Ecological Archives M085-004-A3
Joshuah S. Perkin, Keith B. Gido, Arthur R. Cooper, Thomas F. Turner, Megan J. Osborne, Eric R. Johnson, and Kevin B. Mayes. 2015. Fragmentation and dewatering transform Great Plains stream fish communities. Ecological Monographs 85:73–92. http://dx.doi.org/10.1890/14-0121.1
Appendix C. A table showing details and rankings of candidate generalized linear models included in the information theoretic approach used to predict probability of occurrence for fish reproductive guilds in the Great Plains.
Table C1. Candidate generalized linear models developed to predict probability of occurrence for 11 fish reproductive guilds in the Great Plains. Model parameters are given along with number of parameters (K), Akaike's Information Criterion adjusted for small sample size (AICc), the AICc difference between each model and the highest ranked model (Delta AICc), the AIC weight (AIC Wi), cumulative weights (Cum Wi), and loglikelihood values (LL).
Small-bodied pelagophilic |
K |
AICc |
Delta AICc |
AIC Wi |
Cum Wi |
LL |
length+dry |
3 |
35.74 |
0 |
0.51 |
0.51 |
-14.52 |
length |
2 |
37.51 |
1.76 |
0.21 |
0.72 |
-16.58 |
length+discharge+dry |
4 |
38.16 |
2.42 |
0.15 |
0.87 |
-14.47 |
length+discharge |
3 |
40.06 |
4.32 |
0.06 |
0.93 |
-16.68 |
dry |
2 |
40.38 |
4.63 |
0.05 |
0.98 |
-18.02 |
discharge+dry |
3 |
42.9 |
7.16 |
0.01 |
0.99 |
-18.1 |
intercept |
1 |
44.04 |
8.3 |
0.01 |
1 |
-20.97 |
discharge |
2 |
46.08 |
10.34 |
0 |
1 |
-20.87 |
Large-bodied pelagophilic |
K |
AICc |
Delta AICc |
AIC Wi |
Cum Wi |
LL |
discharge |
2 |
29.75 |
0 |
0.31 |
0.31 |
-12.7 |
intercept |
1 |
30.69 |
0.94 |
0.19 |
0.5 |
-14.29 |
discharge+dry |
3 |
31.52 |
1.77 |
0.13 |
0.63 |
-12.41 |
dry |
2 |
31.61 |
1.86 |
0.12 |
0.75 |
-13.63 |
length+discharge |
3 |
31.88 |
2.13 |
0.11 |
0.86 |
-12.58 |
length |
2 |
32.92 |
3.17 |
0.06 |
0.92 |
-14.29 |
length+discharge+dry |
4 |
33.73 |
3.98 |
0.04 |
0.96 |
-12.26 |
length+dry |
3 |
33.93 |
4.18 |
0.04 |
1 |
-13.61 |
Large-bodied lithopelagophilic |
K |
AICc |
Delta AICc |
AIC Wi |
Cum Wi |
LL |
discharge |
2 |
46.54 |
0 |
0.59 |
0.59 |
-21.1 |
length+discharge |
3 |
49.06 |
2.52 |
0.17 |
0.76 |
-21.18 |
discharge+dry |
3 |
49.18 |
2.64 |
0.16 |
0.92 |
-21.24 |
length+discharge+dry |
4 |
51.81 |
5.27 |
0.04 |
0.96 |
-21.3 |
intercept |
1 |
53.85 |
7.31 |
0.02 |
0.97 |
-25.87 |
length |
2 |
54.28 |
7.73 |
0.01 |
0.99 |
-24.97 |
dry |
2 |
55.16 |
8.62 |
0.01 |
0.99 |
-25.41 |
length+dry |
3 |
55.97 |
9.43 |
0.01 |
1 |
-24.63 |
Small-bodied lithopelagophilic |
K |
AICc |
Delta AICc |
AIC Wi |
Cum Wi |
LL |
length+dry |
3 |
35.59 |
0 |
0.53 |
0.53 |
-14.44 |
length |
2 |
37.22 |
1.63 |
0.23 |
0.76 |
-16.44 |
length+discharge+dry |
4 |
38.86 |
3.26 |
0.1 |
0.86 |
-14.82 |
length+discharge |
3 |
40.03 |
4.44 |
0.06 |
0.92 |
-16.66 |
dry |
2 |
40.2 |
4.61 |
0.05 |
0.97 |
-17.93 |
discharge+dry |
3 |
43 |
7.41 |
0.01 |
0.99 |
-18.15 |
intercept |
1 |
43.78 |
8.18 |
0.01 |
1 |
-20.83 |
discharge |
2 |
45.57 |
9.97 |
0 |
1 |
-20.61 |
Large-bodied phytolithophilic |
K |
AICc |
Delta AICc |
AIC Wi |
Cum Wi |
LL |
discharge |
2 |
52.99 |
0 |
0.35 |
0.35 |
-24.32 |
length+discharge |
3 |
54.28 |
1.29 |
0.18 |
0.53 |
-23.79 |
intercept |
1 |
54.74 |
1.75 |
0.14 |
0.67 |
-26.31 |
discharge+dry |
3 |
55.12 |
2.13 |
0.12 |
0.79 |
