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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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Image Analysis in the Cloud

Anonym

As more and more GIS functionality is hurled into the cloud, it is only natural that this technology will move beyond simple search and discovery of data onto more advanced geo-processing capabilities. When the Open Geospatial Consortium (OGC) first released the Web Map Service (WMS) spec in 2000, it defined a new way for online GIS users to share data over the web. Subsequent releases of standards such as Web Feature Service (WFS), Web Coverage Service (WCS), Web Processing Service (WPS), and Web Coverage Processing Service (WCPS) have moved the industry forward by leaps and bounds, and given GIS developers common ground to stand on when gathering, analyzing, and disseminating information.

 

The advent of cloud computing and it’s adoption by the geospatial industry, combined with some of the newer specs such as Esri’s GeoServices REST Specification, have made it even easier to host and run advanced image analysis functionality in the cloud. Furthermore, adoption of standards by large entities such as NGA, and the guidance provided by entities such as OGC have created a new push for analysis functionality that leverages open standards while maintaining middle-ware agnostic interoperability. Several companies are building such functionality, and the potential rewards for the community are great.

The move of technology into the mainstream often necessitates a simpler approach to leveraging that technology. As Image Analysis moves into the cloud, advanced functions will be able to be run by non-technical users from thin and mobile clients. Some may lament this simplification of the technology; however I don’t hear anyone complaining about the plug-and-playability of an iPhone. Simplifying technology is what moves it into the mainstream of commercial markets and allows it to be leveraged by non-technical users around the world.


The information available via Image Analysis is limitless, particularly when combined with other GIS resources, and in order to move this information (and consumption of the processes used to create this information) into the mainstream it needs to be accessible and understandable by all. The adoption of standards by guiding entities within the industry, combined with the innovations of software companies who are creating analysis functionality for dissemination within the cloud, will usher in a new era of image analysis that is sure to reach beyond the desktop experts of today….

How do you see cloud technology driving interoperable analysis over the web?

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