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A review and evaluation of 39 thermal conductivity models for frozen soils
Frozen soil thermal conductivity (λ eff) is a critical thermo-physical property that is required
for environmental, earth science, geotechnical and geo-environmental applications and …
for environmental, earth science, geotechnical and geo-environmental applications and …
[HTML][HTML] Room for improvement: A review and evaluation of 24 soil thermal conductivity parameterization schemes commonly used in land-surface, hydrological, and …
Effective thermal conductivity of soils (λ eff) is a critical parameter for agriculture,
environment science, and engineering. Functions to estimate λ eff from readily available soil …
environment science, and engineering. Functions to estimate λ eff from readily available soil …
Estimating the thermal conductivity of soils using six machine learning algorithms
Many machine learning algorithms have been applied to determine soil properties in recent
years. However, the prediction performances of thermal conductivity of soils via machine …
years. However, the prediction performances of thermal conductivity of soils via machine …
Artificial neural network for predicting the thermal conductivity of soils based on a systematic database
Thermal conductivity is a significant soil property that affects subsurface temperature
distribution and plays an essential role in geotechnical engineering. Accurate evaluation of …
distribution and plays an essential role in geotechnical engineering. Accurate evaluation of …
Application of machine learning algorithms to model soil thermal diffusivity
Soil thermal diffusivity (k) is an important thermal property that significantly affects ground
energy storage and heat transfer. Direct measurements of soil thermal diffusivity are …
energy storage and heat transfer. Direct measurements of soil thermal diffusivity are …
Comparative analysis of seven machine learning algorithms and five empirical models to estimate soil thermal conductivity
Soil thermal conductivity (λ) is an important thermal property that is crucial for surface energy
balance and water balance studies. 1602 measured soil thermal conductivity values …
balance and water balance studies. 1602 measured soil thermal conductivity values …
Machine learning facilitates connections between soil thermal conductivity, soil water content, and soil matric potential
Properly understanding the strongly coupled thermal and hydraulic properties of porous
media is crucial to interests in different fields, eg, agriculture, building physics and …
media is crucial to interests in different fields, eg, agriculture, building physics and …
Modeling thermal conductivity of clays: A review and evaluation of 28 predictive models
Effective thermal conductivity of clay (λ eff) has essential applications in disciplines such as
environmental and earth science, agriculture and engineering. Much work has been done …
environmental and earth science, agriculture and engineering. Much work has been done …
Research progress of soil thermal conductivity and its predictive models
R **uling, N Fujun, Y Qihao, Y Guoan - Cold Regions Science and …, 2024 - Elsevier
Thermal conductivity is one of the significant thermal parameters for estimating heat flux and
thermal regime of soil in cold regions. This paper summarizes the test methods of thermal …
thermal regime of soil in cold regions. This paper summarizes the test methods of thermal …
Evaluation of soil thermal conductivity schemes incorporated into CLM5. 0 in permafrost regions on the Tibetan Plateau
Soil thermal conductivity (STC) is essential parameter for revealing thermodynamic changes
and projecting changes in soil thermal regimes. However, the incorporation of different STC …
and projecting changes in soil thermal regimes. However, the incorporation of different STC …