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Advanced satellite technique for volcanic activity monitoring and early warning
Author(s)
Issued date
February 2008
Issue/vol(year)
1/51 (2008)
Language
English
Pages
287 - 301
Abstract
Nowadays, satellite remote sensing is an important tool for volcanic activity monitoring, thanks to several operational
satellite platforms providing data everywhere with high observational frequencies and generally at low
cost. Among different techniques available, an advanced satellite method, named RST (Robust Satellite Technique),
based on the multitemporal analysis of satellite data, has shown a high capability in volcanic activity
monitoring. This approach has proved capable of identifying and tracking volcanic ash cloud and of correctly
detecting and monitoring volcanic thermal anomalies. This paper analyzes some recent results, obtained applying
this approach to the last eruptive events of Mt. Etna using both polar and geostationary satellites. In particular,
for the first time, this approach is implemented on the present geostationary platform MSG-SEVIRI, with
15 min of temporal resolution. Preliminary results, together with a future potential of this implementation, are
shown and discussed. Moreover, a differential RST index in time domain is also proposed for near real-time application,
as a possible contribution to the development of an efficient early warning satellite system for volcanic
hazard mitigation.
satellite platforms providing data everywhere with high observational frequencies and generally at low
cost. Among different techniques available, an advanced satellite method, named RST (Robust Satellite Technique),
based on the multitemporal analysis of satellite data, has shown a high capability in volcanic activity
monitoring. This approach has proved capable of identifying and tracking volcanic ash cloud and of correctly
detecting and monitoring volcanic thermal anomalies. This paper analyzes some recent results, obtained applying
this approach to the last eruptive events of Mt. Etna using both polar and geostationary satellites. In particular,
for the first time, this approach is implemented on the present geostationary platform MSG-SEVIRI, with
15 min of temporal resolution. Preliminary results, together with a future potential of this implementation, are
shown and discussed. Moreover, a differential RST index in time domain is also proposed for near real-time application,
as a possible contribution to the development of an efficient early warning satellite system for volcanic
hazard mitigation.
References
BERTRAND, C., N. CLERBAUX, A. IPE and L. GONZALEZ
(2003): Estimation of the 2002 Mt. Etna eruption cloud
radiative forcing from Meteosat-7 data, Remote Sensing
Environ., 87, 257-272.
BONFIGLIO, A., M. MACCHIATO, N. PERGOLA, C. PIETRAPERTOSA
and V. TRAMUTOLI (2005): AVHRR automated
detection of volcanic clouds, Inter. J. Remote Sensing.,
26 (1), 9-27.
CARN, S., A. STROW, L.L. DE SOUZA-MACHADO, S. EDMONDS
and Y. HANNON (2005): Quantifying tropospheric
volcanic emissions with AIRS. The 2002 eruption
of Mt. Etna (Italy), Geophys. Res. Lett., 32,
L02301, doi: 10.1029/2004GL021034.
CASADEVALL, T.J. (1994). The 1989-1990 eruption of Redoubt
Volcano, Alaska; impacts on aircraft operations.
J. Volcanol.Geotherm. Res., 62, 301-31.
DI BELLO, G., C. FILIZZOLA, T. LACAVA, F. MARCHESE, N.
PERGOLA and C. PIETRAPERTOSA (2004): Robust satellite
techniques for volcanic and seismic hazards monitoring,
Ann.Geophysics, 47(1), 49-64.
ELLROD, G.P. and B.H. CONNEL (1999): Improvements in
volcanic ash detection using GOES multispectral image
data, in 8th Conference on Aviation, Range, and
Aerospace Meteorology (American Meteorological Society
Preprint volume), 326-329.
ELLROD, G. P., B.H. CONNEL and D.W. HILLGER, (2003):
Improved detection of airborne volcanic ash using multi-
spectral infrared satellite data, J. Geophys. Res., 108
(D12), 4356, doi: 10.1029/2002JD002802.
FLYNN, L.P., R. WRIGHT, H. GARBEIL, A.J.L. HARRIS and E.
PILGER (2002): A global thermal alert using MODIS:
initial results from 2000-2001, Adv. Environ. Monitoring
Modeling, 1, 5-36.
FILIZZOLA, C., T. LACAVA, F. MARCHESE, N. PERGOLA, I.
SCAFFIDI and V. TRAMUTOLI (2007): Assessing RAT (Robust
AVHRR Technique) performances for volcanic ash
cloud detection and monitoring in near real-time: The
2002 eruption of Mt. Etna (Italy), Remote Sensing Environ.,
107, 3, 440-454. doi: 10.1016/j.rse.2006.09.020.