-24.21 |
dry |
2 |
55.94 |
2.95 |
0.08 |
0.87 |
-25.8 |
length+discharge+dry |
4 |
56.65 |
3.66 |
0.06 |
0.93 |
-23.72 |
length |
2 |
57.01 |
4.02 |
0.05 |
0.98 |
-26.33 |
length+dry |
3 |
58.31 |
5.32 |
0.02 |
1 |
-25.8 |
Small-bodied open substrate lithophilic |
K |
AICc |
Delta AICc |
AIC Wi |
Cum Wi |
LL |
intercept |
1 |
43.82 |
0 |
0.3 |
0.3 |
-20.86 |
length |
2 |
43.94 |
0.12 |
0.28 |
0.58 |
-19.8 |
length+discharge |
3 |
45.81 |
1.99 |
0.11 |
0.69 |
-19.55 |
dry |
2 |
46.25 |
2.42 |
0.09 |
0.78 |
-20.95 |
discharge |
2 |
46.3 |
2.47 |
0.09 |
0.86 |
-20.98 |
length+dry |
3 |
46.52 |
2.69 |
0.08 |
0.94 |
-19.91 |
length+discharge+dry |
4 |
48.3 |
4.48 |
0.03 |
0.97 |
-19.54 |
discharge+dry |
3 |
48.68 |
4.86 |
0.03 |
1 |
-20.99 |
Small-bodied hider speleophilic |
K |
AICc |
Delta AICc |
AIC Wi |
Cum Wi |
LL |
dry |
2 |
15.53 |
0 |
0.45 |
0.45 |
-5.59 |
discharge+dry |
3 |
17.62 |
2.09 |
0.16 |
0.61 |
-5.45 |
length+dry |
3 |
17.9 |
2.37 |
0.14 |
0.74 |
-5.6 |
discharge |
2 |
18.89 |
3.36 |
0.08 |
0.83 |
-7.27 |
intercept |
1 |
19.11 |
3.58 |
0.07 |
0.9 |
-8.5 |
length+discharge+dry |
4 |
20.09 |
4.57 |
0.05 |
0.95 |
-5.44 |
length+discharge |
3 |
20.97 |
5.44 |
0.03 |
0.98 |
-7.13 |
length |
2 |
21.37 |
5.84 |
0.02 |
1 |
-8.51 |
Large-bodied nesting lithophilic |
K |
AICc |
Delta AICc |
AIC Wi |
Cum Wi |
LL |
intercept |
1 |
44.14 |
0 |
0.4 |
0.4 |
-21.01 |
length |
2 |
45.27 |
1.13 |
0.23 |
0.63 |
-20.46 |
dry |
2 |
46.35 |
2.21 |
0.13 |
0.77 |
-21 |
discharge |
2 |
47.36 |
3.22 |
0.08 |
0.85 |
-21.51 |
length+dry |
3 |
47.64 |
3.5 |
0.07 |
0.92 |
-20.47 |
length+discharge |
3 |
48.57 |
4.44 |
0.04 |
0.96 |
-20.93 |
discharge+dry |
3 |
49.7 |
5.57 |
0.02 |
0.99 |
-21.5 |
length+discharge+dry |
4 |
51.08 |
6.94 |
0.01 |
1 |
-20.93 |
Large-bodied nesting polyphilic |
K |
AICc |
Delta AICc |
AIC Wi |
Cum Wi |
LL |
intercept |
1 |
52.13 |
0 |
0.4 |
0.4 |
-25.01 |
discharge |
2 |
54 |
1.87 |
0.16 |
0.55 |
-24.83 |
dry |
2 |
54.01 |
1.88 |
0.15 |
0.71 |
-24.83 |
length |
2 |
54.33 |
2.21 |
0.13 |
0.84 |
-25 |
discharge+dry |
3 |
56.14 |
4.01 |
0.05 |
0.89 |
-24.72 |
length+dry |
3 |
56.36 |
4.23 |
0.05 |
0.94 |
-24.83 |
length+discharge |
3 |
56.37 |
4.24 |
0.05 |
0.98 |
-24.83 |
length+discharge+dry |
4 |
58.66 |
6.53 |
0.02 |
1 |
-24.72 |
Small-bodied nesting speleophilic |
K |
AICc |
Delta AICc |
AIC Wi |
Cum Wi |
LL |
intercept |
1 |
33.87 |
0 |
0.44 |
0.44 |
-15.88 |
length |
2 |
36.05 |
2.18 |
0.15 |
0.58 |
-15.85 |
discharge |
2 |
36.07 |
2.2 |
0.14 |
0.73 |
-15.86 |
dry |
2 |
36.24 |
2.37 |
0.13 |
0.86 |
-15.95 |
length+discharge |
3 |
38.43 |
4.56 |
0.04 |
0.9 |
-15.86 |
length+dry |
3 |
38.55 |
4.68 |
0.04 |
0.95 |
-15.92 |
discharge+dry |
3 |
38.57 |
4.7 |
0.04 |
0.99 |
-15.93 |
length+discharge+dry |
4 |
41.06 |
7.19 |
0.01 |
1 |
-15.93 |
Large-bodied nesting speleophilic |
K |
AICc |
Delta AICc |
AIC Wi |
Cum Wi |
LL |
intercept |
1 |
48.36 |
0 |
0.25 |
0.25 |
-23.13 |
discharge |
2 |
49.13 |
0.76 |
0.17 |
0.42 |
-22.39 |
length |
2 |
49.17 |
0.81 |
0.17 |
0.59 |
-22.42 |
dry |
2 |
49.35 |
0.98 |
0.15 |
0.74 |
-22.5 |
length+dry |
3 |
50.47 |
2.11 |
0.09 |
0.83 |
-21.88 |
length+discharge |
3 |
50.82 |
2.46 |
0.07 |
0.9 |
-22.06 |
discharge+dry |
3 |
50.83 |
2.46 |
0.07 |
0.97 |
-22.06 |
length+discharge+dry |
4 |
52.66 |
4.3 |
0.03 |
1 |
-21.73 |