Station 2 — Eros: QC report

ULM_Stn2 · CR1000X s/n 56674 · table FiveMin · file header program CPU:SO397545_Univ_of_LA_Measonet_Rev09282026.Stn2.wndcor.CR1X
2024-08-16 16:25 to 2026-10-04 05:05 logger clock · generated 2026-10-04 03:08
224,203unique 5-min records
38,533values flagged failure
2,514,392values flagged suspect
0dated corrections applied

Station-level findings

leveltestfinding
failureneighbor_direction30ft: median offset vs RSN, MLU, BQP = -39 deg (IQR -43 to +46, 75 days)
failureneighbor_directionsonic: median offset vs RSN, MLU, BQP = -43 deg (IQR -49 to +47, 87 days)
failuredirection_vs_lsm_neighbors30ft: median offset vs trusted LSM neighbors (15, 4, 1, 14) = +51 deg over 38 days
failuredirection_vs_lsm_neighborssonic: median offset vs trusted LSM neighbors (15, 4, 1, 14) = +48 deg over 46 days
suspectdirection_vs_other_sensors10ft-sonic: median daily difference -39 deg over 87 days
suspectsoil_depth_duplicate60 cm duplicates 50 cm on 601 days
suspectsoil_depth_duplicate75 cm duplicates 60 cm on 772 days
suspectsoil_depth_duplicate100 cm duplicates 75 cm on 769 days
suspectduplicate_records15 re-appended duplicate rows in 8 blocks removed
suspectclock_steplogger clock stepped +1 h (from 2025-03-10 06:55:00 to 2025-03-10 08:00:00)
suspectclock_steplogger clock stepped -1 h (from 2025-11-02 19:05:00 to 2025-11-02 18:10:00)
suspectclock_steplogger clock stepped +1 h (from 2026-03-08 14:55:00 to 2026-03-08 16:00:00)
infoneighbor_direction10ft: median offset vs RSN, MLU, BQP = +6 deg (IQR -1 to +10, 21 days)
infosolar_timingoverall solar timing offset -2 min over 239 clear days (positive = later than expected)
infolsm_neighborsLSM neighbors: 15 (34 km), 4 (39 km), 1 (39 km), 14 (40 km)
infovs_lsm_neighborsAirTF_Avg: median bias vs LSM neighbors +0.0 F over 704 days
infovs_lsm_neighborsRH_Avg: median bias vs LSM neighbors +4.0 % over 704 days
infovs_lsm_neighborsSeaLvlBaro_inHg_Avg: median bias vs LSM neighbors +0.009 inHg over 704 days
infovs_lsm_neighborsrain total 107.6 in vs LSM neighbor median 90.0 in over shared days (ratio 1.20); missed-rain days 0, rain-only-here days 0
infovs_lsm_neighborsSlrW_Avg: daily solar total 1.00 x LSM neighbor median over 641 days
infodirection_vs_lsm_neighbors10ft: median offset vs trusted LSM neighbors (15, 4, 1, 14) = +6 deg over 20 days
infofile_summary224218 rows read, 224203 unique records, 2024-08-16 16:25:00 to 2026-10-04 05:05:00 (logger clock)
infofiles_combinedrecord combined from 2 files: ULM_Stn2_FiveMin.dat.backup (2024-08-16 to 2026-09-28, SO397545 Univ of LA Measonet Rev08152024.Station2A.CR1X); ULM_Stn2_FiveMin.dat (2026-09-28 to 2026-10-04, SO397545_Univ_of_LA_Measonet_Rev09282026.Stn2.wndcor.CR1X)
inforecord_resetRECORD reset 222556 -> 0 (program load or table reset)
infogap2 missing records after 2026-09-28 07:55:00

Wind direction

By logger-program period (vs airports, after applied corrections)

Measured offset W = 222°. Predicted 30-ft rotation with no correction code = 180 − W; with the sign-flipped line = 360 − 2W.

period (logger clock)records30-ftsonic10-ftif no codeif sign-flippedbest explanation
2024-08-16 16:25 to 2026-09-28 07:55222,511-37°-38°+6°-42°-84°no correction code
2026-09-28 08:10 to 2026-10-04 05:001,691–––-42°-84°not explained

Proposed corrections (not applied; copy into stations.yaml to use):

sensor start end add apply reason
30ft 2024-08-16 16:25 2026-09-28 07:55 42 False model: no correction code with W=222; observed -37 deg (airports)
sonic 2024-08-16 16:25 2026-09-28 07:55 42 False model: no correction code with W=222; observed -38 deg (airports)

