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Filtering by: Type Dataset Keyword data assimilation Keyword analyses Keyword numerical weather prediction Subject numerical weather prediction Subject atmospheric science

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Archive of the High Resolution Rapid Refresh model

Description:

Weather-related research often requires synthesizing vast amounts of data that need archival solutions that are both economical and viable during and past the lifetime of the project. Public cloud computing services (e.g., from Amazon, Microsoft, or Google) or private clouds managed by research institutions are providing object data storage systems potentially appropriate for long-term archives of such large geophysical data sets. We illustrate the use of a private cloud object store developed by the Center for High Performance Computing (CHPC) at the University of Utah. Since early 2015, we have been archiving thousands of two-dimensional gridded fields (each one containing over 1.9 million values over the contiguous United States) from the High-Resolution Rapid Refresh (HRRR) data assimilation and forecast modeling system. The archive is being used for retrospective analyses of meteorological conditions during high-impact weather events, assessing the accuracy of the HRRR forecasts, and providing initial and boundary conditions for research simulations. The archive is accessible interactively and through automated download procedures for researchers at other institutions that can be tailored by the user to extract individual two-dimensional grids from within the highly compressed files. Characteristics of the CHPC object storage system are summarized relative to network file system storage or tape storage solutions. The CHPC storage system is proving to be a scalable, reliable, extensible, affordable, and usable archive solution for our research.

Keyword:

weather, analyses, forecasts, atmospheric science, numerical weather prediction, and data assimilation

Subject:

atmospheric science and numerical weather prediction

Creator:

Horel, John and Blaylock, Brian

Contributor:

University of Utah Center for High Performance Computing, NOAA Earth Systems Research Laboratory, and NOAA Environmental Modeling Center

Owner:

BRIAN MCBRIDE

Based Near Label Tesim:

Alaska and United States

Language:

English and binary

Date Uploaded:

07/10/2019

Date Modified:

07/30/2019

Date Created:

April 18, 2015 to present

License:

CC BY – Allows others to use and share your data, even commercially, with attribution.

Resource Type:

Dataset

Identifier:

https://doi.org/10.7278/S5JQ0Z5B

Archive of the High Resolution Rapid Refresh model

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