Quantitative estimation of bubble volume fraction of submarine seep plumes by modeling seismic oceanography data

Tonggang HAN; Jiangxin CHEN; Leonardo AZEVEDO; Bingshou HE; Huaning XU; Rui YANG

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Quantitative estimation of bubble volume fraction of submarine seep plumes by modeling seismic oceanography data

Geomorphology and geological structure of South China Sea | Updated：2024-10-12

- Quantitative estimation of bubble volume fraction of submarine seep plumes by modeling seismic oceanography data
- Quantitative estimation of bubble volume fraction of submarine seep plumes by modeling seismic oceanography data
- 海洋湖沼学报(英文) 2023年41卷第2期页码：673-686
- Affiliations：
  
  1.Key Lab of Submarine Geosciences and Prospecting Techniques, Ministry of Education, Ocean University of China, Qingdao 266100, China
  2.Key Laboratory of Gas Hydrate, Ministry of Natural Resources, Qingdao Institute of Marine Geology, Qingdao 266071, China
  3.Laboratory for Marine Mineral Resources, Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao 266237, China
  4.CERENA, DECivil, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais, Lisbon 1049-001, Portugal
- Author bio：
  
  jiangxin_chen@sina.com
  hebinshou@ouc.edu.cn
- Funds：
  
  the Natural Science Foundation of Shandong Province(ZR2022MD074);the Laboratory for Marine Mineral Resources, Qingdao National Laboratory for Marine Science and Technology(MMRKF201810);the National Natural Science Foundation of China(41606077);the National Key R&D Program of China: High-Precision Characterization Technology of Gas Hydrate Reservoir(2017YFC0307406-03);Dr. Jiangxin CHEN is supported by the Shandong Province Taishan Scholar Construction Project
- DOI：
  中图分类号：
- 收稿：2021-12-09，
  
  纸质出版：2023-03-01
- Accepted：
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Quantitative estimation of bubble volume fraction of submarine seep plumes by modeling seismic oceanography data[J]. 海洋湖沼学报(英文), 2023,41(2):673-686.

HAN Tonggang,CHEN Jiangxin,AZEVEDO Leonardo,et al.Quantitative estimation of bubble volume fraction of submarine seep plumes by modeling seismic oceanography data[J].Journal of Oceanology and Limnology,2023,41(02):673-686.
Quantitative estimation of bubble volume fraction of submarine seep plumes by modeling seismic oceanography data[J]. 海洋湖沼学报(英文), 2023,41(2):673-686. DOI：

HAN Tonggang,CHEN Jiangxin,AZEVEDO Leonardo,et al.Quantitative estimation of bubble volume fraction of submarine seep plumes by modeling seismic oceanography data[J].Journal of Oceanology and Limnology,2023,41(02):673-686. DOI：

摘要

Abstract

Submarine seep plumes are a natural phenomenon in which different types of gases migrate through deep or shallow subsurface sediments and leak into seawater in pressure gradient. When detected using acoustic data

the leaked gases frequently exhibit a flame-like structure. We numerically modelled the relationship between the seismic response characteristic and bubble volume fraction to establish the bubble volume fraction in the submarine seep plume. Results show that our models are able to invert and predict the bubble volume fraction from field seismic oceanography data

by which synthetic seismic sections in different dominant frequencies could be numerically simulated

seismic attribute sections (e.g.

instantaneous amplitude

instantaneous frequency

and instantaneous phase) extracted

and the correlation between the seismic attributes and bubble volume fraction be quantitatively determined with functional equations. The instantaneous amplitude is positively correlated with bubble volume fraction

while the instantaneous frequency and bubble volume fraction are negatively correlated. In addition

information entropy is introduced as a proxy to quantify the relationship between the instantaneous phase and bubble volume fraction. As the bubble volume fraction increases

the information entropy of the instantaneous phase increases rapidly at the beginning

followed by a slight upward trend

and finally stabilizes. Therefore

under optimal noise conditions

the bubble volume fraction of submarine seep plumes can be inverted and predicted based on seismic response characteristics in terms of seismic attributes.

关键词

Keywords

references

Aki K , Richards P G . 1980 . Quantitative Seismology: Theory and Methods . W.H. Freeman and Co., San Francisco, California . 557 p.

