Measuring volcanic degassing of SO2 in the lower troposphere with ASTER band ratios
Author(s)
Language
English
Obiettivo Specifico
1.2. TTC - Sorveglianza geochimica delle aree vulcaniche attive
Status
Published
JCR Journal
JCR Journal
Peer review journal
Yes
Issue/vol(year)
/194 (2010)
Publisher
Elsevier
Pages (printed)
42-54
Date Issued
2010
Subjects
Abstract
We present a new method for measuring SO2 with the data from the ASTER (Advanced Spaceborne Thermal
Emission and Reflectance radiometer) orbital sensor. The method consists of adjusting the SO2 column
amount until the ratios of radiance simulated on several ASTER bands match the observations. We present a
sensitivity analysis for this method, and two case studies. The sensitivity analysis shows that the selected
band ratios depend much less on atmospheric humidity, sulfate aerosols, surface altitude and emissivity than
the raw radiances. Measurements with b25% relative precision are achieved, but only when the thermal
contrast between the plume and the underlying surface is higher than 10 K. For the case studies we focused
on Miyakejima and Etna, two volcanoes where SO2 is measured regularly by COSPEC or scanning DOAS. The
SO2 fluxes computed from a series of ten images of Miyakejima over the period 2000–2002 is in agreement
with the long term trend of measurement for this volcano. On Etna, we compared SO2 column amounts
measured by ASTER with those acquired simultaneously by ground-based automated scanning DOAS. The
column amounts compare quite well, providing a more rigorous validation of the method. The SO2 maps
retrieved with ASTER can provide quantitative insights into the 2D structure of non-eruptive volcanic
plumes, their dispersion and their progressive depletion in SO2.
Emission and Reflectance radiometer) orbital sensor. The method consists of adjusting the SO2 column
amount until the ratios of radiance simulated on several ASTER bands match the observations. We present a
sensitivity analysis for this method, and two case studies. The sensitivity analysis shows that the selected
band ratios depend much less on atmospheric humidity, sulfate aerosols, surface altitude and emissivity than
the raw radiances. Measurements with b25% relative precision are achieved, but only when the thermal
contrast between the plume and the underlying surface is higher than 10 K. For the case studies we focused
on Miyakejima and Etna, two volcanoes where SO2 is measured regularly by COSPEC or scanning DOAS. The
SO2 fluxes computed from a series of ten images of Miyakejima over the period 2000–2002 is in agreement
with the long term trend of measurement for this volcano. On Etna, we compared SO2 column amounts
measured by ASTER with those acquired simultaneously by ground-based automated scanning DOAS. The
column amounts compare quite well, providing a more rigorous validation of the method. The SO2 maps
retrieved with ASTER can provide quantitative insights into the 2D structure of non-eruptive volcanic
plumes, their dispersion and their progressive depletion in SO2.
Sponsors
R.C. was supported by a grant from F.R.I.A (Fond pour la Recherche
Industrielle et Appliquée). GGS acknowledges a PhD grant funded by
the project “Sviluppo di sistemi di monitoraggio” funded by
Dipartimento di Protezione Civile della Regione Sicilia, INGV (Istituto
Nazionale di Geofisica e Vulcanologia, sezione di Catania—Italy) and
NOVAC (Network for Observation of Volcanic and Atmospheric
Change) EU-funded FP6 project no. 18354. P-F. C. is research associate
with FRS-FNRS and benefited from its financial support (F.4511.08).
Industrielle et Appliquée). GGS acknowledges a PhD grant funded by
the project “Sviluppo di sistemi di monitoraggio” funded by
Dipartimento di Protezione Civile della Regione Sicilia, INGV (Istituto
Nazionale di Geofisica e Vulcanologia, sezione di Catania—Italy) and
NOVAC (Network for Observation of Volcanic and Atmospheric
Change) EU-funded FP6 project no. 18354. P-F. C. is research associate
with FRS-FNRS and benefited from its financial support (F.4511.08).
