Molecular simulation of adsorption behaviors of methane, carbon dioxide and their mixtures on kerogen: Effect of kerogen maturity and moisture content
•Realistic kerogen models are generated to quantify the adsorption isotherms.•Effect mechanisms of maturity and moisture on gases adsorption are elaborated.•Adsorption capacity is proportional to effective pore volumes of kerogen models.•Moisture effect decreases with increasing maturity at high moi...
Gespeichert in:
Veröffentlicht in: | Fuel (Guildford) 2018-01, Vol.211, p.159-172 |
---|---|
Hauptverfasser: | , , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 172 |
---|---|
container_issue | |
container_start_page | 159 |
container_title | Fuel (Guildford) |
container_volume | 211 |
creator | Huang, Liang Ning, Zhengfu Wang, Qing Qi, Rongrong Zeng, Yan Qin, Huibo Ye, Hongtao Zhang, Wentong |
description | •Realistic kerogen models are generated to quantify the adsorption isotherms.•Effect mechanisms of maturity and moisture on gases adsorption are elaborated.•Adsorption capacity is proportional to effective pore volumes of kerogen models.•Moisture effect decreases with increasing maturity at high moisture contents.•Isosteric heat of CO2 adsorption is relevant to sulfur and oxygen atoms content.
The adsorption behaviors of methane (CH4), carbon dioxide (CO2) and their mixtures are vital to understand the process of CO2 sequestration and shale gas exploitation. In this work, four realistic kerogen models with different maturities (immature (IIA), beginning of oil window (IIB), middle of oil window (IIC), postmature (IID)) were built by the molecular dynamics (MD) method. The adsorption characteristics of CH4, CO2 and their mixtures on these kerogen models with various moisture contents (0, 0.7, 1.4, 2.1, 2.8wt%) were investigated by the grand canonical Monte Carlo (GCMC) simulations. The influences of kerogen maturity and moisture content on the adsorption capacity, isosteric heat of adsorption and adsorption selectivity of gas molecules were discussed. Simulation results show that the maximum adsorption capacity of gas molecules increases with increasing kerogen maturity, but decreases with increasing moisture content, and the reduction decreases as the maturity increases at high moisture contents. The average isosteric heat of CO2 adsorption is relevant to the sulfur/oxygen content of kerogen models. The pre-adsorbed water (H2O) has a small effect on the gas isosteric adsorption heat when located in the middle of pores, but can reduce the CO2 isosteric adsorption heat by occupying the hydrophilic groups. Moreover, H2O molecules are observed to migrate and aggregate into growing clusters at higher moisture contents for kerogen IIC and IID models, increasing the gas isosteric adsorption heat. The CO2/CH4 adsorption selectivity gradually decreases to the equilibrium value with the rise of bulk pressure. Also, the selectivity decreases with increasing CO2 mole fraction for lower mature kerogen models (IIA and IIB), but increases with the CO2 mole fraction at low pressure for kerogen models of higher maturity (IIC and IID). Meanwhile, the selectivity increases for IIA, IIC and IID models, while decreases for IIB model as the moisture content increases. This study gains deep insights into the effect of kerogen maturity and moisture content on the interaction betw |
doi_str_mv | 10.1016/j.fuel.2017.09.060 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_1969931512</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0016236117311687</els_id><sourcerecordid>1969931512</sourcerecordid><originalsourceid>FETCH-LOGICAL-c365t-d7027080cd8bad923a3c09b5a4655e91c6e85872e92f330fa7becd46380c2d233</originalsourceid><addsrcrecordid>eNp9kM9O3DAQh62qSN1SXqAnS1ybMLY3f4y4VIgCEqgXOFuOPel6u7EX20HwIn3eOixnTqOZ-b6x9SPkO4OaAWvPtvU4467mwLoaZA0tfCIr1nei6lgjPpMVFKriomVfyNeUtgDQ9c16Rf7dhx2aeacjTW4qNbvgaRiptinE_Vs34EY_uxDTMp8wb7THH9ToOJSldeHFWaTaW5o36CKd3EueIxba078Ywx_05_RqHNHk5cD7iE66UC6_vplTcGmRqAk-o8_fyNGodwlP3usxefx19XB5U939vr69_HlXGdE2ubId8A56MLYftJVcaGFADo1et02DkpkW-6bvOEo-CgGj7gY0dt2KonDLhTgmp4e7-xieZkxZbcMcfXlSMdlKKVjDeKH4gTIxpBRxVPvoJh1fFQO15K-2aslfLfkrkKrkX6SLg4Tl_88Oo0rGoTdoXSxRKBvcR_p_YlOR1Q</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1969931512</pqid></control><display><type>article</type><title>Molecular simulation of adsorption behaviors of methane, carbon dioxide and their mixtures on kerogen: Effect of kerogen maturity and moisture content</title><source>Elsevier ScienceDirect Journals</source><creator>Huang, Liang ; Ning, Zhengfu ; Wang, Qing ; Qi, Rongrong ; Zeng, Yan ; Qin, Huibo ; Ye, Hongtao ; Zhang, Wentong</creator><creatorcontrib>Huang, Liang ; Ning, Zhengfu ; Wang, Qing ; Qi, Rongrong ; Zeng, Yan ; Qin, Huibo ; Ye, Hongtao ; Zhang, Wentong</creatorcontrib><description>•Realistic kerogen models are generated to quantify the adsorption isotherms.•Effect mechanisms of maturity and moisture on gases adsorption are elaborated.•Adsorption capacity is proportional to effective pore volumes of kerogen models.•Moisture effect decreases with increasing maturity at high moisture contents.•Isosteric heat of CO2 adsorption is relevant to sulfur and oxygen atoms content.
