The Contribution of Multi-Sensor Infrared Satellite Observations to Monitor Mt. Etna (Italy) Activity during May to August 2016
Author(s)
Language
English
Obiettivo Specifico
5V. Processi eruttivi e post-eruttivi
Status
Published
JCR Journal
JCR Journal
Peer review journal
Yes
Journal
Issue/vol(year)
/10(2018)
Pages (printed)
id 1948
Date Issued
December 4, 2018
Subjects
Abstract
In May 2016, three powerful paroxysmal events, mild Strombolian activity, and lava
emissions took place at the summit crater area of Mt. Etna (Sicily, Italy). During, and immediately after
the eruption, part of the North-East crater (NEC) collapsed, while extensive subsidence affected the
Voragine crater (VOR). Since the end of the May eruptions, a diffuse fumarolic activity occurred from
a fracture system that cuts the entire summit area. Starting from 7 August, a small vent (of ~20–30min
diameter) opened up within the VOR crater, emitting high-temperature gases and producing volcanic
glow which was visible at night. We investigated those volcanic phenomena from space, exploiting
the information provided by the satellite-based system developed at the Institute of Methodologies for
Environmental Analysis (IMAA), which monitors Italian volcanoes in near-real time by means of the
RSTVOLC (Robust Satellite Techniques–volcanoes) algorithm. Results, achieved integrating Advanced
Very High Resolution Radiometer (AVHRR) and Moderate Resolution Imaging Spectroradiometer
(MODIS) observations, showed that, despite some issues (e.g., in some cases, clouds masking the
underlying hot surfaces), RSTVOLC provided additional information regarding Mt. Etna activity.
In particular, results indicated that the Strombolian eruption of 21 May lasted longer than reported
by field observations or that a short-lived event occurred in the late afternoon of the same day.
Moreover, the outcomes of this study showed that the intensity of fumarolic emissions changed
before 7 August, as a possible preparatory phase of the hot degassing activity occurring at VOR.
In particular, the radiant flux retrieved from MODIS data decreased from 30 MW on 4 July to an
average value of about 7.5 MW in the following weeks, increasing up to 18 MW a few days before
the opening of a new degassing vent. These outcomes, in accordance with information provided
by Sentinel-2 MSI (Multispectral Instrument) and Landsat 8-OLI (Operational Land Imager) data,
confirm that satellite observations may also contribute greatly to the monitoring of active volcanoes
in areas where efficient traditional surveillance systems exist.
emissions took place at the summit crater area of Mt. Etna (Sicily, Italy). During, and immediately after
the eruption, part of the North-East crater (NEC) collapsed, while extensive subsidence affected the
Voragine crater (VOR). Since the end of the May eruptions, a diffuse fumarolic activity occurred from
a fracture system that cuts the entire summit area. Starting from 7 August, a small vent (of ~20–30min
diameter) opened up within the VOR crater, emitting high-temperature gases and producing volcanic
glow which was visible at night. We investigated those volcanic phenomena from space, exploiting
the information provided by the satellite-based system developed at the Institute of Methodologies for
Environmental Analysis (IMAA), which monitors Italian volcanoes in near-real time by means of the
RSTVOLC (Robust Satellite Techniques–volcanoes) algorithm. Results, achieved integrating Advanced
Very High Resolution Radiometer (AVHRR) and Moderate Resolution Imaging Spectroradiometer
(MODIS) observations, showed that, despite some issues (e.g., in some cases, clouds masking the
underlying hot surfaces), RSTVOLC provided additional information regarding Mt. Etna activity.
In particular, results indicated that the Strombolian eruption of 21 May lasted longer than reported
by field observations or that a short-lived event occurred in the late afternoon of the same day.
Moreover, the outcomes of this study showed that the intensity of fumarolic emissions changed
before 7 August, as a possible preparatory phase of the hot degassing activity occurring at VOR.
In particular, the radiant flux retrieved from MODIS data decreased from 30 MW on 4 July to an
average value of about 7.5 MW in the following weeks, increasing up to 18 MW a few days before
the opening of a new degassing vent. These outcomes, in accordance with information provided
by Sentinel-2 MSI (Multispectral Instrument) and Landsat 8-OLI (Operational Land Imager) data,
confirm that satellite observations may also contribute greatly to the monitoring of active volcanoes
in areas where efficient traditional surveillance systems exist.
