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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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Integrating LiDAR Analysis into your GIS

Anonym

With the International LiDAR Mapping Forum (ILMF) coming to Denver, I think it’s important to revisit the value that LiDAR brings to the GIS user. According to Wikipedia, Light Detection and Ranging (LiDAR) is an optical remote sensing technology that can measure the distance to, or other properties of, targets by illuminating the target with laser light and analyzing the backscattered light. In the GIS industry, LiDAR can be deployed from ground, airborne, or space-based resources to very accurately measure location and height information of various targets. Although costly, LiDAR has gained ground over the years as a go-to technology for GIS analysts who are in need of extremely accurate height measurements, and can be used for everything from developing elevation models, mapping rooftops, assessing utility right of way, and more.

LiDAR GIS
LiDAR Provides Meaningful Information to your GIS

As LiDAR becomes more widely used in the GIS industry, the integration of the information gleaned from LiDAR data into more robust GIS databases is of increasing importance. Many software packages such as ArcGIS® and ENVI have robust LiDAR analysis capabilities to assist in the LiDAR/GIS integration. With its release in Q1 of 2013, ENVI LiDAR allows for automatic extraction of tree, building, building perimeter, power line, and power pole features along with an orthophoto, Digital Elevation Model (DEM), DEM Contours, Digital Surface Model (DSM), and a terrain triangulated irregular network (TIN) directly from your point clouds while providing one-click export of those features and data directly into ENVI or ArcGIS. This is important as it allows the end-user to enhance their two dimensional data and vector layers with three-dimensional information. With ENVI LiDAR, two clicks of a mouse can literally extract all of the above mentioned data and export it directly into your ArcGIS desktop instance for further analysis.

LiDAR GIS
ENVI LiDAR Features in ArcGIS

With the upcoming release of ENVI LiDAR and its enhanced Application Programming Interface (API), LiDAR analysis has also been web-enabled. This means that the extraction capabilities of the product are now extendable by web technologies via the API. Batch jobs can be run remotely and the processed data can be placed in shared locations for further analysis or dissemination on the web. The API also allows for consumption of online content within the ENVI LiDAR interface such as the Google Maps API and the Esri Web API’s. This means that you can leverage the benefit of non-LiDAR data directly in your LiDAR mapping interface.

LiDAR has been around for quite some time, however the availability of free or low cost data is increasing, making the benefits of LiDAR analysis accessible to more and more GIS users. As this technology becomes more prominent in the industry, it will be important for GIS software to continue to stay up to date on new developments in the analysis and dissemination of information from LiDAR. What are your thoughts? Do you think LiDAR is still too costly to be used by the majority of GIS analysts? What do you use LiDAR for? Come see me present on our new LiDAR technologies at ILMF on Tuesday, February 12th in Denver!

LiDAR GIS
LiDAR Point Cloud in ENVI LiDAR

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