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Last modified
7/14/2009 5:01:47 PM
Creation date
5/22/2009 12:32:15 PM
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UCREFRP
UCREFRP Catalog Number
8235
Author
Douglas, M. E., R. R. Miller and W. L. Minckley
Title
Multivariate Discrimination of Colorado Plateau Gila spp.
USFW Year
1998
USFW - Doc Type
The "Art of Seeing Well" Revisited
Copyright Material
YES
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<br />~ <br /> <br />DISCRIMINATION OF COLORADO PLATEAU GILA SPP. <br /> <br />167 <br /> <br />TABLE I.-Results from discriminant analysis based on meristic (10 variables), morphometric (23 loglO-transformed <br />variables), and field-usable (23 meristic and morphometric variables) characters that were used to discriminate among <br />Gila robusta, G. elegans, and G. cypha. Percent discrimination is presented for each model within each contrast. <br /> <br /> Characters <br />Species <br />compared Meristic Morphometric Field-usable <br />G. robustalG. elegans Dorsal rays Caudal peduncle depth Caudal peduncle depth <br /> Gill rakers (2nd arch) <br />Discrimination (100%) (100%) (100%) <br />G. cyphalG. elegans Gill rakers (2nd arch) Caudal peduncle depth Caudal peduncle depth <br /> Dorsal rays Length of upper jaw Dorsal rays <br /> Thoracic vertebrae Length of left pharyngeal Length of upper jaw <br /> Dorsal fin base Head depth at occiput <br />Discrimination (98.8%) (96.5% ) (95.3%) <br />G. robustalG. cypha Anal rays Depth of frontal depression Head depth at eye <br /> Caudal vertebrae Anal origin to caudal base Dorsal fin base <br /> Gill rakers (2nd arch) Anal fin base <br /> Pectoral [0 pelvic insertion <br />Discrimination (95.7%) (99.3% ) (99.3%) <br />G. robustalG. cyphal Gill rakers (2nd arch) Caudal peduncle depth Caudal peduncle depth <br />G. elegans Anal rays Depth of frontal depression Anal origin to caudal base <br /> Dorsal rays Anal origin to caudal base Snout length <br /> Thoracic vertebrae Dorsal fin base Snout to occiput <br /> Caudal vertebrae Length of upper jaw Dorsal fin base <br />Discrimination (97.6%) (96.4%) (97.0%) <br /> <br />(81 of 81), and G. cypha and G. elegans were spec- <br />ified in 93.1 % (54 of 58) and in 96.4% (27 of 28), <br />respectively. Field characters correctly allocated <br />all specimens in 96.3% of cases (132 of 137). <br />Again, G. robusta was correctly designated in <br />100% (81 of 81), and G. cypha and G. elegans <br />were classified in 96.6% (56 of 58) and in 89.3% <br />(25 of 28), respectively. Only 2 (of 24) individuals <br />incorrectly allocated among the three species were <br />shared between the three data subsets. <br />The five field characters (Table 1) were used to <br />derive a parametric discriminant function and to <br />perform a canonical variate analysis. With regard <br />to the former, the jackknife procedure failed to <br />improve the original classification of individuals <br />into species (five were misidenified: two G. cypha <br />as G. elegans and three G. elegans as G. cypha). <br />This classification was calculated to be 94% better <br />than chance alone (kappa = 0.9417; Z = 19.463; <br />P < 0.00001). A three-dimensional plot of indi- <br />viduals on the first three canonical axes is pre- <br />sented in Figure 2. Only axes 1 and 2 were sig- <br />nificant (eigenvalue for canonical variate 1 = <br />8.6068 [87.4% of total variation]; eigenvalue for <br />canonical variate 2 = 1.24 [12.6% of total varia- <br />tion]). When the discriminant analysis was per- <br />formed with equal sample sizes (N = 28) and with <br />the use of within-group covariance matrices, only <br />three individuals were misrepresented (one G. cy- <br /> <br />pha was allocated to G. elegans and two G. elegans <br />to G. cypha). <br /> <br />Classification of Juveniles and Putative Hybrids <br /> <br />Sixteen putative hybrids and 142 juveniles were <br />designated to species by inserting relevant loglO- <br />transformed measurements corrected for overall <br />body size into the three formulae below. An un- <br />known specimen is allocated to the species that <br />achieves the highest of the three scores. <br /> <br />Gila robusta = [(546.15. snout length) + (382.88. <br />snout to occiput) + (966.72.dorsal base) + <br />(752.3. caudal peduncle depth) + (1,573.58. <br />anal origin to caudal base)] - 1,663.41. <br />Gila cypha = [(470.37. snout length) + (481.35. <br />snout to occiput) + (840.49. dorsal base) + <br />(863.59. caudal peduncle depth) + (1,441.2. <br />anal origin to caudal base)] - 1,630.01. <br />Gila elegans = [(529.18. snout length) + (459.55. <br />snout to occiput) + (820.2. dorsal base) + <br />(941.2. caudal peduncle depth) + (1,489.33. <br />anal origin to caudal base)] - 1,783.62. <br /> <br />With the use of these functions, 88% (126 of <br />142) of the juveniles were correctly classified. For <br />individual species, the results were as follows: G. <br />robusta, 97.2% (103 of 106); G. cypha, 60.0% (18 <br />of 30), and G. elegans, 66.7% (4 of 6). The three <br />misclassified G. robusta juveniles were allocated <br />
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