Theoretical and Experimental Investigation of Thermal Conductivity of Unsaturated Soils Amended with a Sustainable Biochar
This study investigates the thermal conductivity of unsaturated kaolin soil amended with biochar to promote sustainable geotechnical engineering. Biochar from agricultural waste offers the dual benefits of carbon sequestration and sustainable waste management. Experimental measurements were conducte...
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description | This study investigates the thermal conductivity of unsaturated kaolin soil amended with biochar to promote sustainable geotechnical engineering. Biochar from agricultural waste offers the dual benefits of carbon sequestration and sustainable waste management. Experimental measurements were conducted for kaolin soil with 0% (control) and 10% biochar under varying moisture contents. Peach pit biochar increased thermal conductivity by 2–3% at 30–40% saturation and 40–50% at higher saturation as compared to the bare soil. Reed biochar decreased thermal conductivity by 1–2% at lower saturation but increased it by 55–60% at higher saturation. Applewood biochar increased thermal conductivity by 35–50% at moderate saturation, decreased beyond 50% water content, and had minimal variation at lower saturation. Further, the existing empirical models (such as Kersten and the Johansen model, Wiener’s model, and Mickley’s model) for predicting the thermal conductivity of materials were validated using the measured results of biochar-amended soils. Adding 10% biochar reduces thermal conductivity by 34.8%, and the Haigh model (2012) fits best with high accuracy and lower RMSE values than models such as Kersten and Johansen, which appears to be less reliable in case of biochar-amended soils. With an addition of biochar, the R2 values of the models decreased from a range of 0.8 to 0.9 to a range of 0.4–0.6, indicating the need for better model adaptation. Wiener bounds accurately predicted thermal conductivity at low saturation levels but varied greatly at higher ones. The most variable sample was peach pit biochar, highlighting the need to refine predictive models for material-specific differences. These findings provide a foundation for developing improved predictive models and integrating biochar into sustainable geotechnical and geothermal systems. |
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Biochar from agricultural waste offers the dual benefits of carbon sequestration and sustainable waste management. Experimental measurements were conducted for kaolin soil with 0% (control) and 10% biochar under varying moisture contents. Peach pit biochar increased thermal conductivity by 2–3% at 30–40% saturation and 40–50% at higher saturation as compared to the bare soil. Reed biochar decreased thermal conductivity by 1–2% at lower saturation but increased it by 55–60% at higher saturation. Applewood biochar increased thermal conductivity by 35–50% at moderate saturation, decreased beyond 50% water content, and had minimal variation at lower saturation. Further, the existing empirical models (such as Kersten and the Johansen model, Wiener’s model, and Mickley’s model) for predicting the thermal conductivity of materials were validated using the measured results of biochar-amended soils. Adding 10% biochar reduces thermal conductivity by 34.8%, and the Haigh model (2012) fits best with high accuracy and lower RMSE values than models such as Kersten and Johansen, which appears to be less reliable in case of biochar-amended soils. With an addition of biochar, the R2 values of the models decreased from a range of 0.8 to 0.9 to a range of 0.4–0.6, indicating the need for better model adaptation. Wiener bounds accurately predicted thermal conductivity at low saturation levels but varied greatly at higher ones. The most variable sample was peach pit biochar, highlighting the need to refine predictive models for material-specific differences. These findings provide a foundation for developing improved predictive models and integrating biochar into sustainable geotechnical and geothermal systems.