Repository logo
  • English
  • Italiano
Log In
New user? Click here to register.Have you forgotten your password?
  1. Home
  2. Affiliation
  3. INGV
  4. Article published / in press
  5. Plume Height Time-Series Retrieval Using Shadow in Single Spatial Resolution Satellite Images
 
  • Details

Plume Height Time-Series Retrieval Using Shadow in Single Spatial Resolution Satellite Images

Author(s)
Pailot-Bonnétat, Sophie  
Laboratoire Magmas et Volcans, Université Clermont Auvergne  
Harris, Andrew J. L.  
Laboratoire Magmas et Volcans, Université Clermont Auvergne  
Calvari, Sonia  
Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione OE, Catania, Italia  
de Michele, Marcello  
BRGM, Bureau de Recherches Géologiques et Minières  
Gurioli, Lucia  
Laboratoire Magmas et Volcans, Université Clermont Auvergne  
Language
English
Obiettivo Specifico
5V. Processi eruttivi e post-eruttivi
Status
Published
JCR Journal
JCR Journal
Peer review journal
Yes
Journal
Remote Sensing  
Issue/vol(year)
/12(2020)
ISSN
2072-4292
Publisher
MDPI
Pages (printed)
id 3951
Date Issued
December 3, 2020
DOI
10.3390/rs12233951
URI
https://www.earth-prints.org/handle/2122/14000
Subjects
04.08. Volcanology  
Subjects

Mt Etna

Paroxysmal explosive ...

