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Update homework2.ipynb
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NiuZhixiao committed Nov 8, 2023
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"## Task 2: Visualize the trend of temperature anomaly ( 70 marks )\n",
"### Q1: Visualize the time series and trend of historical temperature anomalies of Singapore (35 marks)\n",
"- Calculate the annual mean temperature from the daily data. This will result in a data set of 39 values — one per year. (5 marks)\n",
"- Calculate the annual temperature anomalies using the first 15-year period as the baseline. (Hint: the anomalies is calculated by substracting the yearly mean temperature from the mean temperature over year 1982 to 1996.) (5 marks)\n",
"- Calculate the annual temperature anomalies using the first 15-year period as the baseline. (Hint: the anomalies is calculated by substracting the decadal mean temperature over year 1982 to 1991 from the yearly mean temperature.) (5 marks)\n",
"- Make a line graph of these annual temperature anomalies and make sure that the necessary non-data elements are included. (10 marks)\n",
"- Based on the annual temperature anomalies above, visualize the trend using a 10-year moving window. (15 marks)"
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