Quantifying pyroconvective injection heights using observations of fire energy: Sensitivity of spaceborne observations of carbon monoxide

Atmospheric Chemistry and Physics

Volumn 15, Issue 8, 2015, Pages 4339-4355

  Gonzi, S ^a   Palmer, P I ^a   Paugam, R ^b   Wooster, M ^b   Deeter, M N ^c  

^a UNIVERSITY OF EDINBURGH   (United Kingdom)

^b KING'S COLLEGE LONDON   (United Kingdom)

^c NATIONAL CENTER FOR ATMOSPHERIC RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ATMOSPHERIC CHEMISTRY; ATMOSPHERIC POLLUTION; ATMOSPHERIC TRANSPORT; BIOMASS BURNING; BOUNDARY LAYER; CARBON MONOXIDE; CONVECTIVE SYSTEM; EMISSION INVENTORY; HEAT FLUX; MODIS; MOPITT; QUANTITATIVE ANALYSIS; RADIATIVE FORCING; SATELLITE DATA; SENSITIVITY ANALYSIS; SPATIAL DISTRIBUTION;

EID: 84928718201     PISSN: 16807316     EISSN: 16807324     Source Type: Journal    
DOI: 10.5194/acp-15-4339-2015     Document Type: Article

References (87)

1. Anderson, W. R., Catchpole, E. A., and Butler, B. W.: Convective heat transfer in fire spread through fine fuel beds, Int. J.Wildland Fire, 9, 284-298, 2010.
2. Arellano Jr., A. F., Kasibhatla, P. S., Giglio, L., van derWerf, G. R., Randerson, J. T., and Collatz, G. J.: Time-dependent inversion estimates of global biomass-burning CO emissions using Measurement of Pollution in the Troposphere (MOPITT) measurements, J. Geophys. Res., 111, D09303, doi:10.1029/2005JD006613, 2006.
3. Arellano Jr., A. F., Raeder, K., Anderson, J. L., Hess, P. G., Emmons, L. K., Edwards, D. P., Pfister, G. G., Campos, T. L., and Sachse, G. W.: Evaluating model performance of an ensemble-based chemical data assimilation system during INTEX-B field mission, Atmos. Chem. Phys., 7, 5695-5710, doi:10.5194/acp-7-5695-2007, 2007.
4. Barbosa, P. M., Stroppiana, D., and Gregoire, J.-M.: An assessment of vegetation fire in Africa (1981-1991): burned areas, burned biomass, and atmospheric emissions, Global Biogeochem. Cy., 13, 933-950, 1999.
5. Boschetti, L., Roy, D. P., Justice, C. O., and Giglio, L.: An assessment of vegetation fire in Africa (1981-1991): burned areas, burned biomass, and atmospheric emissions, Int. J.Wildland Fire, 19, 705-709, 2010.
6. Bowman, D. M. J. S., Balch, J. K, Artaxo, P., Bond, W. J., Carlson, J. M., Cochrane, M. A., D'Antonio, C. M., DeFries, R. S., Doyle, J. C., Harrison, S. P., Johnston, F. H., Keeley, J. E., Krawchuk, M. A., Kull, C. A., Marstona, J. B., Moritz, M. A., Prentice, I. C., Roos, C. I., Scott, A. C., Swetnam, T. W., van der Werf, G. R., and Pyne, S. J.: Fire in the Earth System, Science, 324, 481-484, 2009.
7. Butler, B. W.: Characterization of convective heating in full scale wildland fires, in: International Conference on Forest Fire Research, edited by: Viegas, D. X., 15-18 November 2010, Coimbra, Portugal, 2010.
8. Cahoon Jr., D., Stocks, B., Levine III, J., W. C., and O'Neill, K.: Seasonal distribution of African savanna fires, Nature, 359, 812-815, 1992.
9. Carmona-Moreno, C., Belward, A., Malingreau, J., Hartley, A., Garcia-Algere, M., Antonovskiy, M., Buchshtaber, V., and Pivovarov, V.: Characterizing interannual variations in global fire calendar using data from Earth observing satellites, Glob. Change Biol., 11, 1537-1555, 2005.
10. Chevallier, F., Fortems, A., Bousquet, P., Pison, I., Szopa, S., Devaux, M., and Hauglustaine, D. A.: African CO emissions between years 2000 and 2006 as estimated from MOPITT observations, Biogeosciences, 6, 103-111, doi:10.5194/bg-6-103-2009, 2009.
