A spatial-statistical investigation of surface expressions associated with cyclic steaming in the Midway-Sunset Oil Field, California
In the Midway Sunset Oil Field in Central California, operators inject steam into the shallow diatomite formation to enhance heavy oil recovery through imbibition, wettability alteration, and viscosity reduction, among other mechanisms. The injected steam, however, does not always remain in the rese...
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description | In the Midway Sunset Oil Field in Central California, operators inject steam into the shallow diatomite formation to enhance heavy oil recovery through imbibition, wettability alteration, and viscosity reduction, among other mechanisms. The injected steam, however, does not always remain in the reservoir or return through the wells. In two zones in the study area, the steam comes out at the surface, creating sinkholes, seeps, and steam outlets. These phenomena, called “surface expressions,” pose safety and environmental hazards. Even though these surface expressions are a widespread problem in Central California, they are not well documented and understood. Possible causes of the surface expressions include: high injection pressure, structurally controlled flow patterns, leakage of steam through old improperly abandoned wells, high injection volumes, or flow along naturally occurring faults, among other possible factors. This study examines attributes of the zones with surface expressions in order to determine factors that may contribute to their occurrence. Spatial statistical analysis using logistic regression, random forests, and classification trees is used to explore the relationship between the surface expressions and geological and production-related attributes. The results point to a significant spatial correlation between the surface expressions and two predictors: concentration of plugged wells and geologic seal thickness. The results guide follow-up studies to further investigate the role of well abandonment and seal thickness in the occurrence of surface expressions. |
doi_str_mv | 10.1007/s40948-020-00142-4 |
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The injected steam, however, does not always remain in the reservoir or return through the wells. In two zones in the study area, the steam comes out at the surface, creating sinkholes, seeps, and steam outlets. These phenomena, called “surface expressions,” pose safety and environmental hazards. Even though these surface expressions are a widespread problem in Central California, they are not well documented and understood. Possible causes of the surface expressions include: high injection pressure, structurally controlled flow patterns, leakage of steam through old improperly abandoned wells, high injection volumes, or flow along naturally occurring faults, among other possible factors. This study examines attributes of the zones with surface expressions in order to determine factors that may contribute to their occurrence. Spatial statistical analysis using logistic regression, random forests, and classification trees is used to explore the relationship between the surface expressions and geological and production-related attributes. The results point to a significant spatial correlation between the surface expressions and two predictors: concentration of plugged wells and geologic seal thickness. The results guide follow-up studies to further investigate the role of well abandonment and seal thickness in the occurrence of surface expressions.</description><identifier>ISSN: 2363-8419</identifier><identifier>EISSN: 2363-8427</identifier><identifier>DOI: 10.1007/s40948-020-00142-4</identifier><language>eng</language><publisher>Cham: Springer International Publishing</publisher><subject>02 PETROLEUM ; Abandoned wells ; Cyclic steaming ; Diatomaceous earth ; Diatomite ; Diatomites ; Energy ; Engineering ; Environmental hazards ; Environmental Science and Engineering ; Foundations ; Geoengineering ; Geophysics/Geodesy ; GEOSCIENCES ; Geotechnical Engineering & Applied Earth Sciences ; Hydraulics ; Imbibition ; Injection ; Logistic regression ; Oil and gas fields ; Oil fields ; Oil recovery ; Original Article ; Random forests ; Regression analysis ; Seepages ; Sinkholes ; Spatial analysis ; Statistical analysis ; Statistical methods ; Steam ; Steaming ; Surface expressions ; Thickness ; Viscosity ; Wells ; Wettability</subject><ispartof>Geomechanics and Geophysics for Geo-Energy and Geo-Resources, 2020-03, Vol.6 (1), Article 20</ispartof><rights>Springer Nature Switzerland AG 2020</rights><rights>2020© Springer Nature Switzerland AG 2020</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c390t-3552f5ecbd153ca1622af0d0dae83a9ba07789cfc8d6838bc8346f79496bb7fe3</citedby><cites>FETCH-LOGICAL-c390t-3552f5ecbd153ca1622af0d0dae83a9ba07789cfc8d6838bc8346f79496bb7fe3</cites><orcidid>0000-0002-9902-738X ; 0000-0002-7408-3350 ; 000000029902738X ; 0000000274083350</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s40948-020-00142-4$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s40948-020-00142-4$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>230,314,776,780,881,27901,27902,41464,42533,51294</link.rule.ids><backlink>$$Uhttps://www.osti.gov/servlets/purl/1635453$$D