Visualization and Analysis Platform for Ocean, Atmosphere,
and Solar Research (VAPOR)
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VAPOR provides a desktop environment
for the quantitative and qualitative analysis of high-resolution numerical
simulations of turbulent fluid flow in the geosciences. Visualizations
such as the one shown above were instrumental in confirming for the first
time the existence of parallel current and vorticity sheets in an
unprecedented 1,5363 simulation of the solar magnetosphere,
one of the largest numerical models ever run at NCAR. VAPOR's large-data
analysis capabilities are essential to improving our understanding of
numerically modeled geosciences phenomena. |
The VAPOR project is an Open Source software development effort aimed
at improving the ability of earth sciences researchers to analyze and
interpret results from some of largest numerical simulation outputs in
the geosciences. VAPOR is one component of a larger, NSF-ITR-funded
time-varying data research-and-development project whose collaborators
include NCAR, U.C. Davis, and Ohio State University. With NCAR leading
software development, and our university collaborators taking the lead
on research, a mutually beneficial relationship has been established;
NCAR provides a steady supply of interesting research challenges to our
university partners, who in turn help provide solutions to some of our
toughest visualization and data analysis problems. Development of VAPOR
is closely guided by a steering committee comprised of turbulence
researchers from around the world. This panel of experts sets development
priorities, dictates software requirements, and serves as friendly users
for testing and evaluating new software features.
Decades of continual advancements in microprocessor technologies have
led to numerical simulations of earth sciences phenomena computed at
unprecedented scales. This work yields numerical outputs of extraordinary
sizes. But our ability to manage, analyze and gain insight from these
simulation data has not kept pace with our ability to generate them, and
for many numerical modelers the greatest challenge in the discovery
process begins after the simulation has completed when the analysis
process begins. The VAPOR project takes aim at the problem of large-data
exploration with an intelligent approach: by exploiting multiresolution
data representation, coupled with advanced interactive visualization
and quantitative analysis capabilities, VAPOR provides a comprehensive
desktop environment suitable for exploring terascale-size data sets.
VAPOR supports two of NCAR's strategic priorities: "Developing
and providing advanced services and tools" and "Creating an Earth
system knowledge environment."
A number of significant outcomes were realized in FY 2006. The most
important milestone was the first production release of the software.
Other noteworthy results include:
- Over 200 copies of the software have been download by the scientific
community.
- VAPOR has been cited in three refereed, scholarly scientific
publications and numerous scientific presentations.
- The VAPOR team continued its education efforts, hosting a Ph.D.
intern from the University of Colorado.
- VAPOR was instrumental in confirming the existence of parallel
current and vorticity sheets in a solar magnetosphere simulation
(see image).
Work on VAPOR in FY 2007 will focus on extending VAPOR's core
analysis capabilities, expanding its support for adaptive meshes
and spherical grids, and exploring data compression. We will also
make a focused effort to grow the nascent VAPOR user community.
This project is made possible through support from NSF's Information
Technology Research for National Priorities (ITR) program.
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