) 63307785 : out of range
Severe: rms_fgdepar=27.1285, expected range: 0.0000 13.2421
BUFR LAND SYNOP SNOW (CM) 01091 : out of range
Severe: rms_fgdepar=23.5639, expected range: 0.0000 9.4530
BUFR LAND SYNOP SNOW (CM) 01253 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=15.1828, expected range: 0.0000 7.6509
t2m
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36259 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.1710, expected range: -15.7402 -6.1620
Severely_persistent: rms_fgdepar=13.1796, expected range: 6.4579 15.6428
METAR 2M TEMPERATURE (K) LTCB : out of range
24 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=19.6465, expected range: 11.5500 20.7342
Severely_persistent: rms_fgdepar=19.6465, expected range: 11.6139 20.8094
METAR 2M TEMPERATURE (K) VECX : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-17.1738, expected range: -15.1519 -7.7647
Severely_persistent: rms_fgdepar=17.2149, expected range: 7.6614 15.6318
BUFR LAND SYNOP 2M TEMPERATURE (K) 04112 : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.7404, expected range: -17.9346 -7.1405
Severely_persistent: rms_fgdepar=13.2159, expected range: 7.2803 18.1255
BUFR LAND SYNOP 2M TEMPERATURE (K) 78896 : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.7314, expected range: -15.7582 -11.3704
Severely_persistent: rms_fgdepar=12.7789, expected range: 11.5226 16.0589
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-19.7271, expected range: -17.9207 2.9808
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=19.7271, expected range: 0.0000 18.2479
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_est_pge=0.8075, expected range: -0.1698 1.0684
BUFR LAND SYNOP 2M TEMPERATURE (K) 36259 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.2572, expected range: -16.0588 -6.0806
Severely_persistent: rms_fgdepar=13.2651, expected range: 6.3747 15.9586
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AFE9 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-19.7392, expected range: -18.0094 3.3692
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AFE9 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=19.7392, expected range: 0.0000 18.4422
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AFE9 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_est_pge=0.8076, expected range: -0.1741 1.0415
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 18212 : out of range
Severe: rms_fgdepar=12.0379, expected range: 0.0000 6.9029
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.3456, expected range: -14.2642 -2.9021
Severe: rms_fgdepar=12.4554, expected range: 4.6306 13.8970
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71542 : out of range
Severe: rms_fgdepar=11.8536, expected range: 0.0000 3.8964
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24790 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.0566, expected range: -11.0794 4.9931
Severe: rms_fgdepar=12.2249, expected range: 0.0000 10.3084
MANUAL LAND SYNOP 2M TEMPERATURE (K) 37704 : out of range
Severe: rms_fgdepar=11.3320, expected range: 0.3930 5.7710
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24588 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.8289, expected range: -17.7428 8.8953
Severe: rms_fgdepar=12.8554, expected range: 0.0000 16.9573
METAR 2M TEMPERATURE (K) USDA : out of range
Severe: rms_fgdepar=14.0782, expected range: 0.0000 4.9467
METAR 2M TEMPERATURE (K) UWUU : out of range
Severe: rms_fgdepar=10.7925, expected range: 0.3190 6.3010
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI17F40 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=13.9019, expected range: 1.8144 15.5325
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI17F40 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=13.9380, expected range: 2.1342 15.5988
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI17550 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=11.8562, expected range: 0.8034 4.0114
BUFR LAND SYNOP 2M TEMPERATURE (K) 24790 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.0341, expected range: 0.0000 10.3386
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1FAB0 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=10.1642, expected range: 0.0000 3.6797
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI12BE1 : out of range
Severe: avg_fgdepar=12.7837, expected range: -4.3176 10.4785
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI12BE1 : out of range
Severe: rms_fgdepar=12.7906, expected range: 0.0000 10.6012
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI19322 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=13.0693, expected range: -1.2994 14.1561
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI19322 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=13.0886, expected range: 0.0000 14.3457
BUFR LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.3956, expected range: -14.3142 -2.9521
Severe: rms_fgdepar=12.5049, expected range: 4.6695 13.9500
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI16962 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=10.1316, expected range: 0.2604 4.1871
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1B8C2 : out of range
Severe: avg_fgdepar=-16.3712, expected range: -11.8108 2.1612
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1B8C2 : out of range
Severe: rms_fgdepar=16.3910, expected range: 0.0000 11.9220
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI15FC2 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=11.5774, expected range: 0.0000 2.6457
