Data Visualization
Remote Sensing Solutions has developed several data visualization products
that have been deployed to allow users to plot data in real-time. From RSS'
original data visualization application, the Storm Analyzer, to the Real-Time
Lower Fuselage (LF) Radar Display System and Airborne Atmospheric Measurement and Profiling System (AAMPS) Real-Time Display, Remote Sensing
Solutions has continuously provided end users with innovative new tools to visualize
their data in new and novel ways. This page briefly describes each of the
systems developed by RSS. For more information on any of these products, please
follow the links to the product specific pages.
Real-Time Reconnaissance Data Display System
The Real-Time Reconnaissance DataDisplay System is a Python and IDL
based data distribution and visualization system for viewing data
collected from instrumentation on the NOAA aircraft. Python scripts on
the aircraft process the data and send it to a server on the ground
which relays the data based on a subscription model.
The display application is an IDL based user interface that was
created for the National Hurricane Center (NHC) to display the critical
parameters in which their forecasters were most interested. This display
presents a GIS map showing the aircraft track, flight level wind vector,
flight level wind speed, SFMR wind speed, surface pressure estimates,
boundary layer wind ratio and vertical wind speed. It also displays
these parameters in real-time and historical mode XY plots.
The image on the right shows the Real-Time Reconnaissance Data Display operating in
storm relative mode.
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AAMPS Real-Time Display
The AAMPS Real-Time Data Display Application is a
web-based, platform independent graphical display that allows users
to visualize historical and live data generated by the AAMPS system.
It can display up to 32 simultaneous plots, each with its own set of
plotted parameters. The application produces several different plot
types. The various property controls for each individual plot and each
data source within a plot provide for maximum customization.
The application uses the AAMPS API and message set to
receive its information about the available data parameters. It has
no hard coded information with regard to the available data. All of
the information about the data parameters - parameter names,
descriptions, data rates, units of measure, and minimum and maximum
values for each parameter are provided to the Data Display by the AAMPS
Main Data Station (MDS) at startup.
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Storm Analyzer
The Storm Analyzer System (SAS) was Remote Sensing Solutions original real-time
display application. The Storm Analizer System was initially designed for
Dr. Paul Chang at NOAA / NESDIS / ORA to acquire data from the serial 1
Hertz data stream on the NOAA WP-3D aircraft and from University of
Massachusetts instruments. The SAS distributes these data over a network
to be visualized by end users via a standard web browser.
In 2004, 2005 and 2006, the Storm Analyzer System was deployed on the
NOAA WP-3D N42RF aircraft as part of the NOAA HRD Hurricane Field
Program and the NOAA / NESDIS / ORA Ocean Winds Experiment. Two
ground-based Storm Analyzer Systems were also deployed. The
ground-based systems provided users, such as forecasters at NHC
and researchers at NOAA HRD, with real-time visualization of the
1 Hz data stream aboard the aircraft for the first time. Allowing the users to view
the aircraft data at the same time as those researchers on the
aircraft, the user was given a "virtual seat" on the aircraft despite
his/her location, which could be anywhere with internet access.
Shown on the right is a screen capture from the Storm Analyzer Data
displaying data from the NOAA WP-3D N42RF aircraft during a mission
through Hurricane Ivan on 13 Sept. 2004. The Storm Analyzer has been
superceded by the Real Time LF Data Display and AAMPS Real Time Display
applications. For more information on the
Storm Analyzer, follow the link below.
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Click to enlarge image.
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