Regression and Correlation Analysis to Model Future CO2 Emission and Temperature in Jakarta


Authors : Kezia Stevani Gerrard Silalahi; Mikha Clementinus

Volume/Issue : Volume 8 - 2023, Issue 12 - December

Google Scholar : http://tinyurl.com/bdffctjr

Scribd : http://tinyurl.com/43znvdsa

DOI : https://doi.org/10.5281/zenodo.10499725

Abstract : This study aims to develop a methodical approach to investigate the impact of CO2 emission gasses on the temperature in Jakarta. Recently, the anomaly of temperature and climate has been one of the issues not understood by the public. People rely on weather forecasts without knowing the image at all. In this research, an analysis of the data on CO2 emission level and temperature is needed in order to design a non- linear regression model that depicts the relationship between both variables. Moreover, the proposed methodological approach is intended to be widely spread among the general public in order to understand the correlation and impact that CO2 emission gasses have on environmental aspects, namely temperature and climate change.

Keywords : Carbon dioxide; CO2 emissions; Temperature; Environmental; Climate change; Regression Analysis.

This study aims to develop a methodical approach to investigate the impact of CO2 emission gasses on the temperature in Jakarta. Recently, the anomaly of temperature and climate has been one of the issues not understood by the public. People rely on weather forecasts without knowing the image at all. In this research, an analysis of the data on CO2 emission level and temperature is needed in order to design a non- linear regression model that depicts the relationship between both variables. Moreover, the proposed methodological approach is intended to be widely spread among the general public in order to understand the correlation and impact that CO2 emission gasses have on environmental aspects, namely temperature and climate change.

Keywords : Carbon dioxide; CO2 emissions; Temperature; Environmental; Climate change; Regression Analysis.

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