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A long-term study of a 40-year-old crude oil spill provides insights about petroleum hydrocarbon natural attenuation processes and rates. In the source zone, fermentation coupled to methanogenesis is the dominant natural source zone depletion (NSZD) process, and most of the carbon mass exits the surface as CO<sub>2</sub> efflux. Monitored natural attenuation (MNA) of the groundwater plume shows that benzene degradation is coupled to iron reduction and that the benzene plume is stable.  A plume of hydrocarbon oxidation products measured as nonvolatile dissolved organic carbon (NVDOC) expanded ~20 m in 20 years. Most of the NVDOC is biodegraded by 200 m from the source, but optical data suggest there are components that persists for 300 m. Biological effects screening indicates decreasing biological effects with distance from the source.
  
 
<div style="float:right;margin:0 0 2em 2em;">__TOC__</div>
 
<div style="float:right;margin:0 0 2em 2em;">__TOC__</div>
  
 
'''Related Article(s):'''
 
'''Related Article(s):'''
*[[Vapor Intrusion (VI)]]
+
*[[Natural Source Zone Depletion (NSZD)]]
 +
*[[Monitored Natural Attenuation (MNA)]]
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*[[Biodegradation - Hydrocarbons]]
  
'''CONTRIBUTOR(S):''' [[Matthew Zenker]], [[Dr. Shaily Mahendra]], and [[Dr. Michael Hyman]]
+
 
 +
'''CONTRIBUTOR(S):''' [[Dr. Barbara Bekins]]
  
  
 
'''Key Resource(s)''':
 
'''Key Resource(s)''':
*[[media:2018b-McHugh-ER-201505_Conceptual_Model.pdf| Conceptual Model for Sewer/Utility Tunnel VI]]<ref>McHugh, T.; Beckley, L, 2018(b). Conceptual Model: Sewers and Utility Tunnels as Preferential Pathways for Volatile Organic Compound Migration into BuildingsRisk Factors and Investigation Protocol, ESTCP Project ER-201505. [[media:2018b-McHugh-ER-201505_Conceptual_Model.pdf| Report.pdf]]</ref>  
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*[https://doi.org/10.1111/j.1745-6584.2009.00654.x Crude oil at the Bemidji site: 25 years of monitoring, modeling, and understanding]<ref name= "Essaid2011">Essaid, H.I., Bekins, B.A., Herkelrath, W.N. and Delin, G.N., 2011. Crude oil at the Bemidji site: 25 years of monitoring, modeling, and understanding. Groundwater, 49(5), pp.706-726. [https://doi.org/10.1111/j.1745-6584.2009.00654.x doi: 10.1111/j.1745-6584.2009.00654.x]</ref>
 +
*[https://doi.org/10.1111/gwat.12419 doi: 10.1111/gwat.12419 Crude Oil Metabolites in Groundwater at Two Spill Sites]<ref name= "Bekins2016">Bekins, B.A., Cozzarelli, I.M., Erickson, M.L., Steenson, R.A. and Thorn, K.A., 2016. Crude oil metabolites in groundwater at two spill sites. Groundwater, 54(5), pp.681-691. [https://doi.org/10.1111/gwat.12419 doi: 10.1111/gwat.12419]</ref>
 +
 
 +
==Introduction==
 +
The purpose of this article is to provide an overview of a petroleum release research site and to summarize key results relating to natural source zone depletion (NSZD) and to anaerobic degradation of hydrocarbon plumes. A final section briefly describes ongoing research projects at the site.
 +
 
 +
The Bemidji crude oil research site was established by the U. S. Geological Survey’s Toxics Substance Hydrology Program in 1983 at the location of an oil release which occurred in 1979 when a high-pressure pipeline ruptured. The goal of the research is to improve understanding of monitored natural attenuation (MNA) of petroleum hydrocarbon spills with transformative research on the source, transport and fates of the major contaminant classes. To date, 274 publications by interdisciplinary teams working at the site have covered physical, biological, and geochemical processes controlling these contaminants<ref name= "USGS2017">U.S. Geological Survey, 2017. Crude Oil Contamination in a Shallow Outwash Aquifer - Bemidji, Minnesota</ref>. Since 2009, the pipeline owner, Enbridge Energy LLC, has provided supplemental funding for site management and research seed money through a collaborative agreement between USGS, Minnesota Pollution Control Agency, and Beltrami County.
 +
 
