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Enhanced volcanic hot-spot detection using MODIS IR data: results from the MIROVA system

D. Coppola, M. Laiolo, C. Cigolini, D. Delle Donne and M. Ripepe
Geological Society, London, Special Publications, 426, 181-205, 14 May 2015, https://doi.org/10.1144/SP426.5
D. Coppola
1Dipartimento di Scienze della Terra, Università di Torino, Via Valperga Caluso 35, 10135 Torino, Italy
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M. Laiolo
1Dipartimento di Scienze della Terra, Università di Torino, Via Valperga Caluso 35, 10135 Torino, Italy
2Dipartimento di Scienze della Terra, Università di Firenze, Via G. La Pira 4, 50121 Firenze, Italy
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C. Cigolini
1Dipartimento di Scienze della Terra, Università di Torino, Via Valperga Caluso 35, 10135 Torino, Italy
3NatRisk, Centro Interdipartimentale sui Rischi Naturali in Ambiente Montano e Collinare, Università degli Studi di Torino, Torino, Italy
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D. Delle Donne
2Dipartimento di Scienze della Terra, Università di Firenze, Via G. La Pira 4, 50121 Firenze, Italy
4Dipartimento di Scienze della Terra e del Mare, Università di Palermo, Via Archirafi 22, 90123 Palermo, Italy
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M. Ripepe
2Dipartimento di Scienze della Terra, Università di Firenze, Via G. La Pira 4, 50121 Firenze, Italy
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Abstract

We describe a new volcanic hotspot detection system, named Middle InfraRed Observation of Volcanic Activity (MIROVA), based on the analysis of infrared data acquired by the Moderate Resolution Imaging Spectroradiometer sensor (MODIS). MIROVA uses the middle infrared radiation (MIR), measured by MODIS, in order to detect and measure the heat radiation deriving from volcanic activity. The algorithm combines spectral and spatial principles, allowing the detection of heat sources from 1 megawatt (MW) to more than 10 gigawatt (GW). This provides a unique opportunity to: (i) recognize small-scale variations in thermal output that may precede the onset of effusive activity; (ii) track the advance of large lava flows; (iii) estimate lava discharge rates; (iv) identify distinct effusive trends; and, lastly, (v) follow the cooling process of voluminous lava bodies for several months. Here we show the results obtained from data sets spanning 14 years recorded at the Stromboli and Mt Etna volcanoes, Italy, and we investigate the above aspects at these two persistently active volcanoes. Finally, we describe how the algorithm has been implemented within an operational near-real-time processing chain that enables the MIROVA system to provide data and infrared maps within 1–4 h of the satellite overpass.

  • © 2016 The Author(s). Published by The Geological Society of London. All rights reserved
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Geological Society, London, Special Publications: 426 (1)
Geological Society, London, Special Publications
Volume 426
2016
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Enhanced volcanic hot-spot detection using MODIS IR data: results from the MIROVA system

D. Coppola, M. Laiolo, C. Cigolini, D. Delle Donne and M. Ripepe
Geological Society, London, Special Publications, 426, 181-205, 14 May 2015, https://doi.org/10.1144/SP426.5
D. Coppola
1Dipartimento di Scienze della Terra, Università di Torino, Via Valperga Caluso 35, 10135 Torino, Italy
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: [email protected]
M. Laiolo
1Dipartimento di Scienze della Terra, Università di Torino, Via Valperga Caluso 35, 10135 Torino, Italy
2Dipartimento di Scienze della Terra, Università di Firenze, Via G. La Pira 4, 50121 Firenze, Italy
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
C. Cigolini
1Dipartimento di Scienze della Terra, Università di Torino, Via Valperga Caluso 35, 10135 Torino, Italy
3NatRisk, Centro Interdipartimentale sui Rischi Naturali in Ambiente Montano e Collinare, Università degli Studi di Torino, Torino, Italy
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
D. Delle Donne
2Dipartimento di Scienze della Terra, Università di Firenze, Via G. La Pira 4, 50121 Firenze, Italy
4Dipartimento di Scienze della Terra e del Mare, Università di Palermo, Via Archirafi 22, 90123 Palermo, Italy
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M. Ripepe
2Dipartimento di Scienze della Terra, Università di Firenze, Via G. La Pira 4, 50121 Firenze, Italy
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Enhanced volcanic hot-spot detection using MODIS IR data: results from the MIROVA system

D. Coppola, M. Laiolo, C. Cigolini, D. Delle Donne and M. Ripepe
Geological Society, London, Special Publications, 426, 181-205, 14 May 2015, https://doi.org/10.1144/SP426.5
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  • Article
    • Abstract
    • The MIROVA system
    • ‘Excess’ MIR radiance and radiative power
    • Performance and exportability
    • Results: radiative power emitted by Stromboli and Mt Etna during the 2000–13 period
    • Time-averaged lava discharge rate (TADR) and cumulative volumes
    • Near-real-time implementation (MIROVA-NRT)
    • Limits and uncertainty of the data provided by the MIROVA system
    • Conclusions
    • Acknowledgments
    • Appendix A
    • References
  • Figures & Data
  • Info & Metrics
  • PDF

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