At SDSU, Silicon Graphics Prism Now Processes and Serves NASA's
Blue Marble: Next Generation Earth Image Data MOUNTAIN VIEW, Calif.
and SAN DIEGO, Nov. 1 /PRNewswire-FirstCall/ -- The Visualization
Center at San Diego State University (SDSU), which relied on
visualization technology from Silicon Graphics (NYSE:SGI) to create
and disseminate 3D geospatial datasets for many projects including
natural disaster mitigation and response, has added the processing
and serving of NASA's Blue Marble: Next Generation satellite
imagery of Earth to its long list of achievements. Beginning with
high-resolution satellite imagery of Banda Aceh, Indonesia,
acquired before and after last year's tsunami, and continuing
through this year's U.S. hurricane season with before and after
imagery, especially of the devastation of Hurricane Katrina in the
Gulf states, SGI(R) compute power and speed helps SDSU deliver 3D
geospatial visualization to relief workers and government
officials. The Silicon Graphics Prism(TM) visualization system is
an integral part of the geospatial image processing pipeline for
the many efforts at the Visualization Center at SDSU, including
homeland security, remote sensing and environmental monitoring,
global sharing of information and collaborative visualization. NASA
Blue Marble: Next Generation Launched October 13, Blue Marble: Next
Generation uses imagery from NASA's 18 Earth-observing satellites,
down-linked at NASA Earth Observatory at NASA's Goddard Space
Flight Center. SDSU both processes and serves out the images using
a Silicon Graphics Prism system. Blue Marble: Next Generation
offers a year's worth of monthly composites at a spatial resolution
of 500 meters per pixel. These monthly images reveal seasonal
changes to the land surface: the green-up and dying-back of
vegetation in temperate regions such as North America and Europe,
dry and wet seasons in the tropics, and advancing and retreating
Northern Hemisphere snow cover, helping scientists in many
disciplines to make more detailed observations of our world.
According to NASA's Web site, commenting on the upgrade from the
original Blue Marble, "From a computer processing standpoint, the
major improvement [in Blue Marble: Next Generation] is the
development of a new technique for allowing the computer to
automatically recognize and remove cloud-contaminated or otherwise
bad data -- a process that was previously done manually."
Additional processing is accomplished using the GeoMatrix Toolkit
from GeoFusion, Inc. (http://www.geofusion.com/ ), which is the
backbone of the Visualization Center's high-performance imaging and
GIS environment. The scalable computing power and large memory of
the Silicon Graphics Prism system allows researchers to use
GeoMatrix tools to process data for serving in the GeoPlayer
ActiveX web browser plugin. Hurricane Katrina Disaster Response By
visualizing hundreds of gigabytes to many terabytes of geospatial
data, the researchers at the Visualization Center at SDSU are able
to continuously create up-to-date 3D fly-throughs that depict the
changes wrought by a natural disaster. The Silicon Graphics Prism
system is the heart of the process and is used to create the new
datasets, routinely processing 500 or more image files up to 200MB
in size each night to create mosaics of a terabyte or more. The
Silicon Graphics Prism system at SDSU has 24GB RAM, 8 Intel(R)
Itanium(R) 2 processors running GeoMatrix and OSSIM
(http://www.ossim.org/ ) open-source tools in the Linux(R)
environment. This configuration allows conversion of all data into
easily accessible, open-source format; the data is then stored back
out to the servers at SDSC for public access on the Internet. In
the case of Hurricane Katrina, WMS (web map server) data were
served directly from the Silicon Graphics Prism system. To create
the mosaics and 3D fly-throughs that Red Cross and other relief
workers would use to determine whether Katrina's victims had a
house to return to, SDSU acquired data from a number of sources.
Most of the imagery datasets of the affected Gulf states were taken
by NOAA with its specially equipped airplane to rapidly acquire
high-resolution imagery over the damaged area. Similar
high-resolution photography, especially the before imagery was
acquired from the USGS EROS Data Center and from other groups such
as the Army Corps of Engineers. NASA satellites also provided
before and after imagery, which are very good for a regional and
multi-spectral perspective that can be combined with the
high-resolution photography to provide location and context. The
DigitalGlobe (http://www.digitalglobe.com/) satellite provided
60-centimeter imagery of before and after Katrina, which provided
one of the first compelling views of the extraordinary impact of
Katrina in both flooding and destruction. The high-resolution,
color photography was acquired over and over again as the water
drained to provide insight into the change of the water as levees
broke and water flooded and receded. "The Silicon Graphics Prism
performed incredibly well," said Dr. Eric Frost, co-director of the
Visualization Center, SDSU. "There were 5,000 aerial shots in the
first batch of after-Katrina photos, and each photo was between 150
and 200MB. Then 2,500 more would come in the next day, and the
next, and so on. An inherent aspect of the photos, especially with
low-altitude photography, is that the scale is different from the
center of the photo to the outside edge because the airplane is
much closer to the center of the shot than it is to the outside.