References
1. Dehn, J.; Dean, K.; Engle, K. Thermal monitoring of North Pacific volcanoes from space. Geology 2000,
28, 755–758.
2. Dean, K.; Servilla, M.; Roach, A.; Foster, B.; Engle, K. Satellite monitoring of remote volcanoes improves
study efforts in Alaska. Eos Trans. Am. Geophys. Union 1998, 79, 413–423. [CrossRef]
3. Coppola, D.; Cigolini, C. Thermal regimes and effusive trends at Nyamuragira volcano (DRC) from MODIS
infrared data. Bull. Volcanol. 2013, 75, 744. [CrossRef]
4. Rothery, D.A.; Francis, P.W.; Wood, C.A. Volcano monitoring using short wavelength infrared data from
satellites. J. Geophys. Res. Solid Earth 1998, 93, 7993–8008. [CrossRef]
5. Oppenheimer, C. Lava flow cooling estimated from Landsat Thematic Mapper infrared data: The Lonquimay
eruption (Chile, 1989). J. Geophys. Res. Solid Earth 1991, 96, 21865–21878. [CrossRef]
6. Pieri, D.; Abrams, M. ASTER observations of thermal anomalies preceding the April 2003 eruption of
Chikurachki volcano, Kurile Islands, Russia. Remote Sens. Environ. 2005, 99, 84–94. [CrossRef]
7. Davies, A.G.; Chien, S.; Baker, V.; Doggett, T.; Dohm, J.; Greeley, R.; Ip, F.; Castan, R.; Cichy, B.; Rabideau, G.; et al.
Monitoring active volcanismwith the autonomous sciencecraft experiment on EO-1. Remote Sens. Environ. 2006,
101, 427–446. [CrossRef]
8. Abrams, M.; Pieri, D.; Realmuto, V.; Wright, R. Using EO-1 Hyperion data as HyspIRI preparatory data sets
for volcanology applied to Mt Etna, Italy. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 2013, 6, 375–385.
[CrossRef]
9. Higgins, J.; Harris, A. VAST: A program to locate and analyze volcanic thermal anomalies automatically
from remotely sensed data. Comput. Geosci. 1997, 23, 627–645. [CrossRef]
10. Dehn, J.; Dean, K.G.; Engle, K.; Izbekov, P. Thermal precursors in satellite images of the 1999 eruption of
Shishaldin Volcano. Bull. Volcanol. 2002, 64, 525–534. [CrossRef]
11. Wright, R.; Flynn, L.P. On the retrieval of lava-flow surface temperatures from infrared satellite data. Geology
2003, 31, 893–896. [CrossRef]
Remote Sens. 2018, 10, 1948 13 of 14
12. Marchese, F.; Lacava, T.; Pergola, N.; Hattori, K.; Miraglia, E.; Tramutoli, V. Inferring phases of thermal
unrest at Mt. Asama (Japan) from infrared satellite observations. J. Volcanol. Geotherm. Res. 2012, 237, 10–18.
[CrossRef]
13. Lombardo, V. AVHotRR: Near-real time routine for volcano monitoring using IR satellite data. Geol. Soc.
Lond. Spec. Publ. 2015, 426, 73–92. [CrossRef]
14. Miller, P.I.; Harris, A.J. Near-real-time service provision during effusive crises at Etna and Stromboli: Basis
and implementation of satellite-based IR operations. Geol. Soc. Lond. Spec. Publ. 2016, 426, SP426-26.
[CrossRef]
15. Harris, A.J.L.; Pilger, E.; Flynn, L.P.; Garbeil, H.; Mouginis-Mark, P.J.; Kauahikaua, J.; Thornber, C. Automated,
high temporal resolution, thermal analysis of Kilauea volcano, Hawai’i, using GOES satellite data. Int. J.
Remote Sens. 2001, 22, 945–967. [CrossRef]
16. Marchese, F.; Ciampa, M.; Filizzola, C.; Mazzeo, G.; Lacava, T.; Pergola, N.; Tramutoli, V. On the exportability
of Robust Satellite Techniques (RST) for active volcanoes monitoring. Remote Sens. 2010, 2, 1575–1588.
