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865 record(s) found.

Papers & Reports Effects of experimental warming and simulated goose enrichment on wetland communities at the Arctic?s edge
Authors: J M Davenport; L Fishback; Blake R Hossack
Date: 2020 | Outlet: Hydrobiologia (2020) 847:3677–3690
Global warming-related changes to freshwater
ecosystems in Arctic and Subarctic regions have
been magnified by nutrient input from increasing
waterfowl populations. To gain insight into how these
changes might affect ecosystem function, we conducted
a mesocosm experiment in the Subarctic by
enriching N and P (1 9, 10 9, and 20 9 treatments)
and increasing mean water temperatures B 3C. We
measured responses of two species of larval amphibians,
periphyton, and phytoplankton. Wood frog
(Rana sylvatica) larvae developed quicker (odds ratio
[OR] for 1C increase = https://0.903, 95% CI 0.892–0.912)
and were more likely to metamorphose (OR https://1.076,
95% CI 0.022–14.73) in warmer waters. Boreal chorus
frogs (Pseudacris maculata) also developed quicker
with warmer temperatures (OR https://0.880, 95% CI
0.860–0.900), despite a non-significant trend toward
reduced survival (OR https://0.853, 95% CI 0.696–1.039).
Periphyton and phytoplankton concentrations
increased with nutrient additions, as did size of wood
frog metamorphs. Periphyton and phytoplankton did
not vary with temperature, but periphyton was limited
by tadpole abundance. Our results highlight the
potential for non-linear responses to ecosystem
change, with species-specific consumer and ecosystem
responses that depend on the magnitude of
changes.
Papers & Reports Hanging by a Thread: Recovery of Reintroduced Chiricahua Leopard Frogs after Bullfrog Eradication in an Intensively Managed Landscape
Authors: Blake R Hossack; P E Howell; James C Rorabaugh; Erin Muths; Richard Chandler; Brent H Sigafus
Date: 2024 | Outlet: book chapter
Papers & Reports Using Full and Partial Unmixing Algorithms to Estimate the Inundation Extent of Small, Isolated Stock Ponds in an Arid Landscape
Authors: Christopher J Jarchow; Brent H Sigafus; Erin Muths; Blake R Hossack
Date: 2019-08 | Outlet: Wetlands
Many natural wetlands around the world have disappeared or been replaced, resulting in the dependence of many wildlife species on small, artificial earthen stock ponds. These ponds provide critical wildlife habitat, such that the accurate detection of water and assessment of inundation extent is required. We applied a full (linear spectral mixture analysis; LSMA) and partial (matched filtering; MF) spectral unmixing algorithm to a 2007 Landsat 5 and a 2014 Landsat 8 satellite image to determine the ability of a time-intensive (i.e., more spectral input; LSMA) vs. a more efficient (less spectral input; MF) spectral unmixing approach to detect and estimate surface water area of stock ponds in southern Arizona, USA and northern Sonora, Mexico. Spearman rank correlations (rs) between modeled and actual inundation areas less than a single Landsat pixel (< 900 m2) were low for both techniques (rs range = https://0.22 to 0.62), but improved for inundation areas > 900 m2 (rs range = https://0.34 to 0.70). Our results demonstrate that the MF approach can model ranked inundation extent of known pond locations with results comparable to or better than LSMA, but further refinement is required for estimating absolute inundation areas and mapping wetlands < 1 Landsat pixel.
Papers & Reports A statistical forecasting approach to metapopulation viability analysis
Authors: P E Howell; Blake R Hossack; Erin Muths; Brent H Sigafus; A Chenevert-Steffler; Richard Chandler
Date: 2020 | Outlet: Ecological Applications 2020:e02038
Conservation of at-risk species is aided by reliable forecasts of the consequences of environmental change and management actions on population viability. Forecasts from conventional population viability analysis (PVA) are made using a two-step procedure in which parameters are estimated, or elicited from expert opinion, and then plugged into a stochastic population model without accounting for parameter uncertainty. Recently-developed statistical PVAs differ because forecasts are made conditional on models that are fitted to empirical data. The statistical forecasting approach allows for uncertainty about parameters, but it has rarely been applied in metapopulation contexts where spatially-explicit inference is needed about colonization and extinction dynamics and other forms of stochasticity that influence metapopulation viability. We conducted a statistical metapopulation viability analysis (MPVA) using 11 years of data on the federally-threatened Chiricahua leopard frog to forecast responses to landscape heterogeneity, drought, environmental stochasticity, and management. We evaluated several future environmental scenarios and pond restoration options designed to reduce extinction risk. Forecasts over a 50-yr time horizon indicated that metapopulation extinction risk was <8% for all scenarios, but uncertainty was high. Without pond restoration, extinction risk is forecasted to be 5.6% (95% CI: 0?60%) by year 2060. Restoring six ponds by increasing hydroperiod reduced extinction risk to 1.0% (0 ? 11%) in year 2060. We found little evidence that drought influences metapopulation viability when managers have the ability to maintain ponds that hold water throughout the year and are free of invasive species. Our study illustrates the utility of the spatially explicit statistical forecasting approach to MPVA in conservation planning efforts.