HARRIS, A.J., S.E.J. SWABEY and J. HIGGINS (1995): Automated
threshold of active lava using AVHRR data. Inter.
J.Remote Sensing, 16 (18), 3681-3686.
HARRIS, A.J., R. WRIGHT and L.P. FLYNN (1999): Remote
monitoring of Mount Erebus volcano, Antarctica, using
polar orbiters: progress and prospect, Inter. J. Remote
sensing, 20, 15 and 16, 3051-3071.
HARRIS, A.J.L. and C.R. THORNBER (1999): Complex effusive
events at Kilauea as documented by the GOES
satellite and remote video cameras, Bull. Volcanol., 61,
382-395
HARRIS, A.J., E. PILGER, L.P. FLYNN, H. GARBEIL, P.J.
MOUGINIS-MARK, J. KAUAHIKAUA and C. THORBER
(2001). Automated high temporal resolution thermal
analysis of Kilauea volcano, Hawai’i, Using GOES
satellite data, Inter. J. Remote Sensing, 22 (6), 945-967.
HARRIS, A.J., E. PILGER and L.P. FLYNN (2002): Web-Based
Hot Spot Monitoring using GOES: What it is and How it
Works, Adv. Environ. Monitoring Modelling, 1 (3), 5-36.
INGV (2002-2006), Available at web site: http://www.ct.ingv.
it/.
KANEKO, T., A. YASUDA, T. ISHIMARU, M. TAKAGI, M.J.
WOOSTER and T. KAGIYAMA (2002): Satellite hot spot
monitoring of Japanese volcanoes: a prototype
AVHRR based, Adv. Environ. Monitoring Modelling, 1
(1), 125-133.
KROTKOV, N.A., O. TORRES, C. SEFTOR, A.J. KRUEGER, A.
KOSTINSKI and W.I. ROSE (1999): Comparison of
TOMS and AVHRR volcanic ash retrievals 726 from
the August 1992 eruption of Mt. Spurr, Geophys. Res.
Lett., 26(4), 455-458.
LOVALLO, M., F. MARCHESE, N. PERGOLA and L. TELESCA
(2007a). Fisher Information Measure of temporal fluctuations
in satellite advanced very high resolution radiometer
thermal signals recorded in the volcanic area of Etna
(Italy), Communications in Nonlinear Science and Numerical
Simulation, doi: 10.1016/j.cnsns.2007.07.006.
LOVALLO, M., F. MARCHESE, N. PERGOLA and L. TELESCA
(2007b): Fisher information analysis of volcano-related
Advanced Very High Resolution Radiometer (AVHRR)
thermal products time series, Physica A, 384, 529-534.
doi: 10.1016/j.physa.2007.05.066.
MARCHESE, F., N. PERGOLA and L. TELESCA (2006): Investigating
the temporal fluctuations in satellite Advanced
Very High Resolution Radiometer thermal signals
measured in the volcanic area of Etna (Italy), Fluctuat.
Noise Lett., 6 (3), 305-316.
MARCHESE, F., G. D’ANGELO, M. CIAMPA, C. FILIZZOLA, N.
PERGOLA and V. TRAMUTOLI (2008): Assessing the potential
of a robust satellite technique for volcanic activity
monitoring: possible impacts on volcanic hazard mitigation,
J.Volcanol. Geotherm. Res. (under review accepted).
MOSHER, F.R. (1999): Four channel volcanic ash detection
algorithm, Aviation Weather Center Staff Publication
(available on line at: http://aviationweather.noaa.gov/
publications/mosher/paper3.html).
PATRICK, M.R, J.L. SMELLIE, A.J.L. HARRIS, R. WRIGHT, K.
DEAN, P. IZBEKOV, H. GARBEIL and E. PILGER (2005):
First recorded eruption of Belinda volcano (Montagu
Island), South Sandwich Islands, Bull. Volcanol., 67,
415-422.
PAPPALARDO, G., A. AMODEO, L. MONA, M. PANDOLFI, N.
PERGOLA and V. CUOMO (2004). Raman lidar observations
of aerosol emitted during the 2002 Etna eruption.
Geophys. Res. Lett., 31 (LXXXXX), doi: 10.1029/
2003GL019073.
PAVOLONIS, M.J., F.F. WAYNE, A.K. HEIDINGER and G.M.
GALLINA (2006): A daytime complement to the reverse
absorption technique for improved automated detection
of volcanic ash, J. Atmos. Oceanic Technol., 23,
1422-1444.