View this record in Osti.gov$$Hfree_for_read</backlink></links><search><creatorcontrib>Pollack, Ahinoam</creatorcontrib><creatorcontrib>Mukerji, Tapan</creatorcontrib><creatorcontrib>Fu, Pengcheng</creatorcontrib><creatorcontrib>Nelson, Don</creatorcontrib><creatorcontrib>Bartling, Bill</creatorcontrib><creatorcontrib>Toland, Michael</creatorcontrib><creatorcontrib>Lopez, Andy</creatorcontrib><creatorcontrib>Guice, Rod</creatorcontrib><creatorcontrib>Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)</creatorcontrib><title>A spatial-statistical investigation of surface expressions associated with cyclic steaming in the Midway-Sunset Oil Field, California</title><title>Geomechanics and Geophysics for Geo-Energy and Geo-Resources</title><addtitle>Geomech. Geophys. Geo-energ. Geo-resour</addtitle><description>In the Midway Sunset Oil Field in Central California, operators inject steam into the shallow diatomite formation to enhance heavy oil recovery through imbibition, wettability alteration, and viscosity reduction, among other mechanisms. The injected steam, however, does not always remain in the reservoir or return through the wells. In two zones in the study area, the steam comes out at the surface, creating sinkholes, seeps, and steam outlets. These phenomena, called “surface expressions,” pose safety and environmental hazards. Even though these surface expressions are a widespread problem in Central California, they are not well documented and understood. Possible causes of the surface expressions include: high injection pressure, structurally controlled flow patterns, leakage of steam through old improperly abandoned wells, high injection volumes, or flow along naturally occurring faults, among other possible factors. This study examines attributes of the zones with surface expressions in order to determine factors that may contribute to their occurrence. Spatial statistical analysis using logistic regression, random forests, and classification trees is used to explore the relationship between the surface expressions and geological and production-related attributes. The results point to a significant spatial correlation between the surface expressions and two predictors: concentration of plugged wells and geologic seal thickness. The results guide follow-up studies to further investigate the role of well abandonment and seal thickness in the occurrence of surface expressions.</description><subject>02 PETROLEUM</subject><subject>Abandoned wells</subject><subject>Cyclic steaming</subject><subject>Diatomaceous earth</subject><subject>Diatomite</subject><subject>Diatomites</subject><subject>Energy</subject><subject>Engineering</subject><subject>Environmental hazards</subject><subject>Environmental Science and Engineering</subject><subject>Foundations</subject><subject>Geoengineering</subject><subject>Geophysics/Geodesy</subject><subject>GEOSCIENCES</subject><subject>Geotechnical Engineering & Applied Earth Sciences</subject><subject>Hydraulics</subject><subject>Imbibition</subject><subject>Injection</subject><subject>Logistic regression</subject><subject>Oil and gas fields</subject><subject>Oil fields</subject><subject>Oil recovery</subject><subject>Original Article</subject><subject>Random forests</subject><subject>Regression analysis</subject><subject>Seepages</subject><subject>Sinkholes</subject><subject>Spatial analysis</subject><subject>Statistical analysis</subject><subject>Statistical methods</subject><subject>Steam</subject><subject>Steaming</subject><subject>Surface expressions</subject><subject>Thickness</subject><subject>Viscosity</subject><subject>Wells</subject><subject>Wettability</subject><issn>2363-8419</issn><issn>2363-8427</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNp9kcFO3DAQhqOqSEXAC_Rk0WsNju3YyRGtSotExQF6tiYTe9co2FvbW9gH4L0xpGpvnGY0-v5fM_M3zeeWnbWM6fMs2SB7yjijjLWSU_mhOeRCCdpLrj_-69vhU3OSsx9ZpxVnTA6HzfMFyVsoHmaaS625eISZ-PDH1nZdJzGQ6EjeJQdoiX3aJls9YsgEco7oodiJPPqyIbjH2SPJxcKDD-tqQsrGkp9-eoQ9vd2FbAu58TO59HaevpIVzN7FFDwcNwcO5mxP_taj5tflt7vVD3p98_1qdXFNUQysUNF13HUWx6ntBEKrOAfHJjaB7QUMIzCt-wEd9pPqRT9iL6RyepCDGkftrDhqThffWI8zGX2xuMEYgsViWiU62YkKfVmgbYq_d_UN5j7uUqh7GS6kVqoT-pXiC4Up5pysM9vkHyDtTcvMayxmicXUWMxbLEZWkVhEucJhbdN_63dUL13zkig</recordid><startdate>20200301</startdate><enddate>20200301</enddate><creator>Pollack, Ahinoam</creator><creator>Mukerji, Tapan</creator><creator>Fu, Pengcheng</creator><creator>Nelson, Don</creator><creator>Bartling, Bill</creator><creator>Toland, Michael</creator><creator>Lopez, Andy</creator><creator>Guice, Rod</creator><general>Springer International Publishing</general><general>Springer Nature B.V</general><general>Springer</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7TN</scope><scope>F1W</scope><scope>H96</scope><scope>L.G</scope><scope>OIOZB</scope><scope>OTOTI</scope><orcidid>https://orcid.org/0000-0002-9902-738X</orcidid><orcidid>https://orcid.org/0000-0002-7408-3350</orcidid><orcidid>https://orcid.org/000000029902738X</orcidid><orcidid>https://orcid.org/0000000274083350</orcidid></search><sort><creationdate>20200301</creationdate><title>A spatial-statistical investigation of