---

Distribution of Fishes in the Red River of the North Basin on Multivariate Environmental Gradients

Appendix

---

Table A3. Fish species data ranked from 0-5 based on frequency of occurrence at 50 stream reaches in the Red River basin and used for canonical correspondence analysis. Reach descriptions are provided in Table 1. Reaches 4, 9, 39, and 48 were not used because environmental information was not available (Table A2). Data include FORTRAN code and are in Cornell condensed format for use with the CANOCO (1988) computer program.

SPECIES - PRES/ABS SCALED 0-5, SITE=STREAM/ECOREGION
(I10,1X,5(I4,F5.O))
5

1	4	2.0	9	4.0	10	2.0	12	3.0	13	4.0
1	15	3.0	19	2.0	20	4.0	22	1.0	28	1.0
1	30	1.0	35	1.0	41	2.0	46	4.0	47	1.0
1	48	1.0	49	2.0	50	1.0	53	3.0	57	2.0
1	60	1.0	61	1.0	62	1.0	65	1.0	66	3.0
1	68	1.0	70	1.0	71	1.0	73	1.0	76	3.0
1	77	4.0	79	1.0
2	10	3.0	14	2.0	15	2.0	19	1.0	22	4.0
2	25	3.0	26	1.0	30	2.0	31	1.0	32	2.0
2	33	1.0	37	1.0	38	1.0	41	3.0	44	3.0
2	45	3.0	46	2.0	47	1.0	48	2.0	50	1.0
2	51	1.0	52	2.0	53	2.0	54	1.0	56	2.0
2	60	1.0	63	1.0	64	1.0	66	1.0	68	1.0
2	70	3.0	71	3.0	73	2.0	74	1.0	79	1.0
3	2	1.0	10	4.0	14	1.0	15	1.0	19	1.0
3	20	3.0	22	2.0	25	1.0	26	1.0	28	1.0
3	30	2.0	33	3.0	35	1.0	41	2.0	43	1.0
3	44	1.0	45	3.0	46	2.0	48	1.0	49	1.0
3	51	2.0	52	1.0	53	3.0	55	1.0	56	1.0
3	58	1.0	59	1.0	60	1.0	62	1.0	63	1.0
3	66	1.0	70	1.0	71	1.0	73	1.0	76	1.0
3	77	1.0
4	8	1.0	9	1.0	10	5.0	13	1.0	14	2.0
4	15	2.0	19	2.0	20	1.0	22	4.0	24	2.0
4	25	2.0	30	4.0	34	1.0	35	2.0	37	1.0
4	38	2.0	41	4.0	43	3.0	44	3.0	45	5.0
4	46	2.0	48	1.0	49	1.0	50	2.0	51	1.0
4	52	2.0	53	2.0	56	1.0	58	2.0	63	1.0
4	68	1.0	70	4.0	73	2.0	74	1.0	76	1.0
4	77	1.0	79	2.0
5	1	2.0	8	1.0	10	5.0	14	1.0	22	4.0
5	24	1.0	25	2.0	26	1.0	31	1.0	32	3.0
5	33	1.0	34	1.0	37	1.0	38	3.0	41	4.0
5	43	5.0	44	2.0	45	4.0	46	3.0	48	2.0
5	51	2.0	52	4.0	53	2.0	54	2.0	58	3.0
5	60	3.0	62	3.0	64	3.0	68	3.0	70	3.0
5	71	3.0	72	1.0	73	3.0	79	3.0
6	6	1.0	7	1.0	10	4.0	22	5.0	25	1.0
6	30	1.0	32	1.0	38	2.0	41	1.0	43	4.0
6	44	1.0	45	4.0	46	1.0	52	2.0	53	1.0
6	60	1.0	62	1.0	68	2.0	70	2.0	71	1.0
6	78	2.0	79	4.0
7	1	1.0	2	1.0	9	1.0	10	4.0	13	1.0
7	14	3.0	15	3.0	20	1.0	22	5.0	25	3.0
7	26	1.0	30	3.0	32	1.0	34	2.0	35	2.0
