Research

Research that can be inspected.

PTEM Labs studies sustained patterns in historical Atlantic hurricane intensity records: how changes remain consistent over time, and how those patterns relate to rapid-intensification occurrence. This temporal organization is measured with a reproducible public diagnostic.

Artifacts

Public research artifacts

Inspect reported observations alongside the public inputs, methods, and constraints supporting reproduction.

EarthArXiv preprint

Preprint reporting descriptive findings from the historical intensity record, with methods and limitations for review.

Read the preprint

Zenodo reproducibility materials · v4.0

Current public baseline: data and code for reproducing the manuscript’s temporal diagnostic. Environmental analyses require additional inputs.

View reproducibility materials

Scope and limitations

Reported observations are bounded to the evaluated data and conditions. Broader research questions, product concepts, and transfer to other applications require separate testing. The diagnostic describes intensity history; it does not directly measure physical storm structure.

Findings do not establish forecasting performance, predictive lead, causality, or a physical mechanism. The public temporal diagnostic does not validate the complete PTEM stack, other modalities, or other applications. Protected implementation details remain outside public materials.

Explore Product, Validation, and Transfer Diagnostics.