The adsorption behaviors of methane (CH4), carbon dioxide (CO2) and their mixtures are vital to understand the process of CO2 sequestration and shale gas exploitation. In this work, four realistic kerogen models with different maturities (immature (IIA), beginning of oil window (IIB), middle of oil window (IIC), postmature (IID)) were built by the molecular dynamics (MD) method. The adsorption characteristics of CH4, CO2 and their mixtures on these kerogen models with various moisture contents (0, 0.7, 1.4, 2.1, 2.8wt%) were investigated by the grand canonical Monte Carlo (GCMC) simulations. The influences of kerogen maturity and moisture content on the adsorption capacity, isosteric heat of adsorption and adsorption selectivity of gas molecules were discussed. Simulation results show that the maximum adsorption capacity of gas molecules increases with increasing kerogen maturity, but decreases with increasing moisture content, and the reduction decreases as the maturity increases at high moisture contents. The average isosteric heat of CO2 adsorption is relevant to the sulfur/oxygen content of kerogen models. The pre-adsorbed water (H2O) has a small effect on the gas isosteric adsorption heat when located in the middle of pores, but can reduce the CO2 isosteric adsorption heat by occupying the hydrophilic groups. Moreover, H2O molecules are observed to migrate and aggregate into growing clusters at higher moisture contents for kerogen IIC and IID models, increasing the gas isosteric adsorption heat. The CO2/CH4 adsorption selectivity gradually decreases to the equilibrium value with the rise of bulk pressure. Also, the selectivity decreases with increasing CO2 mole fraction for lower mature kerogen models (IIA and IIB), but increases with the CO2 mole fraction at low pressure for kerogen models of higher maturity (IIC and IID). Meanwhile, the selectivity increases for IIA, IIC and IID models, while decreases for IIB model as the moisture content increases. This study gains deep insights into the effect of kerogen maturity and moisture content on the interaction between CH4/CO2 and kerogen at microscopic scale.</description><identifier>ISSN: 0016-2361</identifier><identifier>EISSN: 1873-7153</identifier><identifier>DOI: 10.1016/j.fuel.2017.09.060</identifier><language>eng</language><publisher>Kidlington: Elsevier Ltd</publisher><subject>Adsorption ; Adsorption selectivity ; Carbon dioxide ; Carbon monoxide ; Carbon sequestration ; CH4 adsorption ; CO2 adsorption ; Computer simulation ; Exploitation ; Heat ; Heat of adsorption ; Kerogen ; Kerogen maturity ; Low pressure ; Maturity ; Methane ; Moisture ; Moisture content ; Molecular dynamics ; Molecular simulation ; Natural gas ; Oxygen content ; Pressure ; Selectivity ; Shale ; Shale gas ; Simulation ; Sulfur</subject><ispartof>Fuel (Guildford), 2018-01, Vol.211, p.159-172</ispartof><rights>2017</rights><rights>Copyright Elsevier BV Jan 1, 2018</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c365t-d7027080cd8bad923a3c09b5a4655e91c6e85872e92f330fa7becd46380c2d233</citedby><cites>FETCH-LOGICAL-c365t-d7027080cd8bad923a3c09b5a4655e91c6e85872e92f330fa7becd46380c2d233</cites><orcidid>0000-0002-2761-3128</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0016236117311687$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids></links><search><creatorcontrib>Huang, Liang</creatorcontrib><creatorcontrib>Ning, Zhengfu</creatorcontrib><creatorcontrib>Wang, Qing</creatorcontrib><creatorcontrib>Qi, Rongrong</creatorcontrib><creatorcontrib>Zeng, Yan</creatorcontrib><creatorcontrib>Qin, Huibo</creatorcontrib><creatorcontrib>Ye, Hongtao</creatorcontrib><creatorcontrib>Zhang, Wentong</creatorcontrib><title>Molecular simulation of adsorption behaviors of methane, carbon dioxide and their mixtures on kerogen: Effect of kerogen maturity and moisture content</title><title>Fuel (Guildford)</title><description>•Realistic kerogen models are generated to quantify the adsorption isotherms.•Effect mechanisms of maturity and moisture on gases adsorption are elaborated.•Adsorption capacity is proportional to effective pore volumes of kerogen models.•Moisture effect decreases with increasing maturity at high moisture contents.•Isosteric heat of CO2 adsorption is relevant to sulfur and oxygen atoms content.
