Title :
Qualitative analysis of input parameters for satellite-based quantification of airborne volcanic ash
Author :
Steensen, T. ; Webley, P.
Author_Institution :
Geophys. Inst., Univ. of Alaska Fairbanks (UAF), Fairbanks, AK, USA
Abstract :
Satellite remote sensing data is an important tool to analyze and quantify volcanic ash emissions. However, the algorithms used require a range of input parameters not always known accurately enough for precise calculations. Based on the eruption of Sarychev Peak in the Kuriles, eastern Russia, during June 2009, we analyzed the sensitivity of each of the variables used operationally to evaluate their contributions to the derived mass loading. It is shown that the derived cloud top and surface brightness temperatures, the refractive indices of air and ash, the particle density and the amount of water in the cloud are the dominant factors influencing the retrieval. It is further outlined, how a combination of over- and underestimates of different parameters can yield the same output.
Keywords :
aerosols; ash; atmospheric precipitation; atmospheric techniques; atmospheric temperature; clouds; remote sensing; sensitivity analysis; volcanology; AD 2009 06; Kuriles; Sarychev Peak eruption; airborne volcanic ash; cloud top temperature; cloud water amount; eastern Russia; input parameter; mass loading; parameter overestimation; parameter underestimation; particle density; qualitative analysis; refractive index; satellite remote sensing data; satellite-based quantification; sensitivity analysis; surface brightness temperature; volcanic ash emission; Ash; Brightness temperature; Clouds; Satellites; Sea surface; Volcanic ash; Brightness Temperature; Remote Sensing; Sarychev Peak; Sensitivity; Volcanic Ash;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2012.6350799