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Monthly QA Report

Quality Assurance

The Oklahoma Mesonet’s quality-assurance (QA) consists of four principal components:
1) laboratory calibration,
2) on-site intercomparison,
3) automated QA, and
4) manual QA.

In the instrument laboratory, all sensors are calibrated to validate or improve upon factory calibrations.

On an annual basis, the accuracy of several types of sensors in the field is verified through comparison to calibrated reference sensors housed in a portable system.

To make a first pass through the 640,000+ observations that are received at the Mesonet each day, automated QA software includes numerous algorithms to evaluate the data received from remote stations.

Finally, the Mesonet’s QA meteorologists employ numerous manual techniques to complement automated QA including analysis of monthly statistics to detect sensor drift or bias (click on a month and year to the left to download a PDF version of a Monthly Report). In addition to detecting problematic sensors, the QA meteorologists trace the true start time of each problem so that appropriate data can be manually flagged as erroneous. The QA meteorologists are responsible for communicating problems to, and coordinating with, appropriate field technicians to ensure proper resolution (see a list of the current outstanding tickets below).

Current Trouble Tickets in the Oklahoma Mesonet
(For questions regarding these tickets, contact )

Station Variable Date Reported Problem Description
LAHO 229L Delta Temperature at 10cm under Sod 2020-08-03 22:11:25 Starting and final temperature report -7999. Both soil moisture and temperature errant. Please replace sensor.
LAHO 229L Delta Temperature at 5 cm 2020-08-03 22:07:05 Sensor is slow to saturate following heavy rainfall events. Please replace sensor.
SALL Solar Radiation 2020-08-03 22:04:10 SRAD sensor sometimes reports missing or negative values during overnight and early morning hours. Please replace sensor.
CENT Rain since midnight UTC at 0.6m 2020-07-31 21:45:42 Gauges record occasional errant rain tips. Please replace RG cables only.
EUFA Wind Speed at 2 m 2020-07-30 20:15:52 2m wind speed sometimes reports zero when 10m wind is above 3m/s. Please replace sensor.
GRA2 229L Delta Temperature at 60 cm 2020-07-30 19:38:59 Heater no longer heating. Soil temperature fine. Check all wiring and values before replacing.
GRA2 Solar Radiation 2020-07-30 19:31:44 Solar radiation sometimes reports values less than expected during sunny conditions. Please replace sensor.
MANG Air Temperature at 1.5 m 2020-07-28 21:26:19 TAIR is 0.6C warmer than TSLO during sunny conditions. Please inspect aspirated shelter for issue.
MIAM 229L Delta Temperature at 60 cm 2020-07-27 20:45:41 60cm soil moisture starting temperature reports around 500 C. Final temperature is -7999.
OILT Soil Temperature at 30 cm under Native Vegetation 2020-07-14 15:19:55 Continuity soil temperature at 30cm under sod displays an errant step down in data. Lightning in vicinity of site when problem arose.
OILT 229L Delta Temperature at 10cm under Bare Soils 2020-07-14 15:13:09 Standard soil temperature at 10cm under bare soil reporting -7999. Lightning in the vicinity of site when problem arose.
OILT 229L Delta Temperature at 10cm under Sod 2020-07-14 15:05:28 Standard soil temperature at 10cm under sod reporting -7999. Lightning in the vicinity of site when problem arose.
OILT 229L Delta Temperature at 60 cm 2020-07-14 14:56:00 Soil temperature at 60cm reporting -7999. Lightning in the vicinity of site when problem arose.
OILT Soil Temperature at 10 cm under Native Vegetation 2020-07-13 22:21:58 Continuity soil temperature at 10cm under sod suddenly reports values greater than 100C. Lightning in vicinity at time of problem.
YUKO 229L Delta Temperature at 25 cm 2020-06-29 21:34:00 Sensor no longer heating, resulting in errant soil moisture values. Soil temperature is fine.
NEWK 229L Delta Temperature at 60 cm 2020-06-22 21:17:46 60-cm sensor doesn't heat as expected, resulting in bad soil moisture data. Soil temperature is fine.