Temporal analysis and future prediction of CO2 emissions of solid, liquid and gas fuels in Python with FBProphet model

Abstract

Carbon emission simply means the release of carbon into the atmosphere. When it comes to carbon emission, many definitions come to mind, but talking about carbon emission is actually talking about greenhouse gas emission. Because greenhouse gas emissions are often calculated as carbon dioxide equivalents, they are often referred to as carbon emissions in any global warming or greenhouse gas impact debate. According to the predictions of the International Energy Agency, the demand for fossil fuels will increase until 2050 and a 130% increase in carbon emission values will be observed accordingly (O'Neill 2020). For this reason, very important problems such as global warming and climate change, which are beginning to be felt more and more, will become a bigger threat to the world in the coming years. In the study, the effects of solid, liquid and gaseous fuels on CO2 emissions were analyzed in time series using the FBProphet model and a future prediction was made.