11. Csiszar, I. A., Morisette, J. T., and Giglio, L.: Validation of active fire detection from moderate-resolution satellite sensors: the MODIS example in northern Eurasia, IEEE T. Geosci. Remote Sens., 44, 1757-1764, 2006.
12. Cunningham, P. and Reeder, M. J.: Severe convective storms initiated by intense wildfires: numerical simulations of pyroconvection and pyro-tornadogenesis, Geophys. Res. Lett., 36, L12812, doi:10.1029/2009GL039262, 2009.
13. Deeter, M. N.: MOPITT Measurements of Pollution in the Troposphere, Version 5 Product User's Guide, Tech. rep., available at: https://www2.acd.ucar.edu/sites/default/files/mopitt/v5-users-guide-beta.pdf, 2011.
14. Deeter, M. N., Worden, H. M., Edwards, D. P., Gille, J. C., and Andrews, A. E.: Evaluation of MOPITT retrievals of lower-tropospheric carbon monoxide over the United States, J. Geophys. Res., 117, D13306, doi:10.1029/2012JD017553, 2012.
15. Deeter, M. N., Martinez-Alonso, S., Edwards, D. P., Emmons, L. K., Gille, J. C., Worden, H. M., Pittman, J. V., Daube, B. C., and Wofsy, S. C.: Validation of MOPITT version 5 thermal-infrared, near-infrared, and multispectral carbon monoxide profile retrievals for 2000-2011, J. Geophys. Res., 118, 6710-6725, doi:10.1002/jgrd.50272, 2013.
16. Diner, D., Ackerman, T., Braverman, A., Bruegge, C., Chopping, M., Clothiaux, E., Davies, R., Girolamo, L. D., Kahn, R., Knyazikhin, Y., Liu, Y., Marchand, R., Martonchik, J., Muller, J., Nolin, A., Pinty, B., Verstraete, M., Wu, D., Garay, M., Kalashnikova, O., Davis, A., Davis, E., and Chipman, R.: Ten years of MISR observations from Terra: looking back, ahead, and in between, Proc. IEEE Int. Geosci. Remote Sens. Symp., 1297-1299, 2010.
17. Dirksen, R. J., Boersma, K. F., de Laat, P., Stammes, J., van der Werf, G., Martin, M. V., and Kelder, H. M.: An aerosol boomerang: rapid around-the-world transport of smoke from the December 2006 Australian forest fires observed from space, J. Geophys. Res., 114, D21201, doi:10.1029/2009JD012360, 2009.
18. Dozier, J.: A method for satellite identification of surface temperature fields of subpixel resolution, Remote Sens. Environ., 11, 221-229, 1981.
19. Duncan, B. N., Martin, R. V., Staudt, A. C., Yevich, R., and Logan, J. A.: Interannual and seasonal variability of biomass burning emissions constrained by satellite observations, J. Geophys. Res., 108, 4040, doi:10.1029/2002JD002378, 2003.
20. Duncan, B. N., Logan, J. A., Bey, I., Megretskaia, I. A., Yantosca, R. M., Novelli, P. C., Jones, N. B., and Rinsland, C. P.: Global budget of CO, 1988-1997: source estimates and validation with a global model, J. Geophys. Res., 111, D22301, doi:10.1029/2007JD008459, 2007.
21. Edwards, D. P., Emmons, L. K., Gille, J. C., Chu, A., Attié, J.-L., Giglio, L., Wood, S. W., Haywood, J., Deeter, M. N., Massie, S. T., Ziskin, D. C., and Drummond, J. R.: Satellite-observed pollution from Southern Hemisphere biomass burning, J. Geophys. Res., 111, D14312, doi:10.1029/2005JD006655, 2006.
22. Ferguson, S., Sandberg, D., and Ottmar, R.: Modelling the effect of land use changes on global biomass emissions, in: Biomass Burning and Its Inter-relationship With the Climate System, Springer, New York, 33-50, 2000.
23. Finney, M. A., Cohen, J. D., McAllister, S. S., and Jolly, W. M.: On the need for a theory of wildland fire spread, Int. J. Wildland Fire, 22, 25-36, doi:10.1071/WF11117, 2012.
