Application of MODIS-ASTER (Master) Simulator Data to Geological Mapping of Young Volcanic Regions in Baja California, Mexico

Baja California;Isla San Luis;La Reforma;Mexico;remote sensing;volcano;weight percent silica

Dmochowski, Jane Ellen ; Stock, Joann M. (advisor)

University:California Institute of Technology

Department:Geological and Planetary Sciences

关键词: Baja California;    Isla San Luis;    La Reforma;    Mexico;    remote sensing;    volcano;    weight percent silica;   

Others  :  https://thesis.library.caltech.edu/2096/1/JaneEDmochowskiThesis.pdf

美国|英语

来源: Caltech THESIS

【 摘 要 】

Visible, near infrared, short-wave infrared, and thermal infrared multi-channel remote sensing data, MODIS-ASTER (MASTER), are used to extract geologic information from two volcanic regions in Baja California, Mexico: Tres Virgenes-La Reforma Volcanic Region and the volcanic island of Isla San Luis.The visible and near infrared and short-wave infrared data were atmospherically corrected and classified. The resulting classification roughly delineates surfaces that vary in their secondary minerals.Attempts to identify these minerals using ENVI's Spectral Analyst(TM) were moderately successful.

The analysis of the thermal infrared data utilizes the shift to longer wavelengths in the Reststrahlen band as the mineralogy changes from felsic to mafic to translate the data into values of weight percent SiO2. The results indicate that the general approach tends to underestimate the weight percent SiO2 in the image. This discrepancy is removed with a "site calibration," which provides good results in the calculated weight percent SiO2, with errors of a few percent.However, errors become larger with rugged topography or low solar angle at the time of image acquisition.

Analysis of bathymetric data around Isla San Luis, and consideration of the island's alignment with the Ballenas transform fault zone to the south and volcanic seamounts nearby, suggest Isla San Luis is potentially volcanically active and could be the product of a "leaky" transform fault.The results from the image analysis in the Tres Virgenes-La Reforma Volcanic Region show the La Reforma and El Aguajito volcanic centers to be bimodal in composition and verify the most recent volcanism in the Tres Virgenes region to be basaltic-andesite.The results of fieldwork and image analysis indicate that the volcanic products of the central dome of La Reforma are likely a sequence of welded ash flow tuffs and lavas of varied composition, evidence of its origin as a caldera.