Clinton T. Moore’s research while affiliated with University of Georgia and other places

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Publications (49)


Crisis on the Prairies Revisited: Implementation of the Native Prairie Adaptive Management Program
  • Article
  • Full-text available

March 2024

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134 Reads

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2 Citations

Ecological Restoration

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Sara C. Vacek

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Clinton T. Moore

The U.S. Fish and Wildlife Service (Service) is a primary manager of federal public lands in the northern Great Plains region, with over 400,000 hectares (ha) of mostly grassland and wetland administered under the National Wildlife Refuge System (NWRS). More specifically, the Service manages > 100,000 ha of mixed-grass and tallgrass prairie in northern Great Plains states. Prairies range from small, isolated < 16-ha tracts embedded in agricultural landscapes to > 10,000-ha contiguous tracts embedded within grassland-dominated landscapes. The mission of the NWRS is uniquely wildlife/wildland oriented, with human uses secondary in importance. As such, the expectation is that natural plant communities occur as relatively high-quality habitats. Grant et al. (2009) explored this expectation, concluding that “Despite 40–70 years of protection, the integrity of many prairies held in public trust continues to decline, primarily because of invasion by cool-season, introduced plants and woody vegetation.” To address this concern, the Service proposed a program to evaluate restoration of Service-owned prairies following principles of adaptive management, including a decision support function. Our purpose in this paper is to update 14 years of development and implementation of the Native Prairie Adaptive Management (NPAM) program. We confirmed that Service-owned prairies continue to be degraded by invasive plants, especially Bromus inermis (smooth brome) and Poa pratensis (Kentucky bluegrass). However, NPAM has facilitated a significant gain in our understanding of ecological restoration and management of prairies in the region, increasing hope that restoration successes can occur when viewed over the long-term (i.e., many decades).

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Agave distribution and floral display influence foraging rates of an endangered pollinating bat and implications for conservation

March 2024

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82 Reads

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1 Citation

Wildlife conservation involves making management decisions with incomplete knowledge of ecological relationships. Efforts to augment foraging resources for the endangered Mexican long‐nosed bat ( Leptonycteris nivalis ) are progressing despite limited knowledge about the species' foraging behavior and requirements. This study aimed to understand L. nivalis responses to floral resource availability, focusing on individual agave‐ and local‐scale characteristics influencing visitation rates to flowering agaves. We observed bat visitation at 62 flowering agaves around two roosts in northeast Mexico on 46 nights in the summers of 2017 and 2018. We found visitation rate had positive relationships with two agave‐scale characteristics: the number of umbels with open flowers and the lower vertical position on the stalk of those umbels (i.e., earlier phenological stages of flowering). However, these factors exhibited strong negative interaction: with few umbels with open flowers, the position of flowering umbels had little effect on visitation rate, but when umbels with open flowers were abundant, visitation rate was more strongly related to the lower flowering umbel position. We also found relationships between visitation rate and two local‐scale characteristics: negative for the density of flowering conspecifics within 30 m of the focal agave and positive for the density of dead standing agave stalks within 30 m. Our findings suggest opportunities to augment foraging resources for L. nivalis in ways that are consistent with their foraging behavior, including: increasing the supply of simultaneously blooming flowers by planting agave species that tend to have more umbels with simultaneously open flowers; planting multiple species of agaves with different flowering times to increase the availability of agaves with open flowers on lower‐positioned umbels throughout the period when bats are present in the region; planting agaves in clusters; and keeping dead standing agave stalks on the landscape. Our study points to useful management strategies that can be implemented and monitored as part of an adaptive management approach to aid in conservation efforts.


Agave distribution and floral display influence foraging rates of an endangered pollinating bat and implications for conservation