PERGOLA, N., C. PIETRAPERTOSA, T. LACAVA and V. TRAMUTOLI,
V. (2001). Robust 741 satellite techniques for volcanic
eruptions monitoring, Ann. Geophysics, 44 (2),
167-177.
PERGOLA, N., V. TRAMUTOLI, F. MARCHESE, I. SCAFFIDI and
T. LACAVA (2004a): Improving volcanic ash cloud detection
by a robust satellite technique, Remote Sensing
Environ., 90, 1-22.
PERGOLA, N., V. TRAMUTOLI and F. MARCHESE (2004b): Automated
detection of thermal features of active volcanoes
by means of Infrared AVHRR records, Remote
Sensing Environ., 93 (3), 311-327.
PRATA, A.J. (1989): Observations of volcanic ash clouds in
the 1012 μm 756 window using AVHRR/2 data, Inter.
J. Remote Sensing, 10, 751-761.
ROSE, W.I. and D.J. SCHNEIDER, (1996). Satellite images offer
aircraft protection from volcanic ash clouds, Eos,
Trans. Am. Geophys. Un., 77, 529-530.
ROSE, W.I., G.J.S. BLUTH and G.G.J. ERNST (2000). Integrating
retrievals of volcanic cloud characteristics from
satellite remote sensors: a summary, Philos. Trans. R.
Soc. London. 358, 1585-160.
TRAMUTOLI, V. (1998): Robust AVHRR Techniques (RAT)
for environmental monitoring: theory and applications,
in Earth Surface Remote Sensing, edited by G. CECCHI
and E. ZILIOLI, Proceedings of SPIE 3496,101-113.
TRAMUTOLI, V. (2005): Robust Satellite Techniques (RST)
for natural and environmental hazards monitoring and
mitigation: ten years of successful applications, in The
9th International Symposium on Physical Measurements
and Signatures in Remote Sensing, edited by
SHUNLIN LIANG, JIYUAN LIU, XIAOWEN LI, RONGGAO
LIU and M. SCHAEPMAN, Beijing (China), ISPRS,
XXXVI (7/W20), 792-795.
WEN, S. and W.I. ROSE (1994): Retrieval of sizes and total
masses of particles in 821 volcanic clouds using
AVHRR bands 4 and 5, J. Geophys. Res., 99, 5421-
5431.
WRIGHT, R., L. FLYNN, H. GARBEIL, A. HARRIS and E. PILGER
(2002a): Automated volcanic eruption detection
using MODIS, Remote Sensing Environ., 82, 135-155.
WRIGHT, R., S. DE LA CRUZ-REYNA, A.J.L. HARRIS, L.P.
FLYNN and J.J. GOMEZ-PALACIOS (2002b): Infrared
satellite monitoring at Popocatepetl: explosions, exhalations,
and cycles of dome growth, J. Geophys. Res.
(Solid Earth), 107, 10.1029/2000JB000125
WRIGHT, R., L.P. FLYNN, H. GARBEIL, A.J.L. HARRIS and E.
PILGER (2004): MODVOLC: near-real-time thermal
monitoring of global volcanism, J. Volcanol. Geotherm.
Res., 135, 29-49.
WRIGHT, R., S.A. CARN and L.P. FLYNN (2005): A satellite
chronology of the May-June 2003 eruption of Anatahan
volcano, J. Volcanol. Geotherm. Res., 146, 102-
116.
(2003): Estimation of the 2002 Mt. Etna eruption cloud
radiative forcing from Meteosat-7 data, Remote Sensing
Environ., 87, 257-272.
BONFIGLIO, A., M. MACCHIATO, N. PERGOLA, C. PIETRAPERTOSA
and V. TRAMUTOLI (2005): AVHRR automated
detection of volcanic clouds, Inter. J. Remote Sensing.,
26 (1), 9-27.
CARN, S., A. STROW, L.L. DE SOUZA-MACHADO, S. EDMONDS
and Y. HANNON (2005): Quantifying tropospheric
volcanic emissions with AIRS. The 2002 eruption
of Mt. Etna (Italy), Geophys. Res. Lett., 32,
L02301, doi: 10.1029/2004GL021034.
CASADEVALL, T.J. (1994). The 1989-1990 eruption of Redoubt
Volcano, Alaska; impacts on aircraft operations.
J. Volcanol.Geotherm. Res., 62, 301-31.
DI BELLO, G., C. FILIZZOLA, T. LACAVA, F. MARCHESE, N.
PERGOLA and C. PIETRAPERTOSA (2004): Robust satellite
techniques for volcanic and seismic hazards monitoring,
Ann.Geophysics, 47(1), 49-64.