References
Andres, R., Kasgnoc, A.D., 1997. A time-averaged inventory of subaerial volcanic sulfur
emissions. J. Geophys. Res. 103 (D19), 25251–25261.
Arai, K., Tonooka, H., 2005. Radiometric performance evaluation of ASTER VNIR, SWIR
and TIR. IEEE Transactions on Geoscience and Remote Sensing 43 (12), 2725–2732.
Bluth, G.J.S., Shannon, J.M., Watson, I.M., Prata, A.J., Realmuto, V.J., 2007. Development
of an ultra-violet digital camera for volcanic SO2 imaging. J. Volcanol. Geotherm.
Res. 161, 47–56.
Bobrowski, N., Hönninger, G., Lohberger, F., Platt, U., 2006. IDOAS: a new monitoring
technique to study the 2D distribution of volcanic gas emissions. Journ. Volcano.
Geotherm. Res 150, 329–338.
Caltabiano, T., Romano, R., Budetta, G., 1994. SO2 flux measurements at Mount Etna
(Sicily). J. Geophys. Res. 99 (12), 12,809–12,819.
Carn, S.A., Krueger, A.J., Arellano, S., Krotkov, N.A., Yang, K., 2008. Daily monitoring of
Ecuadorian volcanic degassing from space. J. Volcanol. Geotherm. Res. 176, 141–150.
Clarisse, L., Coheur, P.F., Prata, A.J., Hurtmans, D., Razavi, A., Phulpin, T., Hadji-Lazaro, J.,
Clerbaux, C., 2008. Tracking and quantifying volcanic SO2 with IASI, the September
2007 eruption at Jebel at Tair. Atmos. Chem. Phys. 8, 7723–7734.
L. Clarisse, D. Hurtmans, A.J. Prata, F. Karagulian, C. Clerbaux, and P.F. Coheur. Retrieving
aerosol properties from nadir observed high resolution spectra. Applied Optics, in
review, 2010
Clough, S.A., Shephard, M.W., Mlawer, E.J., Delamere, J.S., Iacono, M.J., Cady-Pereira, K.,
Boukabara, S., Brown, P.D., 2005. Atmospheric radiative transfer modeling: a
summary of the AER codes, short communication. J. Quant. Spectrosc. Radiat.
Transfer 91, 233–244.
Coheur, P.-F., Barret, B., Turquety, S., Hurtmans, D., Hadji-Lazaro, J., Clerbaux, C., 2005.
Retrieval and characterization of ozone vertical profiles from a thermal infrared
nadir sounder. J. Geophys. Res. 110, D24303.
Corradini, S., Pugnaghi, S., Teggi, S., Buongiorno, M.F., Bogliolo, M.P., 2003. Will ASTER
see the Etna SO2 plume? Int. J. Remote Sens. 24 (6), 1207–1218.
Dalton, M.P., Watson, I.M., Nadeau, P.A., Werner, C., Morrow, W., Shannon, J.M., 2009.
Assessment of the UV camera sulfur dioxide retrieval for point source plumes.
J. Volcanol. Geotherm. Res.. doi:10.1016/j.jvolgeores.2009.09.013
Elias, T., Sutton, A.J., Oppenheimer, C., Horton, K.A., Garbeil, H., Tsanev, V., McGonigle, A.J.S.,
Williams-Jones, G., 2006. Intercomparison of COSPEC and two miniature ultraviolet
spectrometer systems for SO2 measurements using scattered sunlight. Bull. Vol. 68,
313–322.
Galle, B., Oppenheimer, C., Geyer, A., McGonigle, A.S.J., Edmonds, M., Horrocks, L.A.,
2002. A miniaturised ultraviolet spectrometer for remote sensing of SO2 fluxes: a
new tool for volcano surveillance. J. Volcanol. Geotherm. Res. 119, 241–254.