7	37	1.0	40	1.0	41	3.0	43	3.0	44	2.0
7	45	3.0	46	1.0	50	1.0	51	2.0	52	2.0
7	53	3.0	58	3.0	60	1.0	63	1.0	66	1.0
7	68	1.0	70	3.0	71	1.0	73	3.0	76	1.0
7	79	3.0
8	10	2.0	19	1.0	20	2.0	22	1.0	29	1.0
8	35	1.0	41	4.0	45	1.0	46	3.0	50	1.0
8	53	3.0	56	1.0	68	2.0	79	3.0
9	10	1.0	22	3.0	25	1.0	40	1.0	41	3.0
9	43	1.0	45	2.0	48	2.0	51	1.0	70	2.0
9	73	1.0	79	2.0
10	9	1.0	10	2.0	12	1.0	19	1.0	20	3.0
10	22	3.0	29	1.0	35	1.0	40	1.0	42	4.0
10	43	1.0	44	1.0	45	2.0	46	3.0	48	1.0
10	49	1.0	51	1.0	53	2.0	56	1.0	58	2.0
10	66	1.0	70	1.0	71	1.0	73	1.0	75	1.0
10	76	2.0	77	1.0	79	2.0
11	10	5.0	17	2.0	18	2.0	22	5.0	25	4.0
11	30	3.0	40	4.0	41	3.0	43	4.0	44	4.0
11	45	5.0	46	2.0	51	4.0	53	2.0	58	3.0
11	70	4.0	73	4.0	79	2.0
12	1	1.0	9	1.0	10	3.0	13	2.0	14	1.0
12	15	2.0	19	2.0	20	3.0	22	2.0	30	2.0
12	35	4.0	38	1.0	41	5.0	43	1.0	45	3.0
12	46	4.0	49	2.0	50	1.0	51	3.0	53	3.0
12	56	1.0	62	1.0	66	2.0	68	3.0	70	3.0
12	71	2.0	72	1.0	73	4.0	75	1.0	76	2.0
12	77	1.0	79	2.0
13	10	2.0	22	3.0	24	1.0	41	5.0	43	1.0
13	45	3.0	46	2.0	51	1.0	53	1.0	68	1.0
13	70	1.0	73	1.0	79	3.0
14	10	2.0	20	2.0	21	2.0	41	4.0	43	1.0
14	45	1.0	46	4.0	51	1.0	53	4.0	68	3.0
14	73	1.0	79	2.0
15	9	1.0	10	4.0	12	2.0	16	1.0	19	1.0
15	20	3.0	21	1.0	22	3.0	28	1.0	29	1.0
15	30	1.0	35	2.0	40	2.0	41	5.0	45	1.0
15	46	4.0	49	1.0	51	4.0	52	4.0	56	1.0
15	59	1.0	65	1.0	66	1.0	68	1.0	70	2.0
15	73	1.0	75	1.0	79	2.0
16	10	5.0	15	1.0	20	2.0	21	1.0	22	4.0
16	30	1.0	41	4.0	43	2.0	45	4.0	46	5.0
16	49	1.0	51	2.0	53	1.0	68	2.0	73	3.0
16	79	2.0
17	10	3.0	14	1.0	15	1.0	20	1.0	21	1.0
17	22	3.0	24	2.0	37	1.0	38	2.0	39	2.0
17	52	2.0	53	1.0	70	3.0	73	3.0	74	2.0
17	79	2.0
18	10	2.0	20	4.0	28	1.0	41	1.0	46	3.0
18	48	2.0	53	2.0	65	1.0	66	3.0	68	1.0
18	70	1.0
19	1	1.0	3	1.0	10	3.0	11	2.0	12	1.0
19	13	2.0	14	2.0	15	3.0	16	1.0	17	2.0
19	19	1.0	20	2.0	22	4.0	25	3.0	26	1.0
19	27	1.0	30	1.0	31	1.0	32	1.0	33	2.0
19	35	1.0	36	2.0	37	1.0	40	3.0	41	1.0
19	43	2.0	44	1.0	45	1.0	46	2.0	47	3.0
19	48	1.0	49	1.0	51	2.0	52	1.0	53	2.0
19	54	1.0	55	1.0	56	1.0	58	3.0	59	1.0
19	60	2.0	62	2.0	64	3.0	65	1.0	66	2.0
19	67	2.0	68	2.0	69	1.0	70	3.0	71	3.0
19	72	2.0	73	3.0	76	1.0	78	1.0	79	1.0
20	3	1.0	10	3.0	21	1.0	22	4.0	25	3.0
20	26	2.0	30	1.0	31	3.0	32	3.0	33	1.0