October 2023

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6 Reads

Wildlife conservation involves making management decisions with incomplete knowledge of biological and ecological relationships. Efforts to augment foraging resources for the endangered Mexican long-nosed bat (Leptonycteris nivalis) are progressing despite limited knowledge about the species’ foraging behavior and requirements. This study sought to fill knowledge gaps about L. nivalis responses to floral resource availability by addressing individual plant and local-scale (30 m) characteristics that influence visitation rates to flowering agaves. We observed bat visitation at 62 flowering agaves around two roosting caves in northeast Mexico on 46 nights in summers 2017 and 2018. We found visitation rate had positive relationships with two agave-scale characteristics: the number of umbels (flower clusters) with open flowers and earlier phenological stages of plants. A negative interaction between the significant predictors indicated that direction of the relationship between visitation and either characteristic depended on the level of the other characteristic. We also found relationships between visitation rate and two local-scale characteristics: negative for the density of flowering conspecifics within 30 m of the focal plant and positive for the density of dead standing stalks within 30 m. Our findings suggest opportunities to augment foraging resources for L. nivalis in ways that are consistent with the bats’ foraging behavior, including: planting larger agave species with more flowers, planting multiple species of agaves with different flowering times to ensure nectar availability when L. nivalis is present in northeast Mexico, planting agaves in clusters, and keeping dead standing stalks on the landscape. Our study highlights important considerations for management actions, which will ultimately aid the development of ongoing conservation efforts.


Conceptual diagram of the integrated population model. This model is based on a two‐stage life cycle with a prebreeding census (A) in which individuals do not breed until their second year, where j represents year. We estimate a recruitment rate, ρ$$ \uprho $$, which is a product of fecundity and juvenile survival, and assume that new recruits have the same survival probability as returning adults. The integrated population model (B) uses an open robust design submodel (dashed line box) to estimate annual survival probability, ϕ$$ \upphi $$, while accounting for temporary emigration and the proportion of the population available to be counted, π$$ \uppi $$, based on estimated within‐season dynamics of arrival and departure. Annual count data (C) are used in a state‐space model (solid line box) to estimate the change in population size among years. In this diagram, white circles indicate estimated parameters, gray circles indicate derived parameters, and squares indicate data (C = counts, m1 = m‐array for the primary periods, m2 = m‐array for new encounters within secondary periods, and m3 = m‐array for subsequent encounters within secondary periods). All parameters are defined in Table 1.
Estimated resighting probability of red knot marked with field‐readable plastic leg flags, 2005–2018 (A). Dark green flags (B, bottom) were first deployed in 2014, and birds marked with these flags had a lower resighting probability than birds marked with light green (lime) flags (B, top). Photo credit: Jean Hall.
Estimates of adult survival (A), recruitment (B), and population growth rate (C) over time for red knot using Delaware Bay, USA, from 2005 to 2018. Gray shaded regions show the full posterior distributions. Black points represent posterior means, and vertical lines represent the 66% (bold lines) and 95% (thin lines) credible intervals.
Estimated relationship between female horseshoe crab (HSC) abundance and red knot survival probability (A) and recruitment rate (B). The black dashed line and gray shaded region show the mean and 95% credible interval of the predicted values. Points and vertical lines show the mean and 95% credible interval of model estimates. In (A), survival probabilities are predicted holding Arctic snow cover and spawn timing at their mean values.
Estimating recruitment rate and population dynamics at a migratory stopover site using an integrated population model

February 2023

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193 Reads

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5 Citations

Consideration of the full annual cycle population dynamics can provide useful insight for conservation efforts, but collecting data needed to estimate demographic parameters is often logistically difficult. For species that breed in remote areas, monitoring is often conducted during migratory stopover or at nonbreeding sites, and the recruitment rate of new breeding adults can be difficult to estimate directly. Here, we present an integrated population model that uses mark‐resight and count data to estimate survival probability, population growth rate, and recruitment rate for an Arctic‐breeding shorebird of conservation concern, the red knot (Calidris canutus rufa), from data collected during spring stopover in Delaware Bay, USA, from 2005 to 2018. At this site, red knots feed primarily on the eggs of spawning horseshoe crabs (Limulus polyphemus), a legally harvested species. We used this model to estimate the relationship between horseshoe crab abundance and red knot demographics, which informed a recent revision to the framework used to establish horseshoe crab harvest regulations. Our analysis indicates that the red knot population was most likely stable from 2005 to 2018 (average λ = 1.03, 95% credible interval [CRI]: 0.961, 1.15) despite low recruitment rates (average ρ = 0.088, 95% CRI: 0.012, 0.18). Adult survival probability was positively associated with horseshoe crab abundance in the same year (β = 0.35, 95% CRI: 0.09, 0.63), but we found no effect of horseshoe crab abundance two years previously on recruitment of new adults (β = −0.08, 95% CRI: −0.41, 0.38). Our approach demonstrates the utility of integrated population models for understanding population dynamics, even when data are only available from migratory stopover monitoring.


