The role of optimality in characterizing CO2 seepage from geologic carbon sequestration sites

International Journal of Greenhouse Gas Control

Volumn 2, Issue 4, 2008, Pages 640-652

  Cortis, Andrea ^a   Oldenburg, Curtis M ^a   Benson, Sally M ^b  

^a LAWRENCE BERKELEY NATIONAL LABORATORY   (United States)

^b STANFORD UNIVERSITY   (United States)

Author keywords

Geologic storage; Monitoring networks; Optimization

Indexed keywords

CARBON DIOXIDE; EVOLUTIONARY ALGORITHMS; GREENHOUSE GASES; LOCATION; OPTIMIZATION; REGRESSION ANALYSIS; SURFACE MEASUREMENT;

EDDY COVARIANCE TOWERS; GEOLOGIC CARBON SEQUESTRATIONS; GEOLOGIC STORAGE; GREENHOUSE GAS MITIGATION; MONITORING NETWORK; NEAR-SURFACE MEASUREMENTS; OPTIMIZATION STRATEGY; STEEPEST DESCENT ALGORITHM;

HYDROCARBON SEEPAGE;

ARTIFICIAL NEURAL NETWORK; CARBON DIOXIDE; CARBON SEQUESTRATION; EDDY COVARIANCE; MODELING; OPTIMIZATION; SEEPAGE;

EID: 51449100964     PISSN: 17505836     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijggc.2008.04.008     Document Type: Article

References (37)