20	36	2.0	37	1.0	38	2.0	39	1.0	40	1.0
20	41	3.0	43	2.0	44	1.0	45	2.0	46	2.0
20	47	1.0	48	2.0	51	2.0	52	3.0	53	2.0
20	54	1.0	58	1.0	59	2.0	60	3.0	62	1.0
20	64	1.0	66	1.0	68	3.0	69	1.0	70	2.0
20	71	3.0	72	1.0	73	1.0	76	1.0	79	2.0
21	4	1.0	5	1.0	9	4.0	10	3.0	12	3.0
21	13	5.0	14	5.0	15	5.0	16	4.0	17	1.0
21	19	5.0	20	4.0	22	3.0	28	1.0	30	1.0
21	33	2.0	35	5.0	40	3.0	41	3.0	44	1.0
21	46	3.0	48	1.0	49	3.0	51	2.0	53	4.0
21	57	1.0	58	3.0	59	2.0	61	1.0	64	1.0
21	66	3.0	70	3.0	71	3.0	72	3.0	73	3.0
21	76	3.0	77	2.0
22	9	4.0	10	5.0	12	1.0	13	4.0	14	4.0
22	15	5.0	16	4.0	17	2.0	19	5.0	20	5.0
22	21	2.0	25	2.0	30	4.0	33	4.0	35	5.0
22	37	1.0	40	4.0	41	2.0	43	1.0	44	2.0
22	46	1.0	47	2.0	48	1.0	49	2.0	51	2.0
22	53	4.0	58	1.0	62	1.0	64	2.0	70	3.0
22	71	4.0	72	4.0	73	4.0	76	2.0	77	2.0
23	9	1.0	10	2.0	14	1.0	19	1.0	20	2.0
23	22	2.0	24	1.0	29	1.0	35	1.0	38	1.0
23	41	5.0	43	2.0	45	3.0	46	2.0	48	1.0
23	49	1.0	53	1.0	54	1.0	56	1.0	65	2.0
23	66	1.0	70	2.0	73	1.0	75	1.0	76	1.0
23	79	2.0
24	10	4.0	22	3.0	24	2.0	30	1.0	41	5.0
24	43	5.0	44	1.0	45	5.0	46	2.0	53	2.0
24	64	1.0	65	1.0	66	1.0	70	3.0	71	1.0
24	73	1.0	76	1.0	79	4.0
25	10	1.0	13	1.0	14	1.0	15	1.0	22	4.0
25	25	3.0	26	2.0	27	1.0	30	1.0	31	3.0
25	32	3.0	33	2.0	36	1.0	37	2.0	40	2.0
25	41	2.0	43	2.0	44	2.0	45	1.0	46	1.0
25	47	2.0	48	2.0	51	2.0	52	2.0	54	2.0
25	59	3.0	60	3.0	62	2.0	64	2.0	66	2.0
25	68	2.0	69	1.0	70	1.0	71	2.0	72	1.0
25	76	1.0	79	2.0
26	10	5.0	22	5.0	30	1.0	35	5.0	41	3.0
26	43	5.0	44	2.0	45	5.0	46	1.0	51	1.0
26	53	1.0	56	2.0	58	1.0	70	4.0	73	1.0
26	79	3.0
27	5	1.0	10	5.0	12	1.0	14	1.0	15	1.0
27	20	1.0	21	2.0	22	5.0	28	1.0	29	1.0
27	30	4.0	35	4.0	41	3.0	43	1.0	44	3.0
27	45	5.0	46	3.0	48	1.0	49	1.0	53	3.0
27	56	2.0	66	1.0	70	5.0	72	1.0	73	1.0
27	75	2.0	76	1.0	79	1.0
28	10	5.0	15	1.0	21	1.0	22	5.0	30	4.0
28	35	5.0	41	3.0	43	5.0	44	4.0	45	5.0
28	46	2.0	50	3.0	51	2.0	53	3.0	56	5.0
28	58	3.0	70	5.0	71	1.0	72	1.0	73	5.0
28	75	1.0	76	1.0	79	3.0
29	9	2.0	10	1.0	12	4.0	20	4.0	41	4.0
29	46	3.0	48	3.0	53	2.0	58	2.0	65	1.0
29	68	1.0	73	1.0	77	1.0	79	1.0
30	1	1.0	2	1.0	4	4.0	5	3.0	9	3.0
30	10	2.0	12	2.0	13	3.0	14	2.0	15	4.0
30	16	1.0	19	4.0	20	5.0	22	1.0	23	2.0
30	25	1.0	28	2.0	29	2.0	30	1.0	33	1.0
30	35	2.0	41	2.0	42	1.0	44	1.0	45	1.0
