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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!



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 >

Using LLMs To Research Remote Sensing Software: Helpful, but Incomplete

Using LLMs To Research Remote Sensing Software: Helpful, but Incomplete

5/26/2025

Whether you’re new to remote sensing or a seasoned expert, there is no doubt that large language models (LLMs) like OpenAI’s ChatGPT or Google’s Gemini can be incredibly useful in many aspects of research. From exploring the electromagnetic spectrum to creating object detection models using the latest deep learning... Read More >

From Image to Insight: How GEOINT Automation Is Changing the Speed of Decision-Making

From Image to Insight: How GEOINT Automation Is Changing the Speed of Decision-Making

4/28/2025

When every second counts, the ability to process geospatial data rapidly and accurately isn’t just helpful, it’s critical. Geospatial Intelligence (GEOINT) has always played a pivotal role in defense, security, and disaster response. But in high-tempo operations, traditional workflows are no longer fast enough. Analysts are... Read More >

Thermal Infrared Echoes: Illuminating the Last Gasp of a Dying Star

Thermal Infrared Echoes: Illuminating the Last Gasp of a Dying Star

4/24/2025

This blog was written by Eli Dwek, Emeritus, NASA Goddard Space Flight Center, Greenbelt, MD and Research Fellow, Center for Astrophysics, Harvard & Smithsonian, Cambridge, MA. It is the fifth blog in a series showcasing our IDL® Fellows program which supports passionate retired IDL users who may need support to continue their work... Read More >

A New Era of Hyperspectral Imaging with ENVI® and Wyvern’s Open Data Program

A New Era of Hyperspectral Imaging with ENVI® and Wyvern’s Open Data Program

2/25/2025

This blog was written in collaboration with Adam O’Connor from Wyvern.   As hyperspectral imaging (HSI) continues to grow in importance, access to high-quality satellite data is key to unlocking new insights in environmental monitoring, agriculture, forestry, mining, security, energy infrastructure management, and more.... Read More >

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Why LiDAR?

Anonym

Next week, the International LiDAR Mapping Forum (ILMF) will be taking place in Denver, Colorado. ILMF is a three-day technical conference and exhibition focused on airborne, terrestrial, and bathymetric LiDAR. While all conferences are exciting, I am particularly pumped for this one because new developments in LiDAR technologies seem to be happening at an astoundingly rapid rate. Advancements in what can be done with LiDAR are being driven by the increasing availability of data from a variety of sources. NOAA’s Digital Coast data center and NSF OpenTopography are just a couple of my favorite places to access freely-available datasets that have been collected from a number of different sources. What’s exciting about where we are with LiDAR technology is that while the richness of the data has long been understood, the ability of software applications to extract useful information wasn't always what it is today. And the future is looking even brighter. The ability of software applications to extract useful data that can be applied to real-world situations seems to be increasing at an exponential rate. This information is beginning to play a larger role in many sectors, including coastal zone mapping, disaster response, utility asset management, precision agriculture, oil and gas operations, and numerous GIS applications.

To me, understanding why the use of LiDAR is spreading so rapidly is as simple as comparing the information that can be extracted from LiDAR to other, more traditional, forms of data that LiDAR is quickly replacing. Let’s take the simple example of a Digital Elevation Model (DEM). Anyone who has ever taken an introductory GIS course has likely worked with a DEM from the National Elevation Dataset (NED) produced by the United States Geological Survey (USGS). NED data are available nationally (except for Alaska) at resolutions of approximately 10 meters and 30 meters. If you’re lucky, you might be working in one of the limited areas in which DEMs are available at approximately 3-meter resolution, but I personally have never been so lucky. Data sources for the NED 10-meter and 30-meter resolution DEMs are typically a combination of cartographic contours, mapped hydrography and stereo-pair photography. Here’s what a hill shade of Meteor Crater in Arizona created from a 10-meter resolution USGS DEM looks like as visualized using the 3D Viewer in ENVI.

Now, let's contrast that with a hill shade created from a DEM generated using high-resolution point-cloud LiDAR data. The hill shade of Meteor Crater pictured below was created using a 0.5-meter resolution DEM that was in turn generated from point-cloud LiDAR data downloaded freely from NSF OpenTopography.

Notice a difference? This is just one example of how LiDAR data is beginning to change the way we are able to view and analyze our world. More accurate DEMs can provide better results when performing slope analysis, generating viewshed information, and determining the amount of erosion and deposition that has occurred when comparing multi-temporal datasets. And this is just the tip of the iceberg. LiDAR offers the ability to extract far more information than just elevation data and the results are typically very accurate. Increased accuracy leads to better results, which in turn leads to better decision-making and reduced costs for you, your employer, your university and/or your government.

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