 +
==Site Description==
 +
[[File:Bekins1w2 Fig1.jpg|thumb|600 px|left|Figure 1. Map of the site located near Bemidji, MN, showing oil pipelines, location of 1979 rupture, oil bodies at the water table, area sprayed by oil, direction of flow, the 10 ppb BTEX contour and the down-gradient lake. Figure reprinted from McGuire, et al., 2018<ref name= "McGurie2018">McGuire, J.T., Cozzarelli, I.M., Bekins, B.A., Link, H. and Martinović-Weigelt, D., 2018. Toxicity Assessment of Groundwater Contaminated by Petroleum Hydrocarbons at a Well-Characterized, Aged, Crude Oil Release Site. Environmental Science & Technology, 52(21), pp.12172-12178. [https://doi.org/10.1021/acs.est.8b03657 doi: 10.1021/acs.est.8b03657]</ref>.]]
 +
 
 +
The site (Figure 1) is located 16 km northwest of Bemidji, MN. An oil release occurred on August 20, 1979, when a high-pressure pipeline ruptured along a seam, spilling 10,700 barrels (1.7 million liters) of
 +
light, low sulfur crude. The immediate cleanup removed about 70% of the oil by pumping, excavation, land farming, and burning. An area of 6,500 m<sup>2</sup> that was sprayed by oil from the pipeline contains oil in the top few centimeters of soil. The remaining oil infiltrated into the aquifer forming three oil bodies at the water table designated as the north, middle and south pools. Additional remediation by a dual-pump recovery system from 1999 through 2003 removed an estimated 36-41% of the oil from the three oil pools<ref>Delin, G.N. and Herkelrath, W.N., 2014. Effects of a Dual‐Pump Crude‐Oil Recovery System, Bemidji, Minnesota, USA. Groundwater Monitoring & Remediation, 34(1), pp.57-67. [https://doi.org/10.1111/gwmr.12040 doi: 10.1111/gwmr.12040]</ref>.
 +
 
 +
Most studies of the Bemidji source zone and plume have been focused on the north pool. The oil body at the water table is 1-2 m thick and spans an area of 100 m × 25 m. Oil saturations are 10-70%, with the highest saturation in a coarse-grained layer below the water table<ref name= "Essaid2011"/>. Residual oil saturations of 15-30% are present from the land surface to the water table<ref>Dillard, L.A., Essaid, H.I. and Herkelrath, W.N., 1997. Multiphase flow modeling of a crude‐oil spill site with a bimodal permeability distribution. Water Resources Research, 33(7), pp.1617-1632. [https://doi.org/10.1029/97WR00857 doi: 10.1029/97WR00857]</ref>.
 +
 
 +
The depth to the water table near the north pool is 6-8 m. The aquifer is a glacial outwash deposit of medium to coarse variably sorted sand with <0.1% organic carbon. It is underlain by poorly permeable till at 18-27 m depth. The range of estimated hydraulic conductivities is 0.56-7 x 10<sup>-5</sup> m/s<ref name= "Essaid2011"/>. The background groundwater is aerobic with dissolved oxygen of 9 mg/L<ref name= "Bennett1993">Bennett, P.C., Siegel, D.E., Baedecker, M.J. and Hult, M.F., 1993. Crude oil in a shallow sand and gravel aquifer—I. Hydrogeology and inorganic geochemistry. Applied Geochemistry, 8(6), pp.529-549. [https://doi.org/10.1016/0883-2927(93)90012-6 doi: 10.1016/0883-2927(93)90012-6]</ref>. Average pore water velocity estimates range from 0.004 to 0.056 m/day (0.5-67 ft/year, 0.1-20.5 m/year)<ref name= "Bennett1993"/>.
 +
 
