Western North American Naturalist
Volume 73 Number 2 Article 8
7-5-2013
Genetic sampling of Palmer's chipmunks in the Spring Mountains, Nevada
Kevin S. McKelvey USDA Forest Service, Missoula, MT, [email protected]
Jennifer E. Ramirez USDA Forest Service, Las Vegas, NV, [email protected]
Kristine L. Pilgrim USDA Forest Service, Missoula, MT, [email protected]
Samuel A. Cushman USDA Forest Service, Flagstaff, AZ, [email protected]
Michael K. Schwartz USDA Forest Service, Missoula, MT, [email protected]
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Recommended Citation McKelvey, Kevin S.; Ramirez, Jennifer E.; Pilgrim, Kristine L.; Cushman, Samuel A.; and Schwartz, Michael K. (2013) "Genetic sampling of Palmer's chipmunks in the Spring Mountains, Nevada," Western North American Naturalist: Vol. 73 : No. 2 , Article 8. Available at: https://scholarsarchive.byu.edu/wnan/vol73/iss2/8
This Article is brought to you for free and open access by the Western North American Naturalist Publications at BYU ScholarsArchive. It has been accepted for inclusion in Western North American Naturalist by an authorized editor of BYU ScholarsArchive. For more information, please contact [email protected], [email protected]. Western North American Naturalist 73(2), © 2013, pp. 198–210
GENETIC SAMPLING OF PALMER’S CHIPMUNKS IN THE SPRING MOUNTAINS, NEVADA
Kevin S. McKelvey1,4, Jennifer E. Ramirez2, Kristine L. Pilgrim1, Samuel A. Cushman3, and Michael K. Schwartz1
ABSTRACT.—Palmer’s chipmunk (Neotamias palmeri) is a medium-sized chipmunk whose range is limited to the higher- elevation areas of the Spring Mountain Range, Nevada. A second chipmunk species, the Panamint chipmunk (Neotamias panamintinus), is more broadly distributed and lives in lower-elevation, primarily pinyon-juniper (Pinus monophylla–Junipe- rus osteosperma) habitat types. Panamint chipmunks are not closely related to Palmer’s, but field identification of the 2 species is unreliable. Palmer’s chipmunk is a species of concern in the state of Nevada and is listed by the International Union for Conservation of Nature (IUCN) as endangered. As such, conservation of Palmer’s chipmunks is a priority in the Spring Mountains National Recreation Area. We sampled putative Palmer’s chipmunks from 13 sites distributed across the Spring Mountains during 2010–2011. We removed Panamint chipmunks by using DNA-based identifications and then ana- lyzed the genetic population structure of Palmer’s chipmunks by using a panel of 9 microsatellites. Of the 228 samples that were genotyped, 186 were Palmer’s; there was no evidence of hybridization between species. Four sites had exclusively Panamint chipmunks, 5 had exclusively Palmer’s chipmunks, and 3 had a mixture of the 2 species. In this study, Palmer’s chipmunks were exclusively captured at sites above 2400 m elevation, and Panamint chipmunks were exclusively captured at sites below 2200 m. Panamint chipmunks were trapped in areas typed as pinyon-juniper, but they were also trapped at sites typed as ponderosa pine (Pinus ponderosa) and mixed conifer. Both species were trapped at 3 sites; at all 3 sites, the lower- elevation traps contained Panamint chipmunks and the higher ones Palmer’s chipmunks. Population structure within Palmer’s chipmunks was minimal: heterozygosity was relatively high, and the populations displayed no signs of recent bot- tlenecks. Indications are that the distribution of Palmer’s chipmunk is limited to higher-elevation areas in the Spring Moun- tains, but within this area, Palmer’s chipmunk occurs as a single, large, well-connected, and stable population.