Graf, H.-F., Feichter, J., Langmann, B., 1997. Volcanic sulfur emissions: estimates of
source strength and its contribution to the global sulfate distribution. J. Geophys.
Res. 102, 10727–10738.
JPL HysPIRI group, 2009, NASA 2008 HyspIRI Whitepaper and Workshop Report, JPL
Publication 09-19, downloadable at http://hyspiri.jpl.nasa.gov/downloads/public/
2008%20HyspIRI%20Whitepaper%20and%20Science%20Workshop%20Report-r2.pdf.
Kazahaya, K., Shinohara, H., Uto, K., Odai, M., Nakahori, Y., Mori, H., Iino, H., Miyashita,
M., Hirabayashi, J., 2004. Gigantic SO2 emission from Miyakejima volcano, Japan,
caused by caldera collapse. Geology v.32 (no. 5), 425–428.
Kazahaya, R., Mori, T., Kazahaya, K., Hirabayashi, J., 2008. Computed tomography
reconstruction of SO2 concentration distribution in the volcanic plume of
Miyakejima, Japan, by airborne traverse technique using three UV spectrometers.
Geophys. Res. Lett. 35, L13816.
Le Guern, F., 1982. Les débits de CO2 et SO2 volcaniques dans l'atmosphère. Bull. Volc.
45, 197–202.
Mather, T.A., Tsanev, V.I., Pyle, D.M., McGonigle, A.J.S., Oppenheimer, C., Allen, A.G.,
2004. Characterization and evolution of tropospheric plumes from Lascar and
Villarrica volcanoes, Chile. J. Geophys. Res. 109, D21303.
McGonigle, A.J.S., Delmelle, P., Oppenheimer, C., Tsanev, V.I., Delfosse, T., Williams-
Jones, G., Horton, K., Mather, T.A., 2004. SO2 depletion in tropospheric volcanic
plumes. Geophys. Res. Lett. 31, L13201. doi:10.1029/2004GL019990.
Mori, T., Burton, M., 2006. The SO2 camera: a simple, fast and cheap method for groundbased
imaging of SO2 in volcanic plumes. Geophys. Res. Lett. 33, L24804.
Newcomb, G., Millán, M.M., 1970. Theory, applications and results of the long-line
correlation spectrometer. IEEE Trans. on Geoscience Electronics 8, 149–157.
Oppenheimer, C., Francis, P., Stix, J., 1998. Depletion rates of sulfur dioxide in
tropospheric volcanic plumes. Geophys. Res. Lett. 25 (14), 2671–2674.
Pieri, D., Abrams, M., 2004. ASTER watches the world's volcanoes: a new paradigm for
volcanological observations from orbit. J. Volcano. Geotherm. Res. 135, 13–28.
Prata, A.J., Bernardo, C., 2007. Retrieval of volcanic SO2 column abundance from
Atmospheric Infrared Sounder data. J. Geophys. Res. 112, D20204.
Prata, A.J., Kerkmann, J., 2007. Simultaneous retrieval of volcanic ash and SO2 using
MSG-SEVIRI measurements. Geophys. Res. Lett. 34, L05813.
Pugnaghi, S., Gangale, G., Corradini, S., Buongiorno, M.F., 74–90, 2006. Mt. Etna
sulfur dioxide flux monitoring using ASTER-TIR data and atmospheric observations.
J. Volcano. Geotherm. Res. 152, 74–90.
Realmuto, V.J., Sutton, A.J., Elias, T., 1997. Multispectral thermal infrared mapping of
sulfur dioxide plumes: a case study from the East Rift Zone of Kilauea Volcano,
Hawaii. J. Geophys. Res. 102 (B7), 15057–15072.
Realmuto, V.J., Abrams, M., Buongiorno, M.F., Pieri, D., July 29, 1986. The use of thermal
infrared image data to estimate the sulfur dioxide flux from volcanoes: a case study
from Mount Etna, Sicily. J. Geophys. Res 99 (B1), 481–488.