[CrossRef]
17. Ganci, G.; Harris, A.J.L.; Del Negro, C.; Guehenneux, Y.; Cappello, A.; Labazuy, P.; Calvari, S.; Gouhier, M. A
year of lava fountaining at Etna: Volumes from SEVIRI. Geophys. Res. Lett. 2012, 39, L06305. [CrossRef]
18. Marchese, F.; Falconieri, A.; Pergola, N.; Tramutoli, V. A retrospective analysis of the Shinmoedake (Japan)
eruption of 26–27 January 2011 by means of Japanese geostationary satellite data. J. Volcanol. Geotherm. Res.
2014, 269, 1–13. [CrossRef]
19. Kaneko, T.; Takasaki, K.; Maeno, F.; Wooster, M.J.; Yasuda, A. Himawari-8 infrared observations of the
June–August 2015 Mt Raung eruption, Indonesia. Earth Planets Space 2018, 70, 89. [CrossRef]
20. Harris, A.J.; Butterworth, A.L.; Carlton, R.W.; Downey, I.; Miller, P.; Navarro, P.; Rothery, D.A. Low-cost
volcano surveillance from space: Case studies from Etna, Krafla, Cerro Negro, Fogo, Lascar and Erebus.
Bull. Volcanol. 1997, 59, 49–64. [CrossRef]
21. Coppola, D.; Piscopo, D.; Staudacher, T.; Cigolini, C. Lava discharge rate and effusive pattern at Piton de la
Fournaise from MODIS data. J. Volcanol. Geotherm. Res. 2009, 184, 174–192. [CrossRef]
22. Wright, R.; Blackett, M.; Hill-Butler, C. Some observations regarding the thermal flux from Earth’s erupting
volcanoes for the period of 2000 to 2014. Geophys. Res. Lett. 2015, 42, 282–289. [CrossRef]
23. Wright, R.; Pilger, E. Radiant flux from Earth’s subaerially erupting volcanoes. Int. J. Remote Sens. 2008,
29, 6443–6466. [CrossRef]
24. Bonny, E.; Wright, R. Predicting the end of lava-flow-forming eruptions from space. Bull. Volcanol. 2017,
79, 52. [CrossRef]
25. Vicari, A.; Ganci, G.; Behncke, B.; Cappello, A.; Neri, M.; Del Negro, C. Near-real-time forecasting of lava
flow hazards during the 12–13 January 2011 Etna eruption. Geophys. Res. Lett. 2011, 38, 13. [CrossRef]
26. Neri, M.; Acocella, V.; Behncke, B.; Giammanco, S.; Mazzarini, F.; Rust, D. Structural analysis of the eruptive
fissures at Mount Etna (Italy). Ann. Geophys. 2011, 54, 464–479. [CrossRef]
27. Cappello, A.; Bilotta, G.; Neri, M.; Del Negro, C. Probabilistic modeling of future volcanic eruptions at
Mount Etna. J. Geophys. Res. Solid Earth 2013, 118, 1925–1935. [CrossRef]
28. Marchese, F.; Filizzola, C.; Genzano, N.; Mazzeo, G.; Pergola, N.; Tramutoli, V. Assessment and improvement
of a Robust Satellite Technique (RST) for thermal monitoring of volcanoes. Remote Sens. Environ. 2011,
115–116, 1556–1563. [CrossRef]
29. Pergola, N.; Coviello, I.; Filizzola, C.; Lacava, T.; Marchese, F.; Paciello, R.; Tramutoli, V. A review of
RSTVOLC, an original algorithm for automatic detection and near-real-time monitoring of volcanic hotspots
from space. Geol. Soc. Lond. Spec. Publ. 2015, 426, 55–72. [CrossRef]
30. Corsaro, R.A.; Andronico, D.; Behncke, B.; Branca, S.; Caltabiano, T.; Ciancitto, F.; Cristaldi, A.; De Beni, E.;
La Spina, A.; Lodato, L.; et al. Monitoring the December 2015 summit eruptions of Mt. Etna (Italy):
Implications on eruptive dynamics. J. Volcanol. Geotherm. Res. 2017, 341, 53–69. [CrossRef]
31. Neri, M.; De Maio, M.; Crepaldi, S.; Suozzi, E.; Lavy, M.; Marchionatti, F.; Calvari, S.; Buongiorno, F.
Topographic Maps of Mount Etna’s Summit Craters, updated to December 2015. J. Maps 2017, 13, 674–683.
