Empire Blog

Decoding Americas water system

Transparency into our process and how we work

Deep dive insights

The Last Frontier: We Built the First Fully Normalized Alaska Fish Data Pipeline

Revealing the untold narratives of America's waterways through precise data collection and analysis

How We Scaled Minnesota’s Fishing Intelligence Through DNR Data Enrichment

Integrating real-time data from NOAA, USGS, and state wildlife agencies

How We Built the Habitat Quality Scoring System That’s Changing Fisheries Data Science

Exploring machine learning techniques that revolutionize aquatic ecosystem monitoring

Pennsylvania's Data Revolution in Fishing Intelligence

Inside the creation of the first fully normalized, real-time fisheries data pipeline.

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