RESUMEN.—Neotamias palmeri es una ardilla de tamaño mediano cuyo hábitat se limita a las áreas más elevadas de Spring Mountain Range, Nevada. Una segunda especie de ardilla, Neotamias panamintinus, tiene una distribución más amplia y vive en áreas más bajas, principalmente en ambientes de pino piñonero (Pinus monophylla–Juniperus osteosperma). Si bien Neotamias panamintinus no se relaciona con Neotamias palmeri, la identificación de ambas especies en el terreno no es confiable. Neotamias palmeri es una especie en riesgo en el estado de Nevada y está incluida en la lista de especies en peligro de extinción de la Unión Internacional para la Conservación de la Naturaleza (IUCN), por lo tanto, la conservación de esta especie es una prioridad en Spring Mountains National Recreation Area. Entre el 2010 y el 2011 tomamos muestras de supuestas Neotamias palmeri en 13 lugares ubicados en Spring Mountains. Eliminamos Neotamias panamintinus identifi- cando con muestras de ADN y analizamos la estructura genética de la población de Neotamias palmeri utilizando un panel de 9 microsatélites. De los genotipos de las 228 muestras que tomamos, 186 correspondían a Neotamias palmeri y no se encontraron rastros de hibridación entre las especies. En cuatro lugares se encontraban exclusivamente Neotamias pana - mintinus, en cinco exclusivamente Neotamias palmeri y en tres se encontró una mezcla de las dos especies. En este estudio, se capturaron únicamente Neotamias palmeri en lugares con una elevación >2400 m y se capturaron únicamente Neotamias panamintinus en lugares con una elevación <2200 m. La especie Neotamias panamintinus se atrapó en ambientes de pino piñonero, en ambientes de pino ponderosa (Pinus ponderosa) y también en bosque mixto de coníferas. Ambas especies se encontraron en tres lugares, en los cuales las trampas ubicadas en zonas menos elevadas contenían Neotamias panamintinus y las ubicadas en zonas más elevadas contenían Neotamias palmeri. La estructura de la población en la especie Neotamias palmeri era mínima, la heterocigosidad era relativamente elevada y las poblaciones no mostraron signos de cuellos de botella recientes. Se observó que Neotamias palmeri se limita a áreas de mayor elevación en Spring Mountains, dentro de dicha área, esta especie constituye una población única, de tamaño considerable, estable y sin aislamiento entre sus miembros.
Palmer’s chipmunk (Neotamias palmeri) is Uinta chipmunk (N. umbrinus) and the grey- a medium-sized chipmunk in the “Dorsalis” collared chipmunk (N. cinereicollis), which col- clade (Banbury and Spicer 2007). This clade lectively are the Palmer’s chipmunk’s closest also contains the cliff chipmunk (N. dorsalis), relatives (Piaggio and Spicer 2001). Several of
1USDA Forest Service, Rocky Mountain Research Station, 800 East Beckwith, Missoula, MT 59801. 2USDA Forest Service, Spring Mountains National Recreation Area, Humboldt–Toiyabe National Forest, 4701 North Torrey Pines Drive, Las Vegas, NV 89130-2301. 3USDA Forest Service, Rocky Mountain Research Station, 2500 S. Pine Knoll Rd., Flagstaff, AZ 86001. 4E-mail: [email protected]
198 2013] PALMER’S CHIPMUNK GENETICS 199 these species are widely distributed in the west- isms, describing hybridization patterns, evalu- ern United States, yet the only chipmunk other ating population structure and connectivity, than Palmer’s found in the Spring Moun tain and evaluating the likelihood of recent popula- Range, Clark County, Nevada, is the Pana mint tion contractions (bottlenecks). Interpretation chipmunk (N. panamintinus), a smaller and dis- of genetic results is greatly simplified for iso- tantly related (Piaggio and Spicer 2001) chip- lated species where the organism’s range is munk. Few published studies discuss Palmer’s well understood. Thus, a species like Palmer’s chipmunk, but it has been re ported as limited chipmunk that can be confused with a sym- to higher elevation (2250–3600 m) areas in the patric species and has likely been isolated for Spring Mountains (Hall and Kelson 1959); Wil- thousands of years is particularly amenable to son and Ruff (1999) report the lower elevation genetic analyses. limit as 2100 m. A recent unpublished study Assuming that Palmer’s chipmunk is en - (Lowrey and Longshore 2011) reported the demic to the higher-elevation areas in the capture of Palmer’s chipmunks at elevations Spring Mountains, its vulnerability will largely ranging from 2080 m to 3290 m. Panamint be related to