As the state geologist for Arizona, Lee Allison knows granite from sandstone, a syncline from an anticline. But he has lacked the ability to look through rocks to visualize the inner workings of the Earth.
In the past year, Allison has been using a Microsoft Research-developed tool called Layerscape. Based on the popular WorldWide Telescope, also developed by Microsoft Research, Layerscape is a cloud-based instrument that enables earth scientists to analyze and visualize massive amounts of data. With Layerscape, scientists can create three-dimensional virtual tours of the Earth; explore new ways of looking at Earth and oceanic data; and build predictive models in areas such as climate change, health epidemics, and oceanic shifts.
In Arizona, Allison is using Layerscape to create detailed models of the states landscape to help policymakers create ways to manage groundwater, map geothermal resources, and more.
With Layerscape, we can look not only across the surface and bring in all the geologic maps, he says. Were also bringing in the subsurface datathe millions of boreholes, water wells, oil and gas wellsand looking down in 3-D and bringing that information together to create a 3-D visualization that we've never been able to do before.
Layerscape is giving us a visualization capability to show decision-makers, to show industry, to show the public how to use this scientific data and what the implications of it are to their lives.
WorldWide Telescope, which launched in 2008, gives users an observatory housed within a PC. But it always was more than a way to explore space. It also offered a trove of information drawn from scholarly publications and databases, giving users detailed information about nearly any astronomical body.
Layerscape, says Rob Fatland, Microsoft Research Connections research program manager and Layerscape evangelist, builds on that approach in the service of earth sciencesgeology, climatology, oceanography, glaciology, and other disciplines devoted to studying our planet.
One of the big challenges for the environmental scientist is managing the flow and the visualization of research data, Fatland says. Layerscape uses the power of a PCs graphics processor to visualize large amounts of data in space and in time. It can be used to render 3-D visualizations from data sets such as historical surface-temperature measurements, chlorophyll concentration, seismic activity, greenhouse-gas diffusion, sea-ice extent, wind patterns, ocean pHeven the drift of Saharan dust as it fuels plankton blooms across the surface of the Atlantic Ocean with nitrogen and iron.
It gives scientists a way to generate a story about their datato visualize and tell stories around complex data sets, Fatland says. Its like youre given the camera and lighting and a film crew, and you can change the story and edit it any way you wish.
Fatland has created a webpage with demonstrations of Layerscapes capabilities, such as the way it enabled one contributor to visualize earthquake activity near Samoa and Japan.
Layerscape was first shown in beta version in San Francisco during Decembers meeting of the American Geophysical Union (AGU). On Feb. 16, it was released, incorporating feedback received after the AGU meeting.
Layerscape will provide scientists and researchers from multiple earth-science disciplines with three key features:
-- One is a cloud-based browser that provides an enormous database of Earth and oceanic imagery from Bing and NASAs Blue Marble project. It also gives users an ability to visualize complex data sets with 3-D spatial-dimensional mapping, as well as mapping images across time. Layerscape also enables the creation of complex visual images based on WorldWide Telescopes authoring capability.
-- A second important element of Layerscape is that it provides a Microsoft Excel add-in to connect to WorldWide Telescope. Most researchers already know and use Excel, and the add-in takes advantage of Excel features such as using formulas and capturing viewpoints. Scientists also can also import significant data sets from other formats, as well as proprietary modeling tools or more advanced computational tools.
-- Lastly, Layerscape helps create an online community for earth scientists. Users can publish their visualizations, stories, data, and metadata. And they can share content and tours in community-based forums with 12 distinct categories, including Atmosphere, Climate, Earth Surface, and Oceans & Rivers.
Collaborators Quick to Find Value
In Arizona, for instance, geologists have records of essentially all earthquakes that occurred during the past 150 years. By importing that data to Layerscape, Allisons team quickly created an animated visualization of those earthquakes, by location and intensity.
That has really been an eye-opener for the geologic hazards community, he says. Theres a common perception that Arizona isnt Californiawe dont have earthquakes in Arizona. But we really do have a hazard here, and Layerscape is helping demonstrate that for us.
Allison, and the Arizona Geological Survey he directs, were among the approximately 30 collaborators working with Layerscape to show its capabilities before the release. Another collaborator has been the Monterey Bay Aquarium Research Institute, located in Moss Landing, Calif. There, James G. Bellingham, chief technologist, has been using Layerscape to solve what he calls the incredible detective story of understanding the worlds oceans and their role in climate.
Today, ocean scientists such as Bellingham are collecting enormous amounts of data about the ocean by deploying autonomous underwater vehiclesessentially, underwater robots that can take video and can measure temperature, salinity, chemistry, and currents.
Managing that growing amount of data is a challenge.
In the past, Bellingham says, the way we visualized data was we created a plot, we printed it on a paper, we put it on the wall, we thought about it.
Manipulate and Visualize
But now he uses Layerscape to manipulate and visualize the data.
What Layerscape lets us do is interact with the data and explore these data sets, Bellingham says. Sometimes, were really more interested in a story, and Layerscape helps us tell stories. Its becoming one of the tools that we use now for exploring these data sets, which are not just three-dimensional, but also four-dimensional over time.
He also is collaborating with Fatlandwhose background is in earth scienceson an instrument package that will measure the DNA and RNA of marine organisms as they drift through the ocean.
Our question is: How do these organisms respond to the changing ocean environment? Bellingham says. And can we actually see, in a visual way, how these organisms are distributed? Thats what Rob is helping me work out with Layerscape.
Mark Abbott, dean of the College of Earth, Ocean, and Atmospheric Sciences at Oregon State University, is another ocean scientist collaborating with Microsoft Research on Layerscape. He sees great potential in Layerscapes ability to handle diverse, complex data while also creating new opportunities for collaboration.
Layerscape offers the opportunity, Abbott says, to look at a whole range of variables and overlay them in space and, eventually, in timeso you can see how these ocean landscapes change and respond to changes in the environment, such as climate change and the increasing acidification of the oceans.
Get It Now
Layerscape is available as a free download to run in conjunction with WorldWide Telescope.
We believe the earth sciences are an important space in research, and we know that, for most researchers, money is tight, Fatland says. We believe these people are worth supporting.
Although downloadable by anyone, Layerscape is aimed primarily at scientists, who can sample the program and provide more feedback. That will help Microsoft Research build features in preparation for a future release.
Certainly, if the success of WorldWide Telescope is any indication, Layerscape in time will prove popular with the public as well as the scientific community. WorldWide Telescope has been downloaded 4 million times and is used by researchers and educators, as well as people simply interested in exploring space from their desktop.
Using Layerscape, that exploration now extends to a planetour ownthat is well-known to most people, but not really well-understood.
Explore further: Free tool kit to assist big-data scientists