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Sunday, January 25, 2026

Special Post: Gladys West

The Architect of the Invisible: The Legacy of Gladys West

On January 17, 2026, the world lost a woman whose intellect serves as the invisible foundation for modern life. Gladys West, the mathematician whose complex calculations and modeling of the Earth paved the way for the Global Positioning System (GPS), died at the age of 95. While she spent 42 years as a "hidden figure" within the U.S. Navy, her passing marks a moment to reflect on a career that spanned the transition from hand-written equations to the dawn of the digital age, all while navigating the rigid structures of Jim Crow Virginia.

Early Life: A Dream Beyond the Farm

Born Gladys Mae Brown on October 27, 1930, in Sutherland, Virginia, West’s early life was defined by the red clay of Dinwiddie County. Growing up on a small family farm, her daily reality was one of grueling physical labor. Her parents balanced the demands of the farm with her mother’s job at a tobacco factory and her father’s work for the railroad. For West, the path ahead seemed preordained: a life in the fields or the factories.

However, West possessed an internal drive to "fly away" from that strenuous labor. Attending a one-room schoolhouse, she quickly realized that education was her only passport out of rural poverty.

"I made a commitment to be the best I could be and absorb as much knowledge that a little farm girl could handle," West wrote in her memoir, It Began with a Dream.

Her competitive spirit bore fruit in high school. When she learned that the top student in her graduating class would receive a full scholarship to college, she channeled her love for geometry into a singular focus. She graduated as valedictorian, securing a scholarship to Virginia State College (now Virginia State University), a historically Black public university.

Academic Excellence and the Call to Service

At Virginia State, West excelled in a field then dominated by men. She graduated with a Bachelor of Science in Mathematics in 1952 and, after a period of teaching math and science in segregated schools, returned to earn her Master’s degree in 1955.

Her timing was pivotal. That same year, President Dwight Eisenhower banned racial discrimination in federal hiring. In 1956, West was hired as a mathematician at the Naval Proving Ground in Dahlgren, Virginia (now the Naval Surface Warfare Center). She was only the second Black woman ever hired at the facility and one of only four Black professionals on staff at the time.

It was at Dahlgren that she met Ira West, a fellow mathematician. The two met during a lunch break—Ira later recalled her wearing a pleated blue skirt and white blouse—and married in 1957. They formed a partnership of 67 years, raising three children and seven grandchildren while contributing to sensitive Cold War-era military projects.

Modeling the World: The Path to GPS

West’s work coincided with a revolution in computing. In the early 1960s, she participated in an award-winning astronomical study that proved the regularity of Pluto’s motion relative to Neptune. However, her most enduring contribution involved the IBM 7030 "Stretch" computer, one of the fastest supercomputers of its time.

West was tasked with creating an increasingly refined mathematical model of the Earth’s shape. This was no simple feat. The Earth is not a perfect sphere; it is an "oblate spheroid" distorted by varying gravitational pulls, tidal forces, and other geographical irregularities.

From the mid-1970s through the 1980s, West programmed "Stretch" using complex algorithms to account for these distortions. This model, known as the geoid, became the essential framework for GPS. For a satellite to provide an accurate location on your smartphone today, it must first understand the precise shape of the Earth’s surface in relation to its orbit. West’s calculations provided that mathematical certainty.

A Career of Quiet Excellence

West worked at Dahlgren for 42 years before retiring in 1998. Her retirement, however, did not signal the end of her intellectual pursuits; she eventually completed a doctorate in public administration at Virginia Tech.

For decades, her work remained largely behind secure military walls. As retired Navy Rear Adm. Sinclair Harris noted, she was a "hidden figure" whose work not only enabled the military to fire missiles accurately but enabled everyday life for billions of people. Retired Navy Adm. Philip S. Davidson echoed this sentiment, stating, "The Navy stands on the shoulders of the geniuses that have been advancing our technology... We're standing on Dr. West's shoulders."

Awards and Global Recognition

In the final decade of her life, the "hidden" nature of her work dissolved as the public became aware of her contributions:

  • 2018: Induction into the Air Force Space and Missile Pioneers Hall of Fame.
  • 2021: Awarded the Prince Philip Medal by the U.K.’s Royal Academy of Engineering (the first woman to receive it).
  • 2021: Received the Webby Lifetime Achievement Award.
  • 2023: Awarded the Freedom of the Seas Exploration and Innovation Award. 

Summary of Life and Legacy 

MilestoneDetail
BirthOctober 27, 1930, in Sutherland, VA
EducationB.S. Math (1952), M.S. Math (1955), PhD Public Admin
Career42 years at Naval Surface Warfare Center Dahlgren
Key DiscoveryCalculated the "Geoid" model essential for GPS orbits
PassingJanuary 17, 2026 (Announced Jan 23)

Despite helping build the system that rendered the paper map obsolete, West famously maintained her preference for the physical. "I prefer maps," she told reporters with a smile, noting that she still used them when driving.

