Multi‐year simulation and model calibration of soil moisture and temperature profiles in till soil

• Published in: European journal of soil science Vol. 68; no. 6; pp. 829 - 839
• Main Authors: Okkonen, J., Ala‐Aho, P., Hänninen, P., Hayashi, M., Sutinen, R., Liwata, P.
• Format: Journal Article
• Language: English
• Published: Oxford, UK Blackwell Publishing Ltd 01.11.2017; Wiley Subscription Services, Inc
• Subjects: Climate; Climate change; Climate change models; Climate effects; Climate models; Cold weather; Computer simulation; Dynamics; Frost; Frozen ground; Glacial till; Heat; Heat transport; Infiltration; Modelling; Moisture content; Parameter sensitivity; Parameterization; Parameters; Predictions; Profiles; Retention; Sensitivity; Sensitivity analysis; Simulation; Snow accumulation; Snowmelt; Soil; Soil conditions; Soil moisture; Soil temperature; Soil water; Temperature data; Temperature effects; Temperature profile; Temperature profiles; Thermal conductivity; Topsoil; Water distribution; Water infiltration; Water transfer; Winter
• ISSN: 1351-0754; 1365-2389
• DOI: 10.1111/ejss.12489

Summary In Nordic regions water infiltration into soil is controlled by soil moisture content and frozen soil conditions, which are regulated by soil temperature. For long‐term model predictions of the effects of climate change, models need to be tested with long‐term data to assess model sensitivity to parameter uncertainties under both typical and exceptional conditions. Ten‐year (2002–2011) daily soil moisture and temperature data at different depths in glacial till soils in central Finland were used to assess the sensitivity of a coupled heat and water transfer model, COUP, to model parameters. The model was most sensitive to the parameters controlling snow accumulation and melt, the thermal conductivity of frozen soil and soil water retention characteristics. Observed time series for soil temperature and moisture at different depths were matched reasonably well by model simulations, although the model performance with respect to moisture dynamics in the topsoil was relatively poor. The model was not able to simulate accurately exceptional winter conditions, such as mid‐winter snowmelt events. This study showed that the main characteristics of long‐term variation in soil temperature for till‐derived soil in a cold climate can be resolved by a coupled water and heat transport model. Better characterization of infiltration in cold climates would require measurement of water fluxes, and soil frost occurrence and penetration. Highlights Ten‐year soil temperature and moisture observations are predicted with coupled heat and water model. Snow processes and soil thermal and water retention properties proved critical in our simulations. Exceptional winter conditions pose a challenge in parameterization of the model. Studies measuring water fluxes and soil frost occurrence are needed for advances in modelling.