Azevedo L , Matias L , Turco F et al . 2021 . Geostatistical seismic inversion for temperature and salinity in the Madeira Abyssal Plain . Frontiers in Marine Science , 8 : 685007 , https://doi.‍org/10.3389/fmars.2021.685007 https://doi.‍org/10.3389/fmars.2021.685007 . https://do 10.3389/fmars.2021.685007 http://dx.doi.org/10.3389/fmars.2021.685007

Baysal E , Kosloff D D , Sherwood J W C . 1983 . Reverse time migration . Geophysics , 48 ( 11 ): 1514 - 1524 , https://doi.‍org/10.1190/1.1441434 https://doi.‍org/10.1190/1.1441434 . https://do 10.1190/1.1441434 http://dx.doi.org/10.1190/1.1441434

Berndt C , Feseker T , Treude T et al . 2014 . Temporal constraints on hydrate-controlled methane seepage off Svalbard . Science , 343 ( 6168 ): 284 - 287 , https://doi.‍org/10.1126/science.1246298 https://doi.‍org/10.1126/science.1246298 . https://do 10.1126/science.1246298 http://dx.doi.org/10.1126/science.1246298

Campbell K A . 2006 . Hydrocarbon seep and hydrothermal vent paleoenvironments and paleontology: past developments and future research directions . Palaeogeography, Palaeoclimatology, Palaeoecology , 232 ( 2-4 ): 362 - 407 , https://doi.‍org/10.1016/j.palaeo.2005.06.018 https://doi.‍org/10.1016/j.palaeo.2005.06.018 . https://do 10.1016/j.palaeo.2005.06.018 http://dx.doi.org/10.1016/j.palaeo.2005.06.018

Chattopadhyday S , McMechan G A . 2008 . Imaging conditions for prestack reverse-time migration . Geophysics , 73 ( 3 ): S81 - S89 , https://doi.‍org/10.1190/1.2903822 https://doi.‍org/10.1190/1.2903822 . https://do 10.1190/1.2903822 http://dx.doi.org/10.1190/1.2903822

Chen D F , Chen X P , Chen G Q . 2002 . Geology and geochemistry of cold seepage and venting-related carbonates . Acta Sedimentologica Sinica , 20 ( 1 ): 34 - 40 , https://doi.‍org/10.3969/j.‍issn.‍1000-0550.2002.01.007. https://doi.‍org/10.3969/j.‍issn.‍1000-0550.2002.01.007. (in Chinese with English abstract) . https://do 10.1007/s11769-002-0045-5 http://dx.doi.org/10.1007/s11769-002-0045-5

Chen J X , Song H B , Guan Y X et al . 2017 . A preliminary study of submarine cold seeps applying Seismic Oceanography techniques . Chinese Journal of Geophysics , 60 ( 2 ): 604 - 616 , https://doi.‍org/10.6038/cjg20170215. https://doi.‍org/10.6038/cjg20170215. (in Chinese with English abstract) . https://do 10.1002/cjg2.30032 http://dx.doi.org/10.1002/cjg2.30032

Chen J X , Tong S Y , Han T G et al . 2020 . Modelling and detection of submarine bubble plumes using seismic oceanography . Journal of Marine Systems , 209 : 103375 , https://doi.‍org/10.1016/j.jmarsys.2020.103375 https://doi.‍org/10.1016/j.jmarsys.2020.103375 . https://do 10.1016/j.jmarsys.2020.103375 http://dx.doi.org/10.1016/j.jmarsys.2020.103375

Chen Z , Yang H P , Huang Q Y et al . 2007 . Characteristics of cold seeps and structures of chemoauto-synthesis-based communities in seep sediments . Journal of Tropical Oceanography , 26 ( 6 ): 73 - 82 , https://doi.‍org/10.3969/j.issn.‍1009-5470.2007.06.013. https://doi.‍org/10.3969/j.issn.‍1009-5470.2007.06.013. (in Chinese with English abstract)

Deng F , McMechan G A . 2008 . Viscoelastic true-amplitude prestack reverse-time depth migration . Geophysics , 73 ( 4 ): S143 - S155 , https://doi.‍org/10.1190/1.2938083 https://doi.‍org/10.1190/1.2938083 . https://do 10.1190/1.2938083 http://dx.doi.org/10.1190/1.2938083

Frankel A , Clayton R W . 1984 . A finite-difference simulation of wave propagation in two-dimensional random media . Bulletin of the Seismological Society of America , 74 ( 6 ): 2167 - 2186 .