It's like taking a picture of someone when you're too close, where
the nose looks bigger than the rest of the face. In order to put
all those photos together into a mosaic and to add GIS data onto
them, you actually have to process them in a way where you know
exactly what the errors are and you can move all the pixels to the
right place. So just to begin work on the first 5,000 photos, the
team of experts that came together around the Silicon Graphics
Prism system, color-balanced them and then geo-rectified them --
meaning that you're putting all the pixels where they actually are
on the Earth. That normally would be weeks or months of processing,
but there was a very special coalition of extremely talented image
processors and computer scientists that worked together from a
number of different institutions -- such as the extraordinary
talent in the OSSIM open-source group, Norm Vine, an independent
contractor working with the University of New Hampshire and the
Woods Hole Oceanographic Institution, Chuck Stein from GeoFusion,
and many others. Tom DeFanti at Calit2 (http://www.calit2.net/) at
the University of California San Diego allowed us to tap into the
CPUs of their Silicon Graphics Prism system-they all helped us draw
up these data sets and put them together. They were all networked
into our Silicon Graphics Prism at San Diego State, processing
these data sets. Acquiring the data, getting it all processed and
geo-rectified, put into the right formats and mosaiced together,
that just takes huge processing power, which the Silicon Graphics
Prism absolutely excels at." Once the photos are geo-rectified,
data on locations of roads, city boundaries, hospitals, schools,
police stations, and fire stations are added. As more and more
information comes in, other data sets are laid on: where the damage
is; what assets belong to HUD; where the refineries are; where the
gas stations are; and where hazardous waste materials are. SDSU
also installed an address database for the entire U.S. using
Schuyler Earle's http://geocoder.us/ . The US Census Bureau's Tiger
data, which was linked to the imagery by Howard Butler of Iowa
State University, enabling the Katrina relief team to also include
something called "geo-coding." Geo-coding means that anyone working
for the Red Cross at any shelter in the U.S. could type in an
evacuee's address and the computer immediately flies through the 3D
geospatial dataset or a flat map to where that address is -- or was
-- on that particular city block or country road. The U.S. Navy
also came to the team for geo-coding. The Navy wanted to know how
many of their personnel contractors and their dependants had been
affected by the disaster. Chuck Stein simply took the address
dataset as a database file and, using the GeoMatrix format, which
turned the addresses into 3D icons, ran the data through GeoFusion
and out of the Silicon Graphics Prism system to a monitor. The
results: little yellow flags came up on the addresses of all 8,000
people and it was obvious that several thousand people had lost
their homes or were likely evacuated because of the damage to, or
location, of their home. Within one day, the Navy was able to
narrow the search down to about a hundred people and then find
almost all of them the next day. Once the data is uploaded to
SDSU's Web site, any number of researchers and government agencies,
or the public can use it. One of the most powerful uses of the data
was for locating toxicity and medical data onto the images; and
helping interpret the ongoing stream of environmental and
monitoring data that are currently being collected by many groups
who are helping with the decision-making for the future of the
region and people. Duke University Professor Marie Lynn Miranda, a
specialist in children's environmental health, considers lead
contamination levels one of the biggest issues in the recovery.
Professor Miranda is leading the National Institute for
Environmental Health and Safety (NIEHS) effort, and the
Visualization Center at SDSU is providing the computation power on
the Silicon Graphics Prism system for the work she and others are
doing. Researchers at UCSD who work with NIEHS on Superfund site
efforts, including Professors Bob Tukey and Mark Ellisman,
connected SDSU and its imaging capabilities with Professor Miranda
and her GIS expertise and strategic position in helping
decision-makers understand what the problems were and what possible
solutions might be. Researchers like Professors Miranda, Tukey and
Ellisman are using the completed data sets, adding census data and
on-going environmental measurements, to attempt to determine areas
where people could move back to or sections where people --
especially children who are more likely to develop severe physical
problems from exposure to high lead levels -- should never return.