its population size and connectivity chipmunks are associated with pinyon-juniper across the Spring Mountains. The area where (Pinus monophylla–Juniperus osteosperma) for- Palmer’s chipmunks are known to occur is ex - ests (Lowrey and Longshore 2011) and, in the tensive (>80 km2) and contains potential bar- Spring Mountains, are associated with lower- riers, such as alpine ridges. If local popula- elevation sites (1600–2400 m; Hall and Kelson tions within specific canyons are isolated, then 1959). Lowrey and Longshore (2011) caught genetic drift and lack of gene flow will produce Panamint chipmunks at elevations up to 2643 m. genetic structure at neutral loci when evaluated The marked differences in niche characteris- across the extent of the range. Even with moder- tics between these 2 species may be due to ate levels of connectivity, we would expect to see adaptive differentiation. For example, in labo- some genetic population structure and “isola- ratory experiments, Hirshfeld and Bradley tion by distance,” meaning that the population is (1977) found that Palmer’s chip munks exhibit not structured by geographic barriers, but rather faster growth than do Panamint chipmunks. simply by geographic distance (Wright 1943). The authors attributed this difference in growth Because Palmer’s chipmunk is isolated in a to a longer period of hibernation and interpret limited geographic area, its long term persis- this as an adaptation in Palmer’s chipmunks to tence will be affected by its ability to maintain existence at higher elevations. genetic variability. Over time, alleles will drift Palmer’s chipmunk is a species of concern to fixation, reducing heterozygosity and fitness in the state of Nevada (http://www.ndow.org/ (Hedrick and Kalinowski 2000). Alleles will wild/animals/facts/chipmunk_palmers.shtm) also be created through mutation, thereby in - and is listed by the International Union for creasing heterozygosity and adaptive poten- Con servation of Nature (IUCN) as endangered tial. The rates of both allele loss due to genetic (http://www.iucnredlist.org/apps/redlist/details drift and allele creation through mutation are /21355/0). As such, conservation of Palmer’s controlled by effective population size (Ne), an chipmunks is a priority within the Spring Moun - idealized measure of the number of breeding tains National Recreation Area, and the poten- individuals in a population (Wright 1931). If tial for negative effects on this species weighs Ne is stable over time, then these 2 processes heavily in the planning of management activi- will equilibrate (Kimura and Crow 1964), lead - ties. Further, though the 2 species are only dis- ing to stable population heterozygosity. In gen - tantly related, field identification of Palmer’s eral, for wild mammal populations, Ne is ap- and Panamint chipmunks is difficult; it is proximately 10% of the adult population size not known whether they can co-exist in the (Frankham 1995). same microsites. The potential for hybridiza- The primary goal of this study was to exam- tion between these 2 species is unknown, but ine the genetic population structure of Palmer’s hybridization has been documented between chipmunks across the extent of the species’ range, other morphologically distinct chipmunk spe- determine the species’ approximate effective cies (Good et al. 2003). population size and stability, and determine the Genetic analyses provide efficient approaches degree to which local areas are genetically con- to identifying morphologically cryptic organ- nected. Additional goals were to genetically 200 WESTERN NORTH AMERICAN NATURALIST [Volume 73
Fig. 1. Areas sampled for chipmunks in 2010 and 2011. Open circles indicate sampling during fall 2010. The “McWilliams and “Bristlecone” sites (0.79 km apart) are here collapsed into “Upper Lee.” Numbering is 1 = Bonanza, 2 = Carpenter Canyon, 3 = Clark Canyon, 4 = Climate, 5 = Deer Creek, 6 = Harris Springs Road, 7 = Mary Jane, 8 = Mud Springs, 9 = Potosi, 10 = Stirling, 11 = Upper Lee, and 12 = Wallace Canyon. “Climate” locations were intentionally located in the pinyon-juniper forest to capture Panamint chipmunks. Palmer’s chipmunks were the target species at all other sites. identify all captures to species, determine The area ranges in elevation from 1500 m to whether Palmer’s and Panamint chipmunks co- 3632 m. Lower-elevation areas are dry and occur and hybridize, and ascertain whether largely composed of Mojave