Gladys West’s life was a testament to the power of persistence. She transformed from a girl dreaming of more books in a one-room schoolhouse to a scientist whose algorithms guide the world. She "used herself up" in the service of discovery, leaving behind a legacy that is literally everywhere you look.

Thursday, January 22, 2026

GIS BLOG #2 - Where to Find GIS Data

Where to Find GIS Data: A Comprehensive Guide

Where can you find GIS data? The ultimate answer is that GIS data can be found everywhere, but you probably want specific websites to find it. First, I'll cover search terms you can use in your search engine, and then I'll list my top five places to find GIS data.

Basic Searches

Conducting a basic search is your fastest way to find data. For the sake of this blog, I'm going to perform all my searches via google.com using the Firefox browser. Believe it or not, this can make a difference in your results, as can your current location and whether you're using a VPN. For reference, I'm conducting these searches in Owatonna, Minnesota, with no VPN. Your results will vary due to many variables, but what's most important is being as specific as possible when you conduct your search.

With that said, here's a basic search example. Let's say you need to find data for the New York City subway system. All you need to do is search on google.com for "New York City subway system gis data." The results may vary, but the ones below were mine.


If you notice, the first five results show five different websites where you can obtain NYC subway system data. Now, it's incumbent on you to download the data and review it to see if it meets your needs.

Advanced Searches


Google's Advanced Search (https://www.google.com/advanced_search) is a powerful tool to help you find what you need. Take a look at the webpage...


Notice that the page offers many options to formulate your search. Say you're looking for a shapefile for ecosystems that specifically cover the UK. I would start at the top. In the box next to "all these words," enter "ecosystems GIS data." Next, fill in the box next to "this exact word or phrase" with "UK." Then, go down to "site or domain" and type ".gov." This tells the search tool that you only want to search government websites. Your search should look like the one below.


Then click "Advanced Search."

Your search results will vary, but mine look like this:


Notice that I have some very specific results I can use for my research. Again, I'll have to sort through the data and possibly clean it up, but the data isn't hiding from you. Everything is searchable.

My Top Five Websites to Pull Data From


Here's a list of the top five websites I pull data from. I hope these sites will help you get started on your GIS journey. Remember, you still need to search through the data to verify it's specifically what you need. You may have to pull several datasets to find what you're looking for, and you'll also need to find a way to manage your data. That's for another blog.

1. Tiger/Line Shapefiles (U.S. Census Bureau)

Formats:
- Shapefile - 2007 to Present
- TIGER/Line ASCII format - 2006 and earlier
- Census 2000 available in both formats

The core TIGER/Line Files and Shapefiles do not include demographic data, but they do contain geographic entity codes that can be linked to the Census Bureau's demographic data, available on data.census.gov. (U.S. Census Bureau, n.d.)

2. Minnesota Geospatial Commons

The Minnesota Geospatial Commons is a collaborative place for users and publishers of geospatial resources about Minnesota. The term "geospatial resources" refers to the wide variety of data sources associated with particular geographic locations.

The Commons is intended to serve both traditional and non-traditional geospatial data consumers, including researchers, cartographers, web and application developers, planners, and journalists who need data for a project, services for an application, or some other resource required for a GIS-based purpose. The Commons is not intended to provide "out of the box" web mapping functionality like that available through Google Maps or ArcGIS Online. (MN IT Services, n.d.)

3. EarthExplorer (USGS)

The USGS Earth Explorer data portal is your one-stop shop for obtaining geospatial datasets from extensive collections. Users can navigate via interactive map or text search to obtain Landsat satellite imagery, radar data, UAS data, digital line graphs, digital elevation model data, aerial photos, Sentinel satellite data, some commercial satellite imagery including IKONOS and OrbView3, land cover data, digital map data from the National Map, and many other datasets. Users can search by exact location via the interactive map or input specific coordinates to view what data types are available. (U.S. Geological Survey, n.d.)

4. U.S. Forest Service - Geospatial Data Discovery Portal

This tool allows users to download portions of a national FS dataset by forest or by a user specified area of interest. (U.S. Department of Agriculture, n.d.)

5. ArcGIS Hub

ArcGIS Hub is a cloud-based engagement platform that allows organizations to communicate more effectively with their communities. You can create ArcGIS Hub sites to organize and share resources and information, and collaborate with internal and public audiences around a specific project, topic, or goal.

What ArcGIS Hub includes depends on the license you have, either ArcGIS Hub Basic or ArcGIS Hub Premium. (ESRI, n.d.)

Of note: There is a lot of free data to download from this site. You DO NOT need a license to access the information.