Papers & Reports Broadening the conversation: molecular detection, conservation, and communication
Authors: Brittany A Mosher; Riley F Bernard; Jeffrey M Lorch; David AW Miller; Katherine LD Richgels; C Le White; Evan HC Grant
Outlet: Frontiers in Ecology and the Environment
Molecular techniques are powerful conservation tools used in applications ranging from early detection of invasive species to understanding host-pathogen dynamics. However, communication barriers among resource managers, ecologists, and laboratories often preclude the efficient use of molecular data for ecological inference and conservation decision-making. The disconnect largely stems from a lack of specific knowledge about the approaches, decisions, methods, and terminology that each partner uses. As a result, data generated by molecular assays are sometimes of limited utility to managers. We outline a collaborative framework to assist partners with different areas of expertise to more effectively translate their scientific and management needs to other partners. The use of molecular methods in conservation science will continue to expand; therefore, the aim of our paper is to enable the conservation community to harness the full utility of these methods by developing effective collaborative partnerships among managers, ecologists, and laboratory scientists.
Papers & Reports Spatial capture-recapture reveals age- and sex-specific survival and movement in stream amphibians
Authors: R K Honeycutt; Justin Garwood; W H Lowe; Blake R Hossack
Date: 2019 | Outlet: Oecologia 19:821-833
Life history information sets the foundation for our understanding of ecology and conservation requirements. For many species, this information is lacking even for basic demographic rates such as survival and movement. When survival and movement estimates are available, they are often derived from mixed demographic groups and do not consider differences among life stages or sexes, which is critical because life stages and sexes often contribute differentially to population dynamics. We used hierarchical models informed with spatial capture-mark-recapture data of Ascaphus montanus (Rocky Mountain tailed frog) in 5 streams and A. truei (coastal tailed frog) in 1 stream to estimate variation in survival and movement by sex and age, represented by size. By incorporating survival and movement into a single model, we were able to estimate both parameters with limited bias. Annual survival was similar between sexes of A. montanus (females = https://0.885 [95% CI: 0.614?1], males = https://0.901 [0.657?1]), but was slightly higher for female A. truei (https://0.836 [0.560?0.993]) than for males (https://0.664 [0.354?0.962]). Survival of A. montanus peaked at mid-age, suggesting that lower survival of young and actuarial senescence may influence population demographics. Our models suggest that younger A. montanus moved farther than older individuals, and that females moved farther than males in both species. Our results provide uncommon insight into age- and sex-specific rates of survival and movement that are crucial elements of life-history strategies and are important for modeling population growth and prescribing conservation actions.
Papers & Reports Proactive management of amphibians: challenges and opportunities
Authors: S C Sterrett; R A Katz; Adrianne B Brand; W R Fields; A Dietrich; D J Hocking; T M Foreman; A N Wiewel; Evan HC Grant
Date: 2019-08 | Outlet: Biological Conservation
Delaying species management reduces the chance of successful recovery, increases the risk of extinction, and can be expensive. Acting before major declines are realized affords access to a greater suite of cost-effective management actions to sustain populations, reducing the likelihood of declines warranting protected status. It is clear that reactive management approaches are not sufficient for amphibian conservation and a successful path forward will require proactive approaches. We describe how conservation timelines and structured decision making can help evaluate management options available to species given current, and often limited, knowledge about populations or distributions. We illustrate this framework by highlighting management of common and widespread amphibians, as many species are in decline, including those found in protected conservation areas. We promote the development of explicit management objectives, management triggers and advocate for evaluating the cost-effectiveness of actions before species declines are observed.
