MODBASE : a SciDB-powered system for large-scale distributed storage and analysis of MODIS earth remote sensing data
Author(s)
Planthaber, Gary Lee, Jr
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Alternative title
SciDB-powered system for large-scale distributed storage and analysis of MODIS earth remote sensing data
SciDB-powered system for large-scale distributed storage and analysis of Moderate Resolution Imaging Spectroradiometer earth remote sensing data
Other Contributors
Massachusetts Institute of Technology. Dept. of Electrical Engineering and Computer Science.
Advisor
Michael R. Stonebraker and James Frew.
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Show full item recordAbstract
MODBASE, a collection of tools and practices built around the open source SciDB multidimensional data management and analytics software system, provides the Earth Science community with a powerful foundation for direct, ad-hoc analysis of large volumes of Level-1B data produced by the NASA Moderate Resolution Imaging Spectroradiometer (MODIS) instrument. This paper details the reasons for building the MODBASE system, its design and implementation, and puts it to the test on a series of practical Earth Science benchmarks using standard MODIS data granules.
Description
Thesis (M. Eng.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2012. Cataloged from PDF version of thesis. Includes bibliographical references (p. 80-81).
Date issued
2012Department
Massachusetts Institute of Technology. Department of Electrical Engineering and Computer SciencePublisher
Massachusetts Institute of Technology
Keywords
Electrical Engineering and Computer Science.