Ash plume extension

Satellite imaging

Abstract
Volcanic plume height is a key parameter in retrieving plume ascent and dispersal dynamics,
as well as eruption intensity; all of which are crucial for assessing hazards to aircraft operations. One way to retrieve cloud height is the shadow technique. This uses shadows cast on the ground and the sun geometry to calculate cloud height. This technique has, however, not been frequently used, especially not with high-spatial resolution (30 m pixel) satellite data. On 26 October 2013, Mt Etna (Sicily, Italy) produced a lava fountain feeding an ash plume that drifted SW and through the approach routes to Catania international airport. We compared the proximal plume height time-series obtained from fixed monitoring cameras with data retrieved from a Landsat-8 Operational Land Imager image, with results being in good agreement. The application of the shadow technique to a single high-spatial resolution image allowed us to fully document the ascent and dispersion history of the plume–cloud system. We managed to do this over a distance of 60 km and a time period of 50 min, with a precision of a few seconds and vertical error on plume altitude of ±200 m. We converted height with distance to height with time using the plume dispersion velocity, defining a bent-over plume that settled to a neutral buoyancy level with distance. Potentially, the shadow technique defined here allows downwind plume height profiles and mass discharge rate time series to be built over distances of up to 260 km and periods of 24 h, depending on vent location in the image, wind speed, and direction.
Sponsors
This research was funded by CNES-TOSCA (Terre Solide), grant number 10 3703 “Integration of sample return data and remote sensing for advanced understanding of volcanic ash formation and dispersion” (PI: Lucia Gurioli).
References
1. Casadevall, T.J. Volcanic Ash and Aviation Safety; Proceedings of the First International Symposium on Volcanic Ash and Aviation Safety; U.S. Geological Survey Bulletin: Washington, DC, USA, 1994.
2. Kienle, J.; Shaw, G.E. Plume dynamics, thermal energy and long-distance transport of vulcanian eruption clouds from Augustine Volcano, Alaska. J. Volcanol. Geotherm. Res. 1979, 6, 139–164. [CrossRef]
3. Hanstrum, B.N.; Watson, A.S. A case study of two eruptions of Mount Galunggung and an investigation of volcanic eruption cloud characteristics using remote sensing techniques. Autralian Meteorol. Mag. 1983, 31, 171–177.
4. Aloisi, M.; D’Agostino, M.; Dean, K.G.; Mostaccio, A.; Neri, G. Satellite analysis and PUFF simulation of the eruptive cloud generated by the Mount Etna paroxysm of 22 July 1998. J. Geophys. Res. Solid Earth 2002, 107, ECV 9-1–ECV 9-12.
5. Guffanti, M.; Mayberry, G.C.; Casadevall, T.J.; Wunderman, R. Volcanic hazards to airports. Nat. Hazards 2009, 51, 287–302. [CrossRef]
6. Alemanno, A. Governing Disasters—The Challenges of Emergency Risk Regulation; Edward Elgar Publishing Limited: Cheltenham, UK, 2011; ISBN 9780857935731.
7. Oppenheimer, C. Volcanological applications of meteorological satellites. Int. J. Remote Sens. 1998, 19, 2829–2864. [CrossRef]
8. Sparks, R.S.J.; Bursik, M.; Carey, S.; Gilbert, J.S.; Glaze, L.S.; Sigurdsson, H.; Woods, A.W. Volcanic Plumes; Wiley: Chichester, UK, 1997; ISBN 9780471939016.
9. Bonadonna, C.; Folch, A.; Loughlin, S.; Puempel, H. Future developments in modelling and monitoring of volcanic ash clouds: Outcomes from the first IAVCEI-WMO workshop on Ash Dispersal Forecast and Civil Aviation. Bull. Volcanol. 2012, 74, 1–10. [CrossRef]
10. Newhall, C.G.; Self, S. The volcanic explosivity index (VEI) an estimate of explosive magnitude for historical volcanism. J. Geophys. Res. 1982, 87, 1231. [CrossRef]
