Preprints
https://doi.org/10.5194/egusphere-2026-3996
https://doi.org/10.5194/egusphere-2026-3996
02 Sep 2026
 | 02 Sep 2026
Status: this preprint is open for discussion and under review for Atmospheric Measurement Techniques (AMT).

Discretized thermodynamic imaging for the measurement of precipitation and winds

Timothy J. Garrett, Ryan Szczerbinksi, Eric R. Pardyjak, Dhiraj K. Singh, Allan T. Reaburn, Benjamin H. Silberman, Karlie N. Rees, and Alexander Blackmer

Abstract. Precipitation and winds impart spatially and temporally variable thermodynamic signatures on surfaces. Here, we describe two new hotplate sensors, the DTI-pm and DTI-de, that sample energy flows using a discretized thermodynamic imaging (DTI) principle. Unlike prior single-element hotplate devices, DTI measurements are obtained at sufficiently high spatial resolution to separate component thermodynamic signatures. The DTI-pm is a sensor array of individually controlled micro-hotplates, each using pulse-width modulation to maintain a constant elevated temperature of each sensor element, measuring the power required to do so. The DTI-de uses an infrared camera that passively monitors radiative temperatures on a heated metal plate by exploiting the differential emissivity between metal and water; heat transfer physics is used to infer the power of thermodynamic cooling. Both techniques are shown here to be capable of measuring with exceptionally high accuracy and precision a wide range of precipitation characteristics, including mass, size, and the density of individual multi-phase hydrometeors, as well as continuous bulk precipitation rates and snow density. The DTI-de achieves a spatial resolution of 0.2 mm with a mass sensitivity of 1 µg, while the DTI-pm provides a spatial resolution of 1 mm and a mass sensitivity of 0.5 µg. Preliminary results suggest the potential for the DTI-pm and DTI-de to concurrently measure wind speed and direction.

Competing interests: The DTI-de and DTI-de technologies are protected through US patents 11674878 and 11640013 including authors D.K.S., E.R.P., and T.J.G.. They are commercially available through Particle Flux Analytics, Inc. (PFA) of which A.T.R and T.J.G. are co-founders. PFA has a license from the University of Utah to commercialize DTI devices.

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Timothy J. Garrett, Ryan Szczerbinksi, Eric R. Pardyjak, Dhiraj K. Singh, Allan T. Reaburn, Benjamin H. Silberman, Karlie N. Rees, and Alexander Blackmer

Status: open (until 08 Oct 2026)

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Timothy J. Garrett, Ryan Szczerbinksi, Eric R. Pardyjak, Dhiraj K. Singh, Allan T. Reaburn, Benjamin H. Silberman, Karlie N. Rees, and Alexander Blackmer

Data sets

Laboratory and Field Validation Data for Discretized Thermodynamic Imaging Measurements of Precipitation and Winds T. J. Garrett, E. R. Pardyjak, and D. S. Singh https://hive.utah.edu/records/nxsf5-z6814

Timothy J. Garrett, Ryan Szczerbinksi, Eric R. Pardyjak, Dhiraj K. Singh, Allan T. Reaburn, Benjamin H. Silberman, Karlie N. Rees, and Alexander Blackmer
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Latest update: 02 Sep 2026
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Short summary
Two new sensors are described for the first physical principles measurement of precipitation and winds. The first uses an infrared video camera to passively measure fluctuations in the radiative temperature of a heated metal plate. The second actively maintains a dense array of micro-hotplates at an elevated temperature. Both devices show very high accuracy and sensitivity compared to existing sensors, and the potential is for winds and precipitation to be measured by a single instrument.
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