desert scrub, with Panamint chipmunks are found in areas exte - Joshua trees (Yucca brevifolia) becoming com- rior to pinyon-juniper forest types where they mon with increasing elevation. Above the des - might be confused with Palmer’s chipmunks. ert lies a band of pinyon-juniper forest. With increasing elevation, forest types change to pon - METHODS derosa pine (Pinus ponderosa), move through a mixed conifer forest composed of ponderosa Study Area pine and white fir (Abies concolor), and finally The study area encompasses the Spring change to bristlecone pine (Pinus longaeva) Mountain Range, Clark County, Nevada (Fig. 1). at higher elevations. Climate varies greatly; 2013] PALMER’S CHIPMUNK GENETICS 201
TABLE 1. Sites sampled for Palmer’s and Panamint chipmunks in the Spring Mountains, Nevada. Tree species are Abies concolor (ABCO), Juniperus osteosperma (JUOS), Juniperus scopulorum (JUSC), Pinus longaeva (PILO), Pinus monophylla (PIMO), Pinus ponderosa (PIPO), and Populus tremuloides (POTR). Palmer’s chipmunks were captured exclusively at all sites with elevation ranges above 2400 m. Panamint chipmunks were caught exclusively at sites with elevation ranges below 2200 m. Year Chipmunk Site sampled Location Elevation (m) Tree species species found Bonanza Trail 2011 Bonanza Trail 2300–2370 ABCO, PIPO Palmer’s, Panamint Bristlecone 2010 Upper Lee Creek 2630a ABCO, PILO, Palmer’s PIPO Carpenter Canyon 2011 Carpenter Canyon 2180–2290 ABCO, JUOS, Palmer’s, Panamint PIMO, PIPO Clark Canyon 2011 Clark Canyon 2450–2520 ABCO, PIPO Palmer’s Climate 2010 Lower Kyle Canyon 2120–2140 JUOS, PIMO Panamint Deer Creek 2010 Deer Creek 2590–2700 ABCO, PIPO, Palmer’s POTR Harris Springs 2011 Harris Springs 1760–2170 ABCO, JUOS, Panamint PIMO, PIPO Mary Jane 2010 Upper Kyle Canyon 2420–2490 ABCO, PIPO, Palmer’s POTR McWilliams 2010 Upper Lee Creek 2680a ABCO, PIPO, Palmer’s POTR Mud Springs 2011 Mack’s Canyon 2340–2670 ABCO, JUOS, Palmer’s, Panamint JUSC, PIPO Potosi 2011 Potosi pass 1890–1980 JUOS, PIMO Panamint Stirling 2011 Mt. Stirling WSAb 1980–2020 JUOS, PIMO, Panamint PIPO Wallace 2011 Wallace Canyon 2450–2520 ABCO, PIPO Palmer’s aBristlecone and McWilliams were the first areas trapped in 2010. In these areas a single GPS location was taken at the center of the grid. For all other sites GPS locations were taken at each trap. bWilderness Study Area. foothills areas average <30 cm annual precipi- sample for 360 trap-days. This protocol varied tation, with average summer high temperatures somewhat, particularly during initial trapping approaching 36 °C. Higher elevations have in 2010, which was exploratory. much cooler temperatures and abundant win- Initial sampling in fall 2010 had 3 goals. ter snowfall; a commercial ski resort in upper First, we needed to test layout and effort lev- Lee Canyon reports receiving an average of els to determine the efficacy of the trapping 355 cm of snow annually. protocol. Second, we needed to capture both Palmer’s and Panamint chipmunks to provide Sampling Design samples for genetic testing. Last, we wanted Sampling was designed to capture enough the trapping effort to contribute to the gener- individuals at each site to characterize the alized trapping across the Spring Mountains allele frequencies at that site; trapping was not scheduled to begin in 2011. In 2010, we there- designed to estimate local abundance. Ideally, fore sampled 5 areas to capture chipmunks: 4 each trapping grid contained 30 large Sher- at higher elevations in the area around Mount man live traps in a 5 × 6 arrangement, with Charleston and one at low elevation (Climate) traps spaced approximately 30 m apart from in the pinyon-juniper forest (Table 1, Fig. 1). each other, far enough that captures at traps To determine whether significant genetic would be largely independent, maximizing structure occurs across the Spring Mountains, per-trap efficiency (Dean Pearson, USDA For- samples should be located near the edges of est Service, Missoula, MT, personal communi- the range where sites are most distant from cation). However, given the terrain and habitat each other. Additionally, sites should be lo - in the Spring Mountains, trap locations were cated in areas where peripheral island popula- often constrained by available habitat. In gen- tions may exist (e.g., Mount Stirling; Fig. 1). If eral, 3 of these trap grids were placed in close significant structure is found at this scale, ad- proximity (~0.3 km) and