[CrossRef]
32. Cannata, A.; Di Grazia, G.; Giuffrida, M.; Gresta, S.; Palano, M.; Sciotto, M.; Viccaro, M.; Zuccarello, F.
Space-time evolution of magma storage and transfer at Mt. Etna volcano (Italy): The 2015–2016 reawakening
of Voragine crater. Geochem. Geophys. Geosyst. 2018, 19, 471–495. [CrossRef]
Remote Sens. 2018, 10, 1948 14 of 14
33. Neri, M.; Acocella, V. The 2004-05 Etna eruption: Implications for flank deformation and structural behaviour
of the volcano. J. Volcanol. Geotherm. Res. 2006, 158, 195–206. [CrossRef]
34. Neri,M.; Casu, F.; Acocella, V.; Solaro, G.; Pepe, S.; Berardino, P.; Sansosti, E.; Caltabiano, T.; Lundgren, P.; Lanari, R.
Deformation and eruptions atMt. Etna (Italy): A lesson from15 years of observations. Geophys. Res. Lett. 2009,
36, L02309. [CrossRef]
35. Siniscalchi, A.; Tripaldi, S.; Neri, M.; Balasco, M.; Romano, G.; Ruch, J.; Schiavone, D. Flank instability
structure of Mt Etna inferred by a magnetotelluric survey. J. Geophys. Res. 2012, 117, B03216. [CrossRef]
36. Acocella, V.; Neri, N.; Behncke, B.; Bonforte, A.; Del Negro, C.; Ganci, G. Why does a mature volcano need
new vents? The case of the New Southeast Crater at Etna. Front. Earth Sci. 2016, 4, 67. [CrossRef]
37. Giammanco, S.; Melián, G.; Neri, M.; Hernández, P.A.; Sortino, F.; Barrancos, J.; López, M.; Pecoraino, G.;
Perez, N.M. Active tectonic features and structural dynamics of the summit area of Mt. Etna (Italy) revealed
by soil CO2 and soil temperature surveying. J. Volcanol. Geotherm. Res. 2016, 311, 79–98. [CrossRef]
38. Cuomo, V.; Filizzola, C.; Pergola, N.; Pietrapertosa, C.; Tramutoli, V. A self-sufficient approach for GERB
cloudy radiance detection. Atmos. Res. 2004, 72, 39–56. [CrossRef]
39. Pergola, N.; Marchese, F.; Tramutoli, V. Automated detection of thermal features of active volcanoes by
means of infrared AVHRR records. Remote Sens. Environ. 2004, 93, 311–327. [CrossRef]
40. Zakšek, K.; Hort, M.; Lorenz, E. Satellite and ground based thermal observation of the 2014 effusive eruption
at Stromboli volcano. Remote Sens. 2015, 7, 17190–17211. [CrossRef]
41. Marchese, F.; Filizzola, C.; Mazzeo, G.; Paciello, R.; Pergola, N.; Tramutoli, V. Robust Satellite Techniques
for thermal volcanic activity monitoring, early warning and possible prediction of new eruptive events.
In Proceedings of the 2009 IEEE International Geoscience and Remote Sensing Symposium, Cape Town,
South Africa, 12–17 July 2009; Volume 2, p. II-953.
42. Lacava, T.; Marchese, F.; Arcomano, G.; Coviello, I.; Falconieri, A.; Faruolo, M.; Pergola, N.; Tramutoli, V.
Thermal monitoring of Eyjafjöll volcano eruptions by means of infrared MODIS data. IEEE J. Sel. Top. Appl.
Earth Obs. Remote Sens. 2014, 7, 3393–3401. [CrossRef]
43. Lacava, T.; Kervyn, M.; Liuzzi, M.; Marchese, F.; Pergola, N.; Tramutoli, V. Assessing performance of the
RSTVOLC multi-temporal algorithm in detecting subtle hot spots at Oldoinyo Lengai (Tanzania, Africa) for
comparison with MODLEN. Remote Sens. 2018, 10, 1177. [CrossRef]
44. Harris, A.J.; Blake, S.; Rothery, D.A.; Stevens, N.F. A chronology of the 1991 to 1993 Mount Etna eruption
using advanced very high resolution radiometer data: Implications for real-time thermal volcano monitoring.