30	46	1.0	47	1.0	49	4.0	50	1.0	53	2.0
30	55	1.0	56	2.0	57	1.0	58	2.0	59	1.0
30	62	1.0	66	1.0	70	1.0	71	1.0	72	1.0
30	73	1.0	75	3.0	76	3.0	77	4.0
31	10	4.0	21	2.0	24	3.0	30	1.0	38	3.0
31	39	4.0	41	4.0	43	1.0	45	3.0	51	1.0
31	52	4.0	53	2.0	58	1.0	68	4.0	70	2.0
31	71	1.0	73	2.0	77	1.0	78	1.0	79	3.0
32	1	1.0	2	1.0	5	1.0	9	2.0	10	4.0
32	12	1.0	13	1.0	14	2.0	15	3.0	20	1.0
32	22	4.0	23	1.0	24	1.0	25	2.0	26	1.0
32	28	1.0	30	1.0	31	1.0	33	1.0	34	1.0
32	35	1.0	36	1.0	38	1.0	39	1.0	40	1.0
32	41	3.0	43	1.0	44	2.0	45	1.0	46	1.0
32	48	1.0	49	1.0	51	1.0	52	1.0	53	3.0
32	55	2.0	56	1.0	58	3.0	62	1.0	63	1.0
32	64	1.0	66	1.0	68	1.0	70	3.0	71	3.0
32	72	1.0	73	4.0	74	1.0	75	1.0	76	3.0
32	77	3.0	79	1.0
33	1	2.0	8	1.0	10	4.0	13	1.0	14	1.0
33	15	2.0	20	1.0	21	1.0	22	2.0	24	1.0
33	28	1.0	30	1.0	31	1.0	32	1.0	35	1.0
33	38	1.0	39	1.0	41	3.0	43	1.0	44	1.0
33	45	1.0	47	1.0	48	1.0	50	1.0	51	1.0
33	52	2.0	53	4.0	55	3.0	56	3.0	58	2.0
33	60	1.0	62	1.0	64	1.0	66	1.0	68	1.0
33	70	4.0	71	1.0	73	4.0	74	1.0	75	2.0
33	76	3.0	77	2.0	79	2.0
34	9	1.0	10	4.0	19	2.0	20	2.0	22	1.0
34	28	1.0	29	1.0	30	1.0	38	1.0	40	1.0
34	41	5.0	45	1.0	46	4.0	49	1.0	53	3.0
34	56	1.0	68	3.0	73	1.0	75	1.0	76	1.0
34	77	1.0	79	2.0
35	4	1.0	6	1.0	10	4.0	13	1.0	14	1.0
35	15	1.0	16	1.0	19	1.0	20	1.0	21	1.0
35	22	2.0	26	1.0	29	1.0	30	1.0	33	2.0
35	34	1.0	35	2.0	40	1.0	41	3.0	43	1.0
35	44	2.0	45	3.0	46	4.0	48	1.0	49	1.0
35	50	1.0	51	3.0	53	4.0	56	1.0	57	1.0
35	58	1.0	59	1.0	60	1.0	61	1.0	62	1.0
35	63	1.0	64	1.0	65	1.0	66	1.0	68	1.0
35	70	2.0	71	2.0	73	2.0	76	1.0	77	1.0
35	79	2.0
36	4	1.0	9	1.0	10	3.0	12	1.0	15	4.0
36	19	2.0	20	2.0	22	2.0	28	1.0	30	1.0
36	33	1.0	35	1.0	40	2.0	41	2.0	46	4.0
36	49	4.0	50	3.0	51	1.0	53	2.0	56	1.0
36	58	1.0	59	1.0	65	1.0	66	1.0	73	2.0
36	75	2.0	76	2.0	77	2.0	79	1.0
37	5	1.0	9	1.0	10	4.0	13	1.0	14	1.0
37	15	3.0	16	1.0	19	3.0	20	2.0	21	2.0
37	22	1.0	23	1.0	26	1.0	28	1.0	29	1.0
37	30	3.0	31	1.0	33	1.0	34	1.0	35	3.0
37	38	3.0	40	3.0	41	4.0	43	2.0	44	2.0
37	45	1.0	46	1.0	49	2.0	50	1.0	51	1.0
37	53	2.0	56	1.0	58	3.0	60	2.0	66	1.0
37	68	2.0	70	2.0	71	1.0	76	2.0	77	1.0
37	79	3.0
38	10	4.0	20	1.0	21	1.0	22	2.0	24	1.0
38	38	3.0	39	1.0	41	5.0	43	1.0	45	4.0
38	46	1.0	48	1.0	52	3.0	53	1.0	66	1.0
