Time Series Analysis and Forecasting of Chennai's Surface Temperatures
- Analysis of Chennai’s surface temperature time series data to derive trends and seasonality.
- A 3-year surface temperature forecast using Seasonal Auto-Regressive Integrated Moving Average with eXogenous factors (SARIMAX) and Long Short-Term Memory (LSTM) models.
- A comparison of SARIMAX and LSTM forecasts for the given data.
This dataset contains time series data of average surface temperatures of major cities worldwide from the year 1796 upto 2013. This data was taken from Berkeley Earth Data page: http://berkeleyearth.org/data/.