Hidden in plain sight: Integrated population models to resolve partially observable latent population structure

December 2022

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278 Reads

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1 Citation

Population models often require detailed information on sex-, age-, or size-specific abundances, but population monitoring programs cannot always acquire data at the desired resolution. Thus, state uncertainty in monitoring data can potentially limit the demographic resolution of management decisions, which may be particularly problematic for stage-or size-structured species subject to consumptive use. American alligators (Alligator mississippiensis; hereafter alligator) have a complex life history characterized by delayed maturity and slow somatic growth, which makes the species particularly sensitive to overharvest. Though alligator populations are subject to recreational harvest throughout their range, the most widely used monitoring method (nightlight surveys) is often unable to obtain size class-specific counts, which limits the ability of managers to evaluate the effects of harvest policies. We constructed a Bayesian integrated population model (IPM) for alligators in Georgetown County, SC, USA, using records of mark-recapture-recovery, clutch size, harvest, and nightlight survey counts collected locally, and auxiliary information on fecundity, sex ratio, and somatic growth from other studies. We created a multistate mark-recapture-recovery model with six size classes to estimate survival probability, and we linked it to a state-space count model to derive estimates of size class-specific detection probability and abundance. Because we worked from a count dataset in which 60% of the original observations were of unknown size, we treated size class as a latent property of detections and developed a novel observation model to make use of information where size could be partly observed. Detection probability was positively associated with alligator size and water temperature, and negatively influenced by water level. Survival probability was lowest in the smallest size class but was relatively similar among the other five size classes (>0.


Accounting for spatial heterogeneity in visual obstruction in line‐transect distance sampling of gopher tortoises

November 2022

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46 Reads

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6 Citations

Journal of Wildlife Management

Line‐transect distance sampling (LTDS) surveys are commonly used to estimate abundance of animals or objects. In terrestrial LTDS surveys of gopher tortoise ( Gopherus polyphemus ) burrows, the presence of ground‐level vegetation substantially decreases detection of burrows of all sizes, but no field or analytical methods exist to control for spatially heterogeneous vegetation obstruction as a source of variation in detection. We propose the addition of a simple measurement of ground‐level vegetation that serves as a covariate for the detection function. We present a Bayesian hierarchical model in which covariates burrow width and nearby vegetation height help to account for detection bias and improve precision of estimated density. We investigate the performance of this covariate by simulation and by using real LTDS data collected before and after application of prescribed fire. We collected data in 2018 at the Jones Center at Ichauway in Newton, Georgia, USA. Across all simulations, our model including both covariates produced the most accurate density point estimates of any of the models tested. For our case study, our Bayesian model with vegetation covariates tended to produce similar estimates of density before and after burns. Our study indicates that any level of spatial variation in vegetation obstruction decreases detection of burrows and may lead to underestimation in population size (≤68%) and proportion of individuals with small burrow sizes (≤32%) when not considered during analysis. Our work is extensible to other terrestrial sampling efforts where systematic measurement of a spatially distributed obstructing feature is feasible during the LTDS survey.


Figure 1: Model estimates of gopher tortoise probability of infection with Mycoplasma spp. based on the top model-a single parameter model that included the presence or absence of nasal discharge (A). The second-best model included the additive effects of the presence of nasal discharge and tortoise stage (B). Infection status was determined through qPCR on oral swabs collected in 2017 and 2018 from tortoises at the AGTHP (Aiken County, SC, USA). Error bars indicate SE for the model predictions.
Figure 2: Model estimates of gopher tortoise probability of infection with Mycoplasma spp. based on the additive effects of the presence of nasal discharge and scaled immature heterophils (×10 3 μl −1 ). Immature heterophils were scaled by subtracting the mean and dividing by the standard deviations. Infection status was determined through qPCR on oral swabs collected in 2017 and 2018 from tortoises at the AGTHP (Aiken County, SC). Dotted lines outside shaded grey shading indicate SE for the model predictions.
Pathogens tested in both oral and cloacal swabs collected from waif gopher tortoises at the AGTHP in Aiken County, SC, USA.
Mean (and range) gopher tortoise morphometric measurements and hemogram data by demographic stage class during the 2017-2018 sampling period at the AGTHP in South Carolina, USA.
Top 15 candidate models used to identify predictors of Mycoplasma spp. infection in gopher tortoises at the AGTHP in Aiken County, SC, USA.
Island of misfit tortoises: waif gopher tortoise health assessment following translocation