Papers & Reports Identifying common decision problem elements for the management of emerging fungal diseases of wildlife
Authors: Riley F Bernard; Evan HC Grant
Date: 2019-05-11 | Outlet: Society and Natural Resources
Emerging infectious diseases (EIDs) of wildlife have characteristics that make them difficult to manage, leading to reactive and often ineffective management strategies. Currently, two fungal pathogens, Pseudogymnoascus destructans (Pd) and Batrachochytrium salamandrivorans (Bsal), are causing declines in novel host species. To improve the application of management strategies to address the risk of these pathogens to North American wildlife, we queried wildlife managers about their concerns regarding managing populations of bats and amphibians potentially impacted by Pd and Bsal. Using these responses, we identified aspects of each decision problem that were shared across pathogens, regions and agencies ? and found similarities in decision problem elements for disease management. Reframing management problems as decisions can enable managers to identify similarities across EIDs, i.e. uncertainties within management actions, and improve reactive responses if proactive management is not possible. Such an approach recognizes context-specific constraints and identifies relevant uncertainties that must be reduced in developing a response.
Papers & Reports Survival cost to relocation does not reduce population self-sustainability in an amphibian
Authors: Hugo Cayuela; L Gillet; A Laudelout; Aurélien Besnard; Eric Bonnaire; Pauline Levionnois; Erin Muths; M Dufrene; T Kinet
Date: 2019-05 | Outlet: Journal of Applied Ecology
Relocations are increasingly popular among wildlife managers despite often low rates of relocation success in vertebrates. In this context, understanding the influence of extrinsic (e.g., relocation design, habitat characteristics) and intrinsic factors (e.g., age and sex) on demographic parameters, such as survival, that regulate the dynamics of relocated populations is critical to improve relocation protocols and better predict relocation success. We investigated survival rates in naturally established and relocated populations of yellow-bellied toads (Bombina variegata), an amphibian that was nearly extinct in Belgium by the late 1980s. We quantified survival at three ontogenetic stages (juvenile, subadult, and adult) in the relocated population, the source population, and a control population. In the relocated population, we quantified survival in captive bred individuals and their locally born descendants. Then, using simulations, we examined how survival cost to relocation affects the self-sustainability of the relocated population. We showed that survival at juvenile and subadult stages was relatively similar in all populations. In contrast, relocated adult survival was lower than adult survival in the source and control populations. Despite this, offspring of relocated animals (the next generation, regardless of life stage) survived at similar rates to individuals in the source and control populations. Simulations revealed that the relocated population was self-sustaining under different scenarios and that the fate (e.g., stability or increase) of the simulated populations was highly dependent on the fecundity of relocated adults and their offspring. our results indicate that survival in relocated individuals is lower than in non-relocated individuals but that this cost (i.e., reduced survival) disappears in the second generation. A finer understanding of how relocation affects demographic processes is an important step in improving relocation success of amphibians and other animals.
Papers & Reports Seeking shelter from the storm: Conservation and management of imperiled species in a changing climate.
Authors: Susan C Walls; William J Barichivich; J Chandler; A M Meade; M Milinichik; Katherine M O'Donnell; M E Owens; Terry Peacock; Joseph Reinman; O E Wetsch
Date: 2019-05-30 | Outlet: Ecology and Evolution 9(12): 7122-7133.
Climate change is anticipated to exacerbate the extinction risk of species whose persistence is already compromised by habitat loss, invasive species, disease, and other stressors. In coastal areas of the southeastern United States, many imperiled vertebrates are vulnerable to hurricanes, which climate models predict to become more severe in the 21st century. Despite this escalating threat, explicit adaptation strategies that address hurricane threats, in particular, and climate change more generally, are largely underrepresented in recovery planning and implementation. Our purpose herein is to provide a basis for stronger emphasis on strategic planning for imperiled species facing the increasing threat of catastrophic hurricanes. Our reasoning comes from observations of short-term environmental and biological impacts of Hurricane Michael, which impacted the Gulf Coast of the southeastern USA in October 2018. During this storm, St. Marks National Wildlife Refuge, located along the northern Gulf of Mexico?s coast in the panhandle region of Florida, experienced storm surge that was 2.3 to 3.3 m above sea level. Storm surge pushed sea water into some ephemeral freshwater ponds used for breeding by the federally-threatened Frosted Flatwoods Salamander (Ambystoma cingulatum). After the storm, specific conductance across all ponds varied from 80 to 23,100 ?S/cm,compared to 75 to 445 uS/cm in Spring 2018. For those overwashed wetlands that were measured in both Spring and Fall 2018, post-hurricane conductance observations averaged nearly 100 times greater than in the previous Spring, setting the stage for varying population responses across this coastal landscape. Importantly, we found live individual flatwoods salamanders at both overwashed and non-overwashed sites, although we cannot yet assess the demographic consequences of this storm. We outline actions that could be incorporated into climate adaptation strategies and recovery planning for imperiled species, like A. cingulatum, that are associated with freshwater coastal wetlands in hurricane-prone regions.
