Articles | Volume 10, issue 4
https://doi.org/10.5194/esurf-10-687-2022
https://doi.org/10.5194/esurf-10-687-2022
Research article
 | 
04 Jul 2022
Research article |  | 04 Jul 2022

Probabilistic estimation of depth-resolved profiles of soil thermal diffusivity from temperature time series

Carlotta Brunetti, John Lamb, Stijn Wielandt, Sebastian Uhlemann, Ian Shirley, Patrick McClure, and Baptiste Dafflon

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Cited articles

Abu-Hamdeh, N. H.: Thermal properties of soils as affected by density and water content, Biosyst. Eng., 86, 97–102, https://doi.org/10.1016/S1537-5110(03)00112-0, 2003. a, b
Al Nakshabandi, G. and Kohnke, H.: Thermal conductivity and diffusivity of soils as related to moisture tension and other physical properties, Agricult,. Meteorol., 2, 271–279, https://doi.org/10.1016/0002-1571(65)90013-0, 1965. a, b
An, K., Wang, W., Zhao, Y., Huang, W., Chen, L., Zhang, Z., Wang, Q., and Li, W.: Estimation from soil temperature of soil thermal diffusivity and heat flux in sub-surface layers, Bound.-Lay. Meteorol., 158, 473–488, https://doi.org/10.1007/s10546-015-0096-7, 2016. a
Andújar Márquez, J. M., Martínez Bohórquez, M. Á., and Gómez Melgar, S.: Ground thermal diffusivity calculation by direct soil temperature measurement. Application to very low enthalpy geothermal energy systems, Sensors, 16, 306, https://doi.org/10.3390/s16030306, 2016. a, b, c, d, e, f, g
Arkhangel'skaya, T.: Parameterization and mathematical modeling of the dependence of soil thermal diffusivity on the water content, Euras. Soil Sci., 42, 162–172, https://doi.org/10.1134/S1064229309020070, 2009.  a, b
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Short summary
This paper proposes a method to estimate thermal diffusivity and its uncertainty over time, at numerous locations and at an unprecedented vertical spatial resolution from soil temperature time series. We validate and apply this method to synthetic and field case studies. The improved quantification of soil thermal properties is a cornerstone for advancing the indirect estimation of the fraction of soil components needed to predict subsurface storage and fluxes of water, carbon, and nutrients.