Depositional Trend Analysis

Geophysical Data Science Coursework

Project Summary

Assessment_2_finalProof (Score: 76 / 95)

I processed multi-decade NOₓ/NHₓ deposition model outputs, conducted exploratory data analysis, and adapted existing Python scripts to craft publication-quality figures.

Key Figure

Monthly temperature anomalies at three sites

This anomaly plot shows balanced long-term variations across Yakushima Island, Fiordland National Park, and Taynish National Nature Reserve, with notable seasonal and extreme outliers that I investigated further.

Null-Value Distribution

Map showing count of missing values per grid cell

I mapped the count of missing data across all model grid cells to identify regions where data cleaning was most critical. Areas with higher null counts guided my gap-filling strategy.

Global Warming Pattern

Latitude-weighted global mean temperature anomaly over time

This latitude-weighted time series highlights a clear upward trend in global temperature anomalies from 1960 to 2020, underscoring the acceleration of warming—especially at high latitudes.

← Back to Experience