Skip to main content

Table 1 PCA and subsequent correlation analysis between stream variables and derived principal components (PCs)

From: The roles of abiotic factors, dispersal, and species interactions in structuring stream assemblages of black flies (Diptera: Simuliidae)

Stream variables

Principal components 2

 

Min.

Max.

Mean ( ± SE)

PC1

PC2

PC3

Spring

      

Temperature (°C)

7.0

16.0

11.1 ± 0.30

-0.505 **

-0.363 *

-0.118

pH

5.6

7.5

6.5 ± 0.05

0.554 **

-0.383 *

0.325

% Dissolved Oxygen

93.2

115.4

102 ± 0.66

-0.131

-0.710 **

0.130

Conductivity (°S cm-1, 25°C)

16

152

40 ± 3.2

0.483 **

-0.073

0.377 **

Depth (m)

0.08

1.88

0.40 ± 0.047

0.783 **

0.258

-0.250

Velocity (m/s)

0.09

0.87

0.40 ± 0.024

-0.020

-0.816 **

-0.139

Width (m)

0.5

20.0

6.6 ± 0.67

0.807 **

-0.005

-0.272

Discharge (m3/s)

0.01

17.9

1.5 ± 0.40

0.861 **

-0.089

-0.280

Seston (mg/L)

2.0

74.0

14.0 ± 0.30

0.144

-0.623 **

0.151

Streambed-particle size 1

1.0

6.0

2.0 ± 0.26

-0.308

-0.788 **

-0.123

Riparian vegetation 1

1.0

3.0

2.1 ± 0.14

-0.347 *

-0.087

-0.736 **

Canopy cover 1

1.0

3.0

1.6 ± 0.09

-0.418 *

0.151

-0.655 **

% variance explained in PCA

      

Proportion

   

24.9

21.8

15.0

Cumulative

   

24.9

46.8

61.7

Summer

      

Temperature (° C)

13.0

29.0

20.0 ± 0.49

0.514 **

-0.560 **

0.054

pH

5.80

7.9

7.1 ± 0.06

0.085

0.239

0.782 **

% Dissolved Oxygen

78.8

106.7

93.25 ± 0.93

-0.021

0.650 **

-0.433 *

Conductivity (°S cm-1, 25°C)

10

235

73 ± 7.46

0.303

-0.137

0.897 **

Depth (m)

0.03

0.73

0.18 ± 0.029

0.873 **

0.003

-0.124

Velocity (m/s)

0.02

0.67

0.31 ± 0.018

0.424 *

0.616 **

-0.296

Width (m)

0.30

36.00

7.5  ± 1.20

0.871**

0.162

0.219

Discharge (m3/s)

0.01

9.38

0.73 ± 0.209

0.889 **

0.236

0.019

Seston (mg/L)

2.8

50.0

14.6 ± 0.49

0.237

-0.079

0.091

Streambed-particle size 1

1.0

6

2.0 ± 0.24

-0.124

0.892 **

-0.098

Riparian vegetation 1

1.0

3

2.3 ± 0.13

-0.121

0.386 *

0.076

Canopy cover 1

1.0

3.

2.0 ± 0.15

-0.473 **

0.220

0.056

% variance explained in PCA

      

Proportion

   

26.4

20.3

15.8

Cumulative

   

26.4

46.8

62.6

  1. 1Dominant streambed-particle size (mud = 1, sand = 2, small stones = 3, rubble = 4, boulders = 5, bedrock = 6), riparian vegetation (open = 1, brush = 2, forest = 3) and canopy cover (none = 1, partial = 2, complete = 3) are ranked variables, with medians presented.
  2. 2Significant correlation at * P < 0.01, ** P < 0.001.