 +
[[File:Bekins1w2 Fig2.jpg|thumb|400 px|right|Figure 2.  Conceptual cross section of the site illustrating microbial processes, modified from Ng et al., 2015 <ref name="Ng2015">Crystal Ng, G.H., Bekins, B.A., Cozzarelli, I.M., Baedecker, M.J., Bennett, P.C., Amos, R.T. and Herkelrath, W.N., 2015. Reactive transport modeling of geochemical controls on secondary water quality impacts at a crude oil spill site near Bemidji, MN. Water Resources Research. 51(6), pp. 4156-4183. [http://dx.doi.org/10.1002/2015wr016964 doi:10.1002/2015WR016964]</ref> and Sihota et al., 2016<ref name= "Sihota2016">Sihota, N.J., Trost, J.J., Bekins, B.A., Berg, A., Delin, G.N., Mason, B., Warren, E. and Mayer, K.U., 2016. Seasonal variability in vadose zone biodegradation at a crude oil pipeline rupture site. Vadose Zone Journal, 15(5). [https://doi.org/10.2136/vzj2015.09.0125 doi: 10.2136/vzj2015.09.0125]</ref>.]]
 +
==Natural Source Zone Depletion (NSZD)==
 +
Natural Source Zone Depletion (NSZD) refers to the changes over time in the composition of spilled oil or fuel that occurs naturally by dissolution, volatilization and biodegradation<ref name= "Garg2017">Garg, S., Newell, C.J., Kulkarni, P.R., King, D.C., Adamson, D.T., Renno, M.I. and Sale, T., 2017. Overview of natural source zone depletion: processes, controlling factors, and composition change. Groundwater Monitoring & Remediation, 37(3), pp.62-81. [https://doi.org/10.1111/gwmr.12219 doi:10.1111/gwmr.12219]</ref>. Figure 2 shows a conceptual model of NSZD processes at the Bemidji site. Biodegradation within the oil body occurs primarily by fermentation coupled to methanogenesis<ref name= "Bekins2005">Bekins, B.A., Hostettler, F.D., Herkelrath, W.N., Delin, G.N., Warren, E. and Essaid, H.I., 2005. Progression of methanogenic degradation of crude oil in the subsurface. Environmental Geosciences, 12(2), pp.139-152. [https://doi.org/10.1306/eg.11160404036 doi: 10.1306/eg.11160404036]</ref><ref>Beaver, C.L., Williams, A.E., Atekwana, E.A., Mewafy, F.M., Abdel Aal, G., Slater, L.D. and Rossbach, S., 2016. Microbial communities associated with zones of elevated magnetic susceptibility in hydrocarbon-contaminated sediments. Geomicrobiology Journal, 33(5), pp.441-452. [https://doi.org/10.1080/01490451.2015.1049676 doi: 10.1080/01490451.2015.1049676 ]</ref><ref>Bekins, B.A., Godsy, E.M. and Warren, E., 1999. Distribution of microbial physiologic types in an aquifer contaminated by crude oil. Microbial Ecology, 37(4), pp.263-275. [https://doi.org/10.1007/s002489900149 doi: 10.1007/s002489900149]</ref>. The biogenic methane produced in the oil body diffuses toward the land surface where it is oxidized in the middle of the vadose zone by methanotrophic bacteria<ref>Amos, R.T., Mayer, K.U., Bekins, B.A., Delin, G.N. and Williams, R.L., 2005. Use of dissolved and vapor‐phase gases to investigate methanogenic degradation of petroleum hydrocarbon contamination in the subsurface. Water Resources Research, 41(2). [https://doi.org/10.1029/2004WR003433 doi: 10.1029/2004WR003433]</ref>. The CO<sub>2</sub> produced by methane oxidation together with some produced in the source zone exits as surface efflux over the oil body<ref name= "Sihota2010">Sihota, N.J., Singurindy, O. and Mayer, K.U., 2010. CO2-efflux measurements for evaluating source zone natural attenuation rates in a petroleum hydrocarbon contaminated aquifer. Environmental Science & Technology, 45(2), pp.482-488. [https://doi.org/10.1021/es1032585 doi: 0.1021/es1032585]</ref>. Garg et al.<ref name= "Garg2017"/> present a useful summary of the important NSZD results from the site. This brief section will focus on how NSZD has been measured at the north pool and what has been discovered. Estimates of NSZD at Bemidji have been based on a variety of indicators, including vadose zone gas concentrations, compositions of oil samples from wells, surface CO<sub>2</sub> efflux, temperature measurements, and modeling.
  
