Lingyun Zhu
ABSTRACT
In recent years, global warming and the frequent occurrence of extreme weather have raised concerns about global climate change. With the advent of big data and information technology era, it has improved more scientific technical support for temperature prediction. Since temperature data are closely related to time, the time series method can be used to analyze and evaluate temperature data. In this paper, we describe the global temperature trends in the past century and the global temperature trends in the next century. The data are from the official records on BERKELEY EARTH from 1900 to 2022. The ARIMA (12,1,5) model is used to predict the global average temperature for the next century (2023-2100). The findings indicate that global temperatures have demonstrated an upward tendency in the past and in the future. Global warming will further intensify.
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Index Terms
- Global Warming: Temperature Prediction Based on ARIMA
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