</description><identifier>ISSN: 2071-1050</identifier><identifier>EISSN: 2071-1050</identifier><identifier>DOI: 10.3390/su162310564</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Analysis ; Biomass ; Clay ; Deformation ; Geotechnology ; Geothermal power ; Heat conductivity ; Heat transfer ; Humidity ; Infrastructure ; Mechanical properties ; Moisture content ; Particle size ; Polyesters ; Polymers ; Refuse and refuse disposal ; Shear strength ; Soils ; Sustainability ; Sustainable materials ; Waste management</subject><ispartof>Sustainability, 2024-12, Vol.16 (23), p.10564</ispartof><rights>COPYRIGHT 2024 MDPI AG</rights><rights>2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c259t-baa67a695ee360ec410ae88c3c64dc84f481123cb4624b19d019dfc1a566a8ba3</cites><orcidid>0000-0001-5377-8519 ; 0009-0001-0753-6989</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27922,27923</link.rule.ids></links><search><creatorcontrib>Garg, Ankit</creatorcontrib><creatorcontrib>Ramineni, Sai Krishna Akash</creatorcontrib><creatorcontrib>Liu, Xuekun</creatorcontrib><creatorcontrib>Jiang, Mingjie</creatorcontrib><creatorcontrib>Satyam, Neelima</creatorcontrib><title>Theoretical and Experimental Investigation of Thermal Conductivity of Unsaturated Soils Amended with a Sustainable Biochar</title><title>Sustainability</title><description>This study investigates the thermal conductivity of unsaturated kaolin soil amended with biochar to promote sustainable geotechnical engineering. Biochar from agricultural waste offers the dual benefits of carbon sequestration and sustainable waste management. Experimental measurements were conducted for kaolin soil with 0% (control) and 10% biochar under varying moisture contents. Peach pit biochar increased thermal conductivity by 2–3% at 30–40% saturation and 40–50% at higher saturation as compared to the bare soil. Reed biochar decreased thermal conductivity by 1–2% at lower saturation but increased it by 55–60% at higher saturation. Applewood biochar increased thermal conductivity by 35–50% at moderate saturation, decreased beyond 50% water content, and had minimal variation at lower saturation. Further, the existing empirical models (such as Kersten and the Johansen model, Wiener’s model, and Mickley’s model) for predicting the thermal conductivity of materials were validated using the measured results of biochar-amended soils. Adding 10% biochar reduces thermal conductivity by 34.8%, and the Haigh model (2012) fits best with high accuracy and lower RMSE values than models such as Kersten and Johansen, which appears to be less reliable in case of biochar-amended soils. With an addition of biochar, the R2 values of the models decreased from a range of 0.8 to 0.9 to a range of 0.4–0.6, indicating the need for better model adaptation. Wiener bounds accurately predicted thermal conductivity at low saturation levels but varied greatly at higher ones. The most variable sample was peach pit biochar, highlighting the need to refine predictive models for material-specific differences. These findings provide a foundation for developing improved predictive models and integrating biochar into sustainable geotechnical and geothermal systems.</description><subject>Analysis</subject><subject>Biomass</subject><subject>Clay</subject><subject>Deformation</subject><subject>Geotechnology</subject><subject>Geothermal power</subject><subject>Heat conductivity</subject><subject>Heat transfer</subject><subject>Humidity</subject><subject>Infrastructure</subject><subject>Mechanical properties</subject><subject>Moisture content</subject><subject>Particle size</subject><subject>Polyesters</subject><subject>Polymers</subject><subject>Refuse and refuse disposal</subject><subject>Shear strength</subject><subject>Soils</subject><subject>Sustainability</subject><subject>Sustainable materials</subject><subject>Waste management</subject><issn>2071-1050</issn><issn>2071-1050</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNpVkU1LAzEQhhdRUNSTfyDgSaSabNLs7rEWPwqCYNvzMpudbSPbpCZZv369I_WgE4Zk3jwzITNZdib4lZQVv46D0LkUfKzVXnaU80KMKOD7f86H2WmML5xMSlEJfZR9LdboAyZroGfgWnb7scVgN-gSCTP3hjHZFSTrHfMdIzps6GLqXTuYZN9s-vzRly5CGgIkbNnc2z6yCZVoKXq3ac2AzYeYwDpoemQ31ps1hJPsoIM-4unvfpwt724X04fR49P9bDp5HJl8XKVRA6AL0NUYUWqORgkOWJZGGq1aU6pOlULk0jRK56oRVcvJOyNgrDWUDcjj7HxXdxv860D_qV_8EBw9WUuhlCgKXkmirnbUCnqsret8CmBotbixxjvsLOmTMuec2lnklHDxL4GYhB9pBUOM9Wz-_J-93LEm-BgDdvWWegzhsxa8_hle_Wd48hu8L4yF</recordid><startdate>20241201</startdate><enddate>20241201</enddate><creator>Garg, Ankit</creator><creator>Ramineni, Sai Krishna Akash</creator><creator>Liu, Xuekun</creator><creator>Jiang, Mingjie</creator><creator>Satyam, Neelima</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><scope>ISR</scope><scope>4U-</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><orcidid>https://orcid.org/0000-0001-5377-8519</orcidid><orcidid>https://orcid.org/0009-0001-0753-6989</orcidid></search><sort><creationdate>20241201</creationdate><title>Theoretical and Experimental