 +
Gas concentration data from 1985, six years after the spill, indicated that volatilization accounted for 97% of NSZD and biodegradation only 3%. The volatile fraction was dominated by C3-C5 alkanes and was oxidized in the vadose zone before reaching the surface<ref>Hult, M.F., Grabbe, R.R. and Ragone, S.E., 1985. Distribution of gases and hydrocarbon vapors in the unsaturated zone. In US Geological Survey Program on Toxic Waste—Groundwater Contamination—Proceedings of the Second Technical Meeting (pp. 21-25). [[media:1985-Hult-Distribution_of_gases_and_hydrocarbon_vapors_in_the_usaturated_zone.pdf| Report.pdf]]</ref>. Total losses were estimated to be 10.5 kg/day. By 1997, volatilization losses were 10 times lower and although biodegradation losses increased, total losses had dropped to 2 kg/day. The total average mass loss (Table 1) was estimated from the gas data to be 0.6% per year over the period 1979-1997<ref name = "Chaplin2002"/>.
  
==Introduction==
+
Analyses of oil samples collected in 2010 from 13 wells in the north oil pool showed that 31 years after the spill, ''n''-alkanes, toluene, and ''o''-xylene were the most depleted hydrocarbons, while ''n''-C<sub>10–24</sub> cyclohexanes, tri- and tetra- methylbenzenes, acyclic isoprenoids, and naphthalenes were the least depleted. Benzene was still present at every sampling location. The technique of normalizing composition to a conserved compound yielded estimates for spatially variable mass losses ranging from 18% to 30% or an overall average rate of 0.8% per year (Table 1)<ref name= "Baedecker2011">Baedecker, M.J., Eganhouse, R.P., Bekins, B.A. and Delin, G.N., 2011. Loss of volatile hydrocarbons from an LNAPL oil source. Journal of Contaminant Hydrology, 126(3-4), pp.140-152. [https://doi.org/10.1016/j.jconhyd.2011.06.006 doi: 10.1016/j.jconhyd.2011.06.006]</ref>.
 +
 
