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NV5 Geospatial Blog

Each month, NV5 Geospatial posts new blog content across a variety of categories. Browse our latest posts below to learn about important geospatial information or use the search bar to find a specific topic or author. Stay informed of the latest blog posts, events, and technologies by joining our email list!



Deploy, Share, Repeat: AI Meets the Analytics Repository

Deploy, Share, Repeat: AI Meets the Analytics Repository

10/13/2025

The upcoming release of ENVI® Deep Learning 4.0 makes it easier than ever to import, deploy, and share AI models, including industry-standard ONNX models, using the integrated Analytics Repository. Whether you're building deep learning models in PyTorch, TensorFlow, or using ENVI’s native model creation tools, ENVI... Read More >

Blazing a trail: SaraniaSat-led Team Shapes the Future of Space-Based Analytics

Blazing a trail: SaraniaSat-led Team Shapes the Future of Space-Based Analytics

10/13/2025

On July 24, 2025, a unique international partnership of SaraniaSat, NV5 Geospatial Software, BruhnBruhn Innovation (BBI), Netnod, and Hewlett Packard Enterprise (HPE) achieved something unprecedented: a true demonstration of cloud-native computing onboard the International Space Station (ISS) (Fig. 1). Figure 1. Hewlett... Read More >

NV5 at ESA’s Living Planet Symposium 2025

NV5 at ESA’s Living Planet Symposium 2025

9/16/2025

We recently presented three cutting-edge research posters at the ESA Living Planet Symposium 2025 in Vienna, showcasing how NV5 technology and the ENVI® Ecosystem support innovation across ocean monitoring, mineral exploration, and disaster management. Explore each topic below and access the full posters to learn... Read More >

Monitor, Measure & Mitigate: Integrated Solutions for Geohazard Risk

Monitor, Measure & Mitigate: Integrated Solutions for Geohazard Risk

9/8/2025

Geohazards such as slope instability, erosion, settlement, or seepage pose ongoing risks to critical infrastructure. Roads, railways, pipelines, and utility corridors are especially vulnerable to these natural and human-influenced processes, which can evolve silently until sudden failure occurs. Traditional ground surveys provide only periodic... Read More >

Geo Sessions 2025: Geospatial Vision Beyond the Map

Geo Sessions 2025: Geospatial Vision Beyond the Map

8/5/2025

Lidar, SAR, and Spectral: Geospatial Innovation on the Horizon Last year, Geo Sessions brought together over 5,300 registrants from 159 countries, with attendees representing education, government agencies, consulting, and top geospatial companies like Esri, NOAA, Airbus, Planet, and USGS. At this year's Geo Sessions, NV5 is... Read More >

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Remote Sensing of Light Pollution Near U.S. National Parks

Anonym

With the 100th anniversary of the U.S. National Park Service in 2016, I have been wanting to get out and visit more national parks this year. A few weeks ago I spent some time in Great Basin National Park. Its remote location provided the bluest sky I had ever seen and a rare chance to see the Milky Way and thousands of bright stars.

Sadly, the ability to view clear night skies in the way that our ancestors did is becoming a rare commodity as air and light pollution increase. In this article I will talk briefly about light pollution specifically, and how we can use remote sensing to see its effects on a large geographic scale. I will show how I used ENVI to map national park boundaries relative to nearby light sources detected from satellite imagery.

National Park Service photo / Jacob W. Frank

Light pollution is an excessive brightening of the night sky caused by artificial light that emits upwards or sideways. Air pollution particles also increase the scattering of light at night. If you live in a big city like I do, it is difficult to pick out even a few stars at night. Throughout the last few decades, light pollution has encroached upon remote lands, including national parks. As this National Park Service web site explains, starry skies are becoming an “endangered resource.”

Researchers have traditionally used sky quality meters and photodiode devices to measure night-sky illuminance in specific locations. However, in recent years, satellite cameras have been used to look downward at Earth to analyze the global effects of light pollution over time. From 1992 to 2012, the Defense Meteorological Satellite Program (DMSP) provided nighttime lights imagery. From 2012 to present, the Suomi-NPP Visible Infrared Imager Radiometer Suite (VIIRS) sensor has provided even more detailed imagery of night lights.

NPP VIIRS has a Day/Night Band (DNB) product that can detect lights, glas flares, auroras, and even wildfires from space. I used the NOAA CLASS website to download NPP VIIRS Near Constant Contrast (NCC) data, which is derived from the DNB product. DNB radiance values are converted to a reflectance-like value that offers a better visual interpretation of light sources at night. 

Here is a screen capture taken with ENVI 5.3 that shows NCC imagery along with a shapefile of national park boundaries (in red). I restricted the analysis to western continental U.S. parks:

Click on the thumbnail images below to see each park in closer detail. I labeled major cities and petroleum sites in white. Major roads are colored green. Park boundaries are colored red. For comparison, the scale is the same among all the images (1:625,000), as well as the image stretch.


Badlands/Wind Cave

Big Bend

Black Canyon of the
Gunnison

Capitol Reef/Arches/
Canyonlands

Channel Islands

Crater Lake

Death Valley

Glacier

Grand Canyon

Great Basin

Great Sand Dunes

Carlsbad Caverns/
Guadalupe Mountains

Joshua Tree

Kings Canyon/Sequoia

Lassen Volcanic

Mesa Verde

Mount Rainier

North Cascades

Olympic

Petrified Forest

Pinnacles

Redwood

Rocky Mountain

Saguaro

Theodore Roosevelt

Teton/Yellowstone

Yosemite

Zion/Bryce Canyon

One thing you may notice is an absence of lights within park boundaries.The National Park Service has programs in place to preserve the natural lightscapes of the national parks. These efforts attempt to minimize the intrusion of artificial light into the ecosystems of parks.

From looking at these maps, you can see why some parks are better suited for viewing the night sky. They are far from populated areas:

  • Arches
  • Badlands
  • Big Bend
  • Bryce Canyon
  • Canyonlands
  • Capitol Reef
  • Crater Lake
  • Death Valley
  • Glacier
  • Grand Canyon
  • Great Basin
  • Yellowstone

Others are potentially affected by major sources of nearby light pollution:

  • Carlsbad Caverns
  • Channel Islands
  • Guadalupe Mountains
  • Pinnacles
  • Saguaro
  • Theodore Roosevelt

Satellite imagery gives us a unique perspective on viewing the effects of light pollution over time. To learn more about this subject, please see the resources below.

Resources

Davis, L., "10 Spectactular Parks for Stargazing." National Parks Conservation Association (2014). https://www.npca.org/articles/378-10-spectacular-parks-for-stargazing. Accessed April 2016.

“Night Skies.” National Park Service (2015). http://www.nature.nps.gov/night/index.cfm, Accessed April 2016.

“Remote Sensing with Nighttime Lights", Remote Sensing special issue, Vol. 7 (2015), C. Elvidge, editor. 

The National Park Boundary dataset was provided by the Earth Data Analysis Center (EDAC), Resource Geographic Information System (RGIS), University of New Mexico. Data retrieved from https://www.data.gov/.

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