38	70	2.0	73	1.0	77	1.0	79	5.0
39	10	4.0	19	1.0	20	1.0	21	1.0	22	3.0
39	24	1.0	30	1.0	38	1.0	39	1.0	41	3.0
39	43	1.0	45	3.0	46	2.0	48	1.0	50	1.0
39	52	2.0	53	1.0	58	1.0	60	1.0	70	3.0
39	73	1.0	79	2.0
40	6	1.0	7	1.0	10	4.0	22	4.0	35	2.0
40	39	2.0	41	5.0	43	2.0	44	1.0	45	5.0
40	46	2.0	53	2.0	56	1.0	70	5.0	71	2.0
40	73	4.0	79	2.0
41	6	1.0	7	1.0	10	4.0	22	3.0	24	1.0
41	38	1.0	39	1.0	41	5.0	43	4.0	45	5.0
41	52	1.0	53	1.0	70	3.0	71	1.0	73	1.0
41	79	4.0
42	4	1.0	10	3.0	19	1.0	20	2.0	22	2.0
42	23	1.0	35	2.0	41	4.0	44	1.0	45	3.0
42	46	2.0	49	1.0	51	2.0	53	2.0	54	1.0
42	58	1.0	70	2.0	71	1.0	73	2.0	75	1.0
42	76	1.0	77	1.0	79	4.0
43	6	1.0	10	5.0	22	5.0	30	5.0	35	2.0
43	41	5.0	43	5.0	44	3.0	45	5.0	46	2.0
43	51	2.0	53	1.0	58	1.0	68	1.0	70	5.0
43	71	1.0	73	3.0	79	2.0
44	9	1.0	10	4.0	12	1.0	14	1.0	15	1.0
44	20	1.0	22	4.0	23	1.0	35	2.0	38	1.0
44	41	3.0	43	2.0	45	4.0	46	2.0	48	1.0
44	51	1.0	52	2.0	53	3.0	58	2.0	60	1.0
44	66	1.0	70	4.0	71	3.0	73	4.0	75	1.0
44	76	1.0	79	2.0
45	1	1.0	9	1.0	10	4.0	13	2.0	14	3.0
45	15	2.0	20	1.0	22	2.0	25	2.0	30	2.0
45	35	1.0	37	1.0	38	1.0	41	2.0	43	1.0
45	44	2.0	45	2.0	46	1.0	48	2.0	49	1.0
45	50	2.0	51	1.0	52	2.0	53	4.0	55	2.0
45	56	1.0	58	3.0	60	1.0	68	1.0	70	2.0
45	73	2.0	75	2.0	76	1.0	77	2.0	79	1.0
46	8	1.0	10	4.0	22	3.0	26	4.0	31	3.0
46	32	5.0	33	1.0	37	1.0	38	4.0	40	2.0
46	41	5.0	43	4.0	45	3.0	46	1.0	51	1.0
46	52	1.0	54	1.0	68	3.0	70	3.0	71	2.0
46	73	3.0	79	3.0
47	1	2.0	4	2.0	5	2.0	9	2.0	10	4.0
47	13	2.0	14	2.0	15	4.0	19	5.0	20	2.0
47	22	5.0	25	3.0	28	2.0	30	4.0	34	2.0
47	35	5.0	37	1.0	40	1.0	41	5.0	43	1.0
47	44	4.0	45	3.0	48	1.0	49	2.0	50	2.0
47	51	2.0	52	1.0	53	2.0	55	1.0	56	3.0
47	58	5.0	68	1.0	70	4.0	73	3.0	75	1.0
47	76	1.0	77	1.0
48	1	1.0	9	1.0	10	5.0	13	2.0	14	4.0
48	15	4.0	22	3.0	25	3.0	30	3.0	32	1.0
48	34	1.0	35	3.0	38	1.0	41	3.0	43	3.0
48	44	3.0	45	3.0	48	1.0	49	1.0	50	3.0
48	52	1.0	53	3.0	55	2.0	56	3.0	58	2.0
48	68	2.0	70	3.0	71	1.0	73	2.0	75	2.0
48	76	1.0	77	2.0	79	1.0
49	10	2.0	12	1.0	20	2.0	41	4.0	46	3.0
49	53	2.0	60	1.0	66	1.0	68	1.0	71	1.0
49	76	1.0	79	2.0
50	10	4.0	12	1.0	13	1.0	15	1.0	19	1.0
50	20	3.0	29	1.0	41	4.0	46	5.0	49	1.0
50	51	3.0	53	3.0	56	1.0	58	1.0	60	1.0
50	68	1.0	70	1.0	73	1.0	76	1.0	77	1.0
50	79	1.0
0