 +
{| class="wikitable" style="text-align:center;"
 +
|+ Table 1. Oil Loss Measurements*
 +
|-
 +
! rowspan="2" | Reference
 +
! rowspan="2" | Method
 +
! rowspan="2" | Time Interval
 +
! Equivalent CO<sub>2</sub> flux
 +
! colspan="2" | Total Oil Loss Rate
 +
! Annual Loss
 +
! rowspan="2" | Comments
 +
|-
 +
| &mu;mol/m<sup>2</sup>-s || kg/m<sup>2</sup>-d
 +
| style="width: 70px;" | gal/acre-y || %/y
 +
|-
 +
| style="width:180px;" | Chaplin et al. (2002)<ref name = "Chaplin2002">Chaplin, B.P., Delin, G.N., Baker, R.J. and Lahvis, M.A., 2002. Long-term evolution of biodegradation and volatilization rates in a crude oil-contaminated aquifer. Bioremediation Journal  6(3), pp. 237-255 [https://doi.org/10.1080/10889860290777594 doi: 10.1080/10889860290777594]</ref> || Gas data and 1D model
 +
| style="width:110px;" | 1979-1997 || 0.75 || '''9.33×10<sup>-4</sup>''' || 429 || 0.63 || Published estimate of 0.2% was based on total oil rather than N. Pool; Loss given is average of 3 oil sites in their Table 4.
 +
|-
 +
| Baedecker et al. (2018)<ref name= "Baedecker2018">Baedecker, M.J., Eganhouse, R.P., Qi, H., Cozzarelli, I.M., Trost, J.J. and Bekins, B.A., 2018. Weathering of oil in a surficial aquifer. Groundwater, 56(5), pp.797-809. [https://doi.org/10.1111/gwat.12619 doi: 10.1111/gwat.12619]</ref> || Oil composition || 1979-2010 || 0.93 || 1.16×10<sup>-3</sup> || 533 || '''0.79''' || Average using four conservative compounds. Computed from published values as (7×30.1+6×17.8)/13÷31 years.
 +
|-
 +
| Sihota et al. (2016)<ref name= "Sihota2016"/> || Surface CO<sub>2</sub> efflux || 2011-2013 || '''1.1''' || 1.37×10<sup>-3</sup> || 627 || 0.93 || Value given is annual average efflux June 2011-July 2013 from their Table 1.
 +
|-
 +
| Molins et al. (2010)<ref name= "Molins2010">Molins, S., Mayer, K.U., Amos, R.T. and Bekins, B.A., 2010. Vadose zone attenuation of organic compounds at a crude oil spill site—Interactions between biogeochemical reactions and multicomponent gas transport. Journal of Contaminant Hydrology, 112(1-4), pp.15-29. [https://doi.org/10.1016/j.jconhyd.2009.09.002 doi: 10.1016/j.jconhyd.2009.09.002]</ref> || Gas and water data with 2D model || 1979-2007 || '''2.15''' || 2.67×10<sup>-3</sup> || 1,226 || 1.81 || Value given is total flux.  Model lower boundary methane flux of 1.3 mol/m<sup>2</sup>-d was 0.7 of total.  Published value based on only VZ degradation was 1% y<sup>-1</sup>.
 +
|-
 +
| Ng et al. (2015)<ref name="Ng2015"/> || 2D model using oil, gas, and water data  || 1979-2008 || 1.46 || '''1.81×10<sup>-3</sup>''' ||831 || 1.23 || Oil loss rate computed from losses given in their Figure 7, masses in Table 3, and 82 m length of oil body from Figure 2.
 +
|-
 +
| colspan="8" | * Note:  The values in '''bold''' are taken directly from the listed reference. The other columns are computed from this column using the following values: oil specific gravity = 0.85 <ref>Landon, M.K., 1993. Investigation of mass loss based on evolution of composition and physical properties of spilled crude oil contaminating a shallow outwash aquifer (Doctoral dissertation, University of Minnesota)</ref>, carbon fraction of oil = 0.835<ref name= "Baedecker2018"/>, north pool oil body area = 2,323 m<sup>2</sup> and total mass of oil 124,950 kg<ref>Herkelrath, W.N., 1999, March. Impacts of remediation at the Bemidji oil spill site. In US Geological Survey Toxic Substances Hydrology Program - Proceedings of the Technical Meeting, Charleston, South Carolina (Vol. 3, pp. 195-200). [[media:1999_-_Herkelrath-Impacts_of_remediation_at_the_Bemidji_oil_spill_site.pdf| Report.pdf]]</ref>.
 +
|}
  
  
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==See Also==
 
==See Also==
*[https://www.epa.gov/vaporintrusion US EPA Vapor Intrusion webpage]
 
*[https://www.itrcweb.org/Team/Public?teamID=22 ITRC Vapor Intrusion webpage]
 

Revision as of 18:29, 13 June 2019

A long-term study of a 40-year-old crude oil spill provides insights about petroleum hydrocarbon natural attenuation processes and rates. In the source zone, fermentation coupled to methanogenesis is the dominant natural source zone depletion (NSZD) process, and most of the carbon mass exits the surface as CO2 efflux. Monitored natural attenuation (MNA) of the groundwater plume shows that benzene degradation is coupled to iron reduction and that the benzene plume is stable. A plume of hydrocarbon oxidation products measured as nonvolatile dissolved organic carbon (NVDOC) expanded ~20 m in 20 years. Most of the NVDOC is biodegraded by 200 m from the source, but optical data suggest there are components that persists for 300 m. Biological effects screening indicates decreasing biological effects with distance from the source.

Related Article(s):


CONTRIBUTOR(S): Dr. Barbara Bekins


Key Resource(s):

Introduction

The purpose of this article is to provide an overview of a petroleum release research site and to summarize key results relating to natural source zone depletion (NSZD) and to anaerobic degradation of hydrocarbon plumes. A final section briefly describes ongoing research projects at the site.

The Bemidji crude oil research site was established by the U. S. Geological Survey’s Toxics Substance Hydrology Program in 1983 at the location of an oil release which occurred in 1979 when a high-pressure pipeline ruptured. The goal of the research is to improve understanding of monitored natural attenuation (MNA) of petroleum hydrocarbon spills with transformative research on the source, transport and fates of the major contaminant classes. To date, 274 publications by interdisciplinary teams working at the site have covered physical, biological, and geochemical processes controlling these contaminants[3]. Since 2009, the pipeline owner, Enbridge Energy LLC, has provided supplemental funding for site management and research seed money through a collaborative agreement between USGS, Minnesota Pollution Control Agency, and Beltrami County.