Rodriguez, L.A., Watson, I.M., Edmonds, M., Ryan, G., Hards, V.L., Oppenheimer, C., Bluth,
G.J.S., 2008. SO2 loss rates in the plume emitted by Soufrière Hills volcano,
Montserrat. Journ. Volcanol. Geotherm. Res. 173 (1–2), 135–147.
Rothman, L.S., Gordon, I.E., Barbe, A., Benner, D.C., Bernath, P.F., Birk, M., Boudon, V., Brown,
L.R., Campargue, A., Champion, J.-P., Chance, K., Coudert, L.H., Dana, V., Devi, V.M., Fally,
S., Flaud, J.-M., Gamache, R.R., Goldman, A., Jacquemart, D., Kleiner, I., Lacome, N.,
Lafferty, W.J., Mandin, J.-Y., Massie, S.T., Mikhailenko, S.N., Miller, C.E., Moazzen-
Ahmadi, N., Naumenko, O., Nikitin, A.V., Orphal, J., Perevalov, V.I., Perrin, A., Predoi-
Cross, A.,Rinsland, C.P.,Rotger,M., Simecková, M., Smith,M.A.H.,Sung, K., Tashkun, S.A.,
Tennyson, J., Toth, R.A., Vandaele, A.C., Vander Auwera, J., 2008. The HITRAN 2008
molecular spectroscopic database. J. Quant. Spectrosc. Radiat. Transfer 82, 5–44.
Salerno, G.G., Burton, M.R., Oppenheimer, C., Caltabiano, T., Tsanev, V.I., Bruno, N.,
2009a. Novel retrieval of volcanic SO2 abundance from ultraviolet spectra. Journ.
Volcanol. Geotherm. Res. 181, 141–153.
Salerno, G.G., Burton, M.R., Oppenheimer, C., Caltabiano, T., Randazzo, D., Bruno, N.,
Longo, V., 2009b. Three-years of SO2 flux measurements of Mt. Etna using an
automated UV scanner array: comparison with conventional traverses and
uncertainties in flux retrieval. J. Volcanol. Geotherm. Res. 183, 76–83.
Stoiber, R.E., Maliconico, L.L., Williams, S.N., 1983. Use of the Correlation Spectrometer
at Volcanoes. In: Tazieff, H., Sabroux, J.C. (Eds.), Forecasting volcanic events.
Elsevier, Amsterdam, pp. 425–444.
Stoiber, R.E., Williams, S.N., Huebert, B., 1987. Annual contribution of sulfur dioxide to
the atmosphere by volcanoes. J. Volcanol. and Geotherm. Res. 33, 1–8.
Trunk, L, Bernard, A, 2008. Investigating crater lake warming using ASTER thermal
imagery: Case studies at Ruapehu, Poás, Kawah Ijen, and Copahué Volcanoes. Journ.
Volcanol. and Geotherm. Res. 178, 259–270.
Urai, M., 2004. Sulfur dioxide flux estimation from volcanoes using advanced
spaceborne thermal emission and reflection radiometer: a case study of
Miyakejima volcano, Japan. J. Volcanol. Geotherm. Res. 134, 1–13.
Watson, I.M., Oppenheimer, C., 3561–3572, 2001. Photometric observations of Mt.
Etna's different aerosol plumes. Atmosph. Environm. 35, 3561–3572.
Watson, I.M., Realmuto, V.J., Rose, W.I., Prata, A.J., Bluth, G.J., Gu, Y., Bader, C.E., Yu, T.,
2004. Thermal infrared remote sensing of volcanic emissions using the moderate
resolution imaging spectroradiometer. J. Volcanol. Geotherm. Res. 135, 75–89.
