Topology, Algebra, and Geometry Give Math Respect in Data Science
The use of disciplines in pure mathematics can increase the reliability and explainability of machine learning models that “transcend human intuition,” according to PNNL scientists.
Securing the Food Pipeline from Cyberattacks
PNNL researchers are investigating the cybersecurity vulnerabilities of an increasingly smart food and agriculture sector.
Mapping a Modern Hydropower Vision
Developed with community input, the new Hydropower Vision Roadmap lays out a path to achieve a shared vison for modern hydropower by 2050.
Biologically Produced 3-HP
Investigating Agricultural Trade’s Impact on Global Water Resources
Variations in the level of market globalization can greatly affect the amount of water required to meet future global demand for agricultural commodities.
Lynn Wood
Active Ocean Dynamical Adjustment Plays No Role in Southern Ocean Heat Storage
A modeling study finds that multiple factors almost perfectly balance under anthropogenic greenhouse gas forcing, leaving no footprint on the dynamically induced ocean heat storage in the Southern Ocean.
Ecosystem Metabolism in the Columbia River Contrasts with Small Rivers
Metabolism metrics provide information about biological activity and carbon cycling in rivers. Conditions in large rivers differ from smaller rivers and require adjustments to existing methods.