ELLROD, G.P. and B.H. CONNEL (1999): Improvements in
volcanic ash detection using GOES multispectral image
data, in 8th Conference on Aviation, Range, and
Aerospace Meteorology (American Meteorological Society
Preprint volume), 326-329.
ELLROD, G. P., B.H. CONNEL and D.W. HILLGER, (2003):
Improved detection of airborne volcanic ash using multi-
spectral infrared satellite data, J. Geophys. Res., 108
(D12), 4356, doi: 10.1029/2002JD002802.
FLYNN, L.P., R. WRIGHT, H. GARBEIL, A.J.L. HARRIS and E.
PILGER (2002): A global thermal alert using MODIS:
initial results from 2000-2001, Adv. Environ. Monitoring
Modeling, 1, 5-36.
FILIZZOLA, C., T. LACAVA, F. MARCHESE, N. PERGOLA, I.
SCAFFIDI and V. TRAMUTOLI (2007): Assessing RAT (Robust
AVHRR Technique) performances for volcanic ash
cloud detection and monitoring in near real-time: The
2002 eruption of Mt. Etna (Italy), Remote Sensing Environ.,
107, 3, 440-454. doi: 10.1016/j.rse.2006.09.020.
HARRIS, A.J., S.E.J. SWABEY and J. HIGGINS (1995): Automated
threshold of active lava using AVHRR data. Inter.
J.Remote Sensing, 16 (18), 3681-3686.
HARRIS, A.J., R. WRIGHT and L.P. FLYNN (1999): Remote
monitoring of Mount Erebus volcano, Antarctica, using
polar orbiters: progress and prospect, Inter. J. Remote
sensing, 20, 15 and 16, 3051-3071.
HARRIS, A.J.L. and C.R. THORNBER (1999): Complex effusive
events at Kilauea as documented by the GOES
satellite and remote video cameras, Bull. Volcanol., 61,
382-395
HARRIS, A.J., E. PILGER, L.P. FLYNN, H. GARBEIL, P.J.
MOUGINIS-MARK, J. KAUAHIKAUA and C. THORBER
(2001). Automated high temporal resolution thermal
analysis of Kilauea volcano, Hawai’i, Using GOES
satellite data, Inter. J. Remote Sensing, 22 (6), 945-967.
HARRIS, A.J., E. PILGER and L.P. FLYNN (2002): Web-Based
Hot Spot Monitoring using GOES: What it is and How it
Works, Adv. Environ. Monitoring Modelling, 1 (3), 5-36.
INGV (2002-2006), Available at web site: http://www.ct.ingv.
it/.
KANEKO, T., A. YASUDA, T. ISHIMARU, M. TAKAGI, M.J.
WOOSTER and T. KAGIYAMA (2002): Satellite hot spot
monitoring of Japanese volcanoes: a prototype
AVHRR based, Adv. Environ. Monitoring Modelling, 1
(1), 125-133.
KROTKOV, N.A., O. TORRES, C. SEFTOR, A.J. KRUEGER, A.
KOSTINSKI and W.I. ROSE (1999): Comparison of
TOMS and AVHRR volcanic ash retrievals 726 from
the August 1992 eruption of Mt. Spurr, Geophys. Res.
Lett., 26(4), 455-458.
LOVALLO, M., F. MARCHESE, N. PERGOLA and L. TELESCA
(2007a). Fisher Information Measure of temporal fluctuations
in satellite advanced very high resolution radiometer
thermal signals recorded in the volcanic area of Etna
(Italy), Communications in Nonlinear Science and Numerical
Simulation, doi: 10.1016/j.cnsns.2007.07.006.
LOVALLO, M., F. MARCHESE, N. PERGOLA and L. TELESCA
(2007b): Fisher information analysis of volcano-related
Advanced Very High Resolution Radiometer (AVHRR)
thermal products time series, Physica A, 384, 529-534.
doi: 10.1016/j.physa.2007.05.066.
MARCHESE, F., N. PERGOLA and L. TELESCA (2006): Investigating
the temporal fluctuations in satellite Advanced
Very High Resolution Radiometer thermal signals
measured in the volcanic area of Etna (Italy), Fluctuat.
Noise Lett., 6 (3), 305-316.
MARCHESE, F., G. D’ANGELO, M. CIAMPA, C. FILIZZOLA, N.
PERGOLA and V. TRAMUTOLI (2008): Assessing the potential
of a robust satellite technique for volcanic activity
monitoring: possible impacts on volcanic hazard mitigation,
J.Volcanol. Geotherm. Res. (under review accepted).