Williams-Jones, G., Stix, J., Hickson, C., 2008. The COSPEC Cookbook: making SO2-
Measurements at Active Volcanoes. IAVCEI, Methods in Volcanology 1 233 pp.
emissions. J. Geophys. Res. 103 (D19), 25251–25261.
Arai, K., Tonooka, H., 2005. Radiometric performance evaluation of ASTER VNIR, SWIR
and TIR. IEEE Transactions on Geoscience and Remote Sensing 43 (12), 2725–2732.
Bluth, G.J.S., Shannon, J.M., Watson, I.M., Prata, A.J., Realmuto, V.J., 2007. Development
of an ultra-violet digital camera for volcanic SO2 imaging. J. Volcanol. Geotherm.
Res. 161, 47–56.
Bobrowski, N., Hönninger, G., Lohberger, F., Platt, U., 2006. IDOAS: a new monitoring
technique to study the 2D distribution of volcanic gas emissions. Journ. Volcano.
Geotherm. Res 150, 329–338.
Caltabiano, T., Romano, R., Budetta, G., 1994. SO2 flux measurements at Mount Etna
(Sicily). J. Geophys. Res. 99 (12), 12,809–12,819.
Carn, S.A., Krueger, A.J., Arellano, S., Krotkov, N.A., Yang, K., 2008. Daily monitoring of
Ecuadorian volcanic degassing from space. J. Volcanol. Geotherm. Res. 176, 141–150.
Clarisse, L., Coheur, P.F., Prata, A.J., Hurtmans, D., Razavi, A., Phulpin, T., Hadji-Lazaro, J.,
Clerbaux, C., 2008. Tracking and quantifying volcanic SO2 with IASI, the September
2007 eruption at Jebel at Tair. Atmos. Chem. Phys. 8, 7723–7734.
L. Clarisse, D. Hurtmans, A.J. Prata, F. Karagulian, C. Clerbaux, and P.F. Coheur. Retrieving
aerosol properties from nadir observed high resolution spectra. Applied Optics, in
review, 2010
Clough, S.A., Shephard, M.W., Mlawer, E.J., Delamere, J.S., Iacono, M.J., Cady-Pereira, K.,
Boukabara, S., Brown, P.D., 2005. Atmospheric radiative transfer modeling: a
summary of the AER codes, short communication. J. Quant. Spectrosc. Radiat.
Transfer 91, 233–244.
Coheur, P.-F., Barret, B., Turquety, S., Hurtmans, D., Hadji-Lazaro, J., Clerbaux, C., 2005.
Retrieval and characterization of ozone vertical profiles from a thermal infrared
nadir sounder. J. Geophys. Res. 110, D24303.
Corradini, S., Pugnaghi, S., Teggi, S., Buongiorno, M.F., Bogliolo, M.P., 2003. Will ASTER
see the Etna SO2 plume? Int. J. Remote Sens. 24 (6), 1207–1218.
Dalton, M.P., Watson, I.M., Nadeau, P.A., Werner, C., Morrow, W., Shannon, J.M., 2009.
Assessment of the UV camera sulfur dioxide retrieval for point source plumes.
J. Volcanol. Geotherm. Res.. doi:10.1016/j.jvolgeores.2009.09.013
Elias, T., Sutton, A.J., Oppenheimer, C., Horton, K.A., Garbeil, H., Tsanev, V., McGonigle, A.J.S.,
Williams-Jones, G., 2006. Intercomparison of COSPEC and two miniature ultraviolet
spectrometer systems for SO2 measurements using scattered sunlight. Bull. Vol. 68,
313–322.
Galle, B., Oppenheimer, C., Geyer, A., McGonigle, A.S.J., Edmonds, M., Horrocks, L.A.,
2002. A miniaturised ultraviolet spectrometer for remote sensing of SO2 fluxes: a
new tool for volcano surveillance. J. Volcanol. Geotherm. Res. 119, 241–254.