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI19B84 : out of range
Severe: rms_fgdepar=10.5225, expected range: 0.0000 3.1959
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI12FF4 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=12.2691, expected range: 0.9015 14.3583
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI12FF4 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.2888, expected range: 1.0942 14.5534
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI11375 : out of range
Severe: avg_fgdepar=12.3787, expected range: -1.6379 12.5606
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI11375 : out of range
Severe: rms_fgdepar=12.4006, expected range: 0.0000 12.7667
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1DA85 : out of range
Severe: avg_fgdepar=-13.3161, expected range: -3.2984 4.0915
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1DA85 : out of range
Severe: rms_fgdepar=13.3276, expected range: 0.0000 4.2539
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1A8B5 : out of range
Severe: avg_fgdepar=-12.1612, expected range: -0.0268 6.1030
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1A8B5 : out of range
Severe: rms_fgdepar=12.2113, expected range: 0.8296 5.8941
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI173C5 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=13.2739, expected range: -0.6376 14.4708
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI173C5 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=13.2814, expected range: 0.0433 14.6637
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI107E5 : out of range
Severe: avg_fgdepar=-13.4185, expected range: -3.1345 4.3641
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI107E5 : out of range
Severe: rms_fgdepar=13.4292, expected range: 0.2404 3.9892
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18FE6 : out of range
Severe: rms_fgdepar=10.3402, expected range: 0.0000 4.2929
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI100E7 : out of range
Severe: avg_fgdepar=12.5647, expected range: -0.4590 8.1520
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI100E7 : out of range
Severe: rms_fgdepar=12.5881, expected range: 0.7573 8.2388
BUFR LAND SYNOP 2M TEMPERATURE (K) 24588 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.8747, expected range: -17.8042 8.8553
Severe: rms_fgdepar=12.9012, expected range: 0.0000 17.0540
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI12309 : out of range
Severe: rms_fgdepar=11.0832, expected range: 0.0775 5.3733
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1F73A : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=12.5803, expected range: -5.7328 17.0286
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1F73A : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.6228, expected range: 0.0000 16.8474
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI14D1B : out of range
Severe: avg_fgdepar=12.1082, expected range: 0.9404 10.9524
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI14D1B : out of range
Severe: rms_fgdepar=12.1162, expected range: 1.4906 10.8915
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI101CC : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-15.0370, expected range: -1.3455 2.5451
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI101CC : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=15.0424, expected range: 0.1265 2.8151
BUFR LAND SYNOP 2M TEMPERATURE (K) _705AACC : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=11.2989, expected range: 0.6204 5.5453
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI140FC : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-14.8053, expected range: -12.3336 4.6278
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI140FC : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=14.8121, expected range: 0.0000 12.2730
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI174FC : out of range
Severe: avg_fgdepar=12.7356, expected range: -2.0086 12.4444
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI174FC : out of range
Severe: rms_fgdepar=12.7701, expected range: 0.0000 12.7748
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1412D : out of range
Severe: avg_fgdepar=-12.1154, expected range: -6.4220 2.8064
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1412D : out of range
Severe: rms_fgdepar=12.1232, expected range: 0.0000 6.0821
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1F25D : out of range
Severe: rms_fgdepar=10.4887, expected range: 0.8919 5.9346
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1F55F : out of range
Severe: avg_fgdepar=13.6719, expected range: -6.5453 12.4828
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1F55F : out of range
Severe: rms_fgdepar=13.6759, expected range: 0.0000 12.1201
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI117EF : out of range
Severe: rms_fgdepar=11.2930, expected range: 0.2356 6.2710
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) : out of range
2 times in the last 10 days for at least one item
Considerable: obs_number=161.0000, expected range: 309.1634 353.2116
rh2m
AUTOMATIC LAND SYNOP RH2M (%) 07361 : out of range
Severe: rms_fgdepar=37.2279, expected range: 0.0000 19.3618
BUFR LAND SYNOP RH2M (%) _MI11C35 : out of range
Severe: rms_fgdepar=33.6029, expected range: 0.0000 14.2504
AUTOMATIC LAND SYNOP RH2M (%) : out of range
2 times in the last 10 days for at least one item
Considerable: obs_number=159.0000, expected range: 298.9376 358.8124