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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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Disaster Management

Connor McKissick

Natural disasters are a growing concern in our world as their frequency and magnitude have increased exponentially. As these disasters hit more populated areas affecting more and more people, it creates an urgent need for effective tools to monitor and manage these unpredictable events. With the technological advances in satellite imagery, unmanned aircrafts, and remote sensing techniques, monitoring and managing events like floods, earthquakes, tsunamis and forest fires has become not only possible, but quite doable.

As satellites improve and advance, it is necessary for the analytic capabilities that extract information from their imagery to evolve as well. With the increase in higher resolution sensors, the number of spectral bands available, as well as the revisit rates of these satellites, the advanced analytics in ENVI have become an invaluable tool for disaster management.

I have been working closely with an amazing group at Deimos Imaging – an Urthecast company – to prototype and develop automated workflows for disaster response, in particularly flood mapping and monitoring. By processing Deimos-2’s very high-resolution imagery with ENVI®, a user can quickly extract product-ready solutions for flood mapping, flood extents, feature extraction, and change detection using temporal data.

Below are two separate examples of how ENVI was able to utilize Deimos-2 high-resolution imagery in quick turnaround environments to get accurate answers following a disaster. The first example below is of a flood of the Mosul dam in 2017. As you can see from the before and after photos, there was a large amount of flood water and debris that expanded the Snake River over a period of time, displacing residents and causing millions of dollars in damages.

After ImageryBefore Imagery

Figure 1: Extracted River water overlaid with Flood waterFigure 2: Flood water extracted After FloodFigure 3: River Water Extracted BeforeFigure 4: Mosul Dam After FloodMosul Dam Before Flood

The second example below is the earthquake that recently happened in Palu, Indonesia. On September 28th, 2018 a magnitude 4.9 earthquake struck Palu causing major ‘soil liquefaction’ in areas in and around Palu, leading to mudflows that submerged many buildings. Using ENVI’s readily available tools, I was able to extract not only the sediment contaminated flood water, but also the relative depth of that water compared to what is was before.

Palu Original ImagePalu Sediment Contaminated WaterPalu Relative Water Depth

As the number and severity of natural disasters continue to increase, so too will the need for effective ways to manage and monitor them. Deimos high-resolution imagery and ENVI’s analytics is one way to improve situational awareness of a natural disaster and provide actionable information to the right people, at the right time. Learn more about our Disaster Management solutions.

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