
Worked on the lter/lterwg-caged repository to deliver analytics enhancements focused on beta diversity and dispersion analysis. Developed new R scripts and workflows that expanded figure generation, integrated metadata, and enabled substrate-type visualizations, gamma and consumer richness plots, and latitude-based analyses. Built utilities for extracting unique taxa, preprocessing data, and standardizing exclusion criteria across studies, including logic to consolidate bleached coral categories. Addressed a critical bug by ensuring absolute differences in beta diversity calculations, improving interpretability. Leveraged skills in R programming, data cleaning, and data visualization to improve cross-dataset comparability and support more reliable scientific insights for stakeholders.
May 2025 performance summary for repository lter/lterwg-caged. Delivered major analytics enhancements for beta diversity and dispersion analysis, added data-prep utilities, and fixed a critical interpretation bug. These changes improve cross-dataset comparability, visualization fidelity, and data quality, enabling faster, more reliable scientific insights for stakeholders.
May 2025 performance summary for repository lter/lterwg-caged. Delivered major analytics enhancements for beta diversity and dispersion analysis, added data-prep utilities, and fixed a critical interpretation bug. These changes improve cross-dataset comparability, visualization fidelity, and data quality, enabling faster, more reliable scientific insights for stakeholders.

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