Investigation of Thermal Conductivity of Unsaturated Soils Amended with a Sustainable Biochar</title><author>Garg, Ankit ; Ramineni, Sai Krishna Akash ; Liu, Xuekun ; Jiang, Mingjie ; Satyam, Neelima</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c259t-baa67a695ee360ec410ae88c3c64dc84f481123cb4624b19d019dfc1a566a8ba3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Analysis</topic><topic>Biomass</topic><topic>Clay</topic><topic>Deformation</topic><topic>Geotechnology</topic><topic>Geothermal power</topic><topic>Heat conductivity</topic><topic>Heat transfer</topic><topic>Humidity</topic><topic>Infrastructure</topic><topic>Mechanical properties</topic><topic>Moisture content</topic><topic>Particle size</topic><topic>Polyesters</topic><topic>Polymers</topic><topic>Refuse and refuse disposal</topic><topic>Shear strength</topic><topic>Soils</topic><topic>Sustainability</topic><topic>Sustainable materials</topic><topic>Waste management</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Garg, Ankit</creatorcontrib><creatorcontrib>Ramineni, Sai Krishna Akash</creatorcontrib><creatorcontrib>Liu, Xuekun</creatorcontrib><creatorcontrib>Jiang, Mingjie</creatorcontrib><creatorcontrib>Satyam, Neelima</creatorcontrib><collection>CrossRef</collection><collection>Gale In Context: Science</collection><collection>University Readers</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><jtitle>Sustainability</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Garg, Ankit</au><au>Ramineni, Sai Krishna Akash</au><au>Liu, Xuekun</au><au>Jiang, Mingjie</au><au>Satyam, Neelima</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Theoretical and Experimental Investigation of Thermal Conductivity of Unsaturated Soils Amended with a Sustainable Biochar</atitle><jtitle>Sustainability</jtitle><date>2024-12-01</date><risdate>2024</risdate><volume>16</volume><issue>23</issue><spage>10564</spage><pages>10564-</pages><issn>2071-1050</issn><eissn>2071-1050</eissn><abstract>This study investigates the thermal conductivity of unsaturated kaolin soil amended with biochar to promote sustainable geotechnical engineering. Biochar from agricultural waste offers the dual benefits of carbon sequestration and sustainable waste management. Experimental measurements were conducted for kaolin soil with 0% (control) and 10% biochar under varying moisture contents. Peach pit biochar increased thermal conductivity by 2–3% at 30–40% saturation and 40–50% at higher saturation as compared to the bare soil. Reed biochar decreased thermal conductivity by 1–2% at lower saturation but increased it by 55–60% at higher saturation. Applewood biochar increased thermal conductivity by 35–50% at moderate saturation, decreased beyond 50% water content, and had minimal variation at lower saturation. Further, the existing empirical models (such as Kersten and the Johansen model, Wiener’s model, and Mickley’s model) for predicting the thermal conductivity of materials were validated using the measured results of biochar-amended soils. Adding 10% biochar reduces thermal conductivity by 34.8%, and the Haigh model (2012) fits best with high accuracy and lower RMSE values than models such as Kersten and Johansen, which appears to be less reliable in case of biochar-amended soils. With an addition of biochar, the R2 values of the models decreased from a range of 0.8 to 0.9 to a range of 0.4–0.6, indicating the need for better model adaptation. Wiener bounds accurately predicted thermal conductivity at low saturation levels but varied greatly at higher ones. The most variable sample was peach pit biochar, highlighting the need to refine predictive models for material-specific differences. These findings provide a foundation for developing improved predictive models and integrating biochar into sustainable geotechnical and geothermal systems.</abstract><cop>Basel</cop><pub>MDPI AG</pub><doi>10.3390/su162310564</doi><orcidid>https://orcid.org/0000-0001-5377-8519</orcidid><orcidid>https://orcid.org/0009-0001-0753-6989</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Analysis Biomass Clay Deformation Geotechnology Geothermal power Heat conductivity Heat transfer Humidity Infrastructure Mechanical properties Moisture content Particle size Polyesters Polymers Refuse and refuse disposal Shear strength Soils Sustainability Sustainable materials Waste management |
title | Theoretical and Experimental Investigation of Thermal Conductivity of Unsaturated Soils Amended with a Sustainable Biochar |
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