The adsorption behaviors of methane (CH4), carbon dioxide (CO2) and their mixtures are vital to understand the process of CO2 sequestration and shale gas exploitation. In this work, four realistic kerogen models with different maturities (immature (IIA), beginning of oil window (IIB), middle of oil window (IIC), postmature (IID)) were built by the molecular dynamics (MD) method. The adsorption characteristics of CH4, CO2 and their mixtures on these kerogen models with various moisture contents (0, 0.7, 1.4, 2.1, 2.8wt%) were investigated by the grand canonical Monte Carlo (GCMC) simulations. The influences of kerogen maturity and moisture content on the adsorption capacity, isosteric heat of adsorption and adsorption selectivity of gas molecules were discussed. Simulation results show that the maximum adsorption capacity of gas molecules increases with increasing kerogen maturity, but decreases with increasing moisture content, and the reduction decreases as the maturity increases at high moisture contents. The average isosteric heat of CO2 adsorption is relevant to the sulfur/oxygen content of kerogen models. The pre-adsorbed water (H2O) has a small effect on the gas isosteric adsorption heat when located in the middle of pores, but can reduce the CO2 isosteric adsorption heat by occupying the hydrophilic groups. Moreover, H2O molecules are observed to migrate and aggregate into growing clusters at higher moisture contents for kerogen IIC and IID models, increasing the gas isosteric adsorption heat. The CO2/CH4 adsorption selectivity gradually decreases to the equilibrium value with the rise of bulk pressure. Also, the selectivity decreases with increasing CO2 mole fraction for lower mature kerogen models (IIA and IIB), but increases with the CO2 mole fraction at low pressure for kerogen models of higher maturity (IIC and IID). Meanwhile, the selectivity increases for IIA, IIC and IID models, while decreases for IIB model as the moisture content increases. This study gains deep insights into the effect of kerogen maturity and moisture content on the interaction between CH4/CO2 and kerogen at microscopic scale.</description><subject>Adsorption</subject><subject>Adsorption selectivity</subject><subject>Carbon dioxide</subject><subject>Carbon monoxide</subject><subject>Carbon sequestration</subject><subject>CH4 adsorption</subject><subject>CO2 adsorption</subject><subject>Computer simulation</subject><subject>Exploitation</subject><subject>Heat</subject><subject>Heat of adsorption</subject><subject>Kerogen</subject><subject>Kerogen maturity</subject><subject>Low pressure</subject><subject>Maturity</subject><subject>Methane</subject><subject>Moisture</subject><subject>Moisture content</subject><subject>Molecular dynamics</subject><subject>Molecular simulation</subject><subject>Natural gas</subject><subject>Oxygen content</subject><subject>Pressure</subject><subject>Selectivity</subject><subject>Shale</subject><subject>Shale gas</subject><subject>Simulation</subject><subject>Sulfur</subject><issn>0016-2361</issn><issn>1873-7153</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNp9kM9O3DAQh62qSN1SXqAnS1ybMLY3f4y4VIgCEqgXOFuOPel6u7EX20HwIn3eOixnTqOZ-b6x9SPkO4OaAWvPtvU4467mwLoaZA0tfCIr1nei6lgjPpMVFKriomVfyNeUtgDQ9c16Rf7dhx2aeacjTW4qNbvgaRiptinE_Vs34EY_uxDTMp8wb7THH9ToOJSldeHFWaTaW5o36CKd3EueIxba078Ywx_05_RqHNHk5cD7iE66UC6_vplTcGmRqAk-o8_fyNGodwlP3usxefx19XB5U939vr69_HlXGdE2ubId8A56MLYftJVcaGFADo1et02DkpkW-6bvOEo-CgGj7gY0dt2KonDLhTgmp4e7-xieZkxZbcMcfXlSMdlKKVjDeKH4gTIxpBRxVPvoJh1fFQO15K-2aslfLfkrkKrkX6SLg4Tl_88Oo0rGoTdoXSxRKBvcR_p_YlOR1Q</recordid><startdate>20180101</startdate><enddate>20180101</enddate><creator>Huang, Liang</creator><creator>Ning, Zhengfu</creator><creator>Wang, Qing</creator><creator>Qi, Rongrong</creator><creator>Zeng, Yan</creator><creator>Qin, Huibo</creator><creator>Ye, Hongtao</creator><creator>Zhang, Wentong</creator><general>Elsevier