left for 4 days. Thus, ditional sampling in intermediate areas can standard effort to characterize each site was to elucidate where barriers exist, and the nature 202 WESTERN NORTH AMERICAN NATURALIST [Volume 73 of those barriers can be inferred. In 2011, we able, and primers developed for one species therefore sampled an additional 8 sites, locat- often can be used to analyze related species ing sites on both the east and west sides of (Primmer et al. 1996). Additionally, a panel of the range, and extended the sampling north microsatellite markers is often effective for and south into isolated montane areas of Mount species-level identification, as microsatellite Stirling and Potosi Mountain, respectively size generally differs between species. Lastly, (Table 1, Fig. 1). Prior to the trapping season, if microsatellites differ in size between spe - sites were initially located remotely via satel- cies, they provide an effective means to iden- lite imagery and later chosen after ground- tify hybrids (e.g., Schwartz et al. 2004, Bing- truthing. All sites were chosen based on pres- ham et al. 2012). ence of characteristics typically associated with DNA from tissue samples was extracted Palmer’s chipmunk habitat (e.g., forest types with the DNeasy Tissue Kit (Qiagen, Inc.) fol- other than pinyon-juniper, down wood, higher lowing the manufacturer’s instructions. The elevations, etc.). Within the trapping area, plant reaction volume (10 mL) contained 1.0–3.0 mL communities were determined based on Nach - DNA, 1X reaction buffer (Applied Biosys- linger and Reese (1996). tems), 2.0 mM MgCl2, 200 mM of each dNTP, 1 mM reverse primer, 1 mM dye-labeled for- Tissue Sampling and Storage ward primer, 1.5 mg/mL BSA, and 1U Taq We baited each trap with a mixture of polymerase (Applied Biosystems). The PCR rolled oats and peanut butter. To provide insu- profile was 94 °C/5 min, [94 °C/1 min, 55 °C/1 lation and reduce trap stress, we placed up- min, 72 °C/30 s] × 36 cycles for tissue sam- holsterer’s cotton in each trap for use as bed- ples. PCR products were run in a 6.5% acry- ding material. Traps were placed under cover lamide gel for 2 h on a LI-COR DNA analyzer to reduce daytime heating and nighttime cool- (LI-COR Biotechnology). Nine microsatellite ing. Traps were checked once a day in the loci developed for yellow-pine chipmunks (N. morning. If the trap contained a chipmunk, we amoenus; Schulte-Hostedde et al. 2000) were released the chipmunk from the trap into a analyzed: EuAm26, EuAm35, EuAm37, EuAm41, capture bag. Chipmunks were held while ~2 EuAm94, EuAm108, EuAm114, EuAm138, and mm of tissue from the right ear was collected EuAm142. using sterile scissors; once the sample was col- GenBank (http://www.ncbi.nlm.nih.gov/gen lected, the chipmunks were immediately re - bank/) contained reference sequences for leased. No other measurements or handling to both Palmer’s and Panamint chipmunks ana- identify species were performed; sampling was lyzed at the cytochrome c oxidase 2 (COII) designed to minimize stress and was in accor- and cytochrome b (cyt b) regions of the mi- dance with established handling protocols for tome. We amplified the COII region using wild animals (Sikes et al. 2011). Sterile forceps primers L7600 and H316 (Piaggio and Spicer were used to immediately place ear-tissue 2001). The cyt b region was amplified in 2 samples in airtight plastic vials containing sil- segments using primers L14724 and H15230 ica-gel desiccant. Vials were labeled with the and L15060 and H15906 (Piaggio and Spicer trapping area, grid number, trap location, and 2001). Reaction volumes of 50 mL contained date. Lastly, we took a GPS waypoint at the 50–100 ng DNA, 1X reaction buffer (Applied trap location. All samples were shipped to the Biosystems), 2.5 mM MgCl2, 200 mM each USFS Wildlife Genetics Laboratory in Mis- dNTP, 1 mM each primer, and 1 U Taq poly- soula, Montana, for analysis. merase (Applied Biosystems). For both cyt b and COII, the PCR program was 94 °C/5 min, DNA Analysis [94 °C/1 min, 55 °C/1 min, 72 °C/1 min 30 s] DNA analyses were designed to allow spe - × 34 cycles, 72 °C/5 min. The quality and cies identification and to explore genetic struc - quantity of template DNA were determined ture. Species-level identification commonly uses by 1.6% aga rose gel electrophoresis. PCR mitochondrial DNA (mtDNA), where sequence products were purified using ExoSap-IT data are compared to reference samples. Nu - (Affymetrix-USB Corporation, OH) accord- clear DNA, characterized by microsatellites, is ing to manufacturer’s instructions. DNA se- commonly used for analyzing fine-scale popu- quence data was obtained using the Big Dye lation structure. Microsatellites are highly vari - kit and the 3700 DNA Analyzer (ABI; High 2013] PALMER’S CHIPMUNK GENETICS 203