11. Francis, P.W. Infra-red techniques for volcano monitoring and prediction-A review. J. Geol. Soc. Lond. 1979, 136, 355–359. [CrossRef]
12. Francis, P.W.; Oppenheimer, C. Applications of satellite remote sensing techniques to volcanology. In Understanding the Terrestrial Environment—The Role of Observation from Space; Paylor & Francis: London, UK, 1992; pp. 37–52.
13. Francis, P.W.; Oppenheimer, C. Volcanoes, 2nd ed.; Oxford University Press: Oxford, UK, 2003; ISBN 9780199254699.
14. Pyle, D.M. Sizes of Volcanic Eruptions. In The Encyclopedia of Volcanoes; Elsevier: London, UK, 2015; pp. 257–264.
15. Mouginis-Mark, P.J.; Pieri, D.C.; Francis, P.W.; Wilson, L.; Self, S.; Rose, W.I.; Wood, C.A. Remote sensing of volcanos and volcanic terrains. EOS Trans. Am. Geophys. Union 1989, 70, 1567–1575. [CrossRef]
16. Glaze, L.S.; Francis, P.W.; Self, S.; Rothery, D.A. The 16 September 1986 eruption of Lascar volcano, north Chile: Satellite investigations. Bull. Volcanol. 1989, 51, 149–160. [CrossRef]
17. Glaze, L.S.; Wilson, L.; Mouginis-Mark, P.J. Volcanic eruption plume top topography and heights as determined from photoclinometric analysis of satellite data. J. Geophys. Res. Solid Earth 1999, 104, 2989–3001. [CrossRef]
18. Woods, A.W.; Self, S. Thermal disequilibrium at the top of volcanic clouds and its effect on estimates of the column height. Nature 1992, 355, 628–630. [CrossRef]
19. Holasek, R.E.; Self, S.; Woods, A.W. Satellite observations and interpretation of the 1991 Mount Pinatubo eruption plumes. J. Geophys. Res. B Solid Earth 1996, 101, 27635–27655. [CrossRef]
20. Zakšek, K.; Hort, M.; Zaletelj, J.; Langmann, B. Monitoring volcanic ash cloud top height through simultaneous retrieval of optical data from polar orbiting and geostationary satellites. Atmos. Chem. Phys. 2013, 13, 2589–2606. [CrossRef]
21. 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]
22. Patrick, M.R. Dynamics of Strombolian ash plumes from thermal video: Motion, morphology, and air entrainment. J. Geophys. Res. 2007, 112, B06202. [CrossRef]
23. Carey, S.; Bursik, M. Volcanic Plumes. In The Encyclopedia of Volcanoes; Elsevier: London, UK, 2015; pp. 571–585.
24. Bonaccorso, A.; Calvari, S. A new approach to investigate an eruptive paroxysmal sequence using camera and strainmeter networks: Lessons from the 3–5 December 2015 activity at Etna volcano. Earth Planet. Sci. Lett. 2017, 475, 231–241. [CrossRef]
25. Carey, S.; Sparks, R.S.J. Quantitative models of the fallout and dispersal of tephra from volcanic eruption columns. Bull. Volcanol. 1986, 48, 109–125. [CrossRef]
26. Slawson, P.R.; Csanady, G.T. On the mean path of buoyant, bent-over chimney plumes. J. Fluid Mech. 1967, 28, 311. [CrossRef]
27. Andò, B.; Pecora, E. An advanced video-based system for monitoring active volcanoes. Comput. Geosci. 2006, 32, 85–91. [CrossRef]
28. Calvari, S.; Cannavò, F.; Bonaccorso, A.; Spampinato, L.; Pellegrino, A.G. Paroxysmal Explosions, Lava Fountains and Ash Plumes at Etna Volcano: Eruptive Processes and Hazard Implications. Front. Earth Sci. 2018, 6. [CrossRef]
29. Behncke, B.; Branca, S.; Corsaro, R.A.; De Beni, E.; Miraglia, L.; Proietti, C. The 2011–2012 summit activity of Mount Etna: Birth, growth and products of the new SE crater. J. Volcanol. Geotherm. Res. 2014, 270, 10–21. [CrossRef]
30. De Beni, E.; Behncke, B.; Branca, S.; Nicolosi, I.; Carluccio, R.; D’Ajello Caracciolo, F.; Chiappini, M. The continuing story of Etna’s New Southeast Crater (2012–2014): Evolution and volume calculations based on field surveys and aerophotogrammetry. J. Volcanol. Geotherm. Res. 2015, 303, 175–186. [CrossRef]