Frankel A , Clayton R W . 1986 . Finite difference simulations of seismic scattering: implications for the propagation of short-period seismic waves in the crust and models of crustal heterogeneity . Journal of Geophysical Research : Solid Earth , 91 ( B6 ): 6465 - 6489 , https://doi.‍org/10.1029/JB091iB06p06465 https://doi.‍org/10.1029/JB091iB06p06465 . https://do 10.1029/jb091ib06p06465 http://dx.doi.org/10.1029/jb091ib06p06465

Garcia-Gil S , Vilas F , Garcia-Garcia A . 2002 . Shallow gas features in incised-valley fills (Ría de Vigo, NW Spain): a case study . Continental Shelf Research , 22 ( 16 ): 2303 - 2315 , https://doi.‍org/10.1016/S0278-4343(02)00057-2 https://doi.‍org/10.1016/S0278-4343(02)00057-2 . https://do 10.1016/s0278-4343(02)00057-2 http://dx.doi.org/10.1016/s0278-4343(02)00057-2

Greinert J , Artemov Y , Egorov V et al . 2006 . 1300-m-high rising bubbles from mud volcanoes at 2080 m in the Black Sea: hydroacoustic characteristics and temporal variability . Earth and Planetary Science Letters , 244 ( 1-2 ): 1 - 15 , https://doi.‍org/10.1016/j.epsl.2006.02.011 https://doi.‍org/10.1016/j.epsl.2006.02.011 . https://do 10.1016/j.epsl.2006.02.011 http://dx.doi.org/10.1016/j.epsl.2006.02.011

Gu Z F , Liu H S , Zhang Z X . 2008 . Acoustic detecting method for bubbles from shallow gas to sea water . Marine Geology & Quaternary Geology , 28 ( 2 ): 129 - 135 , https://doi.‍org/10.16562/j.cnki.0256-1492.2008.02.004. https://doi.‍org/10.16562/j.cnki.0256-1492.2008.02.004. (in Chinese with English abstract)

Gu Z F , Zhang Z X , Liu H S . 2006 . Seismic features of shallow gas in the western area of the Yellow Sea . Marine Geology & Quaternary Geology , 26 ( 3 ): 65 - 74 , https://doi.‍org/10.16562/j.‍cnki.‍0256-1492.2006.03.010. https://doi.‍org/10.16562/j.‍cnki.‍0256-1492.2006.03.010. (in Chinese with English abstract)

Holbrook W S , Páramo P , Pearse S et al . 2003 . Thermohaline fine structure in an oceanographic front from seismic reflection profiling . Science , 301 ( 5634 ): 821 - 824 , https://doi.‍org/10.1126/science.1085116 https://doi.‍org/10.1126/science.1085116 . https://do 10.1126/science.1085116 http://dx.doi.org/10.1126/science.1085116

IOC , SCOR , IAPSO . 2010 . The International Thermodynamic Equation of Seawater‍-‍2010: calculation and use of Thermodynamic Properties. Intergovernmental Oceanographic Commission, Manuals and Guides No. ‍56 . UNESCO , 196p .

Judd A , Hovland M . 2007 . Seabed Fluid Flow: The Impact on Geology, Biology and the Marine Environment . Cambridge University Press , Cambridge , United Kingdom. 408 p. https://do 10.1017/cbo9780511535918 http://dx.doi.org/10.1017/cbo9780511535918

Judd A G . 2003 . The global importance and context of methane escape from the seabed . Geo-Marine Letters , 23 ( 3-4 ): 147 - 154 , https://doi.‍org/10.1007/s00367-003-0136-z https://doi.‍org/10.1007/s00367-003-0136-z . https://do 10.1007/s00367-003-0136-z http://dx.doi.org/10.1007/s00367-003-0136-z

Judd A G , Hovland M , Dimitrov L I et al . 2002 . The geological methane budget at continental margins and its influence on climate change . Geofluids , 2 ( 2 ): 109 - 126 , https://doi.‍org/10.1046/j.1468-8123.2002.00027.x https://doi.‍org/10.1046/j.1468-8123.2002.00027.x . https://do 10.1046/j.1468-8123.2002.00027.x http://dx.doi.org/10.1046/j.1468-8123.2002.00027.x

