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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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3 Ways ENVI & IDL Contribute to Successful Agile Product Development

Anonym

Our engineering team has been using an Agile Software Development philosophy for a number of years now. So, we are excited to see our customers demand Agile methods to get better results faster. Building next-generation architectures for GEOINT analytics requires greater productivity and responsiveness than ever. One recent example is the eXploit Program at NGA.

As system integrators respond to programs like eXploit, they'll need to demonstrate how they will use an Agile process to rapidly deliver web-based software applications that satisfy a variety of complex GEOINT exploitation problems. They will also need to show how their development methodology is flexible enough to rapidly adapt to changing missions so that new GEOINT solutions can be inserted as fast as warfighters need them.

When it comes to rapid capability development and quick reaction to changing needs, ENVI and IDL, represent real value. There are three ways I see them contributing to successful product development using Agile.

First, ENVI contains a robust library of image processing routines that form the building blocks for more complex algorithms and workflows. Each of these routines would take days or weeks to develop with traditional languages like C or JAVA. With ENVI, you're not starting from scratch to build foundational components like file format readers or tools to perform basic raster management like subsetting, reprojection and calibration. The ENVI library also contains robust methods for analyzing multi-dimensional data sets to extract unique signatures and locate features of interest. These building blocks allow developers to focus on solving intelligence problems instead of spending their time in the weeds recreating what already exists. ENVI can get you out of the starting blocks quick and showing real progress in your first few development sprints.

Second, ENVI exposes these building blocks through a user friendly application programming interface (API) we call ENVITask. ENVITask provides the programmer with a uniform and consistent method for executing analytical processes. ENVITask is also self documenting which minimizes the need for a developer to consult the API documentation to discover what parameters the routine expects as inputs and produces as outputs. Using ENVITask, developers will spend less time iterating on code to resolve bugs or validation errors. They will also produce clean, easy-to-read, code that can quickly be modified and extended by the next person. This is important to Agile development as multiple programmers may touch the code as the program evolves.

Third, complex algorithms developed, validated and tested in the ENVI desktop development environment can easily be published as web services. Since ENVITasks share a common and consistent set of parameters and data types, it is straightforward for our ENVI Services Engine software to recognize the task and automatically generates a REST endpoint accessible by web clients. This provides great flexibility as tradecraft can be designed and perfected by small teams in the desktop environment but quickly deployed to benefit enterprise users as web applications.

Have you developed a software application using ENVI or IDL? Please chime in here to share any advantages you found with regard to your software development process.

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