31. Coltelli, M.; Del Carlo, P.; Vezzoli, L. Discovery of a Plinian basaltic eruption of Roman age at Etna volcano, Italy. Geology 1998, 26, 1095. [CrossRef]
32. Istituto Nazionale di Statistica-Roma, I. Demografia in Cifre. Available online: http://demo.istat.it/ (accessed on 1 October 2020).
33. Vulpiani, G.; Ripepe, M.; Valade, S. Mass discharge rate retrieval combining weather radar and thermal camera observations. J. Geophys. Res. Solid Earth 2016, 121, 1–17. [CrossRef]
34. Del Carlo, P.; Vezzoli, L.; Coltelli, M. Last 100 ka tephrostratigraphic record of Mount Etna. GMS 2004, 143, 77–89.
35. Corradini, S.; Guerrieri, L.; Lombardo, V.; Merucci, L.; Musacchio, M.; Prestifilippo, M.; Scollo, S.; Silvestri, M.; Spata, G.; Stelitano, D. Proximal Monitoring of the 2011–2015 Etna Lava Fountains Using MSG-SEVIRI Data. Geosciences 2018, 8, 140. [CrossRef]
36. Greco, F.; Currenti, G.; Palano, M.; Pepe, A.; Pepe, S. Evidence of a shallow persistent magmatic reservoir from joint inversion of gravity and ground deformation data: The 25–26 October 2013 Etna lava fountaining event. Geophys. Res. Lett. 2016, 43, 3246–3253. [CrossRef]
37. Andronico, D.; Behncke, B.; De Beni, E.; Cristaldi, A.; Scollo, S.; Lopez, M.; Lo Castro, M.D. Magma Budget From Lava and Tephra Volumes Erupted during the 25-26 October 2013 Lava Fountain at Mt Etna. Front. Earth Sci. 2018, 6. [CrossRef]
38. De Michele, M.; Raucoules, D.; Corradini, S.; Merucci, L.; Salerno, G.; Sellitto, P.; Carboni, E. Volcanic cloud top height estimation using the plume elevation model procedure applied to orthorectified Landsat 8 data. test case: 26 October 2013 Mt. Etna eruption. Remote Sens. 2019, 11, 785. [CrossRef]
39. Young, N.E.; Anderson, R.S.; Chignell, S.M.; Vorster, A.G.; Lawrence, R.; Evangelista, P.H. A survival guide to Landsat preprocessing. Ecology 2017, 98, 920–932. [CrossRef]
40. Qiu, S.; He, B.; Zhu, Z.; Liao, Z.; Quan, X. Improving Fmask cloud and cloud shadow detection in mountainous area for Landsats 4–8 images. Remote Sens. Environ. 2017, 199, 107–119. [CrossRef]
41. Dean, K.G.; Bowling, S.A.; Shaw, G.E.; Tanaka, H. Satellite analyses of movement and characteristics of the Redoubt Volcano plume, January 8, 1990. J. Volcanol. Geotherm. Res. 1994, 62, 339–352. [CrossRef]
42. Holasek, R.E.; Self, S. GOES weather satellite observations and measurements of the May 18, 1980, Mount St. Helens eruption. J. Geophys. Res. Solid Earth 1995, 100, 8469–8487. [CrossRef]
43. Kinoshita, K. Observation of flow and dispersion of volcanic clouds from Mt. Sakurajima. Atmos. Environ. 1996, 30, 2831–2837. [CrossRef]
44. Denniss, A.M.; Harris, A.J.L.; Rothery, D.A.; Francis, P.W.; Carlton, R.W.T. Satellite observations of the April 1993 eruption of Lascar volcano. Int. J. Remote Sens. 1998, 19, 801–821. [CrossRef]
45. Prata, A.J.; Grant, I.F. Retrieval of microphysical and morphological properties of volcanic ash plumes from satellite data: Application to Mt Ruapehu, New Zealand. Q. J. R. Meteorol. Soc. 2001, 127, 2153–2179. [CrossRef]
46. Tupper, A.; Carn, S.A.; Davey, J.; Kamada, Y.; Potts, R.; Prata, F.; Tokuno, M. An evaluation of volcanic cloud detection techniques during recent significant eruptions in the western ‘Ring of Fire’. Remote Sens. Environ. 2004, 91, 27–46. [CrossRef]
47. Iqbal, M. Sun–Earth Astronomical Relationships. In An Introduction to Solar Radiation; Elsevier: London, UK, 1983; pp. 1–28. ISBN 9780123737502.
48. Harris, A.J.L. Thermal Remote Sensing of Active Volcanoes; Cambridge University Press: Cambridge, UK, 2013; ISBN 9781139029346.
49. Mouginis-Mark, P.J.; Domergue-Schmidt, N. Acquisition of satellite data for volcano studies. Geophys. Monogr. Ser. 2000, 116, 9–24. [CrossRef]