24. Fisher, J. A., Jacob, D. J., Purdy, M. T., Kopacz, M., Le Sager, P., Carouge, C., Holmes, C. D., Yantosca, R. M., Batchelor, R. L., Strong, K., Diskin, G. S., Fuelberg, H. E., Holloway, J. S., Hyer, E. J., McMillan, W. W., Warner, J., Streets, D. G., Zhang, Q., Wang, Y., and Wu, S.: Source attribution and interannual variability of Arctic pollution in spring constrained by aircraft (ARCTAS, ARCPAC) and satellite (AIRS) observations of carbon monoxide, Atmos. Chem. Phys., 10, 977-996, doi:10.5194/acp-10-977-2010, 2010.
25. Fleming, Z. L., Monks, P. S., and Manning, A. J.: Review: untangling the influence of air-mass history in interpreting observed atmospheric composition, Atmos. Res., 104-105, 1-39, doi:10.1016/j.atmosres.2011.09.009, 2012.
26. Frankman, D., Webb, B. W., Butler, B. W., Jimenez, D., Forthofer, J. M., Sopko, P., Shannon, K. S., Hiers, J. K., and Ottmar, R. D.: Measurements of convective and radiative heating in wildland fires, Int. J. Wildland Fire, 22, 157-165, doi:10.1071/WF11097, 2012.
27. Freeborn, P. H., Wooster, M. J., Hao, W. M., Ryan, C. A., Nordgren, B. L., Baker, S. P., and Ichoku, C.: Relationships between energy release, fuel mass loss, and trace gas and aerosol emissions during laboratory biomass fires, J. Geophys. Res., 113, D01301, doi:10.1029/2007JD008679, 2008.
28. Freitas, S., Longo, K. M., Dias, M. A. F. S., Dias, P. L. S., Chatfield, R., Prins, E., Artaxo, P., Grell, G. A., and Recuero, F. S.: Monitoring the transport of biomass burning emissions in South America, Environ. Fluid. Mech., 5, 135-167, 2005.
29. Freitas, S. R., Longo, K. M., and Andreae, M. O.: Impact of including the plume rise of vegetation fires in numerical simulations of associated atmospheric pollutants, Geophys. Res. Lett., 33, L17808, doi:10.1029/2006GL026608, 2006.
30. Freitas, S. R., Longo, K. M., Trentmann, J., and Latham, D.: Technical Note: Sensitivity of 1-D smoke plume rise models to the inclusion of environmental wind drag, Atmos. Chem. Phys., 10, 585-594, doi:10.5194/acp-10-585-2010, 2010.
31. Friedl, M., McIver, D., Hodges, J., Zhang, X., Muchoney, D., Strahler, A., Woodcock, C., Gopal, S., Schneider, A., Cooper, A., Baccini, A., Gao, F., and Schaaf, C.: Global land cover mapping from MODIS: algorithms and early results, Remote Sens. Environ., 83, 287-302, 2002.
32. Fromm, M., Lindsey, D. T., Yue, R. S. G., Sica, T. T. R., Doucet, P., and Godin-Beekmann, S.: The Untold Story of Pyrocumulonimbus, B. Am. Meteorol. Soc., 91, 1193-1209, doi:10.1175/2010BAMS3004.1, 2010.
33. Giglio, L., Descloitres, J., Justice, C. O., and Kaufman, Y. J.: An Enhanced Contextual Fire Detection Algorithm for MODIS, Remote Sens. Environ., 87, 273-282, 2003.
34. Giglio, L.: Characterization of the tropical diurnal cycle using VIRS and MODIS observations, Remote Sens. Environ., 108, 407-421, 2007.
35. Giglio, L. and Schroeder, W.: A global feasibility assessment of the bi-spectral fire temperature and area retrieval using MODIS data, Remote Sens. Environ., 108, 407-421, 2014.
36. Gonzi, S. and Palmer, P. I.: Vertical transport of surface fire emissions observed from space, J. Geophys. Res., 115, D02306, doi:10.1029/2009JD012053, 2010.
37. Gonzi, S., Feng, L., and Palmer, P. I.: Seasonal Cycle of Emissions of CO inferred from MOPITT profiles of CO: sensitivity to pyroconvection and profile retrieval assumptions, Geophys. Res. Lett., 38, L08813, doi:10.1029/2011GL046789, 2011a.
