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.

From: A pan-Arctic terrestrial in situ weather dataset from 1990-2023 collected from publicly available data sources

 

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