DQRID : D170329.13
Start DateStart TimeEnd DateEnd Time Data Quality Metric
02/05/19960000Open Ended0000Suspect
more
Subject:
SGP/SWATS (All) - Similar Soil Temperature Trends At Soil Depths Below 15 cm; Exaggerated 
at E31-E38
DataStreams:sgpswatsE18.a1, sgpswatsE1.b1, sgpswatsE6.b1, sgpswatsE8.a1, sgpswatsE9.a1, sgpswatsE12.b1,
sgpswatsE7.b1, sgpswatsE15.b1, sgpswatsE6.a1, sgpswatsE32.b1, sgpswatsE7.a1,
sgpswatsE12.a1, sgpswatsE4.b1, sgpswatsE2.b1, sgpswatsE20.b1, sgpswatsE34.b1, sgpswatsE19.b1,
sgpswatsE13.b1, sgpswatsE19.a1, sgpswatsE27.b1, sgpswatsE25.a1, sgpswatsE11.a1,
sgpswatsE33.b1, sgpswatsE37.b1, sgpswatsE4.a1, sgpswatsE18.b1, sgpswatsE13.a1,
sgpswatsE36.b1, sgpswatsE3.b1, sgpswatsE9.b1, sgpswatsE20.a1, sgpswatsE15.a1, sgpswatsE16.a1,
sgpswatsE22.a1, sgpswatsE38.b1, sgpswatsE22.b1, sgpswatsE5.a1, sgpswatsE11.b1,
sgpswatsE31.b1, sgpswatsE3.a1, sgpswatsE16.b1, sgpswatsE8.b1, sgpswatsE1.a1, sgpswatsE24.b1,
sgpswatsE25.b1, sgpswatsE10.a1, sgpswatsE24.a1, sgpswatsE2.a1, sgpswatsE10.b1,
sgpswatsE35.b1, sgpswatsE5.b1
Description:
At all SWATS locations, all soil levels below 15cm show essentially the same magnitude of 
soil temperature change on a daily basis and at the same times as the 15cm level, with no 
delay at greater depths. This does not represent physical reality at these depths. 

Furthermore, this behavior began with the very first installation of the SWATS and has 
been seen in every SWATS system.

However, the magnitude of this problem is much greater at extended facilities E31 through 
E38. 

Comparison of the SWATS with co-located SEBS or EBBR 5cm soil temperatures shows that the 
diurnal trend of soil temperature at 5cm is similar for the SWATS and the EBBR or SEBS, 
but usually exhibits a larger maximum and a lower minimum. The SWATS minimum also is 
reached less smoothly than the EBBR or SEBS. This is likely because the SEBS and EBBR soil 
temperature measurements are an integration from the surface to 5cm depth.

The SWATS pattern is also seen, to a much more minor extent, in the trise,  trise_ref, 
water content, soil water potential, and fractional water index measurements at 15cm and 
below; however, the variation in these measurements is well within the uncertainty of the 
measurements.

It appears that the SWATS probe thermistor lead connections with the datalogger terminal 
strip were acting as thermocouples. Why the effect was so much greater at E31-38 is not 
clear, but it probably has something to do with how the lead connections to the datalogger 
were performed.

This situation particularly affects the measurements during daytime hours, and corresponds 
with heating of the SWATS enclosure by the Sun. 

5cm SWATS soil temperatures are very similar to co-located EBBR or SEBS 1-5 cm integrated 
temperatures at most extended facilities, and therefore appear to be valid (the solar 
heating/thermocouple effect may be swamped by the actual soil temperature diurnal change). 

15cm SWATS soil temperatures may also be valid at extended facilities other than E31-38, 
as they show a larger diurnal variation than lower depths and about midway in magnitude 
between the 5cm and 25 cm measurements.

Since it seems likely that the soil temperature measurements below 15cm were affected by 
the solar heating of the enclosure at all but E31-38, and at all depths below 5cm at 
E31-38, individual measurements of soil temperature at these depths during daylight hours, and 
daily averages of the same, can not be trusted on most (particularly sunny) days. The 
effect on cloudy days seems smaller.
Suggestions: 
Use only nighttime SWATS soil temperature measurements to calculate daily average 

soil temperature for depths below 5cm for extended facilities E31 through E38, and at 
depths greater than 15 cm for all other extended facilities.

Measurements of SWATS 5cm soil temperature are valid for all extended facilities. Measurements at 15 cm are valid for extended facilities other than E31-38. 

All other SWATS soil temperature measurements are suspect.


Use only nighttime SWATS soil temperature measurements to calculate daily average 

soil temperature for depths below 5cm for extended facilities E31 through E38, and at depths greater than 15 cm for all other extended facilities.