1. 2 flux to the atmosphere from an area of high volcanogenic emissions, Mammoth Mountain, California. Chem. Geol. 177 (2001) 31-42
2. 2 and water vapor exchange of a temperate broadleaved forest across hourly to decadal time scales. Ecol. Model. 142 (2001) 155-184
3. Benson S.M. Monitoring carbon dioxide sequestration in deep geological formations for inventory verification and carbon credits, Society of Petroleum Engineers. SPE-102833, 2006 Annual Technical Conference and Exhibition. San Antonio, TX, September 24-27 (2006)
4. Birge B. PSOt-a particle swarm optimization toolbox for use with Matlab. Swarm Intelligence Symposium, 2003. SIS '03. Proceedings of the 2003 IEEE (2003) 182-186
5. 2 flux measurements in volcanic and geothermal areas. Appl. Geochem. 13 (1998) 543-552
6. Dorigo M., and Stützle T. Ant Colony Optimization (2004), MIT Press/Bradford Books, Cambridge, MA
7. Eberhart R.C., and Kennedy J. New optimizer using particle swarm theory. Proceedings of the Sixth International Symposium on Micromachine and Human Science. Nagoya, Japan (1995) 39-43
8. Ehman J.L., Schmid H.P., Grimmond C.S.B., Randolph J.C., Hanson P.J., Wayson C.A., and Cropley F.D. An initial intercomparison of micrometeorological and ecological inventory estimates of carbon exchange in a mid-latitude deciduous forest. Global Change Biol. 6 (2002) 575-589 10.1046/j.1365-2486.2002.00492.x
9. Foken T., and Wichura B. Tools for quality assessment of surface-based flux measurements. Agric. For. Meteorol. 78 (1996) 83-105
10. 2 exchange at the moss surface of a black spruce forest. Tree Physiol. 17 (1997) 537-542
11. Govindaraju R., and Rao A. Artificial Neural Networks in Hydrology (2000), Springer ISBN: 10:0792362268
12. Hagen S.C., Braswell B.H., Linder E., Frolking S., Richardson A.D., and Hollinger D.Y. Statistical uncertainty of eddy flux-based estimates of gross ecosystem carbon exchange at Howland Forest, Maine. J. Geophys. Res-Atmos. (2006) 10.1029/2005JD006154 (D08S03)
13. Hansen J. Defusing the global warming time bomb. Sci. Am. 3 (2004) 00368, 68-77
14. Hepple R.P., and Benson S.M. Geologic storage of carbon dioxide as a climate change mitigation strategy: performance requirements and the implications of surface seepage. Environ. Geol. (2005) 576-585 10.1007/s00254-004-1181-2
15. Holland J. Adaptation in Natural and Artificial Systems (1992), MIT Press ISBN: 10:0-262-58111-6
16. Intergovernmental Program on Climate Change (IPCC), 2005. Special Report on carbon dioxide capture and storage, ISBN: 92-969-119-4, http://www.ipcc.ch/activity/srccs/index.htm.
17. Klusman R.W. Evaluation of leakage potential from a carbon dioxide EOR/sequestration project. Energ. Convers. Manag. 44 (2003) 1921-1940
18. Klusman R.W. Rate measurements and detection of gas microseepage to the atmosphere from an enhanced oil recovery/sequestration project, Rangely, Colorado, USA. Appl. Geochem. 18 (2003) 1825-1838
19. Klusman R.W. Detailed compositional analysis of gas seepage at the National Carbon Storage Test Site, Teapot Dome, Wyoming, USA. Appl. Geochem. 21 (2006) 1498-1521
20. 2 leakage for verification of geologic carbon sequestration. Geophys. Res. Lett. 19 (2005) Art. No. L19, 403
21. Markou M., and Singh S. Novelty detection: a review. Part 1: statistical approaches. Signal Process. 12 (2003) 2481-2521
22. Markou M., and Singh S. Novelty detection: a review. Part 2: neural network based approaches. Signal Process. 12 (2003) 2499-2521
23. Massmann W., and Lee X. Eddy covariance flux corrections and uncertainties in long term studies of carbon and energy exchanges. Agric. For. Meteorol. 113 (2002) 121-144
24. 2 reservoirs using eddy covariance (2005), Elsevier, Ltd. chapter 21, pp. 1031-1044
25. Myer L.R., Hoversten G.M., and Gasperikova E. Sensitivity and cost of monitoring geologic sequestration using geophysics. In: Gale J., and Kaya Y. (Eds). Proceedings of the Sixth Annual International Conference on Greenhouse Gas Control Technologies, vol. 1. Pergamon, October, 1-4 (2002) 377-382
26. Oldenburg C.M., and Unger A.J.A. On leakage and seepage from geologic carbon sequestration sites: unsaturated zone attenuation. Vadose Zone J. 2 3 (2003) 287-296 doi:10.2113/2.3.287
27. Oldenburg, C.M., Lewicki, J.L., Hepple, R.P., October 2003. Near-surface monitoring strategies for geologic carbon dioxide storage verification, Lawrence Berkeley National Laboratory Report LBNL-54089.
28. 2 from geologic carbon sequestration sites. Vadose Zone J. 3 (2004) 848-857
29. Pacala S., and Socolow R. Stabilization wedges: solving the climate problem for the next 50 years with current technologies. Science 5686 (2004) 968-972
30. Pruess, K., Oldenburg, C.M., Moridis, G.J., November 1999. TOUGH2 User's Guide Version 2. E.O. Lawrence Berkeley National Laboratory Report LBNL-43134.
31. Radziemski L., Solarz R., and Paisner J. Laser Spectroscopy and Its Applications, no. 11 in Optical Engineering Series (1987), Marcel Dekker, NY
32. 18OO fluxes between ecosystems and the atmosphere: model description and sensitivity analyses. Global Biogeochem. Cycles 16 (2002) 10.1029/2002GB001878 Art. No. 1095
33. 2O ecosystem pools and fluxes in a tallgrass prairie: simulations and comparisons to measurements. Global Change Biol. 11 (2003) 1567-1581
34. Schlessinger M. Infrared Technology Fundamentals, no. 46 in Optical Engineering Series (1995), Marcel Dekker, Inc., New York, NY
35. 2 capture and storage in Europe: results from a survey. Energy Policy 35 10 (2007) 5091-5108
36. 2 monitoring systems. In: Thomas D.C., and Benson S.M. (Eds). Carbon Dioxide Capture for Storage in Deep Geologic Formations vol. 2 (2005), Elsevier 1115-1130
37. Storn, R., Price, K., 1995. Differential evolution-a simple and efficient adaptive scheme for global optimization over continuous spaces. Technical Report TR-95-012, ICSI.