Papers & Reports Salamander chytrid fungus risk assessment on Department of Defense Installations.
Authors: C Petersen; Katherine LD Richgels; G Lockhart; Robert E Lovich
Date: 2018-12-01 | Outlet: Department of Defense Legacy Resource Management Program
The United States Department of Defense Partners in Amphibian and Reptile Conservation (DoD PARC) network and the U.S. Geological Survey (USGS) National Wildlife Health Center developed this report to serve as an informational tool to assess which U.S. military installations may be at risk to Bsal introduction, improve the potential response to an outbreak, and help prioritize relevant actions on their respective installations if this fungal pathogen were to be introduced into the U.S. Since 2015, DoD PARC has been directly involved in identifying research, monitoring, and management strategies for Bsal (Grant et al. 2015). The military installations included in this assessment were those documented to have confirmed presence of salamander species as determined by a 2017 inventory of herpetofauna of military lands
Papers & Reports Knowing your limits: estimating range boundaries and co-occurrence zones for two competing plethodontid salamanders
Authors: Staci M Amburgey; David AW Miller; Adrianne B Brand; A Dietrich; G ra Campbell
Date: 2019 | Outlet: Ecosphere
Understanding threats to species persistence requires knowledge of where species currently occur. We explore methods for estimating two important facets of species distributions, namely where the range limit occurs and how species interactions structure distributions. Accurate understanding of range limits is crucial for predicting range dynamics and shifts in response to interspecific interactions and climate change. Additionally, species interactions are increasingly recognized as an important but not well understood predictor of range shifts. Our objective was to predict range limits and contact zones for two plethodontid salamanders, the highly range restricted Shenandoah salamander (Plethodon shenandoah) and the wide-ranging red-backed salamander (Plethodon cinereus ). Using detection/non-detection data, we assess four methodological decisions when estimating species’ distributions: 1) accounting for imperfect detection, 2) covariates to predict species occurrences, 3) accounting for species interactions, and 4) the inclusion of spatial autocorrelation. We found that Shenandoah salamander and red-backed salamander co-occurrence would have been underestimated and the range edge misidentified had we not accounted for incomplete detection. Covariates related to habitat were not sufficient to explain species’ range boundaries. Models that included spatial autocorrelation (i.e., a conditional autoregressive random effect) performed better than models that included just species interactions (i.e., detection and occurrence were conditional on the other species being present) and models that included both spatial autocorrelation and species interactions. Further, we found that the breadth of primary contact zones was typically 60 to 170 m, which is greater on average than previous estimates. In addition, we frequently observed secondary, disjunct contact zones along the range boundary. Understanding the extent to which species co-occur and how the range boundaries are shaped is crucial to conservation efforts. Our work indicates that accounting for detection is crucial for accurately characterizing range edges and that spatial models may be especially effective in modeling distributions at the boundary.
Papers & Reports Persistent salinization of surface and groundwater resources from legacy energy development in the Prairie Pothole Region
Authors: Todd Preston; Chauncey W Anderson; J N Thamke; Blake R Hossack; K J Skalak; I M Cozzarelli,
Outlet: Science of the Total Environment 690:522-533
Papers & Reports Amphibian conservation in the Anthropocene
Authors: Evan HC Grant; Erin Muths; Benedikt R Schmidt; S Petrovan
Date: 2019-08 | Outlet: Biological Conservation 236 (2019) 543–547
Research is necessary to identify patterns in nature, to understand how a system functions, and to make predictions about the future state of an ecosystem. Applied research in conservation biology can identify effective strategies to maintain biodiversity, though many papers end with the conclusion that more research is needed. However, more research does not necessarily lead to solutions. We use the ongoing global decline of amphibians as a salient example to highlight limitations in current conservation research, and to focus on finding solutions which are directly relevant for conservation. While research has been conducted since declines were first detected in the 1990s, outside a few specific examples, little progress in conservation has been achieved. We suggest that the case of amphibian declines is relevant to conservation science in general, as the current paradigm for conservation is that management is planned after research is completed; research and management are not effectively (and not directly) connected. This disconnect illustrates the knowledge-action divide which has been noted recently as a serious deficiency in conservation. Accordingly, we use this introductory paper to the Special Issue (Amphibian conservation in the Anthropocene: Progress and challenges) to describe amphibians as a conservation dilemma, and to make the case for a different, more pragmatic, and more solutions-focused, view of conservation research.