50. Markham, B.L. Characterization of the Landsat sensors’ spatial responses. IEEE Trans. Geosci. Remote Sens. 1985, GE-23, 864–875. [CrossRef]
51. Oppenheimer, C.; Francis, P.W.; Rothery, D.A.; Carlton, R.W.T.; Glaze, L.S. Infrared image analysis of volcanic thermal features: Lascar Volcano, Chile, 1984-1992. J. Geophys. Res. 1993, 98, 4269–4286. [CrossRef]
52. Zhu, Z.; Woodcock, C.E. Object-based cloud and cloud shadow detection in Landsat imagery. Remote Sens. Environ. 2012, 118, 83–94. [CrossRef]
53. Scollo, S.; Prestifilippo, M.; Pecora, E.; Corradini, S.; Merucci, L.; Spata, G.; Coltelli, M. Eruption column height estimation of the 2011-2013 Etna lava fountains. Ann. Geophys. 2014, 57. [CrossRef]
54. Prata, A.J.; Turner, P.J. Cloud-top height determination using ATSR data. Remote Sens. Environ. 1997, 59, 1–13. [CrossRef]
55. De Michele, M.; Raucoules, D.; Arason, Þ. Volcanic Plume Elevation Model and its velocity derived from Landsat 8. Remote Sens. Environ. 2016, 176, 219–224. [CrossRef]
56. Bursik, M. Effect of wind on the rise height of volcanic plumes. Geophys. Res. Lett. 2001, 28, 3621–3624. [CrossRef]
57. Mastin, L.G.; Guffanti, M.; Servranckx, R.; Webley, P.W.; Barsotti, S.; Dean, K.G.; Durant, A.; Ewert, J.W.; Neri, A.; Rose, W.I.; et al. A multidisciplinary effort to assign realistic source parameters to models of volcanic ash-cloud transport and dispersion during eruptions. J. Volcanol. Geotherm. Res. 2009, 186, 10–21. [CrossRef]
58. Sellitto, P.; Di Sarra, A.; Corradini, S.; Boichu, M.; Herbin, H.; Dubuisson, P.; Sèze, G.; Meloni, D.; Monteleone, F.; Merucci, L.; et al. Synergistic use of Lagrangian dispersion and radiative transfer modelling with satellite and surface remote sensing measurements for the investigation of volcanic plumes: The Mount Etna eruption of 25-27 October 2013. Atmos. Chem. Phys. 2016, 16, 6841–6861. [CrossRef]
59. Suzuki, Y.J.; Koyaguchi, T. Effects of wind on entrainment efficiency in volcanic plumes. J. Geophys. Res. Solid Earth 2015, 120, 6122–6140. [CrossRef]
60. Woodhouse, M.J.; Hogg, A.J.; Phillips, J.C.; Sparks, R.S.J. Interaction between volcanic plumes and wind during the 2010 Eyjafjallajökull eruption, Iceland. J. Geophys. Res. Solid Earth 2013, 118, 92–109. [CrossRef]
61. Allard, P.; Burton, M.; Muré, F. Spectroscopic evidence for a lava fountain driven by previously accumulated magmatic gas. Nature 2005, 433, 407–410. [CrossRef]
62. Costa, A.; Suzuki, Y.J.; Cerminara, M.; Devenish, B.J.; Ongaro, T.E.; Herzog, M.; Van Eaton, A.R.; Denby, L.C.; Bursik, M.; de’ Michieli Vitturi, M.; et al. Results of the eruptive column model inter-comparison study. J. Volcanol. Geotherm. Res. 2016, 326, 2–25. [CrossRef]
63. Ramsey, M.S. Synergistic use of satellite thermal detection and science: A decadal perspective using ASTER. Geol. Soc. Lond. Spec. Publ. 2016, 426, 115–136. [CrossRef]
Type
article
File(s)
Loading...
Thumbnail Image
Name

Pailot-Bonnétat et al 2020-Etna 26Oct2013 plume.pdf

Description
main text
Size

4.98 MB

Format

Adobe PDF

Checksum (MD5)

0d675061ad475b31431162919b176e56

rome library|catania library|milano library|napoli library|pisa library|palermo library
Explore By
  • Research Outputs
  • Researchers
  • Organizations
Info
  • Earth-Prints Open Archive Brochure
  • Earth-Prints Archive Policy
  • Why should you use Earth-prints?
Earth-prints working group
⚬Anna Grazia Chiodetti (Project Leader)
⚬Gabriele Ferrara (Technical and Editorial Assistant)
⚬Massimiliano Cascone
⚬Francesca Leone
⚬Salvatore Barba
⚬Emmanuel Baroux
⚬Roberto Basili
⚬Paolo Marco De Martini

Built with DSpace-CRIS software - Extension maintained and optimized by 4Science

  • Privacy policy
  • End User Agreement
  • Send Feedback