1. A New Parameterization of Volcanic Ash Complex Refractive Index Based on NBO/T and SiO2Content
- Author
-
Prata, G. S., Ventress, L. J., Carboni, E., Mather, T. A., Grainger, R. G., and Pyle, D. M.
- Abstract
Radiative transfer models used in remote sensing and hazard assessment of volcanic ash require knowledge of ash optical parameters. Here we characterize the bulk and glass compositions of a representative suite of volcanic ash samples with known complex refractive indices (n+ ik, where nis the real part and kis the imaginary part). Using a linear regression model, we develop a new parameterization allowing the complex refractive index of volcanic ash to be estimated from ash SiO2content or ratio of nonbridging oxygens to tetrahedrally coordinated cations (NBO/T). At visible wavelengths, ncorrelates better with bulk than with glass composition (both SiO2and NBO/T), and kcorrelates better with SiO2content than with NBO/T. Over a broader spectral range (0.4–19 μm), bulk correlates better than glass composition, and NBO/T generally correlates better than SiO2content for both parts of the refractive index. In order to understand the impacts of our new parameterization on satellite retrievals, we compared Infrared Atmospheric Sounding Interferometer satellite (wavelengths 3.62–15.5 μm) mass loading retrievals using our new approach with retrievals that assumed a generic (Eyjafjallajökull) ash refractive index. There are significant differences in mass loading using our calculated indices specific to ash type rather than a generic index. Where mass loadings increase, there is often improvement in retrieval quality (corresponding to cost function decrease). This new parameterization of refractive index variation with ash composition will help to improve remote‐sensing retrievals for the rapid identification of ash and quantitative analysis of mass loadings from satellite data on operational timescales. This study shows that refractive index correlates with bulk and glass major oxide compositions of volcanic ash over a broad spectral rangeA parameterization of complex refractive index is developed based on the silica content and NBO/T of volcanic ash using the correlation foundMass loading retrievals using the parameterization show significant differences compared to those using a generic complex refractive index
- Published
- 2019
- Full Text
- View/download PDF