Graf, H.-F., Feichter, J., Langmann, B., 1997. Volcanic sulfur emissions: estimates of
source strength and its contribution to the global sulfate distribution. J. Geophys.
Res. 102, 10727–10738.
JPL HysPIRI group, 2009, NASA 2008 HyspIRI Whitepaper and Workshop Report, JPL
Publication 09-19, downloadable at http://hyspiri.jpl.nasa.gov/downloads/public/
2008%20HyspIRI%20Whitepaper%20and%20Science%20Workshop%20Report-r2.pdf.
Kazahaya, K., Shinohara, H., Uto, K., Odai, M., Nakahori, Y., Mori, H., Iino, H., Miyashita,
M., Hirabayashi, J., 2004. Gigantic SO2 emission from Miyakejima volcano, Japan,
caused by caldera collapse. Geology v.32 (no. 5), 425–428.
Kazahaya, R., Mori, T., Kazahaya, K., Hirabayashi, J., 2008. Computed tomography
reconstruction of SO2 concentration distribution in the volcanic plume of
Miyakejima, Japan, by airborne traverse technique using three UV spectrometers.
Geophys. Res. Lett. 35, L13816.
Le Guern, F., 1982. Les débits de CO2 et SO2 volcaniques dans l'atmosphère. Bull. Volc.
45, 197–202.
Mather, T.A., Tsanev, V.I., Pyle, D.M., McGonigle, A.J.S., Oppenheimer, C., Allen, A.G.,
2004. Characterization and evolution of tropospheric plumes from Lascar and
Villarrica volcanoes, Chile. J. Geophys. Res. 109, D21303.
McGonigle, A.J.S., Delmelle, P., Oppenheimer, C., Tsanev, V.I., Delfosse, T., Williams-
Jones, G., Horton, K., Mather, T.A., 2004. SO2 depletion in tropospheric volcanic
plumes. Geophys. Res. Lett. 31, L13201. doi:10.1029/2004GL019990.
Mori, T., Burton, M., 2006. The SO2 camera: a simple, fast and cheap method for groundbased
imaging of SO2 in volcanic plumes. Geophys. Res. Lett. 33, L24804.
Newcomb, G., Millán, M.M., 1970. Theory, applications and results of the long-line
correlation spectrometer. IEEE Trans. on Geoscience Electronics 8, 149–157.
Oppenheimer, C., Francis, P., Stix, J., 1998. Depletion rates of sulfur dioxide in
tropospheric volcanic plumes. Geophys. Res. Lett. 25 (14), 2671–2674.
Pieri, D., Abrams, M., 2004. ASTER watches the world's volcanoes: a new paradigm for
volcanological observations from orbit. J. Volcano. Geotherm. Res. 135, 13–28.
Prata, A.J., Bernardo, C., 2007. Retrieval of volcanic SO2 column abundance from
Atmospheric Infrared Sounder data. J. Geophys. Res. 112, D20204.
Prata, A.J., Kerkmann, J., 2007. Simultaneous retrieval of volcanic ash and SO2 using
MSG-SEVIRI measurements. Geophys. Res. Lett. 34, L05813.
Pugnaghi, S., Gangale, G., Corradini, S., Buongiorno, M.F., 74–90, 2006. Mt. Etna
sulfur dioxide flux monitoring using ASTER-TIR data and atmospheric observations.
J. Volcano. Geotherm. Res. 152, 74–90.
Realmuto, V.J., Sutton, A.J., Elias, T., 1997. Multispectral thermal infrared mapping of
sulfur dioxide plumes: a case study from the East Rift Zone of Kilauea Volcano,
Hawaii. J. Geophys. Res. 102 (B7), 15057–15072.
Realmuto, V.J., Abrams, M., Buongiorno, M.F., Pieri, D., July 29, 1986. The use of thermal
infrared image data to estimate the sulfur dioxide flux from volcanoes: a case study
from Mount Etna, Sicily. J. Geophys. Res 99 (B1), 481–488.
