Calculating temperature anomalies
Temperature anomalies indicate how much warmer or colder a value is compared to the long-term average for a
given climatological period (e.g. 1961-1990).
Long-term averages can be calculated using the daily HadCET temperature series. These monthly averages then form
the baseline for anomaly calculations.
Steps to calculate anomalies
-
Calculate long-term monthly averages
For each calendar month (e.g. January, February, etc.), compute the average from the daily CET values
over the chosen long-term period (e.g. 1961-1990).
-
Calculate the anomaly
Subtract the appropriate long-term average (LTA) from the actual observed value. This can be done at different
temporal resolutions:
- Daily anomaly - Subtract the monthly average from the actual daily value.
Example: 1st January 2024 anomaly = 1st January 2024 actual - January average (1961-1990)
- Monthly anomaly - Subtract the monthly average from the actual monthly value.
Example: January 2024 anomaly = January 2024 actual - January average (1961-1990)
- Yearly anomaly - Subtract the weighted average of monthly long-term means from the
annual value.
The weights correspond to the number of days in each month (i.e. Jan=31, Feb=28.25, Mar=31, etc.).
Example: 2024 anomaly = 2024 actual - weighted average of all monthly averages (1961-1990)
Example 1: Calculate January 2024 Anomaly
To calculate the anomaly, we compare the actual temperature for January 2024 to the long-term average for January
(1961-1990).
Note, values derived from the CET V2.1.0.0 series.
January 2024 Actual: 4.8C
January 1961-1990 Actuals
1961-01-01: 4.8C
1961-01-02: 4.9C
...
1990-01-30: 7.5C
1990-01-31: 6.7C
January 1961-1990 Average: (4.8C + 4.9C + ... + 7.5C + 6.7C) / 30 (years) * 31 (days in January) = 3.8C
January 2024 Anomaly = 4.8C - 3.8C = +1.0°C
Example 2: Calculate 2024 Anomaly
To calculate the anomaly, we compare the average temperature for 2024 to the long-term average (1961-1990).
Note, values derived from the CET V2.1.0.0 series.
2024 Average: 10.96C
1961-1990 Actuals
1961-01-01: 4.8C
1961-01-02: 4.9C
...
1990-12-30: 4.2C
1990-12-31: 4.3C
1961-1990 Average: (4.8C + 4.9C + ... + 4.2C + 4.3C) / 30 (years) * 365.25 (days in year) = 9.46C
2024 Anomaly = 10.96C - 9.46C = +1.5°C