J. Geophys. Res. Solid Earth 1997, 102, 7985–8003. [CrossRef]
45. Kaufman, Y.J.; Justice, C.O.; Flynn, L.P.; Kendall, J.D.; Prins, E.M.; Giglio, L.; Ward, D.E.; Menzel, W.P.;
Setzer, A.W. Potential global fire monitoring from EOS-MODIS. J. Geophys. Res. 1998, 103, 32215–32238.
[CrossRef]
46. Giglio, L. MODIS Collection 5 Active Fire Product User’s Guide 2003, Version 2.5; Department of Geographical,
University of Maryland: College Park, MD, USA, 2003; 61p.
47. European Space Agency, Sentinel Online. Available online: https://sentinel.esa.int/web/sentinel/userguides/
sentinel-2-msi/resolutions/spatial (accessed on 1 December 2018).
48. Blackett, M.; Wooster, M.J. Evaluation of SWIR-based methods for quantifying active volcano radiant
emissions using NASA EOS-ASTER data. Geomatics Nat. Hazards Risk 2001, 2, 51–78. [CrossRef]
49. Chavez, P.S., Jr. An improved dark-object subtraction technique for atmospheric scattering correction of
multispectral data. Remote Sens. Environ. 1988, 24, 459–479. [CrossRef]
50. Singh, A.; Raju, A.; Pati, P.; Kumar, N. Mapping of coal fire in Jharia coalfield, India: A remote sensing based
approach. J. Indian Soc. Remote Sens. 2017, 45, 369–376. [CrossRef]
51. Marchese, F.; Mazzeo, G.; Filizzola, C.; Coviello, I.; Falconieri, A.; Lacava, T.; Paciello, R.; Pergola, N.;
Tramutoli, V. Issues and Possible Improvements inWinter Fires Detection by Satellite Radiances Analysis:
Lesson Learned in Two Regions of Northern Italy. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 2017,
10, 3297–3313. [CrossRef]
28, 755–758.
2. Dean, K.; Servilla, M.; Roach, A.; Foster, B.; Engle, K. Satellite monitoring of remote volcanoes improves
study efforts in Alaska. Eos Trans. Am. Geophys. Union 1998, 79, 413–423. [CrossRef]
3. Coppola, D.; Cigolini, C. Thermal regimes and effusive trends at Nyamuragira volcano (DRC) from MODIS
infrared data. Bull. Volcanol. 2013, 75, 744. [CrossRef]
4. Rothery, D.A.; Francis, P.W.; Wood, C.A. Volcano monitoring using short wavelength infrared data from
satellites. J. Geophys. Res. Solid Earth 1998, 93, 7993–8008. [CrossRef]
5. Oppenheimer, C. Lava flow cooling estimated from Landsat Thematic Mapper infrared data: The Lonquimay
eruption (Chile, 1989). J. Geophys. Res. Solid Earth 1991, 96, 21865–21878. [CrossRef]
6. Pieri, D.; Abrams, M. ASTER observations of thermal anomalies preceding the April 2003 eruption of
Chikurachki volcano, Kurile Islands, Russia. Remote Sens. Environ. 2005, 99, 84–94. [CrossRef]
7. Davies, A.G.; Chien, S.; Baker, V.; Doggett, T.; Dohm, J.; Greeley, R.; Ip, F.; Castan, R.; Cichy, B.; Rabideau, G.; et al.
Monitoring active volcanismwith the autonomous sciencecraft experiment on EO-1. Remote Sens. Environ. 2006,
101, 427–446. [CrossRef]
8. Abrams, M.; Pieri, D.; Realmuto, V.; Wright, R. Using EO-1 Hyperion data as HyspIRI preparatory data sets
for volcanology applied to Mt Etna, Italy. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 2013, 6, 375–385.