MOSHER, F.R. (1999): Four channel volcanic ash detection
algorithm, Aviation Weather Center Staff Publication
(available on line at: http://aviationweather.noaa.gov/
publications/mosher/paper3.html).
PATRICK, M.R, J.L. SMELLIE, A.J.L. HARRIS, R. WRIGHT, K.
DEAN, P. IZBEKOV, H. GARBEIL and E. PILGER (2005):
First recorded eruption of Belinda volcano (Montagu
Island), South Sandwich Islands, Bull. Volcanol., 67,
415-422.
PAPPALARDO, G., A. AMODEO, L. MONA, M. PANDOLFI, N.
PERGOLA and V. CUOMO (2004). Raman lidar observations
of aerosol emitted during the 2002 Etna eruption.
Geophys. Res. Lett., 31 (LXXXXX), doi: 10.1029/
2003GL019073.
PAVOLONIS, M.J., F.F. WAYNE, A.K. HEIDINGER and G.M.
GALLINA (2006): A daytime complement to the reverse
absorption technique for improved automated detection
of volcanic ash, J. Atmos. Oceanic Technol., 23,
1422-1444.
PERGOLA, N., C. PIETRAPERTOSA, T. LACAVA and V. TRAMUTOLI,
V. (2001). Robust 741 satellite techniques for volcanic
eruptions monitoring, Ann. Geophysics, 44 (2),
167-177.
PERGOLA, N., V. TRAMUTOLI, F. MARCHESE, I. SCAFFIDI and
T. LACAVA (2004a): Improving volcanic ash cloud detection
by a robust satellite technique, Remote Sensing
Environ., 90, 1-22.
PERGOLA, N., V. TRAMUTOLI and F. MARCHESE (2004b): Automated
detection of thermal features of active volcanoes
by means of Infrared AVHRR records, Remote
Sensing Environ., 93 (3), 311-327.
PRATA, A.J. (1989): Observations of volcanic ash clouds in
the 1012 μm 756 window using AVHRR/2 data, Inter.
J. Remote Sensing, 10, 751-761.
ROSE, W.I. and D.J. SCHNEIDER, (1996). Satellite images offer
aircraft protection from volcanic ash clouds, Eos,
Trans. Am. Geophys. Un., 77, 529-530.
ROSE, W.I., G.J.S. BLUTH and G.G.J. ERNST (2000). Integrating
retrievals of volcanic cloud characteristics from
satellite remote sensors: a summary, Philos. Trans. R.
Soc. London. 358, 1585-160.
TRAMUTOLI, V. (1998): Robust AVHRR Techniques (RAT)
for environmental monitoring: theory and applications,
in Earth Surface Remote Sensing, edited by G. CECCHI
and E. ZILIOLI, Proceedings of SPIE 3496,101-113.
TRAMUTOLI, V. (2005): Robust Satellite Techniques (RST)
for natural and environmental hazards monitoring and
mitigation: ten years of successful applications, in The
9th International Symposium on Physical Measurements
and Signatures in Remote Sensing, edited by
SHUNLIN LIANG, JIYUAN LIU, XIAOWEN LI, RONGGAO
LIU and M. SCHAEPMAN, Beijing (China), ISPRS,
XXXVI (7/W20), 792-795.
WEN, S. and W.I. ROSE (1994): Retrieval of sizes and total
masses of particles in 821 volcanic clouds using
AVHRR bands 4 and 5, J. Geophys. Res., 99, 5421-
5431.
WRIGHT, R., L. FLYNN, H. GARBEIL, A. HARRIS and E. PILGER
(2002a): Automated volcanic eruption detection
using MODIS, Remote Sensing Environ., 82, 135-155.
WRIGHT, R., S. DE LA CRUZ-REYNA, A.J.L. HARRIS, L.P.
FLYNN and J.J. GOMEZ-PALACIOS (2002b): Infrared
satellite monitoring at Popocatepetl: explosions, exhalations,
and cycles of dome growth, J. Geophys. Res.
(Solid Earth), 107, 10.1029/2000JB000125
WRIGHT, R., L.P. FLYNN, H. GARBEIL, A.J.L. HARRIS and E.
PILGER (2004): MODVOLC: near-real-time thermal
monitoring of global volcanism, J. Volcanol. Geotherm.
Res., 135, 29-49.
WRIGHT, R., S.A. CARN and L.P. FLYNN (2005): A satellite
chronology of the May-June 2003 eruption of Anatahan
volcano, J. Volcanol. Geotherm. Res., 146, 102-
116.
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