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Element 84
@element84.com
🚀 Accelerating and 🌲 scaling impactful projects with great software and design. Woman-owned.
AND YOUR FAVORITE POST..... 🥁

1. Is Zarr the new COG? by Jarrett Keifer and Julia Signell !! element84.com/software-eng...

Let us know if we missed one of your favorite blogs from this year, and let us know what you'd like to hear us speak more about in the future!
Is Zarr the new COG? • Element 84
We discuss the actual differences between Zarr and COG and how each stores the data contained within its files to combat the assumption that there is a discrete choice between the two.
element84.com
December 31, 2025 at 4:29 PM
2. Exploring AlphaEarth Embeddings by Adeel Hassan element84.com/machine-lear...
Exploring AlphaEarth Embeddings • Element 84
We take a closer look at AlphaEarth embeddings and explore their usefulness for classification, similarity search, and change detection.
element84.com
December 31, 2025 at 4:29 PM
3. Introducing Natural Language Geocoding v0.1.0: An LLM-Enabled Geocoding Database by Jason Gilman element84.com/machine-lear...
Introducing Natural Language Geocoding v0.1.0: An LLM-Enabled Geocoding Database • Element 84
We discuss Natural Language Geocoding v0.1.0 and progress with LLM-geocoding databases more generally.
element84.com
December 31, 2025 at 4:29 PM
4. Introducing Earth Search v1: New datasets now available by Matthew Hanson element84.com/geospatial/i...
Introducing Earth Search v1: New datasets now available • Element 84
We outline the latest from Earth Search: an endpoint that hosts a catalog of Sentinel-2 and Landsat data to improve data accessibility.
element84.com
December 31, 2025 at 4:29 PM
5. Why We’re Talking About a Centralized Vector Embeddings Catalog Now by Jason Gilman, Adeel Hassan, and Nathan Zimmerman element84.com/machine-lear...
Why We’re Talking About a Centralized Vector Embeddings Catalog Now • Element 84
We discuss our detailed white paper in which we make the case for how Earth Observation (EO) data providers such as NASA can dramatically improve access to their data by creating a centralized vector ...
element84.com
December 31, 2025 at 4:29 PM
Also, share this with a friend and let us know what you think! We accepted community submissions again this year and we really value external contributions to help us ensure that we aren't missing any crucial pieces to the geospatial puzzle. (4/4)
November 5, 2025 at 9:24 PM
Earlier today at FOSS4G North America our Chief of Engineering Staff Lauren Frederick presented highlights from the Tech Radar, as well as her projections about what our findings mean for the industry more generally.
Highlights: element84.com/company/the-... (3/4)
November 5, 2025 at 9:24 PM
We aim to be as comprehensive as possible, so this is an E84-wide project. It's a special opportunity for our engineers, designers, project managers, & everyone else from across the organization to come together and share insight into their favorite tools & techniques. (2/4)
November 5, 2025 at 9:24 PM