Table 3 Part 2: Details of the operations performed and conditions set during the quality check for Shortwave incoming radiation (SW Incoming), Shortwave outgoing radiation (SW Outgoing), and Relative Humidityr.
SW incoming | SW outgoing | Relative Humidity | |
|---|---|---|---|
1 | Removal of common error values (e.g. -9999) and full NaN rows | Removal of common error values (e.g. -9999) and full NaN rows | Removal of common error values (e.g. -9999) and full NaN rows |
2 | Removal of physically impossible values (<0 W/m2) | Removal of physically impossible values (<0 W/m2) | Removal of negative values or values above 100 % |
3 | Outlier flagging-evaluation: Flagging of values above or below 3 standard deviations of the preceding 7 and following 7 data points (rolling window = 15), and minimum 3 units above/below the average of the same preceding and following 7 values. This flagging is then followed by user inspection and an optional visual inspection of the dataset | Outlier flagging-evaluation: Flagging of values above or below 3 standard deviations of the preceding 7 and following 7 data points (rolling window = 15), and minimum 3 units above/below the average of the same preceding and following 7 values. This flagging is then followed by user inspection and an optional visual inspection of the dataset | Outlier flagging-evaluation: Flagging of values above or below 3 standard deviations of the preceding 7 and following 7 data points (rolling window = 15), and minimum 3 units above/below the average of the same preceding and following 7 values. This flagging is then followed by user inspection and an optional visual inspection of the dataset |
4 | N/A | N/A | N/A |
5 | Flagging and evaluation of values > 1500 W/m2) | Flagging and evaluation of values > 150 W/m2) | Removal of negative values |
Ref. | (Journee et al. 2011)60 | (Journee et al. 2011)60 | (Castillo et al. 2011)65 |