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<br />2 Abundance Trends and the Status of the Little Colorado River Population of Humpback Chub 1989-2006 <br /> <br />approximately a 40%-50(;(; decline between 1989 and 2001. <br />More recently, the population appears to have increased, <br />reaching between 5,300 and 6,800 individuals in 2006. This <br />increase in adult fish abundance since 200 1 appears to be a <br />result of increased recruitment beginning in the mid- to late- <br />1990s and continuing through at least 2002. <br />Inclusion of ageing error in the assessment procedures <br />has resulted in less precise estimates of adult abundance and <br />recruitment. These results suggest that experimental man- <br />agement actions that result in large changes in recruitment <br />are much more likely to be detected than actions resulting <br />in small changes in recruitment. Therefore, if ASMR results <br />continue to be used as the primary measure of HBC recruit- <br />ment variation, experimental management actions designed to <br />induce large changes in HBC recruitment should be prefen-ed <br />to those likely to induce only small changes. Adherence to this <br />recommendation will help guard against failing to recognize <br />beneficial management policies simply because the magnitude <br />of the response was not sufficient to be detected by the cun-ent <br />stock assessment program. <br /> <br />Introduction <br /> <br />The humpback chub is a focal resource of the Glen <br />Canyon Dam Adaptive Management Program. a federally <br />authorized initiative to protect and mitigate adverse impacts <br />to resources downstream of Glen Canyon Dam. The focus on <br />BBC is primarily a result of its unique ecological role as one <br />of the few remaining endemic aquatic species within Grand <br />Canyon and its endangered listing status lmder the Endangered <br />Species Act of 1973 (Gloss and Coggins, 20(5). The purpose <br />of this report is to provide updated infonnation on the status <br />and trends of the Little Colorado River population of BBC in <br />light of new information and retined assessment methodol- <br />ogy. Such information constitutes the cornerstone of the BBC <br />monitoring program within the GCDAMP and is also poten- <br />tially useful to evaluate the recovery goals for this species <br />as specitied by the U.S. Fish and Wildlife Service (USFWS; <br />U.S. Fish and Wildlife Service, 2002). The U.S. Geological <br />Survey's Grand Canyon Monitoring and Research Center has <br />responsibility for the scientific monitoring .md research efforts <br />for the GCDAMP. including the preparation of reports such as <br />this one. <br />The unique life-history attributes of BBC and the large <br />vmiety of sampling and monitoring programs ongoing since <br />the 1980s (Coggins and others. 2006a) prompted the develop- <br />ment of a new type of age-structured open population capture- <br />recapture model called the age-structured mark recapture <br />model (Coggins and others, 2006b). This model was s.ubse- <br />quently used in combination with other capture-recapture and <br />index-based assessments to provide a comprehensive assess- <br />ment of the LCR population of HBC (Coggins and others, <br />2006a). The ASMR approach has been subjected to a series <br />of independent peer evaluations. both a" part of the GCDAMP <br /> <br />(Kitcbell and others, 2003; Otis and Wickham, U.S. Geologi- <br />cal Survey. written commun.. 20(6) and peer-review processes <br />required to publish journal articles and USGS products. These <br />reviews all provide suppOli for the ASMR as an appropri- <br />ate modeling approach to evaluate trends in BBC population <br />size and recruitment patterns. The ASMR model has under- <br />gone continuous retinement since the publication of the last <br />assessment to improve the model's ability to provide insight <br />into BBC population dynamics and responses to manage- <br />ment actions. Presented herein are improvements to the model <br />that include the development of a fonnal model comparison <br />approach using Pearson residuals and information theory to <br />evaluate model tit. Comparison of the three main formulations <br />of ASMR, detailed below and in Coggins and others (2006b), <br />allows more precise examination of model iit and shows how <br />incorrect structural assumptions may bia" model output. <br />A central problem in conducting HBC stock assess- <br />ment is the assignment of age to individual fish. Though this <br />problem is ubiquitous in fish assessment programs (Coggins <br />and Quinn. 1998; Sampson and Yin, 1998), it is particu- <br />larly ditlicult when working with endangered fish and when <br />determination of age is only possible by killing the fish. In the <br />case of humpback chub, an endangered species. determining <br />the age of an individual requires killing the animal. To avoid <br />this problem, individual fish ages must be assigned based on <br />fish lengths and assuming some relationship between these <br />two metrics. In past BBC assessments (Coggins and others, <br />2006a), it was assumed that the age-length relationship was <br />adequately described (U.S. Fish and Wildlife Service, 2002); <br />however. this age-length relationship is based on an exu'emely <br />small sample size (n ;:::; 57) and is therefore suspect. Addition- <br />ally, when assigning individual age based on this relationship, <br />it was originally assumed that fish could be aged without error, <br />clearly not a valid assumption. To alleviate these shortcom" <br />ings, a new method is presented here for estimating the rela- <br />tionship between fish age and length using capture-recapture <br />data. The uncertainty in therelationship between fish age and <br />length is used to evaluate how uncertainty in the determina- <br />tion of age translates to uncertainty in abundance and recruit- <br />ment estimates from ASMR using Monte Carlo simulations. <br />These analyses otfer insight into the HBC assessment and <br />other monitoring programs for aquatic and terrestrial species <br />where capture-recapture methodologies serve as the core of <br />the assessment approach and precise trends in recruitment and <br />mortality are difticult to quantify because of uncertainty in <br />assigning age. <br />Retrospective analyses were employed to evaluate the <br />performance of past model predictions of trends in adult BBC <br />abundance and recruitment. These retrospective analyses <br />consider only a subset of the available data and are structured <br />to demonstrate how information collected annually is used to <br />"update-' estimates from previous years. Mortality and capture <br />probability are potentially confounded in open population <br />models (Williams and others, 200 I). As an example, if an <br />animal is not captured in a sample year is it because the ani- <br />mal died, or is it simply because the animal was not captured? <br />