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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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Configuration Management and Enterprise GIS

Anonym

With the Esri Federal GIS conference right around the corner, it seems like a good time to look forward and examine what government GIS leaders will be focusing on this year, and what key pieces of information they will be looking to take away from the conference. For one thing, federal GIS professionals will be looking to doing more with less this year and searching for ways to increase efficiency.

Certainly one of the most advantageous ways to do this could be to move GIS and image analytics services to existing enterprise infrastructures. With this technique services can be consolidated at the enterprise level. This centralization will not only reduce the overhead associated with managing the IT infrastructure, but it also allows for another key benefit - ease of executing configuration management on an organization’s vetted workflows and products.

First off, a quick summary of configuration management (CM), Wikipedia informs us that “CM is the practice of handling changes systematically so that a system maintains its integrity over time”. Applying this to image analytics and GIS workflows, the ‘configuration’ refers not so much to the hardware and software components of a system, but rather to the data sources, metadata, workflow, and processing settings.

For complex image analytics and GIS workflows a GIS professional might have hundreds of possible adjustments or settings at their disposal. If different users make use of differing settings, the results can vary widely. We’ve all heard the saying… “garbage in…garbage out…”.

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This flexibility in configuring the workflow and processing settings should not be viewed negatively, as it is absolutely required. Subject matter experts are fully aware of the effects they are introducing by performing these adjustments, and they require this flexibility to ensure the best product possible is obtained. However, in many cases, once a workflow has been finalized by subject matter experts, the settings can remain unchanged for future executions with different source data.

Within a configuration management process, once the settings have been formally accepted by an organization, they are then entered into the organization’s configuration management system and deployed to the enterprise. It is expected that things may change with time, and that is partially why the practice of configuration management exists - to properly vet, test, and control the release of these evolutionary changes.

It is at this deployment phase of the configuration management cycle, where the ‘enterprise’ aspect of enterprise image analytics and GIS can shows its value. The vetted workflow, with the CM approved settings, can be essentially released simultaneously to all enterprise users, by moving the service and approved settings to the enterprise infrastructure. ENVI Services Engine can streamline the transition from the desktop, where the services are created and refined, to the enterprise, where the approved configuration managed services are implemented. In terms of efficiencies - once deployed at the enterprise level, all users, even those who are not subject matter experts, can perform complex, proven image and GIS analytics to achieve accurate results. As the service is deployed at one centralized location, it does not need to be pushed out separately to all the desktops within the organization. This centralization greatly eases the process of implementing changes to the approved configuration baseline.

So back to the Federal GIS conference. How do you see the practice of configuration management being used for image analytics and GIS in your organization? Are you excited to learn about configuration management or enterprise implementation at this years’ conference?

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