38. Gonzi, S., Palmer, P. I., Barkley, M. P., Smedt, I. D., and Roosendael, M. V.: Biomass burning emission estimates inferred from satellite column measurements of HCHO: sensitivity to co-emitted aerosol and injection height, Geophys. Res. Lett., 38, L14807, doi:10.1029/2011GL047890, 2011b.
39. Govaerts, Y., Lattanzio, M. W. P. F. A., and Roberts, G.: Algorithm theoretical basis document for MSG SEVIRI Fire Radiative Power (FRP) characterization, Technical Report Series on Global Modeling and Data Assimilation, EUMETSAT (LSA SAF), 2010.
40. Hansen, M., DeFries, R., Townshend, J., and Sohlberg, R.: Global land cover classification at 1 km resolution using a decision tree classifier, Int. J. Remote Sens., 21, 1331-1365, 2000.
41. Hodzic, A., Madronich, S., Bohn, B., Massie, S., Menut, L., and Wiedinmyer, C.: Wildfire particulate matter in Europe during summer 2003: meso-scale modeling of smoke emissions, transport and radiative effects, Atmos. Chem. Phys., 7, 4043-4064, doi:10.5194/acp-7-4043-2007, 2007.
42. Horowitz, L. W., Walters, S., Mauzerall, D. L., Emmons, L. K., Rasch, P. J., Granier, C., Tie, X., Lamarque, J.-F., Schultz, M. G., Tyndall, G. S., Orlando, J. J., and Brasseur, G. P.: A global simulation of tropospheric ozone and related tracers: Description and evaluation of MOZART, J. Geophys. Res., 108, 4784, doi:10.1029/2002JD002853, 2003.
43. Ichoku, C. and Kaufman, Y.: A method to derive smoke emission rates from MODIS fire radiative energy measurements, IEEE T. Geosci. Remote. Sens., 43, 2636-2649, 2005.
44. Ichoku, C., Giglio, L., Wooster, M. J., and Remer, L. A.: Global characterization of biomass-burning patterns using satellite measurements of fire radiative energy, Remote Sens. Environ., 112, 2950-2962, doi:10.1016/j.atmosres.2012.03.007, 2008.
45. Ichoku, C., Kahn, R., and Chin, M.: Characterisation of GOME-2 formaldehyde retrieval sensitivity, Atmos. Res., 111, 1-28, doi:10.1016/j.atmosres.2012.03.007, 2012.
46. Ito, A. and Penner, J. E.: Global estimates of biomass burning emissions based on satellite imagery for the year 2000, J. Geophys. Res., 109, D14S05, doi:10.1029/2003JD004423, 2004.
47. Jiang, Z., Jones, D. B. A., Worden, H. M., Deeter, M. N., Henze, D. K., Worden, J., Bowman, K. W., Brenninkmeijer, C. A. M., and Schuck, T.: Impact of model errors in convective transport on CO source estimates inferred from MOPITT CO retrievals, J. Geophys. Res., 118, 2073-2083, doi:10.1002/jgrd.50216, 2012.
48. Jordan, N., Ichoku, C., and Hoff, R.: Estimating smoke emissions over the U.S. southern Great Plains using MODIS fire radiative power and aerosol observations, Atmos. Environ., 42, 2007-2022, 2008.
49. Kaiser, J. W., Heil, A., Andreae, M. O., Benedetti, A., Chubarova, N., Jones, L., Morcrette, J.-J., Razinger, M., Schultz, M. G., Suttie, M., and van der Werf, G. R.: Biomass burning emissions estimated with a global fire assimilation system based on observed fire radiative power, Biogeosciences, 9, 527-554, doi:10.5194/bg-9-527-2012, 2012.
50. Kalnay, E., Kanamitsu, M., Kistler, R., Collins, W., Deaven, D., Gandin, L., Iredell, M., Saha, S., White, G., Woollen, J., Zhu, Y., Leetmaa, A., Reynolds, B., Chelliah, M., Ebisuzaki, W., Higgins, W., Janowiak, J., Mo, K. C., Ropelewski, C., Wang, J., Jenne, R., and Joseph, D.: The NCEP/NCAR 40-years Reanalysis Project, B. Am. Meteorol. Soc., 77, 437-471, 1996.
