A correlation method for volcanic ash detection using hyperspectral infrared measurements

作者: Lieven Clarisse , Fred Prata , Jean-Lionel Lacour , Daniel Hurtmans , Cathy Clerbaux

DOI: 10.1029/2010GL044828

关键词:

摘要: Remote satellite detection of airborne volcanic ash is important for mitigating hazards to aviation and calculating plume altitudes. Infrared sounders are essential detecting ash, as they can distinguishing aerosol type be used day night. While broadband sensors mainly this purpose, have inherent limitations. Typically, water ice mask while wind blown dust yield false detection. High spectral resolution should able overcome some these However, existing methods not easily applicable hyperspectral there therefore a pressing need novel techniques. In response, we propose sensitive robust method based on correlation coefficients demonstrate it IASI observations. We show that the differentiates from clouds dust. Easy implement, could contribute operational hazard mitigation.

参考文章(21)
V. Tramutoli, C. Filizzola, N. Pergola, F. Marchese, M. Ciampa, Advanced satellite technique for volcanic activity monitoring and early warning Annals of Geophysics. ,vol. 51, pp. 287- 301 ,(2008) , 10.4401/AG-3049
Reinhard Beer, Robert H. Norton, Analysis of spectra using correlation functions Applied Optics. ,vol. 27, pp. 1255- 1261 ,(1988) , 10.1364/AO.27.001255
Carmine Serio, Alberta Marcella Lubrano, Filomena Romano, Haruisha Shimoda, Cloud detection over sea surface by use of autocorrelation functions of upwelling infrared spectra in the 800–900-cm -1 window region Applied Optics. ,vol. 39, pp. 3565- 3572 ,(2000) , 10.1364/AO.39.003565
Lieven Clarisse, Daniel Hurtmans, Alfred J. Prata, Federico Karagulian, Cathy Clerbaux, Martine De Mazière, Pierre-François Coheur, Retrieving radius, concentration, optical depth, and mass of different types of aerosols from high-resolution infrared nadir spectra Applied Optics. ,vol. 49, pp. 3713- 3722 ,(2010) , 10.1364/AO.49.003713
G. Gangale, A.J. Prata, L. Clarisse, The infrared spectral signature of volcanic ash determined from high-spectral resolution satellite measurements Remote Sensing of Environment. ,vol. 114, pp. 414- 425 ,(2010) , 10.1016/J.RSE.2009.09.007
Guido Masiello, Marco Matricardi, Rolando Rizzi, Carmine Serio, Homomorphism between cloudy and clear spectral radiance in the 800–900-cm -1 atmospheric window region Applied Optics. ,vol. 41, pp. 965- 973 ,(2002) , 10.1364/AO.41.000965
SA Carn, LL d Strow, S de Souza‐Machado, Y Edmonds, S Hannon, Quantifying tropospheric volcanic emissions with AIRS : The 2002 eruption of Mt. Etna (Italy) Geophysical Research Letters. ,vol. 32, ,(2005) , 10.1029/2004GL021034
Rick E. Holasek, Andrew W. Woods, Stephen Self, Experiments on gas-ash separation processes in volcanic umbrella plumes Journal of Volcanology and Geothermal Research. ,vol. 70, pp. 169- 181 ,(1996) , 10.1016/0377-0273(95)00054-2
Simon A. Carn, Arlin J. Krueger, Nickolay A. Krotkov, Kai Yang, Keith Evans, Tracking volcanic sulfur dioxide clouds for aviation hazard mitigation Natural Hazards. ,vol. 51, pp. 325- 343 ,(2009) , 10.1007/S11069-008-9228-4
Gary P. Ellrod, Improved detection of airborne volcanic ash using multispectral infrared satellite data Journal of Geophysical Research. ,vol. 108, pp. 4356- ,(2003) , 10.1029/2002JD002802