[CrossRef]
9. Higgins, J.; Harris, A. VAST: A program to locate and analyze volcanic thermal anomalies automatically
from remotely sensed data. Comput. Geosci. 1997, 23, 627–645. [CrossRef]
10. Dehn, J.; Dean, K.G.; Engle, K.; Izbekov, P. Thermal precursors in satellite images of the 1999 eruption of
Shishaldin Volcano. Bull. Volcanol. 2002, 64, 525–534. [CrossRef]
11. Wright, R.; Flynn, L.P. On the retrieval of lava-flow surface temperatures from infrared satellite data. Geology
2003, 31, 893–896. [CrossRef]
Remote Sens. 2018, 10, 1948 13 of 14
12. Marchese, F.; Lacava, T.; Pergola, N.; Hattori, K.; Miraglia, E.; Tramutoli, V. Inferring phases of thermal
unrest at Mt. Asama (Japan) from infrared satellite observations. J. Volcanol. Geotherm. Res. 2012, 237, 10–18.
[CrossRef]
13. Lombardo, V. AVHotRR: Near-real time routine for volcano monitoring using IR satellite data. Geol. Soc.
Lond. Spec. Publ. 2015, 426, 73–92. [CrossRef]
14. Miller, P.I.; Harris, A.J. Near-real-time service provision during effusive crises at Etna and Stromboli: Basis
and implementation of satellite-based IR operations. Geol. Soc. Lond. Spec. Publ. 2016, 426, SP426-26.
[CrossRef]
15. Harris, A.J.L.; Pilger, E.; Flynn, L.P.; Garbeil, H.; Mouginis-Mark, P.J.; Kauahikaua, J.; Thornber, C. Automated,
high temporal resolution, thermal analysis of Kilauea volcano, Hawai’i, using GOES satellite data. Int. J.
Remote Sens. 2001, 22, 945–967. [CrossRef]
16. Marchese, F.; Ciampa, M.; Filizzola, C.; Mazzeo, G.; Lacava, T.; Pergola, N.; Tramutoli, V. On the exportability
of Robust Satellite Techniques (RST) for active volcanoes monitoring. Remote Sens. 2010, 2, 1575–1588.
[CrossRef]
17. Ganci, G.; Harris, A.J.L.; Del Negro, C.; Guehenneux, Y.; Cappello, A.; Labazuy, P.; Calvari, S.; Gouhier, M. A
year of lava fountaining at Etna: Volumes from SEVIRI. Geophys. Res. Lett. 2012, 39, L06305. [CrossRef]
18. Marchese, F.; Falconieri, A.; Pergola, N.; Tramutoli, V. A retrospective analysis of the Shinmoedake (Japan)
eruption of 26–27 January 2011 by means of Japanese geostationary satellite data. J. Volcanol. Geotherm. Res.
2014, 269, 1–13. [CrossRef]
19. Kaneko, T.; Takasaki, K.; Maeno, F.; Wooster, M.J.; Yasuda, A. Himawari-8 infrared observations of the
June–August 2015 Mt Raung eruption, Indonesia. Earth Planets Space 2018, 70, 89. [CrossRef]
20. Harris, A.J.; Butterworth, A.L.; Carlton, R.W.; Downey, I.; Miller, P.; Navarro, P.; Rothery, D.A. Low-cost
volcano surveillance from space: Case studies from Etna, Krafla, Cerro Negro, Fogo, Lascar and Erebus.