Kelly K R , Ward R W , Treitel S et al . 1976 . Synthetic seismograms: a finite-difference approach . Geophysics , 41 ( 1 ): 2 - 27 , https://doi.‍org/10.1190/1.1440605 https://doi.‍org/10.1190/1.1440605 . https://do 10.1190/1.1440605 http://dx.doi.org/10.1190/1.1440605

Kruglyakova R , Gubanov Y , Kruglyakov V et al . 2002 . Assessment of technogenic and natural hydrocarbon supply into the Black Sea and seabed sediments . Continental Shelf Research , 22 ( 16 ): 2395 - 2407 , https://doi.‍org/10.1016/S0278-4343(02)00064-X https://doi.‍org/10.1016/S0278-4343(02)00064-X . https://do 10.1016/s0278-4343(02)00064-x http://dx.doi.org/10.1016/s0278-4343(02)00064-x

Leifer I , MacDonald I . 2003 . Dynamics of the gas flux from shallow gas hydrate deposits: interaction between oily hydrate bubbles and the oceanic environment . Earth and Planetary Science Letters , 210 ( 3-4 ): 411 - 424 , https://doi.‍org/10.1016/S0012-821X(03)00173-0 https://doi.‍org/10.1016/S0012-821X(03)00173-0 . https://do 10.1016/s0012-821x(03)00173-0 http://dx.doi.org/10.1016/s0012-821x(03)00173-0

Leifer I , Patro R K . 2002 . The bubble mechanism for methane transport from the shallow sea bed to the surface: a review and sensitivity study . Continental Shelf Research , 22 ( 16 ): 2409 - 2428 , https://doi.‍org/10.1016/S0278-4343(02)00065-1 https://doi.‍org/10.1016/S0278-4343(02)00065-1 . https://do 10.1016/s0278-4343(02)00065-1 http://dx.doi.org/10.1016/s0278-4343(02)00065-1

Li C P , Liu X W , Gou L M et al . 2013 . Numerical simulation of bubble plumes in overlying water of gas hydrate in the cold seepage active region . Science China Earth Sciences , 56 ( 4 ): 579 - 587 , https://doi.‍org/10.1007/s11430-012-4508-y https://doi.‍org/10.1007/s11430-012-4508-y . https://do 10.1007/s11430-012-4508-y http://dx.doi.org/10.1007/s11430-012-4508-y

Luan X W , Liu H , Yue B J et al . 2010 . Characteristics of cold seepage on side scan sonar sonogram . Geoscience , 24 ( 3 ): 474 - 480 , https://doi.‍org/10.3969/j.issn.1000-8527.2010.03.009. https://doi.‍org/10.3969/j.issn.1000-8527.2010.03.009. (in Chinese with English abstract)

Luan X W , Qin Y S . 2005 . Gas seepage on the sea floor of Okinawa Trough Miyako section . Chinese Science Bulletin , 50 ( 13 ): 1358 - 1365 , https://doi.‍org/10.1360/04wd0257 https://doi.‍org/10.1360/04wd0257 . https://do 10.1360/04wd0257 http://dx.doi.org/10.1360/04wd0257

Luan X W , Jin Y K , Obzhirov A et al . 2008 . Characteristics of shallow gas hydrate in Okhotsk Sea . Science in China Series D : Earth Sciences , 51 ( 3 ): 415 - 421 , https://doi.‍org/10.1007/s11430-008-0018-3 https://doi.‍org/10.1007/s11430-008-0018-3 . https://do 10.1007/s11430-008-0018-3 http://dx.doi.org/10.1007/s11430-008-0018-3

Madariaga R . 1976 . Dynamics of an expanding circular fault . Bulletin of the Seismological Society of America , 66 ( 3 ): 639 - 666 , https://doi.‍org/10.1785/BSSA0660030639 https://doi.‍org/10.1785/BSSA0660030639 . https://do 10.1785/bssa0660030639 http://dx.doi.org/10.1785/bssa0660030639

McGinnis D F , Greinert J , Artemov Y et al . 2006 . Fate of rising methane bubbles in stratified waters: how much methane reaches the atmosphere? Journal of Geophysical Research : Oceans , 111 ( C9 ): C09007 , https://doi.‍org/10.1029/2005JC003183 https://doi.‍org/10.1029/2005JC003183 . https://do 10.1029/2005jc003183 http://dx.doi.org/10.1029/2005jc003183

