Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
6773179 | Soil and Tillage Research | 2018 | 12 Pages |
Abstract
Quantifying the dynamics of surface soil bulk density (Ïb) is important for characterizing water, heat, and gas exchanges in agricultural and environmental applications. Unfortunately, very few approaches are available for continuous in-situ monitoring of Ïb. The soil heat capacity-based (C-based) thermo-time domain reflectometry (thermo-TDR) approach has been used to measure Ïb in-situ, but this approach gives Ïb estimates with relatively large errors. In this study, we present a new soil thermal conductivity-based (λ-based) thermo-TDR approach for continuous and automatic determination of Ïb variation in-situ. An error analysis, literature data, and field experiments were used to evaluate the performance of the C-based and λ-based approaches. The error analysis undertaken on hypothetical soils indicated that the new λ-based approach was less sensitive to errors in the measurement inputs than was the C-based approach when the same relative errors occurred, except on very dry soils. Thermo-TDR measurements reported in the literature on seven soils showed that the new λ-based approach provided more accurate and precise Ïb estimates, with coefficient of determination (R2) of 0.70 and root mean square error (RMSE) of 0.103â¯Mgâ¯mâ3, than did the C-based approach which gave Ïb with R2 of 0.32 and RMSE of 0.178â¯Mgâ¯mâ3. Two field experiments were conducted to test the performance of the new λ-based thermo-TDR approach for monitoring Ïb dynamics. The results showed that following tillage surface Ïb increased by about 35% within 40 days. The Ïb obtained by the λ-based thermo-TDR approach agreed well with independent core sampling measurements, with an average RMSE of 0.122â¯Mgâ¯mâ3. The C-based approach failed to give acceptable Ïb estimates in most cases because of probe deflection and environmental factors. We conclude that the new λ-based thermo-TDR approach is a promising method for continuous in situ measurements of Ïb.
Keywords
Related Topics
Physical Sciences and Engineering
Energy
Renewable Energy, Sustainability and the Environment
Authors
Zhengchao Tian, Yili Lu, Tusheng Ren, Robert Horton, Joshua L. Heitman,