metocean-statistics
CommunityStatistical metocean analysis for design.
Data & Analytics#statistical-analysis#metocean#extreme-value-analysis#gev#pot#return-periods#directional-analysis
Authorvamseeachanta
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Statistical metocean analysis enables engineers and researchers to quantify extreme conditions, understand joint behaviors of waves, wind, and currents, and derive design criteria and safety guidelines from historical data.
Core Features & Use Cases
- Extreme Value Analysis: block maxima and POT methods with GEV/GPD fitting to estimate return levels and confidence intervals.
- Joint Probability & Environmental Contours: analyze Hs-Tp distributions, compute environmental contours (IFORM/direct sampling) for design envelopes, and assess joint exceedance risks.
- Directional Statistics: compute directional statistics and wave/wind roses to capture directional dependencies and sector-based risks.
- Temporal Analysis: monthly, seasonal, and annual statistics to identify trends, variability, and exceedance patterns.
- Operational & Fatigue Applications: support fatigue analysis, weather window definition, and design criteria development using multi-parameter statistics.
Quick Start
Run a complete metocean statistics workflow to generate extreme-value metrics, joint distributions, and directional insights for design and safety decisions.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: metocean-statistics Download link: https://github.com/vamseeachanta/worldenergydata/archive/main.zip#metocean-statistics Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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