Rodriguez, L.A., Watson, I.M., Edmonds, M., Ryan, G., Hards, V.L., Oppenheimer, C., Bluth,
G.J.S., 2008. SO2 loss rates in the plume emitted by Soufrière Hills volcano,
Montserrat. Journ. Volcanol. Geotherm. Res. 173 (1–2), 135–147.
Rothman, L.S., Gordon, I.E., Barbe, A., Benner, D.C., Bernath, P.F., Birk, M., Boudon, V., Brown,
L.R., Campargue, A., Champion, J.-P., Chance, K., Coudert, L.H., Dana, V., Devi, V.M., Fally,
S., Flaud, J.-M., Gamache, R.R., Goldman, A., Jacquemart, D., Kleiner, I., Lacome, N.,
Lafferty, W.J., Mandin, J.-Y., Massie, S.T., Mikhailenko, S.N., Miller, C.E., Moazzen-
Ahmadi, N., Naumenko, O., Nikitin, A.V., Orphal, J., Perevalov, V.I., Perrin, A., Predoi-
Cross, A.,Rinsland, C.P.,Rotger,M., Simecková, M., Smith,M.A.H.,Sung, K., Tashkun, S.A.,
Tennyson, J., Toth, R.A., Vandaele, A.C., Vander Auwera, J., 2008. The HITRAN 2008
molecular spectroscopic database. J. Quant. Spectrosc. Radiat. Transfer 82, 5–44.
Salerno, G.G., Burton, M.R., Oppenheimer, C., Caltabiano, T., Tsanev, V.I., Bruno, N.,
2009a. Novel retrieval of volcanic SO2 abundance from ultraviolet spectra. Journ.
Volcanol. Geotherm. Res. 181, 141–153.
Salerno, G.G., Burton, M.R., Oppenheimer, C., Caltabiano, T., Randazzo, D., Bruno, N.,
Longo, V., 2009b. Three-years of SO2 flux measurements of Mt. Etna using an
automated UV scanner array: comparison with conventional traverses and
uncertainties in flux retrieval. J. Volcanol. Geotherm. Res. 183, 76–83.
Stoiber, R.E., Maliconico, L.L., Williams, S.N., 1983. Use of the Correlation Spectrometer
at Volcanoes. In: Tazieff, H., Sabroux, J.C. (Eds.), Forecasting volcanic events.
Elsevier, Amsterdam, pp. 425–444.
Stoiber, R.E., Williams, S.N., Huebert, B., 1987. Annual contribution of sulfur dioxide to
the atmosphere by volcanoes. J. Volcanol. and Geotherm. Res. 33, 1–8.
Trunk, L, Bernard, A, 2008. Investigating crater lake warming using ASTER thermal
imagery: Case studies at Ruapehu, Poás, Kawah Ijen, and Copahué Volcanoes. Journ.
Volcanol. and Geotherm. Res. 178, 259–270.
Urai, M., 2004. Sulfur dioxide flux estimation from volcanoes using advanced
spaceborne thermal emission and reflection radiometer: a case study of
Miyakejima volcano, Japan. J. Volcanol. Geotherm. Res. 134, 1–13.
Watson, I.M., Oppenheimer, C., 3561–3572, 2001. Photometric observations of Mt.
Etna's different aerosol plumes. Atmosph. Environm. 35, 3561–3572.
Watson, I.M., Realmuto, V.J., Rose, W.I., Prata, A.J., Bluth, G.J., Gu, Y., Bader, C.E., Yu, T.,
2004. Thermal infrared remote sensing of volcanic emissions using the moderate
resolution imaging spectroradiometer. J. Volcanol. Geotherm. Res. 135, 75–89.
Williams-Jones, G., Stix, J., Hickson, C., 2008. The COSPEC Cookbook: making SO2-
Measurements at Active Volcanoes. IAVCEI, Methods in Volcanology 1 233 pp.
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