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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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How Imagery Can Be Used to Assess Fire Damage: The High Park Fire

Anonym

The High Park Fire, just west of Fort Collins, Colorado, was sparked by lightening on Saturday, June 9th. At the time of this writing, the fire had burned over 58,000 acres and due to dry, hot weather, high wind conditions, and the steep topography surrounding the fire, it is only 45% contained. According to the Boulder Daily Camera there are “1,400 personnel battling the blaze, centered about 15 miles northwest of Fort Collins” and “the cost of fighting the fire is estimated at $9.1 million, according to the Forest Service.”

In the event of large disasters, such as this destructive fire, a rapid assessment of the damage is necessary to grasp the severity and extent of hard-hit areas. Responders and analysts need to easily understand and identify the scope of damaged regions and quickly create visualizations that contain useful geospatial information, reflecting conditions on the ground, in order to direct rescue team efforts. Given limited time and resources, assessing the immediate risk of damage to people and property needs to be quickly and accurately. GIS and geospatial imagery are excellent resources for effectively managing fire damage assessment activities. To assess the damage over large geographic areas, recent satellite imagery or aerial photography can be used to gain an overall understanding of the landscape. Additionally, a general idea of the magnitude of damage can be identified from geospatial data.

The overall fire area can be readily identified from satellite imagery and points on the ground, then the general boundaries can be overlaid onto a map. The power of image analysis tools can be used, even on PDF maps, to help derive new geospatial information for fire personnel, capturing the extent of fire damage or the amount of burn scarring, for example. This type of information can be extracted from imagery and used analytically in conjunction with existing datasets in a GIS framework.


A PDF map image, like the one shown above, can be viewed and processed, allowing for the isolation the fire burn regions, location of hotspots, and quantification of burn extents, or as a new data layer for further analysis. Geospatial analysis results often provide critical, time-sensitive information that can be used to update a geodatabase or to create a map for dissemination to emergency workers on the ground. After the fire has been extinguished there is still a lot of work to be done, reconstruction and damage mitigation – tearing down and rebuilding structures, removing debris, controlling for post-fire erosion conditions, etc. – will all be time intensive tasks and that require a direct and efficient application of limited resources, which can also be support with GIS applications and geospatial imagery.

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