Flags by variable and month

Comparison with nearby LSM stations

Temperature sensor agreement

Wind speed ratios and solar timing

Power: battery, solar charging and load

Last 7 daysthis stationnetwork / expected
Overnight battery minimum12.83 V12.83 V
Lowest battery reading12.78 V
Charged in / used per day4.4 / 2.3 Ah
Reached full charge (float)8:15 am8:20 am
Solar input, sunny-day peak20.5 V~21 V
Overnight draw0.101 A
Charger temperature max39 °C
Charger minus logger voltage+0.09 Vwire drop
CH200 readings missing0.0%
Battery vs network, last 30 days+0.06 V per 30 daysfalling = weakening

Flag counts by test

variable test level records % of record
WindDir_Sonic_D1_WVT direction_vs_other_sensors failure 20160 8.99
WindDir_30ft_D1_WVT direction_vs_other_sensors failure 12384 5.52
WindDir_Sonic_D1_WVT direction_vs_lsm_neighbors failure 3168 1.41
WindDir_Sonic_D1_WVT direction_vs_neighbors failure 1728 0.77
WS_Sonic_mph_Avg sensor_missing failure 789 0.35
WindDir_30ft_D1_WVT direction_vs_lsm_neighbors failure 576 0.26
WindDir_30ft_D1_WVT direction_vs_neighbors failure 288 0.13
DewPtF dewpoint_gt_air failure 74 0.03
RH_Avg dewpoint_gt_air failure 74 0.03
WS_Sonic_mph_Avg sonic_error_value failure 17 0.01
WS_Sonic_mph_Max range failure 17 0.01
WS_Sonic_mph_Max sonic_error_value failure 17 0.01
WindDir_Sonic_D1_WVT sonic_error_value failure 17 0.01
WindDir_Sonic_SD1_WVT sonic_error_value failure 17 0.01
WS_Sonic_mph_Avg range failure 13 0.01
BatteryCurrent range failure 2 0.00
DewPtF step failure 2 0.00
VWC_60cm_Avg range failure 2 0.00
SoilTmpF_100cm_Avg range failure 1 0.00
SoilTmpF_10cm_Avg range failure 1 0.00
SoilTmpF_20cm_Avg range failure 1 0.00
SoilTmpF_30cm_Avg range failure 1 0.00
SoilTmpF_40cm_Avg range failure 1 0.00
SoilTmpF_50cm_Avg range failure 1 0.00
SoilTmpF_5cm_Avg range failure 1 0.00
SoilTmpF_60cm_Avg range failure 1 0.00
SoilTmpF_75cm_Avg range failure 1 0.00
BulkEC_75cm_Avg soil_depth_duplicate suspect 222127 99.07
Ka_75cm_Avg soil_depth_duplicate suspect 222127 99.07
SoilTmpF_75cm_Avg soil_depth_duplicate suspect 222127 99.07
VWC_75cm_Avg soil_depth_duplicate suspect 222127 99.07
BulkEC_100cm_Avg soil_depth_duplicate suspect 221261 98.69
Ka_100cm_Avg soil_depth_duplicate suspect 221261 98.69
SoilTmpF_100cm_Avg soil_depth_duplicate suspect 221261 98.69
VWC_100cm_Avg soil_depth_duplicate suspect 221261 98.69
BulkEC_60cm_Avg soil_depth_duplicate suspect 172891 77.11
Ka_60cm_Avg soil_depth_duplicate suspect 172891 77.11
SoilTmpF_60cm_Avg soil_depth_duplicate suspect 172891 77.11
VWC_60cm_Avg soil_depth_duplicate suspect 172891 77.11
WindDir_30ft_D1_WVT direction_vs_other_sensors suspect 25344 11.30
WindDir_Sonic_D1_WVT direction_vs_other_sensors suspect 25056 11.18
WindDir_Sonic_D1_WVT direction_vs_neighbors suspect 24768 11.05
WindDir_30ft_D1_WVT direction_vs_neighbors suspect 21312 9.51
WindDir_Sonic_D1_WVT direction_vs_lsm_neighbors suspect 12960 5.78
WindDir_30ft_D1_WVT direction_vs_lsm_neighbors suspect 10944 4.88
T109_30ft_F_Avg temperature_triad suspect 1751 0.78
T109_10ft_F_Avg temperature_triad suspect 712 0.32
RV_Pre_Accu_Tot rain_with_low_rh suspect 120 0.05
AirTF_Avg temperature_triad suspect 84 0.04
SlrW_Avg solar_above_clearsky suspect 82 0.04
SoilTmpF_5cm_Avg range suspect 47 0.02
VWC_10cm_Avg range suspect 41 0.02
BattV_Avg step suspect 18 0.01
SeaLvlBaro_inHg_Avg step suspect 18 0.01
T109_10ft_F_Avg step suspect 10 0.00
AirTF_Avg step suspect 8 0.00
T109_30ft_F_Avg step suspect 8 0.00
RH_Avg step suspect 7 0.00
DewPtF step suspect 6 0.00
SlrW_Avg range suspect 1 0.00