August 2022

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100 Reads

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3 Citations

Conservation Physiology

Translocation, the intentional movement of animals from one location to another, is a common management practice for the gopher tortoise (Gopherus polyphemus). Although the inadvertent spread of pathogens is a concern with any translocation effort, waif tortoises—individuals that have been collected illegally, injured and rehabilitated or have unknown origins—are generally excluded from translocation efforts due to heightened concerns of introducing pathogens and subsequent disease to naïve populations. However, repurposing these long-lived animals for species recovery is desirable when feasible, and introducing waif tortoises may bolster small populations facing extirpation. The objective of this study was to assess the health of waif tortoises experimentally released at an isolated preserve in Aiken County, SC, USA. Our assessments included visual examination, screening for 14 pathogens using conventional or quantitative polymerase chain reaction (qPCR) and haematological evaluation. Of the 143 individuals assessed in 2017 and 2018, most individuals (76%; n = 109 of 143) had no overt clinical evidence of disease and, when observed, clinical findings were mild. In both years, we detected two known tortoise pathogens, Mycoplasma agassizii and Mycoplasma testudineum, at a prevalence of 10.2–13.9% and 0.0–0.8%, respectively. Additionally, we found emydid Mycoplasma, a bacterium commonly found in box turtles (Terrapene spp.), in a single tortoise that showed no clinical evidence of infection. The presence of nasal discharge was an important, but imperfect, predictor of Mycoplasma spp. infection in translocated tortoises. Hemogram data were comparable with wild populations. Our study is the first comprehensive effort to assess pathogen prevalence and hemogram data of waif gopher tortoises following translocation. Although caution is warranted and pathogen screening necessary, waif tortoises may be an important resource for establishing or augmenting isolated populations when potential health risks can be managed.


Breeding Dynamics of Gopher Frog Metapopulations Over 10 Years

June 2022

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61 Reads

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7 Citations

Journal of Fish and Wildlife Management

Populations of amphibians that breed in isolated, ephemeral wetlands may be particularly sensitive to breeding and recruitment rates, which can be influenced by dynamic and difficult-to-predict extrinsic factors. The gopher frog Rana capito is a declining species currently proposed for listing under the U.S. Endangered Species Act, as well as one of many pond-breeding amphibians of conservation concern in the southeastern United States. To represent gopher frog breeding dynamics, we applied an occupancy modeling framework that integrated multiple datasets collected across the species’ range to (i) estimate the influence of climate, habitat, and other factors on wetland-specific seasonal breeding probabilities, and (ii) use those estimates to characterize seasonal, annual, and regional breeding patterns over a 10-yr period. Breeding probability at a wetland was positively influenced by seasonal precipitation (Standardized Precipitation Index) and negatively influenced by fish presence. We found some evidence that the amount of suitable habitat surrounding a wetland was positively correlated with breeding probability during drought conditions. The percentage of sampled wetlands (N = 192) predicted to have breeding varied seasonally, annually, and regionally across the study. Within-year temporal patterns of breeding differed across the range: in most locations north of Florida, peaks of breeding occurred in winter and spring months; whereas breeding was more dispersed throughout the year in Florida. Peaks of breeding across the 10-yr period often occurred during or in the season following high rainfall events (e.g., hurricanes). These results have direct applications for site-level management that aims to increase successful breeding opportunities of gopher frogs and other associated pond-breeding amphibians, including monitoring protocol and intensity, removal of fish, and improving terrestrial habitat conditions surrounding wetlands (e.g., via tree/shrub removal and prescribed fire). The results also have implications for better-informed management through the closer alignment of breeding activity monitoring with predicted seasonal peaks. Furthermore, estimates of breeding frequency can be incorporated into population viability analyses to inform forthcoming assessments of extinction risk and designation of the species’ conservation status by the U.S. Fish and Wildlife Service.