Bull. Volcanol. 1997, 59, 49–64. [CrossRef]
21. Coppola, D.; Piscopo, D.; Staudacher, T.; Cigolini, C. Lava discharge rate and effusive pattern at Piton de la
Fournaise from MODIS data. J. Volcanol. Geotherm. Res. 2009, 184, 174–192. [CrossRef]
22. Wright, R.; Blackett, M.; Hill-Butler, C. Some observations regarding the thermal flux from Earth’s erupting
volcanoes for the period of 2000 to 2014. Geophys. Res. Lett. 2015, 42, 282–289. [CrossRef]
23. Wright, R.; Pilger, E. Radiant flux from Earth’s subaerially erupting volcanoes. Int. J. Remote Sens. 2008,
29, 6443–6466. [CrossRef]
24. Bonny, E.; Wright, R. Predicting the end of lava-flow-forming eruptions from space. Bull. Volcanol. 2017,
79, 52. [CrossRef]
25. Vicari, A.; Ganci, G.; Behncke, B.; Cappello, A.; Neri, M.; Del Negro, C. Near-real-time forecasting of lava
flow hazards during the 12–13 January 2011 Etna eruption. Geophys. Res. Lett. 2011, 38, 13. [CrossRef]
26. Neri, M.; Acocella, V.; Behncke, B.; Giammanco, S.; Mazzarini, F.; Rust, D. Structural analysis of the eruptive
fissures at Mount Etna (Italy). Ann. Geophys. 2011, 54, 464–479. [CrossRef]
27. Cappello, A.; Bilotta, G.; Neri, M.; Del Negro, C. Probabilistic modeling of future volcanic eruptions at
Mount Etna. J. Geophys. Res. Solid Earth 2013, 118, 1925–1935. [CrossRef]
28. Marchese, F.; Filizzola, C.; Genzano, N.; Mazzeo, G.; Pergola, N.; Tramutoli, V. Assessment and improvement
of a Robust Satellite Technique (RST) for thermal monitoring of volcanoes. Remote Sens. Environ. 2011,
115–116, 1556–1563. [CrossRef]
29. Pergola, N.; Coviello, I.; Filizzola, C.; Lacava, T.; Marchese, F.; Paciello, R.; Tramutoli, V. A review of
RSTVOLC, an original algorithm for automatic detection and near-real-time monitoring of volcanic hotspots
from space. Geol. Soc. Lond. Spec. Publ. 2015, 426, 55–72. [CrossRef]
30. Corsaro, R.A.; Andronico, D.; Behncke, B.; Branca, S.; Caltabiano, T.; Ciancitto, F.; Cristaldi, A.; De Beni, E.;
La Spina, A.; Lodato, L.; et al. Monitoring the December 2015 summit eruptions of Mt. Etna (Italy):
Implications on eruptive dynamics. J. Volcanol. Geotherm. Res. 2017, 341, 53–69. [CrossRef]
31. Neri, M.; De Maio, M.; Crepaldi, S.; Suozzi, E.; Lavy, M.; Marchionatti, F.; Calvari, S.; Buongiorno, F.
Topographic Maps of Mount Etna’s Summit Craters, updated to December 2015. J. Maps 2017, 13, 674–683.
[CrossRef]
32. Cannata, A.; Di Grazia, G.; Giuffrida, M.; Gresta, S.; Palano, M.; Sciotto, M.; Viccaro, M.; Zuccarello, F.
Space-time evolution of magma storage and transfer at Mt. Etna volcano (Italy): The 2015–2016 reawakening
of Voragine crater. Geochem. Geophys. Geosyst. 2018, 19, 471–495. [CrossRef]
Remote Sens. 2018, 10, 1948 14 of 14
33. Neri, M.; Acocella, V. The 2004-05 Etna eruption: Implications for flank deformation and structural behaviour
of the volcano. J. Volcanol. Geotherm. Res. 2006, 158, 195–206. [CrossRef]
34. Neri,M.; Casu, F.; Acocella, V.; Solaro, G.; Pepe, S.; Berardino, P.; Sansosti, E.; Caltabiano, T.; Lundgren, P.; Lanari, R.