Site Description

Figure 1. Map of the site located near Bemidji, MN, showing oil pipelines, location of 1979 rupture, oil bodies at the water table, area sprayed by oil, direction of flow, the 10 ppb BTEX contour and the down-gradient lake. Figure reprinted from McGuire, et al., 2018[4].

The site (Figure 1) is located 16 km northwest of Bemidji, MN. An oil release occurred on August 20, 1979, when a high-pressure pipeline ruptured along a seam, spilling 10,700 barrels (1.7 million liters) of light, low sulfur crude. The immediate cleanup removed about 70% of the oil by pumping, excavation, land farming, and burning. An area of 6,500 m2 that was sprayed by oil from the pipeline contains oil in the top few centimeters of soil. The remaining oil infiltrated into the aquifer forming three oil bodies at the water table designated as the north, middle and south pools. Additional remediation by a dual-pump recovery system from 1999 through 2003 removed an estimated 36-41% of the oil from the three oil pools[5].

Most studies of the Bemidji source zone and plume have been focused on the north pool. The oil body at the water table is 1-2 m thick and spans an area of 100 m × 25 m. Oil saturations are 10-70%, with the highest saturation in a coarse-grained layer below the water table[1]. Residual oil saturations of 15-30% are present from the land surface to the water table[6].

The depth to the water table near the north pool is 6-8 m. The aquifer is a glacial outwash deposit of medium to coarse variably sorted sand with <0.1% organic carbon. It is underlain by poorly permeable till at 18-27 m depth. The range of estimated hydraulic conductivities is 0.56-7 x 10-5 m/s[1]. The background groundwater is aerobic with dissolved oxygen of 9 mg/L[7]. Average pore water velocity estimates range from 0.004 to 0.056 m/day (0.5-67 ft/year, 0.1-20.5 m/year)[7].

Figure 2. Conceptual cross section of the site illustrating microbial processes, modified from Ng et al., 2015 [8] and Sihota et al., 2016[9].

Natural Source Zone Depletion (NSZD)

Natural Source Zone Depletion (NSZD) refers to the changes over time in the composition of spilled oil or fuel that occurs naturally by dissolution, volatilization and biodegradation[10]. Figure 2 shows a conceptual model of NSZD processes at the Bemidji site. Biodegradation within the oil body occurs primarily by fermentation coupled to methanogenesis[11][12][13]. The biogenic methane produced in the oil body diffuses toward the land surface where it is oxidized in the middle of the vadose zone by methanotrophic bacteria[14]. The CO2 produced by methane oxidation together with some produced in the source zone exits as surface efflux over the oil body[15]. Garg et al.[10] present a useful summary of the important NSZD results from the site. This brief section will focus on how NSZD has been measured at the north pool and what has been discovered. Estimates of NSZD at Bemidji have been based on a variety of indicators, including vadose zone gas concentrations, compositions of oil samples from wells, surface CO2 efflux, temperature measurements, and modeling.

Gas concentration data from 1985, six years after the spill, indicated that volatilization accounted for 97% of NSZD and biodegradation only 3%. The volatile fraction was dominated by C3-C5 alkanes and was oxidized in the vadose zone before reaching the surface[16]. Total losses were estimated to be 10.5 kg/day. By 1997, volatilization losses were 10 times lower and although biodegradation losses increased, total losses had dropped to 2 kg/day. The total average mass loss (Table 1) was estimated from the gas data to be 0.6% per year over the period 1979-1997[17].

Analyses of oil samples collected in 2010 from 13 wells in the north oil pool showed that 31 years after the spill, n-alkanes, toluene, and o-xylene were the most depleted hydrocarbons, while n-C10–24 cyclohexanes, tri- and tetra- methylbenzenes, acyclic isoprenoids, and naphthalenes were the least depleted. Benzene was still present at every sampling location. The technique of normalizing composition to a conserved compound yielded estimates for spatially variable mass losses ranging from 18% to 30% or an overall average rate of 0.8% per year (Table 1)[18].

