berkeley-earth

World Temperature Viewer is more than just a data visualization tool; it is a conduit for knowledge transfer, fostering a greater understanding of the far-reaching impacts of global warming and climate change

Tableau data visualization project analyzing uneven global warming patterns across geography, seasons, climate zones, and latitude using Berkeley Earth temperature data.

Shiny app calculating linear trends in global temperatures

Visualizing annual average temperatures since 1850 compared to preindustrial levels

A larger GNN test than the Arctic project, 30 world cities connected by real distance. The graph actively hurt the model at first, beaten by both persistence and the same model with no graph at all. A skip connection fixing signal dilution then beat every baseline, including persistence, confirming the graph was helpful once fixed properly.

Visualizing monthly global temperatures since preindustrial levels

Data-driven replication of global warming trends (1750–2015) using Berkeley Earth surface temperature records. Quantifies land-ocean warming differentials, seasonal divergence, and decadal anomaly shifts with statistical rigor.