A modified normalized model for predicting effective soil thermal conductivity

被引:114
作者
He, Hailong [1 ,2 ,3 ]
Zhao, Ying [1 ,2 ]
Dyck, Miles F. [4 ]
Si, Bingcheng [5 ,6 ]
Jin, Huijun [3 ]
Lv, Jialong [1 ,2 ]
Wang, Jinxin [1 ,2 ]
机构
[1] Northwest A&F Univ, Key Lab Plant Nutr & Agrienvironm Northwest China, Minist Agr, Yangling 712100, Shaanxi, Peoples R China
[2] Northwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R China
[3] Chinese Acad Sci, Northwest Inst Ecoenvironm & Resources, State Key Lab Frozen Soil Engn, Lanzhou 730000, Gansu, Peoples R China
[4] Univ Alberta, Dept Renewable Resources, Edmonton, AB T6G 2H1, Canada
[5] Northwest A&F Univ, Coll Water Resources & Architectural Engn, Yangling 712100, Shaanxi, Peoples R China
[6] Univ Saskatchewan, Dept Soil Sci, Saskatoon, SK S7N 5A8, Canada
基金
中国国家自然科学基金; 中央高校基本科研业务费专项资金资助; 加拿大自然科学与工程研究理事会;
关键词
Effective thermal conductivity; Empirical model; Heat pulse method; Water content; TIME-DOMAIN REFLECTOMETRY; WATER-CONTENT; ELECTRICAL-CONDUCTIVITY; PEDOTRANSFER FUNCTIONS; PROBE; FLUXES;
D O I
10.1007/s11440-017-0563-z
中图分类号
P5 [地质学];
学科分类号
0709 ; 081803 ;
摘要
Effective soil thermal conductivity (lambda (eff)) describes the ability of a multiphase soil to transmit heat by conduction under unit temperature gradient. It is a critical parameter for environmental science, earth and planetary science, and engineering applications. Numerous models are available in the literature, but their applicability is generally restricted to certain soil types or water contents (theta). The objective of this study was to develop a new model in the similar form of the Johansen 1975 model to simulate the lambda (eff)(theta) relationship of soils of various soil textures and water contents. An exponential type model with two parameters is developed and a new function for calculating dry soil thermal conductivity is presented. Performance of the new model and six other normalized models were evaluated with published datasets. The results show that the new model is able to well mimic lambda (eff)(theta) relationship of soils from sand to silt loam and from oven dry to full saturation. In addition, it has the best performance among the seven models under test (with root-mean-square error of 0.059 W m(-1) degrees C-1, average deviations of 0.0009 W m(-1) degrees C-1, and Nash-Sutcliffe efficiency of 0.994). The new model has potential to improve the reliability of soil thermal conductivity estimation and be incorporated into numerical modeling for environmental, earth and engineering studies.
引用
收藏
页码:1281 / 1300
页数:20
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