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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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Is there an App for that?

Anonym

What does it really mean to “Exploit” imagery – or how about the definitions of “Data analytics”, “Server-side processing”, “Cloud computing”, “Web-enabled OGC services”, please – somebody stop me!  These terms are uttered with such frequency that I often find myself wondering – what is the ultimate goal we are trying to achieve?  Are we trying to coerce hidden objects to be visually obvious; apply fancy algorithms to eliminate haze; identify linear features in remote areas?

Of course all of these things (and many more) are true. And recently I’ve had an epiphany in terms of the meanings to these phrases, the same way those newer, faster, smarter algorithms are developed,  is the same way that our analytics are modernized, and so are our ways to implement these modernizations.  What this means is that geospatial information access is available via hundreds of thousands of handheld devices to foresters in the field, soldiers on the ground, and sailors at sea.

The first step in this modernization has already occurred in bringing the analytics to the data. This way, big data and data analytics are literally coexisting in powerful processing environments. The next step is to define the discrete tools – or apps – to exploit this information and bring solutions to real-world problems and answers to real-world questions.

In reference to the NGA app store, more than 150 different apps – or discrete processing tools – are already available for their users to consume. Many of these apps are created internally – although access to large geodatabase repositories via open standards enables external developers to create consumable analytics.  The vision to grow these capabilities is to “create apps for the cloud, put them up there, verify that the apps work as intended, and then let the analysts and people choose the apps that they want.”

From what I have seen to date, applications like line of sight analysis, vegetation delineation, object identification, atmospheric correction, and many others have barely scratched the surface of what is possible. I think about the every-day desktop applications and some of the challenges related to desktop processing power and limited data access. I truly believe the possibilities are endless when it comes to the next generation of web-enabled image analytics. What apps are you working on or working with?

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