Deformation and eruptions atMt. Etna (Italy): A lesson from15 years of observations. Geophys. Res. Lett. 2009,
36, L02309. [CrossRef]
35. Siniscalchi, A.; Tripaldi, S.; Neri, M.; Balasco, M.; Romano, G.; Ruch, J.; Schiavone, D. Flank instability
structure of Mt Etna inferred by a magnetotelluric survey. J. Geophys. Res. 2012, 117, B03216. [CrossRef]
36. Acocella, V.; Neri, N.; Behncke, B.; Bonforte, A.; Del Negro, C.; Ganci, G. Why does a mature volcano need
new vents? The case of the New Southeast Crater at Etna. Front. Earth Sci. 2016, 4, 67. [CrossRef]
37. Giammanco, S.; Melián, G.; Neri, M.; Hernández, P.A.; Sortino, F.; Barrancos, J.; López, M.; Pecoraino, G.;
Perez, N.M. Active tectonic features and structural dynamics of the summit area of Mt. Etna (Italy) revealed
by soil CO2 and soil temperature surveying. J. Volcanol. Geotherm. Res. 2016, 311, 79–98. [CrossRef]
38. Cuomo, V.; Filizzola, C.; Pergola, N.; Pietrapertosa, C.; Tramutoli, V. A self-sufficient approach for GERB
cloudy radiance detection. Atmos. Res. 2004, 72, 39–56. [CrossRef]
39. Pergola, N.; Marchese, F.; Tramutoli, V. Automated detection of thermal features of active volcanoes by
means of infrared AVHRR records. Remote Sens. Environ. 2004, 93, 311–327. [CrossRef]
40. Zakšek, K.; Hort, M.; Lorenz, E. Satellite and ground based thermal observation of the 2014 effusive eruption
at Stromboli volcano. Remote Sens. 2015, 7, 17190–17211. [CrossRef]
41. Marchese, F.; Filizzola, C.; Mazzeo, G.; Paciello, R.; Pergola, N.; Tramutoli, V. Robust Satellite Techniques
for thermal volcanic activity monitoring, early warning and possible prediction of new eruptive events.
In Proceedings of the 2009 IEEE International Geoscience and Remote Sensing Symposium, Cape Town,
South Africa, 12–17 July 2009; Volume 2, p. II-953.
42. Lacava, T.; Marchese, F.; Arcomano, G.; Coviello, I.; Falconieri, A.; Faruolo, M.; Pergola, N.; Tramutoli, V.
Thermal monitoring of Eyjafjöll volcano eruptions by means of infrared MODIS data. IEEE J. Sel. Top. Appl.
Earth Obs. Remote Sens. 2014, 7, 3393–3401. [CrossRef]
43. Lacava, T.; Kervyn, M.; Liuzzi, M.; Marchese, F.; Pergola, N.; Tramutoli, V. Assessing performance of the
RSTVOLC multi-temporal algorithm in detecting subtle hot spots at Oldoinyo Lengai (Tanzania, Africa) for
comparison with MODLEN. Remote Sens. 2018, 10, 1177. [CrossRef]
44. Harris, A.J.; Blake, S.; Rothery, D.A.; Stevens, N.F. A chronology of the 1991 to 1993 Mount Etna eruption
using advanced very high resolution radiometer data: Implications for real-time thermal volcano monitoring.
J. Geophys. Res. Solid Earth 1997, 102, 7985–8003. [CrossRef]
45. Kaufman, Y.J.; Justice, C.O.; Flynn, L.P.; Kendall, J.D.; Prins, E.M.; Giglio, L.; Ward, D.E.; Menzel, W.P.;
Setzer, A.W. Potential global fire monitoring from EOS-MODIS. J. Geophys. Res. 1998, 103, 32215–32238.
[CrossRef]
46. Giglio, L. MODIS Collection 5 Active Fire Product User’s Guide 2003, Version 2.5; Department of Geographical,
University of Maryland: College Park, MD, USA, 2003; 61p.
47. European Space Agency, Sentinel Online. Available online: https://sentinel.esa.int/web/sentinel/userguides/
sentinel-2-msi/resolutions/spatial (accessed on 1 December 2018).
48. Blackett, M.; Wooster, M.J. Evaluation of SWIR-based methods for quantifying active volcano radiant
emissions using NASA EOS-ASTER data. Geomatics Nat. Hazards Risk 2001, 2, 51–78. [CrossRef]
49. Chavez, P.S., Jr. An improved dark-object subtraction technique for atmospheric scattering correction of
multispectral data. Remote Sens. Environ. 1988, 24, 459–479. [CrossRef]
50. Singh, A.; Raju, A.; Pati, P.; Kumar, N. Mapping of coal fire in Jharia coalfield, India: A remote sensing based
approach. J. Indian Soc. Remote Sens. 2017, 45, 369–376. [CrossRef]
51. Marchese, F.; Mazzeo, G.; Filizzola, C.; Coviello, I.; Falconieri, A.; Lacava, T.; Paciello, R.; Pergola, N.;
Tramutoli, V. Issues and Possible Improvements inWinter Fires Detection by Satellite Radiances Analysis:
Lesson Learned in Two Regions of Northern Italy. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 2017,
10, 3297–3313. [CrossRef]
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