Measurements of SWATS 5cm soil temperature are valid for all extended facilities. Measurements at 15 cm are valid for extended facilities other than E31-38. 

All other SWATS soil temperature measurements are suspect.
Measurements:sgpswatsE32.b1:
  • tsoil_e
  • tsoil_w
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sgpswatsE12.a1:
  • tsoil_E
  • tsoil_W
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sgpswatsE1.a1:
  • tsoil_W
  • tsoil_E
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sgpswatsE2.b1:
  • tsoil_W
  • tsoil_E
  • tsoil_w
  • tsoil_e
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sgpswatsE16.a1:
  • tsoil_E
  • tsoil_W
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sgpswatsE13.b1:
  • tsoil_w
  • tsoil_e
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sgpswatsE36.b1:
  • tsoil_w
  • tsoil_e
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sgpswatsE9.a1:
  • tsoil_E
  • tsoil_W
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sgpswatsE22.b1:
  • tsoil_e
  • tsoil_W
  • tsoil_w
  • tsoil_E
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sgpswatsE6.b1:
  • tsoil_w
  • tsoil_e
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sgpswatsE5.a1:
  • tsoil_W
  • tsoil_E
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sgpswatsE25.a1:
  • tsoil_E
  • tsoil_W
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sgpswatsE33.b1:
  • tsoil_w
  • tsoil_e
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sgpswatsE11.a1:
  • tsoil_E
  • tsoil_W
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sgpswatsE2.a1:
  • tsoil_W
  • tsoil_E
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sgpswatsE12.b1:
  • tsoil_e
  • tsoil_w
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sgpswatsE15.a1:
  • tsoil_E
  • tsoil_W
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sgpswatsE16.b1:
  • tsoil_e
  • tsoil_w
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sgpswatsE19.a1:
  • tsoil_W
  • tsoil_E
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sgpswatsE37.b1:
  • tsoil_e
  • tsoil_w
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sgpswatsE7.b1:
  • tsoil_e
  • tsoil_w
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sgpswatsE22.a1:
  • tsoil_E
  • tsoil_W
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sgpswatsE6.a1:
  • tsoil_E
  • tsoil_W
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sgpswatsE3.b1:
  • tsoil_e
  • tsoil_w
  • tsoil_E
  • tsoil_W
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sgpswatsE27.b1:
  • tsoil_E
  • tsoil_e
  • tsoil_W
  • tsoil_w
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sgpswatsE10.a1:
  • tsoil_W
  • tsoil_E
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sgpswatsE11.b1:
  • tsoil_w
  • tsoil_e
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sgpswatsE3.a1:
  • tsoil_W
  • tsoil_E
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sgpswatsE38.b1:
  • tsoil_e
  • tsoil_w
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sgpswatsE15.b1:
  • tsoil_e
  • tsoil_w
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sgpswatsE18.a1:
  • tsoil_W
  • tsoil_E
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sgpswatsE34.b1:
  • tsoil_e
  • tsoil_w
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sgpswatsE19.b1:
  • tsoil_w
  • tsoil_e
  • tsoil_W
  • tsoil_E
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sgpswatsE8.b1:
  • tsoil_W
  • tsoil_E
  • tsoil_w
  • tsoil_e
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sgpswatsE20.b1:
  • tsoil_w
  • tsoil_e
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sgpswatsE7.a1:
  • tsoil_W
  • tsoil_E
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sgpswatsE4.b1:
  • tsoil_w
  • tsoil_e
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sgpswatsE24.b1:
  • tsoil_w
  • tsoil_e
  • tsoil_W
  • tsoil_E
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sgpswatsE31.b1:
  • tsoil_w
  • tsoil_e
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sgpswatsE10.b1:
  • tsoil_w
  • tsoil_e
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sgpswatsE1.b1:
  • tsoil_e
  • tsoil_W
  • tsoil_E
  • tsoil_w
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sgpswatsE13.a1:
  • tsoil_E
  • tsoil_W
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sgpswatsE35.b1:
  • tsoil_e
  • tsoil_w
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sgpswatsE18.b1:
  • tsoil_W
  • tsoil_e
  • tsoil_w
  • tsoil_E
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sgpswatsE20.a1:
  • tsoil_W
  • tsoil_E
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sgpswatsE8.a1:
  • tsoil_W
  • tsoil_E
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sgpswatsE9.b1:
  • tsoil_e
  • tsoil_w
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sgpswatsE5.b1:
  • tsoil_E
  • tsoil_W
  • tsoil_e
  • tsoil_w
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sgpswatsE4.a1:
  • tsoil_E
  • tsoil_W
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sgpswatsE25.b1:
  • tsoil_W
  • tsoil_e
  • tsoil_E
  • tsoil_w
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sgpswatsE24.a1:
  • tsoil_W
  • tsoil_E
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