Study on the Impact of Population and Economic Activities on Environmental Indicators through Pca
Junchao Zhang,
Junmeng Yan,
Xin Li
Abstract:Principal Component Analysis (PCA) is applied in environmental policy planning to effectively identify and assess key factors affecting carbon peaking and emissions reduction. By analysing multidimensional data covering GDP, population, average temperature, oil consumption and price, and CO2 emissions, PCA reveals complex correlations of environmental challenges. Preliminary regression analyses expose complex relationships between variables, with a particular focus on anomalous oil consumption data for 2020, e… Show more
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