51. Kasischke, E. and Penner, J. E.: Improving global estimates of atmospheric emissions from biomass burning, J. Geophys. Res., 109, D14S01, doi:10.1029/2004JD004972, 2004.
52. Kopacz, M., Jacob, D., Henze, D., Heald, C., Streets, D., and Zhang, Q.: Comparison of analytical and adjoint Bayesian inversion methods for constraining Asian sources of CO using satellite (MOPITT) measurements of CO columns, J. Geophys. Res., 114, 1-10, 2009.
53. Lavoué, D. C., Liousse, C., Cachier, H., Stocks, B., and Goldhammer, J.: Modelling of carbonaceous particles emitted by boreal and temperature wildfires at northern latitudes, J. Geophys. Res., 105, 26871-26890, 2000.
54. Liousse, C., Guillaume, B., Grégoire, J. M., Mallet, M., Galy, C., Pont, V., Akpo, A., Bedou, M., Castéra, P., Dungall, L., Gardrat, E., Granier, C., Konaré, A., Malavelle, F., Mariscal, A., Mieville, A., Rosset, R., Serça, D., Solmon, F., Tummon, F., Assamoi, E., Yoboué, V., and Van Velthoven, P.: Updated African biomass burning emission inventories in the framework of the AMMA-IDAF program, with an evaluation of combustion aerosols, Atmos. Chem. Phys., 10, 9631-9646, doi:10.5194/acp-10-9631-2010, 2010.
55. Marenco, A., Thouret, V., Nedelec, P., Smit, H., Helten, M., Kley, D., Karcher, F., Simon, P., Law, K., Pyle, J., Poschmann, G., Wrede, R. V., Hume, C., and Cook, T.: Measurements of ozone and water vapour by Airbus in-service aircraft: the MOZAIC airborne program, J. Geophys. Res., 103, 25631-25642, 1998.
56. Martin, R., Jacob, D., Chance, K., Kurosu, T., Palmer, P., and Evans, M.: Global inventory of nitrogen oxide emissions constrained by space-based observations of NO2 columns, J. Geophys. Res., 108, 4537, doi:10.1029/2003JD003453, 2003.
57. Mu, M., Randerson, J. T., van der Werf, G. R., Giglio, L., Kasibhatla, P., Morton, D., Collatz, G. J., DeFries, R. S., Hyer, E. J., Prins, E. M., Griffith, D. W. T., Wunch, D., Toon, G. C., Sherlock, V., and Wennberg, P.: Daily and 3-hourly variability in global fire emissions and consequences for atmospheric model predictions of carbon monodixde, J. Geophys. Res., 116, D24303, doi:10.1029/2011JD016245, 2011.
58. Nelson, D. L., Garay, M. J., Kahn, R. A., and Dunts, B. A.: Stereoscopic Height and Wind Retrievals for Aerosol Plumes with the MISR INteractive eXplorer (MINX), Remote Sens. Environ., 5, 4593-4628, doi:10.3390/rs5094593, 2013.
59. Olivier, J. and Berdowski, J.: Global emissions sources and sinks, in: The Climate System, edited by: Berdowski, J., Guicherit, R., and Heij, B. J., 33-78, A.A. Balkema Publishers/Swets & Zeitlinger Publishers, Lisse, The Netherlands, ISBN 90 5809 255, 2001.
60. Palmer, P. I., Parrington, M., Lee, J. D., Lewis, A. C., Rickard, A. R., Bernath, P. F., Duck, T. J., Waugh, D. L., Tarasick, D. W., Andrews, S., Aruffo, E., Bailey, L. J., Barrett, E., Bauguitte, S. J.-B., Curry, K. R., Di Carlo, P., Chisholm, L., Dan, L., Forster, G., Franklin, J. E., Gibson, M. D., Griffin, D., Helmig, D., Hopkins, J. R., Hopper, J. T., Jenkin, M. E., Kindred, D., Kliever, J., Le Breton, M., Matthiesen, S., Maurice, M., Moller, S., Moore, D. P., Oram, D. E., O'Shea, S. J., Owen, R. C., Pagniello, C. M. L. S., Pawson, S., Percival, C. J., Pierce, J. R., Punjabi, S., Purvis, R. M., Remedios, J. J., Rotermund, K. M., Sakamoto, K. M., da Silva, A. M., Strawbridge, K. B., Strong, K., Taylor, J., Trigwell, R., Tereszchuk, K. A., Walker, K. A., Weaver, D., Whaley, C., and Young, J. C.: Quantifying the impact of BOReal forest fires on Tropospheric oxidants over the Atlantic using Aircraft and Satellites (BORTAS) experiment: design, execution and science overview, Atmos. Chem. Phys., 13, 6239-6261, doi:10.5194/acp-13-6239-2013, 2013.