Being able to serve the terabytes of imagery and GIS data to
researchers and field workers both in the affected area and in
decision centers focused on helping the people of all the affected
states will be something that should provide a significant service
to the nation for many years to come as the long-term medical
impacts of Katrina and other hurricanes come to light. "To really
do the right thing for the people ravaged by Katrina, it takes a
massive amount of data fusion -- compositing the toxicity and
damage data with imagery and then tracking the changes through
time," said John Graham, the Visualization Center's Senior Research
Scientist who helped lead the effort with processing and building
the social network of specialists who made the Silicon Graphics
Prism perform so remarkably. "When you're working with satellite
and aerial photography, you can be dealing with multiple terabytes
of data. This is where the Silicon Graphics Prism system really
shows off the power of its shared-memory architecture, with its
ability to take all the bricks and connect them to appear as one
large computer with lots of memory. Then taking the geo-referenced
imagery and 'cooking' it into GeoFusion OpenGL texture format and
storing it on high-speed servers, allowing anybody with a Windows
PC that has a OpenGL video card and Internet Explorer -- which
almost all new machines do -- to use the ActiveX web browser plugin
and fly through those terabytes of data. But it's SGI technology,
processing the data on the backend, that is making this all
possible." Needed Now: 10GigE While gratified by the huge amount of
work by fellow scientists, researchers, and the numerous volunteers
it took to deliver these data sets to help Katrina victims,
including GeoFusion, who wrote code to help everything move even
faster, Frost envisions much faster access to the original data,
both through networks like the National Lambda Rail
(http://www.nlr.net/), a dark-fiber grid used by universities, and
by the addition of 10 Gigabit Ethernet (10 GigE) connections,
especially at government facilities like the EROS Data Center and
NASA's Goddard Space Flight Center, as well as numerous groups in
the Washington, DC area such as the Navy Research Lab and the OSSIM
researchers who were involved with the effort. SDSU's first source
of Katrina data was the national center for data, the U.S.
Geological Survey Center's Earth Resources Observation &
Science (EROS) Data Center, in Sioux Falls, SD. When Graham first
accessed EROS to download the data and FTP it, the screen said,
"Estimated time: 218 hours" for one data set. All the datasets
needed were eventually downloaded to disk and FedEx'ed or flown to
SDSU. "With National Lambda Rail, the fiber-optic network is mostly
already there, including to places like Louisiana State University
in the heart of the area that was impacted. The ideas and
management are already there," concluded Frost, "as this is
something that visionaries like Larry Smarr, Director of Calit2 and
Principal Investigator for the OptIPuter project
(http://www.optiputer.net/) have been working on for several years.
If there were more 10 GigE boxes around, and the agreements in
place before-hand, all the major SGI facilities could be connected,
as well as the data sources, visualization facilities, and
command-and-control centers for data fusion and decision support.
People who have the right kinds of machines and the right software
could immediately start making their CPUs available for ingesting
the data, processing this data, and serving it out. We could make
an incredible impact on our country's ability to be ready for
natural disasters and continue to process and serve out data as it
comes in, as cleanup continues to take place. That would be
profoundly in the national interest. This same effort can be done
internationally and fits with efforts such as iGrid 2005
(http://www.igrid2005.org/ ), which was led by Tom DeFanti and
Maxine Brown, two of the leading fiber and people networkers in the
world. At iGrid last month, we showed off Katrina data running via
SGI OpenGL Vizserver software over 15,000 km of fiber from San
Diego to Chicago to Seattle to Tokyo with John Graham running the
keyboard and mouse in the Calit2 building in San Diego. Similar
sharing of resources internationally over 1 GigE and 10 GigE
networks could revolutionize our ability to help people around the
world and to have the world help the world." "It is clear that
scientific visualization has reached a new and powerful level to
model, predict and plan for natural disasters," said Bob Bishop,
chairman and CEO of SGI. "The Visualization Center at San Diego
State University offers a clear demonstration of how this
technology can be used to triumph over adversity." See related
November 1, 2005 press release: "Calit2 at UC San Diego Selects SGI
Visualization and Storage Technology". SILICON GRAPHICS | The
Source of Innovation and Discovery(TM) SGI, also known as Silicon
Graphics, Inc., is a leader in high-performance computing,
visualization and storage. SGI's vision is to provide technology
that enables the most significant scientific and creative
breakthroughs of the 21st century. Whether it's sharing images to
aid in brain surgery, finding oil more efficiently, studying global
climate, providing technologies for homeland security and defense
or enabling the transition from analog to digital broadcasting, SGI
is dedicated to addressing the next class of challenges for
scientific, engineering and creative users. With offices worldwide,
the company is headquartered in Mountain View, Calif., and can be
found on the Web at http://www.sgi.com/. NOTE: Silicon Graphics,
SGI, OpenGL, the SGI cube and the SGI logo are registered
trademarks and OpenGL Vizserver, Silicon Graphics Prism and The
Source of Innovation and Discovery are trademarks of Silicon
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