Largest failure events

start (local) end (local) n variable test detail
2025-04-02 00:00 2025-04-05 23:55 1152 WindDir_Sonic_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2025-03-18 00:00 2025-03-21 23:55 1152 WindDir_Sonic_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2025-03-12 00:00 2025-03-14 23:55 864 WindDir_Sonic_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2026-03-20 00:00 2026-03-22 23:55 864 WindDir_30ft_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2026-06-19 22:45 2026-06-22 16:25 789 WS_Sonic_mph_Avg sensor_missing WindSonic4: no readings (100% of a 24-h window blank) while the station is reporting: cable, connector, SDI-12 address/port, or sensor
2025-01-05 00:00 2025-01-06 23:55 576 WindDir_Sonic_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2026-04-06 00:00 2026-04-07 23:55 576 WindDir_Sonic_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2026-02-24 00:00 2026-02-25 23:55 576 WindDir_30ft_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2025-02-15 00:00 2025-02-16 23:55 576 WindDir_Sonic_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2025-03-04 00:00 2025-03-05 23:55 576 WindDir_30ft_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2025-05-14 00:00 2025-05-15 23:55 576 WindDir_Sonic_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2026-02-05 00:00 2026-02-06 23:55 576 WindDir_Sonic_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2025-04-17 00:00 2025-04-18 23:55 576 WindDir_30ft_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2024-12-30 00:00 2024-12-31 23:55 576 WindDir_Sonic_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2024-12-26 00:00 2024-12-26 23:55 288 WindDir_Sonic_D1_WVT direction_vs_lsm_neighbors daily direction differs from trusted LSM neighbors by > 60 deg
2024-12-14 00:00 2024-12-14 23:55 288 WindDir_Sonic_D1_WVT direction_vs_lsm_neighbors daily direction differs from trusted LSM neighbors by > 60 deg
2026-05-04 00:00 2026-05-04 23:55 288 WindDir_30ft_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2024-12-09 00:00 2024-12-09 23:55 288 WindDir_Sonic_D1_WVT direction_vs_lsm_neighbors daily direction differs from trusted LSM neighbors by > 60 deg
2024-11-21 00:00 2024-11-21 23:55 288 WindDir_Sonic_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2025-01-04 00:00 2025-01-04 23:55 288 WindDir_Sonic_D1_WVT direction_vs_neighbors daily direction differs from neighbor stations by > 60 deg
2025-01-10 00:00 2025-01-10 23:55 288 WindDir_Sonic_D1_WVT direction_vs_lsm_neighbors daily direction differs from trusted LSM neighbors by > 60 deg
2025-01-19 00:00 2025-01-19 23:55 288 WindDir_Sonic_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2024-12-28 00:00 2024-12-28 23:55 288 WindDir_30ft_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2026-05-27 00:00 2026-05-27 23:55 288 WindDir_Sonic_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2024-12-11 00:00 2024-12-11 23:55 288 WindDir_Sonic_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2025-01-31 00:00 2025-01-31 23:55 288 WindDir_Sonic_D1_WVT direction_vs_neighbors daily direction differs from neighbor stations by > 60 deg
2026-04-27 00:00 2026-04-27 23:55 288 WindDir_Sonic_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2025-01-30 00:00 2025-01-30 23:55 288 WindDir_Sonic_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2026-06-07 00:00 2026-06-07 23:55 288 WindDir_Sonic_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2026-06-21 00:00 2026-06-21 23:55 288 WindDir_30ft_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2026-06-23 00:00 2026-06-23 23:55 288 WindDir_Sonic_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2025-02-16 00:00 2025-02-16 23:55 288 WindDir_30ft_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2025-02-26 00:00 2025-02-26 23:55 288 WindDir_Sonic_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2026-03-18 00:00 2026-03-18 23:55 288 WindDir_Sonic_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2026-03-26 00:00 2026-03-26 23:55 288 WindDir_30ft_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2026-03-28 00:00 2026-03-28 23:55 288 WindDir_30ft_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2026-04-02 00:00 2026-04-02 23:55 288 WindDir_Sonic_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2024-12-31 00:00 2024-12-31 23:55 288 WindDir_30ft_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2026-04-14 00:00 2026-04-14 23:55 288 WindDir_Sonic_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg
2026-04-12 00:00 2026-04-12 23:55 288 WindDir_Sonic_D1_WVT direction_vs_other_sensors daily mean direction differs from the 10ft sensor (confirmed against airports) by > 45 deg

Corrections

Applied (from stations.yaml):

None.

Documented but not applied (apply: false):

None.

How to read this

Levels: 0 good, 1 suspect, 2 failure, 9 missing. Each variable's level is in QC_<variable> in the data file; the events file lists every flagged run with the test that set it. Station-level findings summarize patterns (sensor rotation, clock offsets, duplicate soil depths) that per-record flags can't describe on their own. Wind direction flags use daily vector means, so a flagged day marks every record in that day.