ICH

CHS

ICH

UNI

AMI

CAL

HIO

ALO

HIO

TER

ONC

MYK

SAL

TRU

SAL

FON

CAR

CYP

CAT

COM

HYP

NIG

ICT

CYP

MOX

ANI

MOX

ERY

MOX

MAC

MOX

VAL

CAM

ANO

CAM

OLI

CYP

SPI

CYP

CAR

HYB

HAN

LUX

COR

MAC

STO

MAR

MAR

NOC

BIG

NOT

CRY

NOT

ANO

NOT

ATH

NOT

BLE

NOT

DOR

NOT

HET

NOT

HEL

NOT

HUD

NOT

RUB

NOT

STR

NOT

TEX

NOT

VOL

PHO

EOS

PHO

NEO

PIM

NOT

PIM

PRO

PLA

GRA

RHI

ATR

RHI

CAT

SEM

ATR

AME

MEL

AME

NAT

AME

NEB

ICT

PUN

NOT

FLA

NOT

GYR

UMB

LIM

ESO

LUC

FUN

DIA

LOT

LOT

PER

OMI

MOR

CHR

AMB

RUP

LEP

CYA

LEP

GIB

LEP

HUM

LEP

MAC

MIC

DOL

MIC

SAL

POM

ANN

POM

NIG

ETH

CAE

ETH

EXI

ETH

MIC

ETH

NIG

PER

FLA

PER

CAP

PER

MAC

PER

SHU

STI

CAN

STI

VIT

APL

GRU

COT

BAI

CUL

INC

BOISRRV

BUFFNCH

BUFFRRV

BUFFTRA

CLEANCH

CLEANLF

CLEARRV

.ELMRRV

FORENGP

FORERRV

FORETRA

GOOSRRV

GOOSTRA

MAPLNGP

MAPLRRV

MAPLTRA

MIDDRRV

MUSTRRV

OTTENCH

OTTENLF

OTTERRV

OTTETRA

PARKRRV

PARKTRA

PELINCH

PEMBNGP

PEMBRRV

PEMBTRA

RABBRRV

.REDRRV

REDLNMW

REDLRRV

ROSENMW

RUSHRRV

SHEYNGP

SHEYRRV

SHEYTRA

SNAKRRV

TAMARRV

TONGRRV

TONGTRA

TURTRRV

TURTTRA

.TWORRV

WRMNNCH

WRMNNLF

WRMNRRV

WRMNTRA

WRNDNGP

WRNDRRV

---

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