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groomed. Another grooming manufacturer, PistenBully, has             THE EVOLUTION OF 3D MAPPING
its own slope management system called SNOWsat, which
uses differential GPS in conjunction with 3D mapping for             As mentioned, in addition to the cost-savings related to 3D
snow depth measurement.                                              mapping at ski areas, the technology has another compelling
                                                                     benefit: providing an exact sense of how the resort looks
    “Combining LIDAR and snow-depth sensor technol-                  and feels without actually being there in person. In 2013,
ogy can help resorts measure undulations down to the inch,”          when Google announced it had made 3D maps of 38 US ski
Panarisi said. “We’re not completely there yet at Stratton,          areas available on Google Maps (http://3dskimaps.com), one
but we’re getting really close. There’s no software that over-
laps snow sensors and LIDAR, so we’re kind of extrapolating              WHAT IS LIDAR?
on our own.” Using the technologies, Panarisi runs reports of
every grooming pass, along with color-coded readouts of the                    LIDAR, which stands for Light Detection and Ranging, is
snowpack. “Every pass you make, you get a strip. Depending                     a remote sensing method that uses light in the form of
on the width of the run, you can get anywhere from 20 to                       a pulsed laser to measure ranges (variable distances) to
100 strips to study,” he added.                                                the Earth. These light pulses—combined with other data
                                                                               recorded by the airborne system—generate precise,
    That real-time information lets him quickly identify high traf-            three-dimensional information about the shape of the
fic areas that may benefit from additional snowmaking or groom-                 Earth and its surface characteristics.
ing, and is especially effective when planning the resources and
manpower he needs to allot each season to build his terrain park.              A LIDAR instrument principally consists of a laser, a
                                                                               scanner, and a specialized GPS receiver. Airplanes
    “As long as you’re not moving your terrain park to a new                   and helicopters are the most commonly used
trail every year, you can use 3D mapping and GPS to dial in                    platforms for acquiring LIDAR data over broad areas.
all the coordinates for how many acre feet of snow you need,                   Two types of LIDAR are topographic and bathymetric.
how long you need to blow snow, and how many man-hours                         Topographic LIDAR typically uses a near-infrared
it’s going to take to push all those [snowmaking] whales out,”                 laser to map the land, while bathymetric uses water-
said Panarisi. “Nothing’s worse than moving the guns, push-                    penetrating green light to also measure seafloor and
ing out the snow, and finding out you didn’t make enough…                      riverbed elevations.
so most resorts overdo it, and that’s the expensive part.”
                                                                               LIDAR systems allow scientists and mapping
    As for the upfront costs and in-house expertise to use                     professionals to examine both natural and manmade
LIDAR, the information is free for Stratton and other areas                    environments with accuracy, precision, and flexibility.
in Vermont to access. Vermont’s LIDAR Initiative was cre-                      NOAA (National Oceanic and Atmospheric
ated to “democratize” and share the availability of the state’s                Administration) scientists are using LIDAR to produce
topographical mapping data. And high-resolution LIDAR                          more accurate shoreline maps, make digital elevation
mapping can also be publicly accessed in many other states,                    models for use in geographic information systems,
courtesy of the US Geological Survey and your tax dollars.                     assist in emergency response operations, and in many
                                                                               other applications.
    But in terms of whether other Vermont or US ski areas are
taking advantage of 3D mapping to cut their snowmaking and               HOW IS LIDAR DATA COLLECTED?
grooming expenses, Panarisi said, “I’m hearing more discussions
about it, but I couldn’t tell you who else is making the commit-               When an airborne laser is pointed at a targeted area on
ment. I think there’s always going to be a sense of proprietary                the ground, the beam of light is reflected by the surface
knowledge to some of this stuff, and you definitely need your                  it encounters. A sensor records this reflected light to
senior team’s support to purchase something like the snow sen-                 measure a range. When laser ranges are combined with
sors, which in our experience quickly paid for themselves.”                    position and orientation data generated from integrated
                                                                               GPS and Inertial Measurement Unit systems, scan angles,
    The snow sensors cost Stratton $25,000 to $30,000                          and calibration data, the result is a dense, detail-rich group
per machine, and the resort also took advantage of incen-                      of elevation points, called a “point cloud.”
tives offered by the electric utility through the state-wide
Efficiency Vermont energy-savings initiative. “Other states                    Each point in the point cloud has three-dimensional spatial
have similar programs, and it’s well worth finding out if                      coordinates (latitude, longitude, and height) that correspond
they’ll help pay for these upgrades,” Panarisi said. (Read                     to a particular point on the Earth’s surface from which a laser
more about the program in the article “The Great Snow                          pulse was reflected. The point clouds are used to generate
Gun Roundup: Efficiency Vermont Sparks Statewide                               other geospatial products, such as digital elevation models,
Megawatt Savings,” Convention Issue 2015.)                                     canopy models, building models, and contours.

                                                                               Courtesy of the National Oceanic and Atmospheric
                                                                               Administration, http://oceanservice.noaa.gov/facts/
                                                                               lidar.html, August 4, 2015.

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