Conclusion

As you can see, I wasn't lying when I said GIS data is everywhere. Beyond the data just outside your window, a simple search can yield a great deal of data for you to use. You can narrow the search by using the advanced search feature, and you now have a list of sites to get you started. Now that you know where to find the data, what are you going to do with it?

Bibliography  

Esri. (n.d.). Introduction to ArcGIS Hub. ArcGIS Hub Documentation. Retrieved January 22, 2026, from https://doc.arcgis.com/en/hub/get-started/what-is-arcgis-hub-.htm

Minnesota IT Services. (n.d.). About the Minnesota Geospatial Commons. Minnesota Geospatial Information Office. Retrieved January 22, 2026, from https://gisdata.mn.gov/content/?q=about

U.S. Census Bureau. (n.d.). TIGER/Line shapefiles. U.S. Department of Commerce. Retrieved January 22, 2026, from https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-line-file.html

U.S. Department of Agriculture. (n.d.). FSGeodata Clearinghouse. Forest Service Enterprise Data Warehouse. Retrieved January 22, 2026, from https://data.fs.usda.gov/geodata/edw/

U.S. Geological Survey. (n.d.). EarthExplorer. U.S. Department of the Interior. Retrieved January 22, 2026, from https://www.usgs.gov/educational-resources/earth-explorer

GIS BLOG #1 - What is a GIS?

Understanding GIS: More Than Just Software

A GIS, or geographic information system, can be difficult to explain. It is a complex system made up of software, hardware, and data, where people develop methodologies to process and display information via maps, charts, and reports. A GIS can be a powerful tool for discovering information that cannot be seen through other processes.

Software

There are many applications and software programs that qualify as a GIS. Some are more powerful (processing-wise) than others. For this blog post, I am only going to discuss two of them because they are the ones mainly used in the industry.

The first is ESRI's ArcGIS Pro, the industry standard. It has a powerful array of tools that allow for easy processing. The drawback of ArcGIS Pro is that it can be expensive. Single-use and student licenses cost US$100 per year, but fully licensed versions range from US$700 for a basic license to US$4,200 for an advanced license, with the option of adding on different extensions.

The second GIS I am going to focus on is QGIS, which is also a powerful platform with an extensive set of tools and optional add-ons. The best thing about QGIS? It's free. While there are a few tools you can pay for if you choose to add them, overall, you can do GIS work on it at no cost. Its interface and functionality are similar to ArcGIS Pro. The main differences between the two are not only price, but also that QGIS does not have an equivalent to ESRI's ArcGIS Online. However, it does have applications similar to ESRI's Survey123 and Field Maps. These applications for QGIS are called QField and Mergin Maps, respectively. In full disclosure, I have not used QField or Mergin Maps, so I cannot compare the applications personally, but from my research, they are function similarly.

Hardware


The hardware component simply includes the computer to run the software, along with a monitor, mouse, and keyboard. Most importantly, however, are the servers. There are a variety of server types that GIS uses. Some store geographical data, some store finished products, some store licenses, and others perform processing.

For this blog, I am going to focus on servers that store data, because you will either download data from servers or connect to a server to directly download or upload data (if you have read/write access). Servers will be your main source of data. When you conduct research, most of the time you will be interfacing with a server, where you will download geodatabases, vector and raster formats, and tables. You can also connect to servers that store data so the data resides on the server but is displayed in your GIS. I could continue, but that's another blog post.

Data Processing and Analysis


Next, you will use a GIS to modify and analyze your data. At first, a GIS will display data that you downloaded or connected to, but you will need to modify that data. For example, there are tools that can help you discover what tree species are prevalent above 2,000 feet elevation. There are also tools that can help you find areas of town where crimes frequently or infrequently occur, or you can use the GIS to understand where the best place in your local pond is to catch fish.

Data Display


Lastly, you need to display your data in some form—because what good is data if you can't show it off to the world, if it's just aging out on a computer or server? This can be achieved by creating maps, charts, atlases, graphs, and/or dashboards, just to name a few ways to visualize your data in a GIS. GIS can help you present your data in many different ways. Perhaps you need a map showing the cross-section of your community by income level of people who voted Democrat or Republican, or homeless people's access to healthcare in different neighborhoods, or even helicopter landing zones to help evacuate people from an area affected by a natural disaster. These are just examples of displaying your data.

Conclusion

As you can see, a GIS is not simply the program that you use on your computer. It is a multi-faceted system made up of software, hardware, and data, where people develop methodologies to process and display information. We looked at QGIS and ArcGIS Pro as the software primarily used to interface with and explore data that comes from servers. Servers store data in various forms, and finally, GIS helps you realize your research goals and share your findings with the world. Now that you know what GIS is, what are you going to do with it?