Table 1. Oil Loss Measurements*
Reference Method Time Interval Equivalent CO2 flux Total Oil Loss Rate Annual Loss Comments
μmol/m2-s kg/m2-d gal/acre-y %/y
Chaplin et al. (2002)[17] Gas data and 1D model 1979-1997 0.75 9.33×10-4 429 0.63 Published estimate of 0.2% was based on total oil rather than N. Pool; Loss given is average of 3 oil sites in their Table 4.
Baedecker et al. (2018)[19] Oil composition 1979-2010 0.93 1.16×10-3 533 0.79 Average using four conservative compounds. Computed from published values as (7×30.1+6×17.8)/13÷31 years.
Sihota et al. (2016)[9] Surface CO2 efflux 2011-2013 1.1 1.37×10-3 627 0.93 Value given is annual average efflux June 2011-July 2013 from their Table 1.
Molins et al. (2010)[20] Gas and water data with 2D model 1979-2007 2.15 2.67×10-3 1,226 1.81 Value given is total flux. Model lower boundary methane flux of 1.3 mol/m2-d was 0.7 of total. Published value based on only VZ degradation was 1% y-1.
Ng et al. (2015)[8] 2D model using oil, gas, and water data 1979-2008 1.46 1.81×10-3 831 1.23 Oil loss rate computed from losses given in their Figure 7, masses in Table 3, and 82 m length of oil body from Figure 2.
* Note: The values in bold are taken directly from the listed reference. The other columns are computed from this column using the following values: oil specific gravity = 0.85 [21], carbon fraction of oil = 0.835[19], north pool oil body area = 2,323 m2 and total mass of oil 124,950 kg[22].



References

  1. ^ 1.0 1.1 1.2 Essaid, H.I., Bekins, B.A., Herkelrath, W.N. and Delin, G.N., 2011. Crude oil at the Bemidji site: 25 years of monitoring, modeling, and understanding. Groundwater, 49(5), pp.706-726. doi: 10.1111/j.1745-6584.2009.00654.x
  2. ^ Bekins, B.A., Cozzarelli, I.M., Erickson, M.L., Steenson, R.A. and Thorn, K.A., 2016. Crude oil metabolites in groundwater at two spill sites. Groundwater, 54(5), pp.681-691. doi: 10.1111/gwat.12419
  3. ^ U.S. Geological Survey, 2017. Crude Oil Contamination in a Shallow Outwash Aquifer - Bemidji, Minnesota
  4. ^ McGuire, J.T., Cozzarelli, I.M., Bekins, B.A., Link, H. and Martinović-Weigelt, D., 2018. Toxicity Assessment of Groundwater Contaminated by Petroleum Hydrocarbons at a Well-Characterized, Aged, Crude Oil Release Site. Environmental Science & Technology, 52(21), pp.12172-12178. doi: 10.1021/acs.est.8b03657
  5. ^ Delin, G.N. and Herkelrath, W.N., 2014. Effects of a Dual‐Pump Crude‐Oil Recovery System, Bemidji, Minnesota, USA. Groundwater Monitoring & Remediation, 34(1), pp.57-67. doi: 10.1111/gwmr.12040
  6. ^ Dillard, L.A., Essaid, H.I. and Herkelrath, W.N., 1997. Multiphase flow modeling of a crude‐oil spill site with a bimodal permeability distribution. Water Resources Research, 33(7), pp.1617-1632. doi: 10.1029/97WR00857
  7. ^ 7.0 7.1 Bennett, P.C., Siegel, D.E., Baedecker, M.J. and Hult, M.F., 1993. Crude oil in a shallow sand and gravel aquifer—I. Hydrogeology and inorganic geochemistry. Applied Geochemistry, 8(6), pp.529-549. doi: 10.1016/0883-2927(93)90012-6
  8. ^ 8.0 8.1 Crystal Ng, G.H., Bekins, B.A., Cozzarelli, I.M., Baedecker, M.J., Bennett, P.C., Amos, R.T. and Herkelrath, W.N., 2015. Reactive transport modeling of geochemical controls on secondary water quality impacts at a crude oil spill site near Bemidji, MN. Water Resources Research. 51(6), pp. 4156-4183. doi:10.1002/2015WR016964
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See Also