TABLE 2. Descriptive statistics for Palmer’s chipmunk populations. Analyses were limited to sampling locations with 10 or more samples; n is the sample size, A the average number of alleles, Ho the average observed heterozygosity, He the average expected heterozygosity, and F the fixation index 1 – (Ho / He). H deficit and H excess p values are associated with Hardy–Weinberg exact tests for heterozygote deficit and excess. Self-assignment proportions indicate the proportion of samples that statistically were more likely to be drawn from their sample site than from other sites in the Spring Mountains. Standard errors are in parentheses. H deficit H excess Self assign- Sampling site nA Ho He F (p values) (p values) ment (%) Bonanza Trail 35 4.667 0.505 0.492 –0.022 0.851 0.141 62.9 (0.764) (0.100) (0.095) (0.045) Bristlecone 17 4.444 0.490 0.489 –0.023 0.255 0.761 23.5 (0.801) (0.099) (0.100) (0.032) Clark Canyon 15 4.222 0.504 0.520 0.019 0.326 0.693 66.7 (0.741) (0.088) (0.084) (0.043) Deer Creek 10 3.667 0.456 0.454 –0.013 0.325 0.699 40.0 (0.782) (0.118) (0.111) (0.077) Mary Jane 12 3.444 0.472 0.468 –0.049 0.123 0.882 58.3 (0.648) (0.105) (0.104) (0.094) McWilliams 21 4.556 0.513 0.490 –0.054 0.560 0.455 47.6 (0.766) (0.100) (0.097) (0.020) Mud Springs 16 4.111 0.521 0.503 –0.007 0.640 0.376 25.0 (0.696) (0.116) (0.105) (0.049) Wallace Canyon 55 5.333 0.509 0.513 0.007 0.015 0.986 38.2 (1.000) (0.101) (0.103) (0.028)
Throughput Genomics Unit, Seattle, WA). population size, using an allele frequency limit DNA sequence data for COII and cyt b were of 0.05 and assuming random mating. We used generated using the given primers. Sequences STRUCTURE (Pritchard et al. 2000) with K were viewed and aligned with Sequencher = 2 (burn-in = 50,000; run length = 100,000; (Gene Codes Corp., Ann Arbor, MI). “admixture” ancestry model; and no priors) Species-level identification based on mtDNA to look for possible hybridization between was done by comparing our sequences to Palmer’s and Panamint chipmunks. We used reference sequences of Palmer’s and Pana- program Bottleneck (Luikart and Cornuet mint chipmunks available in GenBank. We 1998) to look for evidence of recent population used GenBank’s BLAST search, which per- bottlenecks. In Bottleneck (Luikart and Cor- forms a proximity search, to determine which nuet 1998), we evaluated the sign, Wilcoxon’s, archived sequences were most similar. and mode tests. Primary DNA analyses of chipmunk sam- We analyzed samples previously obtained ples utilized Genalex 6.4 (Peakall and Smouse from large, well-distributed populations of 2006). We performed principal coordinate analy- yellow-pine and red-tailed (N. ruficaudus) sis (PCoA) of genotype frequencies on all chipmunks captured in northern Idaho to samples and, having removed all Panamint compare heterozygosity, allelic richness, and chipmunks (see results below), performed ad - effective population sizes for these species ditional PCoA on Palmer’s chipmunks. For those with Palmer’s chipmunks. Idaho samples were trapping locations where ≥10 Palmer’s chip- collected at 1.61-km intervals across a 1290- munks were captured, we analyzed population km2 area in Boundary County, Idaho (See structure using Genalex to evaluate pairwise Cushman et al. 2006 for maps of the study Fst and Nei’s D, sample-level Mantel tests, area). and AMOVA. We used the Mantel Non-para- metric Test Calculator (Liedloff 1999) to com- RESULTS pute site-level Mantel tests that compared pairwise Fst to Euclidian distance. We tested Initial genetic analyses indicated that mi- for site-level Hardy–Weinberg equilibrium with crosatellite markers were sufficiently variable Genepop (Rousset 2008) using the default to examine population structure in Palmer’s settings. We used Geneclass (Piry et al. 2004) chipmunks (Table 2), and PCoA appeared to to conduct assignment tests. We used LDNe diagnostically group Palmer’s and Panamint (Waples and Do 2008) to estimate effective chipmunks based on the first coordinate (Fig. 204 WESTERN NORTH AMERICAN NATURALIST [Volume 73
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