Ltd</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7QF</scope><scope>7QO</scope><scope>7QQ</scope><scope>7SC</scope><scope>7SE</scope><scope>7SP</scope><scope>7SR</scope><scope>7T7</scope><scope>7TA</scope><scope>7TB</scope><scope>7U5</scope><scope>8BQ</scope><scope>8FD</scope><scope>C1K</scope><scope>F28</scope><scope>FR3</scope><scope>H8D</scope><scope>H8G</scope><scope>JG9</scope><scope>JQ2</scope><scope>KR7</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>P64</scope><orcidid>https://orcid.org/0000-0002-2761-3128</orcidid></search><sort><creationdate>20180101</creationdate><title>Molecular simulation of adsorption behaviors of methane, carbon dioxide and their mixtures on kerogen: Effect of kerogen maturity and moisture content</title><author>Huang, Liang ; Ning, Zhengfu ; Wang, Qing ; Qi, Rongrong ; Zeng, Yan ; Qin, Huibo ; Ye, Hongtao ; Zhang, Wentong</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c365t-d7027080cd8bad923a3c09b5a4655e91c6e85872e92f330fa7becd46380c2d233</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Adsorption</topic><topic>Adsorption selectivity</topic><topic>Carbon dioxide</topic><topic>Carbon monoxide</topic><topic>Carbon sequestration</topic><topic>CH4 adsorption</topic><topic>CO2 adsorption</topic><topic>Computer simulation</topic><topic>Exploitation</topic><topic>Heat</topic><topic>Heat of adsorption</topic><topic>Kerogen</topic><topic>Kerogen maturity</topic><topic>Low pressure</topic><topic>Maturity</topic><topic>Methane</topic><topic>Moisture</topic><topic>Moisture content</topic><topic>Molecular dynamics</topic><topic>Molecular simulation</topic><topic>Natural gas</topic><topic>Oxygen content</topic><topic>Pressure</topic><topic>Selectivity</topic><topic>Shale</topic><topic>Shale gas</topic><topic>Simulation</topic><topic>Sulfur</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Huang, Liang</creatorcontrib><creatorcontrib>Ning, Zhengfu</creatorcontrib><creatorcontrib>Wang, Qing</creatorcontrib><creatorcontrib>Qi, Rongrong</creatorcontrib><creatorcontrib>Zeng, Yan</creatorcontrib><creatorcontrib>Qin, Huibo</creatorcontrib><creatorcontrib>Ye, Hongtao</creatorcontrib><creatorcontrib>Zhang, Wentong</creatorcontrib><collection>CrossRef</collection><collection>Aluminium Industry Abstracts</collection><collection>Biotechnology Research Abstracts</collection><collection>Ceramic Abstracts</collection><collection>Computer and Information Systems Abstracts</collection><collection>Corrosion Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Engineered Materials Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Materials Business File</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Copper Technical Reference Library</collection><collection>Materials Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>Biotechnology and BioEngineering Abstracts</collection><jtitle>Fuel (Guildford)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Huang, Liang</au><au>Ning, Zhengfu</au><au>Wang, Qing</au><au>Qi, Rongrong</au><au>Zeng, Yan</au><au>Qin, Huibo</au><au>Ye, Hongtao</au><au>Zhang, Wentong</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Molecular simulation of adsorption behaviors of methane, carbon dioxide and their mixtures on kerogen: Effect of kerogen maturity and moisture content</atitle><jtitle>Fuel (Guildford)</jtitle><date>2018-01-01</date><risdate>2018</risdate><volume>211</volume><spage>159</spage><epage>172</epage><pages>159-172</pages><issn>0016-2361</issn><eissn>1873-7153</eissn><abstract>•Realistic kerogen models are generated to quantify the adsorption isotherms.•Effect mechanisms of maturity and moisture on gases adsorption are elaborated.•Adsorption capacity is proportional to effective pore volumes of kerogen models.•Moisture effect decreases with increasing maturity at high moisture contents.•Isosteric heat of CO2 adsorption is relevant to sulfur and oxygen atoms content.
