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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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Utilizing ENVI and the Airbus Defense and Space Constellation for Precision Agriculture

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Editor's note: Sky Rubin, our guest blogger from Airbus Defense and Space, talks about how Airbus DS data and imagery works with ENVI image analysis software. Check out this webinar for more information on the partnership between the two companies and how you can benefit.

 

In the past two years, I have seen a dramatic increase in the demand for in-season crop monitoring using Earth observation satellites. Driving the growth of the agriculture industry is the need to increase crop yield and reduce its inputs. For this reason, agri-businesses are now working with Airbus Defense and Space to setup custom monitoring programs for their areas of interest. The programs vary from intensive monitoring on a daily/weekly basis to monthly/bi-monthly monitoring. Airbus Defense and Space’s new constellation of satellites (Pléiades 1A, Pléiades 1B, SPOT 6, and SPOT 7 and UK-DMC2 is a perfect tool to satisfy their needs. It guarantees fast, fresh and frequent coverage of agricultural areas with an unmatched reliability and range of resolutions, allowing intra-parcel insight.

Clients often mention that the most important factor when choosing imagery for Precision Agriculture is the actual availability of the data at the right point in time during the crop growth cycle. Airbus Defense and Space excels at this with an impressive rate of new collections. Our success rate is almost 9 out of 10, which means that 9 new imagery requests out of 10 are collected on-time and according to specification on a global basis. Our experience in satellite tasking dates back to 1982. Ever since then, a team of world-class tasking experts gets up every morning to ensure that your area is covered on-time and on-spec. They carefully conduct feasibility studies and closely follow up on open tasking requests. They constantly adjust priorities and do not hesitate to use satellite capacity even in difficult areas whenever there is a chance to capture the desired target. All of that fine-tuning is in our DNA, and more than any technical feature, this is the secret of our reliability.

Using the right satellite resource is essential to reduce satellite data input costs and to maximize return on investment. Depending on the application, imagery with of range of resolutions up to 22m may be sufficient. Very high resolution, 50cm imagery is always available, but may not be necessary depending on the final application. Teaming with our customers, understanding precisely what their needs are, allows for Airbus Defense and Space to come back with the right imagery source for their application- the one that will be the best match between collection time, budget and information depth required.

The majority of companies I have worked with in the agricultural vertical are using ENVI. ENVI Processing Modules like QUAC (surface reflectance model) can be used to process imagery and create derivative works such as crop yield maps, fertilizer recommendation, water needs maps, etc. Airbus Defense and Space data is very robust as our new sensors are 12 bit. This means we have 4,096 values per pixel, twice as many values per pixel as our competition. The increased spectral range is ideal for multispectral analysis with ENVI. Airbus Defense and Space also has worked with us to educate the market on our JPG2000 Lossless imagery format, which can save up to 50% in terms of file size, speeding up processing and delivery times without information loss.

With DMCii, Airbus Defense and Space is also able to provide large area coverage of the Continental U.S. during the growing season for a U.S. Government client. This data is available for commercial purchase. As the 22m DCMii imagery is some of the least expensive satellite imagery in the commercial market, clients often purchase DMCii data to be used in conjunction with free Landsat data. The 600km swathand ease of use with Landsat data makes DMC data very attractive to those who need large area coverage at 22m.

We work with partners to provide 22m images collected every three days, which are then used for irrigation management. Without utilizing DMCii, such an imagery program would be not be possible due to the size of the areas of interest and the limited revisit provided by Landsat Satellites. A sensor with a very large swath width and a high temporal revisit is required to collect large regions every 3 days. The DMCii satellite swath width is 600km. For comparison, the State of Colorado is 605km in width. The large 600km swath combined with the high temporal revisit makes DMCii the ideal choice for large area monitoring.

Within the agriculture vertical, the goal of Airbus Defense and Space is to help our clients meet the needs of a growing planet by helping increase global food production via the use of precision agriculture and remote sensing.

 

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