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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!



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 >

Not All Supernovae Are Created Equal: Rethinking the Universe’s Measuring Tools

Not All Supernovae Are Created Equal: Rethinking the Universe’s Measuring Tools

6/3/2025

Rethinking the Reliability of Type 1a Supernovae   How do astronomers measure the universe? It all starts with distance. From gauging the size of a galaxy to calculating how fast the universe is expanding, measuring cosmic distances is essential to understanding everything in the sky. For nearby stars, astronomers use... Read More >

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Art & Science: Military Geospatial Engineers and da Vinci

Anonym

Geospatial engineering is the art and science of applying geographic information to enable understanding of the physical environment for military operations. The art is the ability to understand mission, enemy, terrain and weather, troops and support available, time available, civil considerations and the geospatial information available—including intent of use and limitations—to explain the military significance of the terrain to the commander and staff, and create geospatial products for decision making; the science is the ability to exploit geospatial information, producing spatially accurate products for measurement, mapping, visualization, modeling, and all types of analysis of the terrain (excerpt from ARMY TACTICS, TECHNIQUES, AND PROCEDURES NO. 3-34.80).

 

A significant part of the geospatial engineer's job requires exploitation of geospatial imagery to create visualizations and extract geographic features for maps. Some of the more common image processing operations range from basic creation of image mosaics and pan-sharpened multispectral products to advanced object-based feature extraction and creation of topographic models (e.g., hill shade and slope models). At first glance, most would agree that these operations fall soundly on the science side of the engineer's responsibilities. However, each has an art aspect that contributes to the accuracy or effectiveness of the completed product. In this way, geospatial engineers are similar to Leonardo da Vinci, blending art and science to complete their intelligence masterpiece.

 

In creating an image mosaic, the engineer must perform color balancing between images and adjust seam lines to appear invisible. With an image fusion operation like pan-sharpening, image-to-image registration must be ensured to avoid edge artifacts. Automated object-based feature extraction relies upon subjective segmentation of the image into polygonal objects and subsequent classification of these objects through the application of logical rules. Each of these steps draw on the engineer's perception of how the physical environment is represented in the imagery and their skill in creating definitions for separating one object type from another. And topographic modeling certainly demands an artistic touch with the selection of appropriate colors to distinguish high elevation areas from low, to clearly delineate slope classes and identify safe areas (e.g., green) from danger areas (e.g., red).

 

As the responsibilities of geospatial engineers expand to include the exploitation of hyperspectral data sources, the tendency will be to focus on the science. But successful geospatial engineers will continue to use a da Vincian approach with a sound balance between the art of their geospatial craft and spectral science.

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