The adsorption behaviors of methane (CH4), carbon dioxide (CO2) and their mixtures are vital to understand the process of CO2 sequestration and shale gas exploitation. In this work, four realistic kerogen models with different maturities (immature (IIA), beginning of oil window (IIB), middle of oil window (IIC), postmature (IID)) were built by the molecular dynamics (MD) method. The adsorption characteristics of CH4, CO2 and their mixtures on these kerogen models with various moisture contents (0, 0.7, 1.4, 2.1, 2.8wt%) were investigated by the grand canonical Monte Carlo (GCMC) simulations. The influences of kerogen maturity and moisture content on the adsorption capacity, isosteric heat of adsorption and adsorption selectivity of gas molecules were discussed. Simulation results show that the maximum adsorption capacity of gas molecules increases with increasing kerogen maturity, but decreases with increasing moisture content, and the reduction decreases as the maturity increases at high moisture contents. The average isosteric heat of CO2 adsorption is relevant to the sulfur/oxygen content of kerogen models. The pre-adsorbed water (H2O) has a small effect on the gas isosteric adsorption heat when located in the middle of pores, but can reduce the CO2 isosteric adsorption heat by occupying the hydrophilic groups. Moreover, H2O molecules are observed to migrate and aggregate into growing clusters at higher moisture contents for kerogen IIC and IID models, increasing the gas isosteric adsorption heat. The CO2/CH4 adsorption selectivity gradually decreases to the equilibrium value with the rise of bulk pressure. Also, the selectivity decreases with increasing CO2 mole fraction for lower mature kerogen models (IIA and IIB), but increases with the CO2 mole fraction at low pressure for kerogen models of higher maturity (IIC and IID). Meanwhile, the selectivity increases for IIA, IIC and IID models, while decreases for IIB model as the moisture content increases. This study gains deep insights into the effect of kerogen maturity and moisture content on the interaction between CH4/CO2 and kerogen at microscopic scale.</abstract><cop>Kidlington</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.fuel.2017.09.060</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0002-2761-3128</orcidid></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0016-2361 |
ispartof | Fuel (Guildford), 2018-01, Vol.211, p.159-172 |
issn | 0016-2361 1873-7153 |
language | eng |
recordid | cdi_proquest_journals_1969931512 |
source | Elsevier ScienceDirect Journals |
subjects | Adsorption Adsorption selectivity Carbon dioxide Carbon monoxide Carbon sequestration CH4 adsorption CO2 adsorption Computer simulation Exploitation Heat Heat of adsorption Kerogen Kerogen maturity Low pressure Maturity Methane Moisture Moisture content Molecular dynamics Molecular simulation Natural gas Oxygen content Pressure Selectivity Shale Shale gas Simulation Sulfur |
title | Molecular simulation of adsorption behaviors of methane, carbon dioxide and their mixtures on kerogen: Effect of kerogen maturity and moisture content |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-04T13%3A18%3A41IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Molecular%20simulation%20of%20adsorption%20behaviors%20of%20methane,%20carbon%20dioxide%20and%20their%20mixtures%20on%20kerogen:%20Effect%20of%20kerogen%20maturity%20and%20moisture%20content&rft.jtitle=Fuel%20(Guildford)&rft.au=Huang,%20Liang&rft.date=2018-01-01&rft.volume=211&rft.spage=159&rft.epage=172&rft.pages=159-172&rft.issn=0016-2361&rft.eissn=1873-7153&rft_id=info:doi/10.1016/j.fuel.2017.09.060&rft_dat=%3Cproquest_cross%3E1969931512%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1969931512&rft_id=info:pmid/&rft_els_id=S0016236117311687&rfr_iscdi=true |