And, with the help of researchers at Carnegie Mellon
University's Robotics Institute in Pittsburgh, working with colleagues at
Google and the U.S. Geological Survey (USGS), the public is now able to easily
explore that growth with 13 years of the U.S. National Aeronautics and Space
Administration's (NASA) Landsat imagery of the Earth's surface using the Google
Earth Engine.
This new capability within Google Earth Engine enhances
the public's ability to view the massive amount of imagery collected by the
Landsat program between 1999 and 2011. Users can watch a time-lapse animation
of these 13 years of imagery for any place, zoomed in to almost any vantage
point on a map.
This "time-exportable" map can only be viewed in
Google's Chrome and Apple's Safari web browsers (To get at it, go to Google Earth
Engine, click through to one of the featured galleries, and a link
"Explore Map" will appear below, taking you to the map).This enables
anyone to see the rapid creation of Doha Metropolitan area, the sprouting of
artificial islands at the Palm Dubai and the urbanization of the desert
throughout Abu Dhabi, as well as the growth of many other megacities in the
region like Istanbul or Tehran.
For the past 40 years, the Landsat program has
continuously collected imagery of the Earth's surface and, since 2008, the USGS
has made that imagery available free to the public. But accessing that data —
measured in petabytes, or quadrillions of bytes — has long been cumbersome,
said Randy Sargent, a system scientist at Carnegie Mellon's Robotics
Institute's CREATE Lab in Pittsburgh and a visiting researcher at Google.
Google has improved access by building the largest library
of Landsat imagery on hard-drive storage, Sargent said. Google Earth Engine has
already amassed more than 1.5 million Landsat images of Earth and this is
growing by thousands of images per day as new satellite data is collected.
The new tool for Earth Engine, based on Carnegie Mellon's
GigaPan Time Machine technology, takes this access to another level. When
combined with Google Earth Engine's massively parallel computation power, the
Landsat image archive is transformed into a set of seamless, zoomable videos
easily accessible from a modern Web browser.
"The sheer volume of visual data is daunting to
explore by conventional means," said Rebecca Moore, engineering manager of
Google Earth Engine. "Together we can now offer an intuitive, effortless
method to explore the planet in space and time."
Google, NASA and Carnegie Mellon previously collaborated
to create GigaPan, a technology for capturing a mosaic of hundreds or thousands
of digital pictures and stitching those frames into panoramas that be
interactively explored via computer.
GigaPan Time Machine, developed with Google's support,
took advantage of the HTML5, a markup language for structuring and presenting
content for the World Wide Web, incorporated into such browsers as Google
Chrome to extend GigaPan into the realm of video. Sargent, along with CMU
colleagues Paul Dille and Chris Bartley, developed algorithms and software
architecture that made it possible to shift seamlessly from one video portion
to another as viewers zoom in and out of the imagery.
One of the first applications of the Time Machine
technology was to 12 months of imagery from NASA's Moderate Resolution Imaging
Spectroradiometer, or MODIS, satellites. Sargent said the success of that
project led directly to the effort to create a tool for accessing Landsat and
other satellite imagery available through Google Earth Engine.
Sargent predicted that the enhanced access to satellite
imagery will help ground public discussions about land use, climate change and
environmental policy.
"You can continue to argue about why deforestation
has happened," he explained, "but you no longer will be able to argue
whether it happened."
"Exploring the data is now much faster — hundreds of
times faster than it used to be," he added. "That leads to
discoveries. That leads to making connections."
In addition to Sargent, Dille and Bartley, computer
science student Richard Hofer, Robotics Institute intern Saman Amirpour and
Illah Nourbakhsh, professor of robotics and director of the CREATE Lab, have
contributed to this project. They are continuing to work with Google scientists
to increase access to additional imagery from Landsat and other satellite programs.
The Robotics Institute is part of Carnegie Mellon's School
of Computer Science, who oversees an undergraduate degree program at Carnegie
Mellon University in Qatar.
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