1 Set up

1.1 1) Load packages

1.2 2) Import data

1.3 3) Data Wrangling

2 Normality test

3 Physical

3.1 Glucosidase

3.2 Glucosaminidase

3.3 Glucosaminidase

3.4 Acid Phosphatase

3.5 Alkaline Phosphatase

3.6 Arylsulfatase

3.7 Phosphodiesterase

3.8 Protein

3.9 Permanganate Oxidizable Organic Carbon

3.10 Soil Respiration

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

4 Chemical

4.1 NH4+

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

4.2 NO3-

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

4.3 Total Nitrogen

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

4.4 Total Organic Carbon

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

4.5 Extractable Ca Content (mg/kg)

## Warning: Removed 2 rows containing non-finite values (stat_boxplot).

## Warning: Removed 2 rows containing non-finite values (stat_bin).

## Warning: Removed 2 rows containing non-finite values (stat_bin).

## Warning: Removed 2 rows containing non-finite values (stat_bin).

## Warning: Removed 2 rows containing non-finite values (stat_boxplot).

## Warning: Removed 2 rows containing non-finite values (stat_bin).

## Warning: Removed 2 rows containing non-finite values (stat_bin).

4.6 Extractable Cu Content (mg/kg)

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

4.7 Extractable Mg Content (mg/kg)

## Warning: Removed 2 rows containing non-finite values (stat_boxplot).

## Warning: Removed 2 rows containing non-finite values (stat_bin).

## Warning: Removed 2 rows containing non-finite values (stat_bin).

## Warning: Removed 2 rows containing non-finite values (stat_bin).

## Warning: Removed 2 rows containing non-finite values (stat_boxplot).

4.8 Extractable Mn Content (mg/kg)

## Warning: Removed 2 rows containing non-finite values (stat_boxplot).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

4.9 Extractable Na Content (mg/kg)

## Warning: Removed 2 rows containing non-finite values (stat_boxplot).

## Warning: Removed 2 rows containing non-finite values (stat_bin).

## Warning: Removed 2 rows containing non-finite values (stat_bin).

## Warning: Removed 2 rows containing non-finite values (stat_bin).

## Warning: Removed 2 rows containing non-finite values (stat_boxplot).

4.10 Extractable P Content (mg/kg)

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

4.11 Extractable K Content (mg/kg)

## Warning: Removed 2 rows containing non-finite values (stat_boxplot).

## Warning: Removed 2 rows containing non-finite values (stat_bin).

## Warning: Removed 2 rows containing non-finite values (stat_bin).

## Warning: Removed 2 rows containing non-finite values (stat_bin).

## Warning: Removed 2 rows containing non-finite values (stat_boxplot).

4.12 Extractable Zn Content (mg/kg)

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

4.13 Extractable Fe Content (mg/kg)

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

4.14 pH

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

4.15 Water Moisture

5 Physical

5.1 Clay

5.2 20 minute MWD

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

5.3 20 minute 2 mm

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

5.4 20 minute 0.25 mm

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

5.5 20 minute 0.053 mm

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

5.6 20 minute 0.020 mm

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_bin).

## Warning: Removed 1 rows containing non-finite values (stat_boxplot).

5.7 5 minute MWD

## Warning: Removed 120 rows containing non-finite values (stat_boxplot).

## Warning: Removed 120 rows containing non-finite values (stat_bin).

## Warning: Removed 120 rows containing non-finite values (stat_bin).

## Warning: Removed 120 rows containing non-finite values (stat_bin).

## Warning: Removed 120 rows containing non-finite values (stat_boxplot).

5.8 5 minute 2 mm

## Warning: Removed 120 rows containing non-finite values (stat_boxplot).

## Warning: Removed 120 rows containing non-finite values (stat_bin).

## Warning: Removed 120 rows containing non-finite values (stat_bin).

## Warning: Removed 120 rows containing non-finite values (stat_bin).

## Warning: Removed 120 rows containing non-finite values (stat_boxplot).

5.9 5 minute 0.25 mm

## Warning: Removed 120 rows containing non-finite values (stat_boxplot).

## Warning: Removed 120 rows containing non-finite values (stat_bin).

## Warning: Removed 120 rows containing non-finite values (stat_bin).

## Warning: Removed 120 rows containing non-finite values (stat_bin).

## Warning: Removed 120 rows containing non-finite values (stat_boxplot).

5.10 5 minute 0.053 mm

## Warning: Removed 120 rows containing non-finite values (stat_boxplot).

## Warning: Removed 120 rows containing non-finite values (stat_bin).

## Warning: Removed 120 rows containing non-finite values (stat_bin).

## Warning: Removed 120 rows containing non-finite values (stat_bin).

## Warning: Removed 120 rows containing non-finite values (stat_boxplot).

5.11 5 minute 0.020 mm

## Warning: Removed 120 rows containing non-finite values (stat_boxplot).

## Warning: Removed 120 rows containing non-finite values (stat_bin).

## Warning: Removed 120 rows containing non-finite values (stat_bin).

## Warning: Removed 120 rows containing non-finite values (stat_bin).

## Warning: Removed 120 rows containing non-finite values (stat_boxplot).

5.12 NRCS hand method

## Warning: Removed 34 rows containing non-finite values (stat_boxplot).

## Warning: Removed 34 rows containing non-finite values (stat_bin).

## Warning: Removed 34 rows containing non-finite values (stat_bin).

## Warning: Removed 34 rows containing non-finite values (stat_bin).

## Warning: Removed 34 rows containing non-finite values (stat_boxplot).

5.13 Bulk Density

## Warning: Removed 29 rows containing non-finite values (stat_boxplot).

## Warning: Removed 29 rows containing non-finite values (stat_bin).

## Warning: Removed 29 rows containing non-finite values (stat_bin).

## Warning: Removed 29 rows containing non-finite values (stat_bin).

## Warning: Removed 29 rows containing non-finite values (stat_boxplot).