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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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Save Time and Effort by Organizing Your Data with Jagwire

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Entry 1 in Blog Series: Getting to Know Jagwire

Performing detailed Geospatial Analysis is a complex and time consuming activity. Applicable data can vary greatly in size and complexity, from Multi-Spectral Satellite imagery covering many spectral bands and weighing in at up to gigabytes per image, to High Definition video collections covering hours of flight time, to compact vector and feature based data, small in size, but powerful in content.

For the scientist or analyst, organizing these vast collections of data can quickly become a time consuming and unrewarding chore. Jagwire provides a central repository for all of your Geospatial Data, storing and organizing the data, thus removing this burden from the user Once equipped with Jagwire, users are able to formulate coherent questions and queries about their data, such as:

  • Do I have any LiDAR or Digital Elevation Model(DEM) coverage of this area?
  • Do I have any images that cover this area before and after a significant event took place?
  • Find me all the vector data that occurs within the footprint of this image.
  • Find me IR band video covering this location between the hours of 4 and 5 pm.

The ability to ask these sorts of questions about a datastore serves to jumpstart the work of the scientist or analyst, allowing them to skip over painful data organization tasks and move directly to the more important work that demands their time and focus.

Jagwire offers several differentiating features as a data archive system. One powerful feature is the ability to Federate searches between different Jagwire nodes. If you have different Jagwire nodes set up at different sites, a single search can look across all connected archives, giving the users a seamless way to share their data stores.

Further, Jagwire offers considerably enhanced search precision according to temporal and spatial criteria. Consider the following case, wherein the data product is a full motion video collection, which moves in and out of the desired query area over time.

Most video archive systems would segment the incoming video stream into several clips of a given duration (segments 1 through 5 above). Then, when a spatial query is issued, the system would return the entirety of clips 1 through 5, as each clip has some segment that falls within the given spatial criteria.

Jagwire’s more precise spatial search criteria would provide the user with exactly and only that data which matches their request. The response would come as two consolidated clips, the first clip beginning approximately halfway through clip 1 and ending a quarter of the way into clip 3. The second would begin partway through clip 4 and end through clip 5. In this way, Jagwire provides the user with a set of consistent video streams, and limits the data returned to exactly and only what the user requested.

 

Entry 2 in Blog Series: Disseminate your Geospatial Data with Jagwire >

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