Yongwei Fu, Behzad Ghanbarian, Robert Horton, Joshua Heitman
{"title":"非饱和土壤中土壤导热性与保水性之间相关性的新见解","authors":"Yongwei Fu, Behzad Ghanbarian, Robert Horton, Joshua Heitman","doi":"10.1002/vzj2.20297","DOIUrl":null,"url":null,"abstract":"The heat transfer and water retention in soils, governed by soil thermal conductivity (λ) and soil water retention curve (SWRC), are coupled. Soil water content (θ) significantly affects λ. Several models have been developed to describe λ(θ) relationships for unsaturated soils. Ghanbarian and Daigle presented a percolation-based effective-medium approximation (P-EMA) for λ(θ) with two parameters: scaling exponent (<i>t</i><sub>s</sub>) and critical water content (θ<sub>c</sub>). In this study, we explored the new insights into the correlation between soil thermal conductivity and water retention using the P-EMA and van Genuchten models. The θ<sub>c</sub> was strongly correlated to selected soil hydraulic and physical properties, such as water contents at wilting point (θ<sub>pwp</sub>), inflection point (θ<sub>i</sub>), and hydraulic continuity (θ<sub>hc</sub>) determined from measured SWRCs for a 23-soil calibration dataset. The established relationships were then evaluated on a seven-soil validation dataset to estimate θ<sub>c</sub>. Results confirmed their robustness with root mean square error ranging from 0.011 to 0.015 cm<sup>3</sup> cm<sup>−3</sup>, MAE ranging from 0.008 to 0.013 cm<sup>3</sup> cm<sup>−3</sup>, and <i>R</i><sup>2</sup> of 0.98. Further discussion investigated the underlying mechanism for the correlation between θ<sub>c</sub> with θ<sub>hc</sub> which dominate both heat transfer and water flow. More importantly, this study revealed the possibility to further investigate the general relationship between λ(θ) and SWRC data in the future.","PeriodicalId":23594,"journal":{"name":"Vadose Zone Journal","volume":"37 1","pages":""},"PeriodicalIF":2.5000,"publicationDate":"2023-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"New insights into the correlation between soil thermal conductivity and water retention in unsaturated soils\",\"authors\":\"Yongwei Fu, Behzad Ghanbarian, Robert Horton, Joshua Heitman\",\"doi\":\"10.1002/vzj2.20297\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The heat transfer and water retention in soils, governed by soil thermal conductivity (λ) and soil water retention curve (SWRC), are coupled. Soil water content (θ) significantly affects λ. Several models have been developed to describe λ(θ) relationships for unsaturated soils. Ghanbarian and Daigle presented a percolation-based effective-medium approximation (P-EMA) for λ(θ) with two parameters: scaling exponent (<i>t</i><sub>s</sub>) and critical water content (θ<sub>c</sub>). In this study, we explored the new insights into the correlation between soil thermal conductivity and water retention using the P-EMA and van Genuchten models. The θ<sub>c</sub> was strongly correlated to selected soil hydraulic and physical properties, such as water contents at wilting point (θ<sub>pwp</sub>), inflection point (θ<sub>i</sub>), and hydraulic continuity (θ<sub>hc</sub>) determined from measured SWRCs for a 23-soil calibration dataset. The established relationships were then evaluated on a seven-soil validation dataset to estimate θ<sub>c</sub>. Results confirmed their robustness with root mean square error ranging from 0.011 to 0.015 cm<sup>3</sup> cm<sup>−3</sup>, MAE ranging from 0.008 to 0.013 cm<sup>3</sup> cm<sup>−3</sup>, and <i>R</i><sup>2</sup> of 0.98. Further discussion investigated the underlying mechanism for the correlation between θ<sub>c</sub> with θ<sub>hc</sub> which dominate both heat transfer and water flow. More importantly, this study revealed the possibility to further investigate the general relationship between λ(θ) and SWRC data in the future.\",\"PeriodicalId\":23594,\"journal\":{\"name\":\"Vadose Zone Journal\",\"volume\":\"37 1\",\"pages\":\"\"},\"PeriodicalIF\":2.5000,\"publicationDate\":\"2023-12-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Vadose Zone Journal\",\"FirstCategoryId\":\"89\",\"ListUrlMain\":\"https://doi.org/10.1002/vzj2.20297\",\"RegionNum\":3,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Vadose Zone Journal","FirstCategoryId":"89","ListUrlMain":"https://doi.org/10.1002/vzj2.20297","RegionNum":3,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
New insights into the correlation between soil thermal conductivity and water retention in unsaturated soils
The heat transfer and water retention in soils, governed by soil thermal conductivity (λ) and soil water retention curve (SWRC), are coupled. Soil water content (θ) significantly affects λ. Several models have been developed to describe λ(θ) relationships for unsaturated soils. Ghanbarian and Daigle presented a percolation-based effective-medium approximation (P-EMA) for λ(θ) with two parameters: scaling exponent (ts) and critical water content (θc). In this study, we explored the new insights into the correlation between soil thermal conductivity and water retention using the P-EMA and van Genuchten models. The θc was strongly correlated to selected soil hydraulic and physical properties, such as water contents at wilting point (θpwp), inflection point (θi), and hydraulic continuity (θhc) determined from measured SWRCs for a 23-soil calibration dataset. The established relationships were then evaluated on a seven-soil validation dataset to estimate θc. Results confirmed their robustness with root mean square error ranging from 0.011 to 0.015 cm3 cm−3, MAE ranging from 0.008 to 0.013 cm3 cm−3, and R2 of 0.98. Further discussion investigated the underlying mechanism for the correlation between θc with θhc which dominate both heat transfer and water flow. More importantly, this study revealed the possibility to further investigate the general relationship between λ(θ) and SWRC data in the future.
期刊介绍:
Vadose Zone Journal is a unique publication outlet for interdisciplinary research and assessment of the vadose zone, the portion of the Critical Zone that comprises the Earth’s critical living surface down to groundwater. It is a peer-reviewed, international journal publishing reviews, original research, and special sections across a wide range of disciplines. Vadose Zone Journal reports fundamental and applied research from disciplinary and multidisciplinary investigations, including assessment and policy analyses, of the mostly unsaturated zone between the soil surface and the groundwater table. The goal is to disseminate information to facilitate science-based decision-making and sustainable management of the vadose zone. Examples of topic areas suitable for VZJ are variably saturated fluid flow, heat and solute transport in granular and fractured media, flow processes in the capillary fringe at or near the water table, water table management, regional and global climate change impacts on the vadose zone, carbon sequestration, design and performance of waste disposal facilities, long-term stewardship of contaminated sites in the vadose zone, biogeochemical transformation processes, microbial processes in shallow and deep formations, bioremediation, and the fate and transport of radionuclides, inorganic and organic chemicals, colloids, viruses, and microorganisms. Articles in VZJ also address yet-to-be-resolved issues, such as how to quantify heterogeneity of subsurface processes and properties, and how to couple physical, chemical, and biological processes across a range of spatial scales from the molecular to the global.