Merewether R , Olsson M S , Lonsdale P . 1985 . Acoustically detected hydrocarbon plumes rising from 2-km depths in Guaymas Basin, Gulf of California . Journal of Geophysical Research : Solid Earth , 90 ( B4 ): 3075 - 3085 , https://doi.‍org/10.1029/JB090iB04p03075 https://doi.‍org/10.1029/JB090iB04p03075 . https://do 10.1029/jb090ib04p03075 http://dx.doi.org/10.1029/jb090ib04p03075

Naudts L , Greinert J , Poort J et al . 2010 . Active venting sites on the gas-hydrate-bearing Hikurangi Margin, off New Zealand: diffusive- versus bubble-released methane . Marine Geology , 272 ( 1-4 ): 233 - 250 , https://doi.‍org/10.1016/j.margeo.2009.08.002 https://doi.‍org/10.1016/j.margeo.2009.08.002 . https://do 10.1016/j.margeo.2009.08.002 http://dx.doi.org/10.1016/j.margeo.2009.08.002

Papenberg C , Klaeschen D , Krahmann G et al . 2010 . Ocean temperature and salinity inverted from combined hydrographic and seismic data . Geophysical Research Letters , 37 ( 4 ): L04601 , https://doi.‍org/10.1029/2009GL042115 https://doi.‍org/10.1029/2009GL042115 . https://do 10.1029/2009gl042115 http://dx.doi.org/10.1029/2009gl042115

Paull C K , Ussler III W , Borowski W S et al . 1995 . Methane-rich plumes on the Carolina continental rise: associations with gas hydrates . Geology , 23 ( 1 ): 89 - 92 , https://doi.‍org/10.1130/0091-7613(1995)023 https://doi.‍org/10.1130/0091-7613(1995)023 <0089:MRPOTC>2.3.CO;2. https://do 10.1130/0091-7613(1995)023<0089:mrpotc>2.3.co;2 http://dx.doi.org/10.1130/0091-7613(1995)023<0089:mrpotc>2.3.co;2

Ruddick B , Song H B , Dong C Z et al . 2009 . Water column seismic images as maps of temperature gradient . Oceanography , 22 ( 1 ): 192 - 205 , https://doi.‍org/10.5670/oceanog.2009.19 https://doi.‍org/10.5670/oceanog.2009.19 . https://do 10.5670/oceanog.2009.19 http://dx.doi.org/10.5670/oceanog.2009.19

Sakakibara Y , Matsushima J . 2019 . Wrapround multiple reflectors over the seafloor in the gas hydrate area: a possible indicator of methane plume . Ocean Science Journal , 54 ( 4 ): 621 - 633 , https://doi.‍org/10.1007/s12601-019-0040-8 https://doi.‍org/10.1007/s12601-019-0040-8 . https://do 10.1007/s12601-019-0040-8 http://dx.doi.org/10.1007/s12601-019-0040-8

Sassen R , Losh S L , Cathles III L et al . 2001 . Massive vein-filling gas hydrate: relation to ongoing gas migration from the deep subsurface in the Gulf of Mexico . Marine and Petroleum Geology , 18 ( 5 ): 551 - 560 , https://doi.‍org/10.1016/S0264-8172(01)00014-9 https://doi.‍org/10.1016/S0264-8172(01)00014-9 . https://do 10.1016/s0264-8172(01)00014-9 http://dx.doi.org/10.1016/s0264-8172(01)00014-9

Shannon C E . 1948a . A mathematical theory of communication . The Bell System Technical Journal , 27 ( 3 ): 379 - 423 , https://doi.‍org/10.1002/j.‍1538-7305.‍1948.tb01338.x https://doi.‍org/10.1002/j.‍1538-7305.‍1948.tb01338.x .

Shannon C E . 1948b . A mathematical theory of communication . The Bell System Technical Journal , 27 ( 4 ): 623 - 656 , https://doi.‍org/10.1002/j.1538-7305.1948.tb00917.x https://doi.‍org/10.1002/j.1538-7305.1948.tb00917.x .

