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Table 4 Results from MANCOVA models assessing relationships between morphological variables and body size, hydrology, sex, year, and interactions for five species

From: A century of morphological variation in Cyprinidae fishes

Species

Site

Effect

Variance explained

F

d.f.

P

Striped Shiner

Sangamon River

Body size

0.63

24.1

8, 113

<0.001

Luxilus chrysocephalus

(1901–2001)

Discharge mean

0.24

4.6

8, 113

<0.001

 

Discharge CV

0.29

5.9

8, 113

<0.001

 

Sex

0.11

1.6

8, 113

0.14

 

Year

0.49

13.7

8, 113

<0.001

 

Body size * discharge mean

0.16

2.7

8, 113

0.01

 

Body size * discharge CV

0.15

2.4

8, 113

0.02

 

Discharge mean * year

0.22

3.9

8, 113

<0.001

 

Discharge CV * year

0.35

7.7

8, 113

<0.001

 

Sex * year

0.27

5.4

8, 113

<0.001

Redfin Shiner

Little Vermillion River

Body size

0.18

2.3

7, 73

0.04

Lythrurus umbratilis

(1899–2002)

Discharge mean

0.14

1.7

7, 73

0.11

 

Discharge CV

0.08

0.85

7, 73

0.55

 

Sex

0.28

3.9

7, 73

<0.001

 

Year

0.21

2.8

7, 73

0.01

 

Body size * discharge mean

0.23

3.1

7, 73

<0.001

 

Discharge mean * year

0.26

3.6

7, 73

<0.001

Emerald Shiner

Illinois River

Body size

0.35

4.3

8, 71

<0.001

Notropis atherinoides

(1897–2003)

Discharge mean

0.23

2.7

8, 71

0.02

 

Discharge CV

0.69

19.5

8, 71

<0.001

 

Sex

0.32

4.2

8, 71

<0.001

 

Year

*

*

*

*

Lake Michigan

Body size

0.51

14.8

6, 85

<0.001

(1900–1999)

Sex

0.27

5.3

6, 85

<0.001

 

Year

0.41

9.2

6, 85

<0.001

 

Body size * sex

0.19

3.2

6, 85

<0.01

 

Sex * year

0.17

2.9

6, 85

<0.01

Sand Shiner

Sangamon River

Body size

0.39

8.6

8, 108

<0.001

Notropis stramineus

(1901–2005)

Discharge mean

0.41

9.3

8, 108

< 0.001

 

Discharge CV

0.42

9.7

8, 108

<0.001

 

Sex

0.24

4.2

8, 108

<0.001

 

Year

0.11

1.6

8, 108

0.14

Mackinaw River

Body size

0.3

3.5

8, 64

<0.001

(1901–2000)

Discharge mean

0.19

1.9

8, 64

0.05

 

Discharge CV

0.08

0.69

8, 64

0.71

 

Sex

0.11

0.95

8, 64

0.48

 

Year

*

*

*

*

Bluntnose Minnow

Salt Creek

Body size

0.61

11.1

7, 49

<0.001

Pimephales notatus

(1900–2003)

Discharge mean

0.24

2.2

7, 49

0.05

 

Discharge CV

0.06

0.4

7, 49

0.87

 

Sex

0.42

5.1

7, 49

<0.001

 

Year

0.16

1.3

7, 49

0.26

 

Body size * sex

0.38

4.4

7, 49

<0.001

Lake Michigan

Body size

0.64

17.5

7, 68

<0.001

(1900–1998)

Sex

0.31

4.4

7, 68

<0.001

 

Year

0.18

2.1

7, 68

0.05

  1. See Figs. 3, 4, 5, 6, 7 for visualizations of shape changes