Investigating how carbon emissions, particulate matter, and climate variables/indices impact mortality from chronic respiratory disease. Working with pollutant, climate, mortality, population, and geographic datasets. Modeling with Random Forest regression.
data-science machine-learning random-forest scikit-learn regression temperature air-quality dataset scipy united-states population disease shapefile spatiotemporal mortality drought carbon-emissions precipitation particulate-matter respiratory
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Updated
Mar 17, 2024 - HTML