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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!



Mapping Earthquake Deformation in Taiwan With ENVI

Mapping Earthquake Deformation in Taiwan With ENVI

12/15/2025

Unlocking Critical Insights With ENVI® Tools Taiwan sits at the junction of major tectonic plates and regularly experiences powerful earthquakes. Understanding how the ground moves during these events is essential for disaster preparedness, public safety, and building community resilience. But traditional approaches like field... Read More >

Comparing Amplitude and Coherence Time Series With ICEYE US GTR Data and ENVI SARscape

Comparing Amplitude and Coherence Time Series With ICEYE US GTR Data and ENVI SARscape

12/3/2025

Large commercial SAR satellite constellations have opened a new era for persistent Earth monitoring, giving analysts the ability to move beyond simple two-image comparisons into robust time series analysis. By acquiring SAR data with near-identical geometry every 24 hours, Ground Track Repeat (GTR) missions minimize geometric decorrelation,... Read More >

Empowering D&I Analysts to Maximize the Value of SAR

Empowering D&I Analysts to Maximize the Value of SAR

12/1/2025

Defense and intelligence (D&I) analysts rely on high-resolution imagery with frequent revisit times to effectively monitor operational areas. While optical imagery is valuable, it faces limitations from cloud cover, smoke, and in some cases, infrequent revisit times. These challenges can hinder timely and accurate data collection and... Read More >

Easily Share Workflows With the Analytics Repository

Easily Share Workflows With the Analytics Repository

10/27/2025

With the recent release of ENVI® 6.2 and the Analytics Repository, it’s now easier than ever to create and share image processing workflows across your organization. With that in mind, we wrote this blog to: Introduce the Analytics Repository Describe how you can use ENVI’s interactive workflows to... Read More >

Deploy, Share, Repeat: AI Meets the Analytics Repository

Deploy, Share, Repeat: AI Meets the Analytics Repository

10/13/2025

The upcoming release of ENVI® Deep Learning 4.0 makes it easier than ever to import, deploy, and share AI models, including industry-standard ONNX models, using the integrated Analytics Repository. Whether you're building deep learning models in PyTorch, TensorFlow, or using ENVI’s native model creation tools, ENVI... Read More >

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High Tech Ecology from the Air

Anonym

The other day I discovered a great TED talk by Greg Asner called "Ecology from the Air." Greg is an old grad-school colleague of mine, and is now at Stanford University and Carnegie Institution. Here at Exelis Greg is known as the brains behind ENVI's Vegetation Analysis tools. In his TED talk, Greg discusses ecological questions that can be addressed with his Carnegie Airborne Observatory (CAO), which includes a high-resolution imaging spectrometer integrated with a high resolution LiDAR sensor, mounted aboard an  aircraft with custom avionics.

The key innovation of the CAO is the integration of the state-of-the-art hyperspectral and LiDAR instruments. This integration does more than allow for fascinating data visualizations, although it also does that. The imaging spectrometer provides information about the chemistry of a vegetation canopy at the same time that the LiDAR instrument provides a detailed 3D representation of the canopy structure. This marriage of chemistry data and structure data in a geographic context has the power to completely change our understanding of ecosystems.

The Peruvian Amazon as seen by the Carnegie Airborne Observatory (CAO). Image courtesy of Carnegie Airborne Observatory (as published in New Scientist)
The Peruvian Amazon as seen by the Carnegie Airborne Observatory (CAO). Image courtesy of Carnegie Airborne Observatory (as published in New Scientist)

Greg goes on to note how important tropical forests are in terms of global ecology, and yet how little we really know about them, and asks, "How can we save what we don't understand?" He outlines three important questions about tropical forests that the CAO is well suited to address, and which are hard to answer from the ground or with conventional satellite imagery alone:

  1. How do we manage our carbon reserves in tropical forests? By which he seems to mean, "How do we keep the carbon in the forests,instead of releasing it to the atmosphere as greenhouse gases?"
  2. How do we prepare for climate change in a complicated,vast and largely remote place like the Amazon rainforest?
  3. How do we manage biodiversity in a planet of protected ecosystems? In other words, when much of the earth's biodiversity is preserved in heavily managed parks and preserves, how do we get the information that is critical for making decisions that preserve biodiversity?

What do you think of Greg's talk? Have you been inspired by imagery science you've seen in other TED talks? Leave a comment to let us know.

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