61. Paugam, R., Wooster, M., Papadakis, G., and Schultz, M.: Estimation of the injection height of biomass burning emission, in: Proceeding in the ESA-iLEAPS-EGU joint conference, Frascati, Italy, 3-5 November 2010, European Space Agency, 2010.
62. Penner, J. E., Haselman, L. C., and Edwards, L. L.: Smoke-plume distributions above large-scale fires: implications for simulations of nuclear winter, Appl. Met., 25, 1434-1444, 1986.
63. Pergaud, J., Masson, V., Malardel, S., and Couvreux, F.: A parameterization of dry thermals and shallow cumuli for mesoscale numerical weather prediction, Bound.-Lay. Meteorol., 132, 132-106, 2009.
64. Peterson, D., Wang, J., Ichoku, C., Hyer, E., and Ambrosia, V.: A sub-pixel-based calculation of fire radiative power from MODIS observations: Algorithm development and initial assessment, Remote Sens. Environ., 129, 262-279, 2013.
65. Pfister, G., Hess, P. G., Emmons, L. K., Lamarque, J.-F., Wiedinmyer, C., Edwards, D. P., Pétron, G., Gille, J. C., and Sachse, G. W.: Quantifying CO emissions from the 2004 Alaskan wildfires using MOPITT CO data, Geophys. Res. Lett., 32, L11809, doi:10.1029/2005GL022995, 2005.
66. Pfister, G. G., Avise, J., Wiedinmyer, C., Edwards, D. P., Emmons, L. K., Diskin, G. D., Podolske, J., and Wisthaler, A.: CO source contribution analysis for California during ARCTASCARB, Atmos. Chem. Phys., 11, 7515-7532, doi:10.5194/acp-11-7515-2011, 2011.
67. Potter, B. E.: The role of released moisture in the atmospheric dynamics associated with wildland fires, Int. J. Wildland Fire, 14, 77-84, 2005.
68. Rienecker, M. M., Suarez, M., Todling, R., Bacmeister, J., Takacs, L., Liu, H.-C., Gu, W., Sienkiewicz, M., Koster, R., Gelaroa, R., Stajner, I., and Nielsen, J.: The GEOS-5 Data Assimilation System - Documentation of Versions 5.0.1, 5.1.0, and 5.2.0., 27, Technical Report Series on Global Modeling and Data Assimilation, NASA, Greenbelt, Maryland, 2008.
69. Roberts, G., Wooster, M. J., and Lagoudakis, E.: Annual and diurnal african biomass burning temporal dynamics, Biogeosciences, 6, 849-866, doi:10.5194/bg-6-849-2009, 2009.
70. Ross, A. N., Wooster, M. J., Boesch, H., and Parker, R.: First satellite measurements of carbon dioxide and methane emission ratios in wildfire plumes, Geophys. Res. Lett., 40, 4098-4102, doi:10.1002/grl.50733, 2013.
71. Sessions, W. R., Fuelberg, H. E., Kahn, R. A., and Winker, D. M.: An investigation of methods for injecting emissions from boreal wildfires using WRF-Chem during ARCTAS, Atmos. Chem. Phys., 11, 5719-5744, doi:10.5194/acp-11-5719-2011, 2011.
72. Shephard, M. W. and Edward, J. K.: Effect of band-to-band coregistration on fire property retrievals, Trans. Geos. Rem. Sens., 11, 2648-2661, doi:10.1109/TGRS.2003.814912, 2003.
73. Sofiev, M., Ermakova, T., and Vankevich, R.: Evaluation of the smoke-injection height from wild-land fires using remote-sensing data, Atmos. Chem. Phys., 12, 1995-2006, doi:10.5194/acp-12-1995-2012, 2012.
