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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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Squaring the Circle: Coming to Terms With the Earth Being Round

Viewing WGS84 Data On A Flat Screen Provides A Lot To Think About

Anonym

Sometimes when thinking about issues related to mapping and cartography, it helps to refer to a globe. I love globes. I've always liked scale models, and what could be more impressive than a miniature replica of our entire planet? We don't see the old-fashion, real-world kind of globes around as much as we used to. These days, everyone can pull up a virtual globe whenever they wish on their desktop, tablet or phone. They are useful because they allow us to better visualize geographic spaces.

 

Image from the Minnesota Historical Society, CC BY-SA 3.0

Hellenistic astronomy established the physical fact that the Earth is spherical in shape in the 3rd century BC. History credits the ancient Greek philosopher Crates with being the first to devise a globe to represent the Earth not long after. Two millennia may have passed since then, but globes have lost none of their utility, simply because a globe is the only way to represent the earth without distorting either the shape or the size of large features.

A geographic coordinate system allows us to index the world – that is to be able to specify any location on the planet with a set of coordinate values. Any point on the surface of a globe can be labelled with two coordinate values, latitude and longitude being the most common example. The key to remember is that we are discussing a point on the two-dimensional surface of a three-dimensional object such as a sphere or an ellipsoid. So latitude and longitude are angular coordinates, values that carry with them angular units, such as degrees. Latitude specifies an angle that determines how far north or south of the equator a given location is, and longitude indicates the angle that the location intersects on a circle that traverses the world in the east-west plane. We often helpfully inscribe our globes with a crisscrossed grid of constant latitude and longitude lines (parallels and meridians) called the graticule.

 

Image: Public Domain

Globes really do make things so easy to visualize the big picture. But of course, we don't typically perceive the world at such scale, but rather locally. Needless to say, our common everyday experience provides a framework that makes it appealing to model the world – or at least our little region of it – as being flat. The map is a human invention that well precedes the arrival of the globe. There is a star chart painted on the walls of the Lascaux caves that has been dated to 16,500 BC. More down to earth, geographic maps of territory existed in even the most ancient times. Traditionally, maps whether they be rendered on cave walls, parchment, paper or computer screens, are flat. For a whole lot of reasons, it's easier that way. The word "map" itself comes from the Latin term Mappa mundi, mappa having the meaning of napkin or cloth, and mundi the world. The word "map" thereby became a shorthand term referring to any two-dimensional representation of the world.

 

Image: Public Domain

Maps are incredibly powerful tools, but among all the many advantages and utilities they afford, there is a downside. Any representation of the three-dimensional globe on a flat map is going to introduce some amount of distortion which invariably will increase as the area the map represents grows larger. One of the most crucial arts practiced by the geographer is the selection of an appropriate map projection to best accommodate the purpose a given map is designed to serve. A good geographer will choose a map projection that minimizes distortion of relevant geographic characteristics for an appropriate scale and extent. And whereas a geographic coordinate system is used to index a location on the globe, a projected coordinate system will be used to find locations on a map. On the globe, coordinates specified angular values, but map coordinates represent linear quantities, associated with units such as meters or nautical miles.

 

Images by Stefan Kühn, CC BY-SA 3.0

The gold standard for geographic coordinate systems would seem to be the World Geodetic System, the latest revision of which goes by the shorthand WGS 84. This is the reference coordinate system used by the Global Positioning System, and is regularly used in applications that span cartography, geodesy and navigation. It is commonly represented by the European Petroleum Survey Group code EPSG:4326. It is this coordinate system that denominates features on global raster data sets such as Google Earth, Celestia and NASA World Wind. It is very easy to encounter data geospatially registered with this coordinate system.

It is very easy to forget that the simple act of viewing such data on a computer screen is in effect a distortion-inducing projection of the data and its geographic, spherically based coordinate system. Actually it's the simplest projection that there is, the plate carrée or geographic projection, which has been around for almost as long as globes have been. Basically, the projection lets longitude represent the x ordinate values and latitude the values along the y axis. The graticule thus forms a regular lattice of constantly spaced vertical straight lines mapping meridians perpendicularly crossed by constantly spaced horizontal lines representing parallels. This projection distorts both area and shape, rendering it of little use for most navigation or mapping applications. However, the advantage of such a particularly simple relationship between an x,y map coordinate – think image pixel – and a geographic location on Earth has made this geographic projection a standard of sorts for global raster data sets (such as those utilized by the previously mentioned Google Earth, Celestia and World Wind). Just keep in mind when dealing with a projection like this that the Earth is round; it's just convenient to sometimes imagine it as flat.

 

Image by Strebe, CC BY-SA 3.0

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