Suess E . 2014 . Marine cold seeps and their manifestations: geological control, biogeochemical criteria and environmental conditions . International Journal of Earth Sciences , 103 ( 7 ): 1889 - 1916 , https://doi.‍org/10.1007/s00531-014-1010-0 https://doi.‍org/10.1007/s00531-014-1010-0 . https://do 10.1007/s00531-014-1010-0 http://dx.doi.org/10.1007/s00531-014-1010-0

Swift S A , Dougherty M E , Stephen R A . 1990 . Finite difference seismic modeling of axial magma chambers . Geophysical Research Letters , 17 ( 12 ): 2105 - 2108 , https://doi.‍org/10.1029/GL017i012p02105 https://doi.‍org/10.1029/GL017i012p02105 . https://do 10.1029/gl017i012p02105 http://dx.doi.org/10.1029/gl017i012p02105

Thatcher K E , Westbrook G K , Sarkar S et al . 2013 . Methane release from warming-induced hydrate dissociation in the West Svalbard continental margin: timing, rates, and geological controls . Journal of Geophysical Research : Solid Earth , 118 ( 1 ): 22 - 38 , https://doi.‍org/10.1029/2012JB009605 https://doi.‍org/10.1029/2012JB009605 . https://do 10.1029/2012jb009605 http://dx.doi.org/10.1029/2012jb009605

Wan Z F , Chen C M , Liang J Q et al . 2020 . Hydrochemical characteristics and evolution mode of cold seeps in the Qiongdongnan Basin, South China Sea . Geofluids , 2020 : 4578967 , https://doi.‍org/10.1155/2020/4578967 https://doi.‍org/10.1155/2020/4578967 . https://do 10.1155/2020/4578967 http://dx.doi.org/10.1155/2020/4578967

Wei J G , Wu T T , Deng X G et al . 2020 . Acoustic characteristics of cold-seep methane bubble behavior in the water column and its potential environmental impact . Acta Oceanologica Sinica , 39 ( 5 ): 133 - 144 , https://doi.‍org/10.1007/s13131-019-1489-0 https://doi.‍org/10.1007/s13131-019-1489-0 . https://do 10.1007/s13131-019-1489-0 http://dx.doi.org/10.1007/s13131-019-1489-0

Westbrook G K , Chand S , Rossi G et al . 2008 . Estimation of gas hydrate concentration from multi-component seismic data at sites on the continental margins of NW Svalbard and the Storegga region of Norway . Marine and Petroleum Geology , 25 ( 8 ): 744 - 758 , https://doi.‍org/10.1016/j.marpetgeo.2008.02.003 https://doi.‍org/10.1016/j.marpetgeo.2008.02.003 . https://do 10.1016/j.marpetgeo.2008.02.003 http://dx.doi.org/10.1016/j.marpetgeo.2008.02.003

Wilson W D . 1962 . Extrapolation of the equation for the speed of sound in sea water . The Journal of the Acoustical Society of America , 34 ( 6 ): 866 , https://doi.‍org/10.1121/1.1918215 https://doi.‍org/10.1121/1.1918215 . https://do 10.1121/1.1918215 http://dx.doi.org/10.1121/1.1918215

Wu R S , Aki K . 1988 . Introduction: seismic wave scattering in three-dimensionally heterogeneous earth . Pure and Applied Geophysics , 128 ( 1-2 ): 1 - 6 , https://doi.‍org/10.1007/BF01772587 https://doi.‍org/10.1007/BF01772587 . https://do 10.1007/bf01772587 http://dx.doi.org/10.1007/bf01772587

Xie G , Zhang X Y . 2014 . New model of natural gas pressure and density and its application . Journal of Oil and Gas Technology , 36 ( 8 ): 116 - 120 , https://doi.‍org/10.3969/j.issn.1000-9752.2014.08.026. https://doi.‍org/10.3969/j.issn.1000-9752.2014.08.026. (in Chinese with English abstract)

Yang S X . 2019 . Research on Gas Hydrate Accumulation in South China Sea. Science Press, Beijing, China . p. 360 - 409 . (in Chinese)

You J C , Li C P , Cheng L F et al . 2015 . Numerical simulation of methane plumes based on effective medium theory . Arabian Journal of Geosciences , 8 ( 11 ): 9089 - 9100 , https://doi.‍org/10.1007/s12517-015-1916-2 https://doi.‍org/10.1007/s12517-015-1916-2 . https://do 10.1007/s12517-015-1916-2 http://dx.doi.org/10.1007/s12517-015-1916-2

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