74. Streets, D. G., Zhang, Q., Wang, L., He, K., Hao, J., Wu, Y., Tang, Y., and Carmichael, G. R.: Revisiting China's CO emissions after the Transport and Chemical Evolution over the Pacific (TRACE-P) mission: Synthesis of inventories, atmospheric modeling, and observations, J. Geophys. Res., 111, D14306, doi:10.1029/2006JD007118, 2006.
75. Luderer, G., Trentmann, J., and Andreae, M. O.: A new look at the role of fire-released moisture on the dynamics of atmospheric pyro-convection, Int. J. Wildland Fire, 18, 554-562, 2009.
76. Trentmann, J., Luderer, G., Winterrath, T., Fromm, M. D., Servranckx, R., Textor, C., Herzog, M., Graf, H.-F., and Andreae, M. O.: Modeling of biomass smoke injection into the lower stratosphere by a large forest fire (Part I): reference simulation, Atmos. Chem. Phys., 6, 5247-5260, doi:10.5194/acp-6-5247-2006, 2006.
77. Val Martin, M., Logan, J. A., Kahn, R. A., Leung, F.-Y., Nelson, D. L., and Diner, D. J.: Smoke injection heights from fires in North America: analysis of 5 years of satellite observations, Atmos. Chem. Phys., 10, 1491-1510, doi:10.5194/acp-10-1491-2010, 2010.
78. Val Martin, M., Kahn, R. A., Logan, J. A., Paugam, R., Wooster, M., and Ichoku, C.: Space-based observational constraints for 1-D fire smoke plume-rise models, J. Geophys. Res., 117, D22204, doi:10.1029/2012JD018370, 2012.
79. van der Werf, G. R., Randerson, J. T., Giglio, L., Collatz, G. J., Kasibhatla, P. S., and Arellano Jr., A. F.: Interannual variability in global biomass burning emissions from 1997 to 2004, Atmos. Chem. Phys., 6, 3423-3441, doi:10.5194/acp-6-3423-2006, 2006.
80. van der Werf, G. R., Randerson, J. T., Giglio, L., Collatz, G. J., Mu, M., Kasibhatla, P. S., Morton, D. C., DeFries, R. S., Jin, Y., and van Leeuwen, T. T.: Global fire emissions and the contribution of deforestation, savanna, forest, agricultural, and peat fires (1997-2009), Atmos. Chem. Phys., 10, 11707-11735, doi:10.5194/acp-10-11707-2010, 2010.
81. Vermote, E., Ellicott, E., Dubovik, O., Lapyonok, T., Chin, M., Giglio, L., and Roberts, G. J.: An approach to estimate global biomass burning emissions of organic and black carbon from MODIS fire radiative power, J. Geophys. Res., 114, D18205, doi:10.1029/2008JD011188, 2009.
82. Wooster, M. J., Zhukov, B., and Oertel, D.: Fire radiative energy for quantitative study of biomass burning: derivation from the BIRD experimental satellite and comparison to MODIS fire products, Remote Sens. Environ., 86, 83-107, 2003.
83. Wooster, M. J., Roberts, G., and Perry, G. L. W.: Retrieval of biomass combustion rates and totals from fire radiative power observations: FRP derivation and calibration relationships between biomass consumption and fire radiative energy release, J. Geophys. Res., 110, D24311, doi:10.1029/2005JD006318, 2005.
84. Wooster, M., Xu, W., and Nightingale, T.: Sentinel-3 SLSTR active fire detection and FRP product: Pre-launch algorithm development and performance evaluation using MODIS and ASTER datasets, Remote Sens. Environ., 120, 236-254, 2012.
85. Yevich, R. and Logan, J. A.: An assessment of biofuel use and burning of agricultural waste in the developing world, Global Biogeochem. Cy., 17, 1095, doi:10.1029/2002GB001952, 2003.
86. Zhang, L., Li, Q. B., Jin, J., Liu, H., Livesey, N., Jiang, J. H., Mao, Y., Chen, D., Luo, M., and Chen, Y.: Impacts of 2006 Indonesian fires and dynamics on tropical upper tropospheric carbon monoxide and ozone, Atmos. Chem. Phys., 11, 10929-10946, doi:10.5194/acp-11-10929-2011, 2011.
87. Zhukov, B., Lorenz, E., Oertel, D., Wooster, M., and Roberts, G.: Spaceborne detection and characterization of fires during the bispectral infrared detection (BIRD) experimental small satellite mission, Remote Sens. Environ., 100, 29-51, 2005.