Population Viability Analysis for a Pond-breeding Amphibian Under Future Drought Scenarios in the southeastern United States

April 2022

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41 Reads

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13 Citations

Global Ecology and Conservation

Climate change effects are contributing to widespread declines of amphibians, and pond-breeding species may be particularly sensitive to future drought conditions that restrict wetland hydroperiods and decrease opportunities for successful breeding and recruitment. Pond-breeding amphibian populations can compensate for periodic droughts via episodic booms in recruitment, but studies predict that increased future drought conditions will negatively impact long-term persistence for several species. The southeastern United States is a global hotspot of amphibian biodiversity where future trends in drought conditions are uncertain. This study applied a population viability analysis (PVA) framework for an at-risk amphibian, the gopher frog (Lithobates [Rana] capito), to (i) explore population sensitivity to the frequency of droughts that restrict reproductive events, relative to changes in other demographic rates, and (ii) forecast future population viability over 30 years, given plausible scenarios varying in the frequency and duration of droughts adapted from recent historical patterns in the southeastern United States. Population persistence was highly sensitive to frequency of reproductive success. Persistence was fairly insensitive to all demographic parameters when reproductive success was ≥ 0.7 (i.e., ≤ 3 drought years per decade, on average), but sensitivity to survival of terrestrial stages (juvenile, adults) and initial abundance increased as reproductive success decreased. Persistence probabilities were relatively high (0.63–0.99) across a range of plausible future drought scenarios, with higher persistence probabilities (> 0.89) for all scenarios where drought years did not increase from recent historical conditions. Our results indicate gopher frog populations are likely resilient to periodic droughts that occur in 4 or fewer years per decade, but extirpation of some populations is possible if recent drought patterns repeat or increase during the next 30 years. Estimates of future risk to gopher frog populations can inform forthcoming status assessments and designation decisions of the U.S. Fish and Wildlife Service. More broadly, PVAs incorporating drought dynamics can identify climate thresholds that at-risk, pond-breeding amphibian populations can tolerate, which can inform management actions (e.g., maintaining a range of hydroperiods across proximate wetlands) that provide sufficient frequent breeding opportunities for long-term persistence even under drought conditions.



Citations (40)


... The result was a 2008 embarkation to create what became the Native Prairie Adaptive Management (NPAM) program, a decision support framework that allows for transparent and scientifically-based prairie management decisions in the face of uncertainty regarding the effectiveness of various management actions and the biological response of the prairie to these actions. Uncertainties are formally reduced over time as we learn by way of a structured and iterative process of predicting and monitoring outcomes of management actions, thereby improving future decision making (Gannon et al. 2024). ...

Reference:

Burning Questions: Synchronizing Prescribed Fire to B. inermis Phenology
Crisis on the Prairies Revisited: Implementation of the Native Prairie Adaptive Management Program

Ecological Restoration

... Combining different data sources in the same model would improve the accuracy of estimates and daily variations. The advantages of data integration have already been widely discussed in the literature (Korner-Nievergelt et al. 2017, Miller et al. 2019, Tucker et al. 2023. ...

Estimating recruitment rate and population dynamics at a migratory stopover site using an integrated population model

... The resulting male bias is then maintained through the juvenile-to-adult transition, resulting in broadly observed male skews in adult populations. A long-term mark recapture study in the same alligator population from which hatchlings in the 2020 and 2021 experiments originated suggest apparent survival rapidly increases in juveniles and small adults relative to hatchlings, but not in a way that differs by sex (Lawson et al., 2022). When taken together, available evidence suggests strong influences of incubation temperature on early-life fitness are likely sufficient to drive differences in survival to maturity, even if these temperature effects wane over time. ...

Hidden in plain sight: Integrated population models to resolve partially observable latent population structure

... Although we did not collect vegetation data (Gaya et al. 2023) or survey soon after prescribed fire (Howze and Smith 2019) to account for this variation, combining both summer LTDS surveys between years for analysis greatly increased precision, which approached the winter LTDS estimates. Not surprisingly, the burrow census method produced the least accurate population size estimates and was also the most variable between its repeated surveys. ...

Accounting for spatial heterogeneity in visual obstruction in line‐transect distance sampling of gopher tortoises

Journal of Wildlife Management

... In chelonians in particular, mycoplasmas are recognized as a cause of upper respiratory tract disease (URTD), especially M. agassizii [Mycoplasmopsis agassizii] and M. testudineum [Mycoplasmopsis testudinea] in tortoises [12][13][14][15][16][17]. Related mycoplasmas have also recently been described in aquatic turtles, both in animals with respiratory disease and in clinically healthy animals [18][19][20]. Another mycoplasma species, M. [Mycoplasmoides] testudinis, was isolated from the cloaca of a Hermann's tortoise (Testudo hermanni) and is not considered a pathogen [21]. ...

