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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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Defining Platforms, Frameworks, and Toolkits

Anonym

As discussions around how to develop and deploy GEOINT apps become more prevalent, I’m frequently asked about platforms, frameworks, and toolkits that support app development and deployment. These terms are often confused, so I set out to find some definitions and distinctions. There is significant overlap between these concepts, and the terms are often used interchangeably with a variety of qualifiers.  Here’s a short summary of my attempt to distill and define them:

 

Platform is traditionally defined as the combination of hardware architecture and underlying software, including the operating system and fundamental runtime libraries required to run software applications.  Very simply put, the platform is where the software application runs. For example, a basic platform might be Red Hat Linux and Java. Windows is a platform.

 

As tools and technologies have evolved, so have platforms. The term is used very simply, as I defined it above, but it is also used to define a robust environment that may include a framework (see below) for developing applications that includes tools for building and deploying the apps, as well as an infrastructure that facilitates the hosting, discovery, access, and use of apps. These robust platforms are sometimes referred to Ecosystems, which provides an entire environment that supports both the application developer and the end user. These ecosystems leverage the underlying hardware and software platform. ENVI/IDL and ArcGIS are Ecosystems.

 

Framework is a well-defined environment that exposes a set of routines, functions, algorithms or applications that can be used to develop new applications. Frameworks, sometimes called application frameworks, are used to build apps. The framework,or at least parts of it, is included in the completed application. In addition to the functions used to build the apps, frameworks generally include a structure for creating the application, tools to build an executable version of the application, and, sometimes, a mechanism for deploying or running the application.

 

Frameworks accelerate application development because a baseline set of tools is included in the framework so the developer only needs to write custom code to meet the application requirements. The environment included with the framework also simplifies the work of structuring and building the application. Sometimes, frameworks are referred to as Application Frameworks. The terms Development Platform and Software Development Platform are also used to describe frameworks, which is part of the confusion. .NET and Ozone Widget Framework (OWF) are frameworks.

 

Toolkit is a set of functions or routines that are incorporated into other applications to streamline development. If that sounds a lot like the definition of a framework, it is very similar. Toolkits are really framework’s little brothers. Toolkits only include routines or functions that are incorporated into applications. They don’t offer the development and deployment environments or basic application structures that one finds in a framework. Toolkits are often referred to as SDKs, or Software Development Toolkits. The term API, Application Programming Interface, can be used to define how the tools in the toolkit are meant to be called. Toolkits can be delivered as source code, or as a binary library, like a DLL on Windows.  The API is of particular importance when the toolkit is delivered in binary form.  This is how the developer knows how to call the tools from her custom code.

 

I don’t claim to have found all possible definitions, but I do hope that these definitions are helpful.  Let me know how you define the terms, and what other ambiguities you’ve come across. 

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