surface expressions associated with cyclic steaming in the Midway-Sunset Oil Field, California</title><author>Pollack, Ahinoam ; Mukerji, Tapan ; Fu, Pengcheng ; Nelson, Don ; Bartling, Bill ; Toland, Michael ; Lopez, Andy ; Guice, Rod</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c390t-3552f5ecbd153ca1622af0d0dae83a9ba07789cfc8d6838bc8346f79496bb7fe3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>02 PETROLEUM</topic><topic>Abandoned wells</topic><topic>Cyclic steaming</topic><topic>Diatomaceous earth</topic><topic>Diatomite</topic><topic>Diatomites</topic><topic>Energy</topic><topic>Engineering</topic><topic>Environmental hazards</topic><topic>Environmental Science and Engineering</topic><topic>Foundations</topic><topic>Geoengineering</topic><topic>Geophysics/Geodesy</topic><topic>GEOSCIENCES</topic><topic>Geotechnical Engineering & Applied Earth Sciences</topic><topic>Hydraulics</topic><topic>Imbibition</topic><topic>Injection</topic><topic>Logistic regression</topic><topic>Oil and gas fields</topic><topic>Oil fields</topic><topic>Oil recovery</topic><topic>Original Article</topic><topic>Random forests</topic><topic>Regression analysis</topic><topic>Seepages</topic><topic>Sinkholes</topic><topic>Spatial analysis</topic><topic>Statistical analysis</topic><topic>Statistical methods</topic><topic>Steam</topic><topic>Steaming</topic><topic>Surface expressions</topic><topic>Thickness</topic><topic>Viscosity</topic><topic>Wells</topic><topic>Wettability</topic><toplevel>online_resources</toplevel><creatorcontrib>Pollack, Ahinoam</creatorcontrib><creatorcontrib>Mukerji, Tapan</creatorcontrib><creatorcontrib>Fu, Pengcheng</creatorcontrib><creatorcontrib>Nelson, Don</creatorcontrib><creatorcontrib>Bartling, Bill</creatorcontrib><creatorcontrib>Toland, Michael</creatorcontrib><creatorcontrib>Lopez, Andy</creatorcontrib><creatorcontrib>Guice, Rod</creatorcontrib><creatorcontrib>Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)</creatorcontrib><collection>CrossRef</collection><collection>Oceanic Abstracts</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>OSTI.GOV - Hybrid</collection><collection>OSTI.GOV</collection><jtitle>Geomechanics and Geophysics for Geo-Energy and Geo-Resources</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Pollack, Ahinoam</au><au>Mukerji, Tapan</au><au>Fu, Pengcheng</au><au>Nelson, Don</au><au>Bartling, Bill</au><au>Toland, Michael</au><au>Lopez, Andy</au><au>Guice, Rod</au><aucorp>Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A spatial-statistical investigation of surface expressions associated with cyclic steaming in the Midway-Sunset Oil Field, California</atitle><jtitle>Geomechanics and Geophysics for Geo-Energy and Geo-Resources</jtitle><stitle>Geomech. Geophys. Geo-energ. Geo-resour</stitle><date>2020-03-01</date><risdate>2020</risdate><volume>6</volume><issue>1</issue><artnum>20</artnum><issn>2363-8419</issn><eissn>2363-8427</eissn><abstract>In the Midway Sunset Oil Field in Central California, operators inject steam into the shallow diatomite formation to enhance heavy oil recovery through imbibition, wettability alteration, and viscosity reduction, among other mechanisms. The injected steam, however, does not always remain in the reservoir or return through the wells. In two zones in the study area, the steam comes out at the surface, creating sinkholes, seeps, and steam outlets. These phenomena, called “surface expressions,” pose safety and environmental hazards. Even though these surface expressions are a widespread problem in Central California, they are not well documented and understood. Possible causes of the surface expressions include: high injection pressure, structurally controlled flow patterns, leakage of steam through old improperly abandoned wells, high injection volumes, or flow along naturally occurring faults, among other possible factors. This study examines attributes of the zones with surface expressions in order to determine factors that may contribute to their occurrence. Spatial statistical analysis using logistic regression, random forests, and classification trees is used to explore the relationship between the surface expressions and geological and production-related attributes. The results point to a significant spatial correlation between the surface expressions and two predictors: concentration of plugged wells and geologic seal thickness. 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subjects | 02 PETROLEUM Abandoned wells Cyclic steaming Diatomaceous earth Diatomite Diatomites Energy Engineering Environmental hazards Environmental Science and Engineering Foundations Geoengineering Geophysics/Geodesy GEOSCIENCES Geotechnical Engineering & Applied Earth Sciences Hydraulics Imbibition Injection Logistic regression Oil and gas fields Oil fields Oil recovery Original Article Random forests Regression analysis Seepages Sinkholes Spatial analysis Statistical analysis Statistical methods Steam Steaming Surface expressions Thickness Viscosity Wells Wettability |
title | A spatial-statistical investigation of surface expressions associated with cyclic steaming in the Midway-Sunset Oil Field, California |
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