Island of misfit tortoises: waif gopher tortoise health assessment following translocation

Conservation Physiology

... The range of the federally threatened Chiricahua Leopard Frog (Lithobates chiricahuensis) encompasses several small national parks in the Southwest and South Central regions, but the distribution of this species is fragmented and many parks in the region have limited aquatic habitats 18,43 . Similarly, some at-risk amphibian species in the Southeast, such as the Frosted Flatwoods Salamander (Ambystoma cingulatum), Ornate Chorus Frog (Pseudacris ornata), and Gopher Frog (Lithobates capito), had large historical ranges that overlapped several parks, but these species currently occupy only a small portion of their historical ranges or parks do not provide suitable habitat 44,45 . By comparison, 54% of native amphibians had been documented on Department of Defense lands in the continental U.S. as of 2017 46 . ...

Breeding Dynamics of Gopher Frog Metapopulations Over 10 Years
  • Citing Article
  • June 2022

Journal of Fish and Wildlife Management

... Though we chose two GCM projections based on precipitation and temperature changes across the region, ED is an integrative measure of available moisture based on precipitation, temperature, soils, and other factors that more fully reflects conditions experienced by plants and animals (Roberts et al., 2019;Stephenson, 1998). Increased drying is linked to population declines and range reductions in amphibians (Beranek et al., 2022;Crawford et al., 2022;Hossack et al., 2013a), through mechanisms such as direct mortality of aquatic larvae or reduced population connectivity (Ray et al., 2016;Walls et al., 2013). We used a monthly water balance model of the continental United States to derive the exposure score of our CCVAs, based on climate changes projected across a spatially explicit area at 4 × 4−km resolution (Alder & Hostetler, 2021). ...

Population Viability Analysis for a Pond-breeding Amphibian Under Future Drought Scenarios in the southeastern United States
  • Citing Article
  • April 2022

Global Ecology and Conservation

... Our results demonstrate that aggregated space use can occur because of soft-release strategies, but there is variability among individuals, and may be further affected by penning duration and pen characteristics (e.g., stocking density, pen shape, pen size, etc.). Future work could increase the frequency of follow-up surveys to once or twice a year to evaluate a time-since-release effect as demonstrated in other studies (McKee et al. 2021). An evaluation of aggregated tortoises near pen fences by managers of recipient sites of Gopher Tortoises may also help with designing future monitoring surveys. ...

Waif Gopher Tortoise Survival and Site Fidelity Following Translocation

Journal of Wildlife Management

... Growth of head-starts varied among cohorts (2011-2022) during the 9-mo headstart period, with the differences likely due to changes in facilities (i.e., use of a greenhouse vs temperature-controlled laboratory), water temperature, winter temperatures (which affected greenhouse temperatures), and a shortened school year (2020-2021 due to COVID-19). Our target goal has been to produce head-starts that are 100 mm CL, as that has been shown to reduce predation in other species, including Gopherus agassizii (Cooper) (Desert Tortoise) from Corus corax L. (Common Raven) predation (McGovern et al. 2020). The 2012 cohort was smaller in body size than the 2011 cohort, averaging 77 mm CL and mimicking the size of wild juveniles perhaps 3 years of age. ...

The Effect of Size on Postrelease Survival of Head-Started Mojave Desert Tortoises

Journal of Fish and Wildlife Management

... Through these studies it is clear that the combination of production, health, nutrition, and genetics affect production performance of animals (Dana et al., 2010). With the contribution of these factors in mind and historic efforts, tt is suggested that improvement of the indigenous chicken production should be done with consideration and without negatively affecting their physical and environmental attributes (Mahoro et al., 2017)to avoid extinction and erosion of our locally adapted populations (McGovern et al., 2020). Other studies ahve also emphasised that characterization is important as it will indicate the pre-existing diversity, production potential, the risk status, and what traits to conserve. ...

Comparing husbandry techniques for optimal head-starting of the Mojave desert tortoise (Gopherus agassizii)

Herpetological Conservation and Biology