Papers & Reports North-facing slopes and elevation shape asymmetric genetic structure in the range-restricted salamander Plethodon shenandoah
Authors: K P Mulder; N Cortes-Rodriguez; Evan HC Grant; Adrianne B Brand; R C Fleischer
Date: 2019-04-16 | Outlet: Ecology and Evolution
Species with narrow environmental preferences are often distributed across fragmented patches of suitable habitat, and dispersal among subpopulations can be difficult to directly observe. Genetic data collected at population centers can help quantify gene flow, which is especially important for vulnerable species with a disjunct range. Plethodon shenandoah is a Federally Endangered salamander known only from three mountaintops in Virginia, USA. To reconstruct the evolutionary history and population connectivity of this species, we generated both mitochondrial and nuclear data using sequence capture for all three populations and found strong population structure that was independent of geographic distance. Both the nuclear markers and mitochondrial genome indicated a deep split between the most southern population and the combined central and northern population. Although there was some mitochondrial haplotype-splitting between the central and northern populations, there was complete admixture in nuclear markers. This is indicative of either a recent split or current male-biased dispersal among mountain isolates. Models of landscape resistance found that dispersal across north-facing slopes at mid-elevation levels best explain the observed genetic structure among populations. These unexpected results highlight the importance of landscape features in understanding and predicting movement and fragmentation of salamanders across space.
Papers & Reports Disentangling effects of invasive species and habitat while accounting for observer error in a long-term amphibian study
Authors: Jennifer C Rowe; Adam Duarte; Christopher A Pearl; Brome McCreary; Stephanie K Galvan; James T Peterson; Michael J Adams
Date: 2019-04-02 | Outlet: Ecosphere
The invasive American bullfrog (Lithobates catesbeianus) and a variety of non-native sport fish commonly co-occur in lowland lentic habitats of the western United States. Both invasive taxa are implicated in declines of native amphibians in this region, but few long-term studies of communities exist. Further, field studies of invasive-native interactions are complicated by confounding habitat modifications and observation errors. We surveyed amphibians and measured habitat characteristics for 12 years across 38 wetland sites within the Willamette Valley, Oregon, USA. We assessed the influence of invasive species, habitat, and their interactions on the distributions of five native amphibian species using a multispecies dynamic occupancy model that accounted for false-negative and false-positive detections. In general, habitat characteristics ? such as within-pond vegetation cover, surrounding forest, and drought severity ? were important for local persistence of native species when bullfrogs co-occurred. We also found evidence of a cumulative negative effect of bullfrogs and non-native fish (families Centrarchidae and Ictaluridae) on northern red-legged frog (Rana aurora) local persistence that was mediated by the dominance of invasive reed canarygrass (Phalaris arundinacea). Non-native fish and bullfrogs had variable effects on native amphibian species, but neither invasive taxa appears to be causing declines in occupied sites within our study area. Moreover, species relationships with habitat differed when invaders were present, indicating that certain habitats may increase persistence of native amphibians in the invaded landscape.
Papers & Reports Functional variation at an expressed MHC class II? locus predicts Ranavirus infection intensity in larval anuran populations
Authors: Anna E Savage; W ol Muletz; Evan HC Grant; R C Fleischer; K P Mulder
Date: 2019 | Outlet: Immunogenetics
Infectious diseases are causing catastrophic losses to global biodiversity. Iridoviruses in the genus Ranavirus are among the leading causes of amphibian disease-related mortality. Polymorphisms in major histocompatibility complex (MHC) genes are significantly associated with variation in amphibian pathogen susceptibility. MHC genes encode two classes of polymorphic cell-surface molecules that can recognize and bind to diverse pathogen peptides. While MHC class I genes are the classic mediators of viral acquired immunity, larval amphibians do not express them. Consequently, MHC class II gene diversity may be an important predictor of Ranavirus susceptibility in larval amphibians, the life stage most susceptible to Ranavirus. We surveyed natural populations of larval wood frogs (Rana sylvatica), which are highly susceptible to Ranavirus, across 17 ponds and two years in Maryland, USA. We sequenced the peptide-binding region of an expressed MHC class II? locus and assessed allelic and genetic diversity. We converted alleles to functional supertypes and determined if supertypes influenced host responses to Ranavirus. Among 384 sampled individuals, 26% were infected with Ranavirus. We recovered 20 unique MHC class II? alleles that fell into two deeply diverged clades and seven supertypes. MHC genotypes were associated with Ranavirus infection intensity, but not prevalence. Specifically, heterozygotes and individuals with genotype ST1/ST7 had significantly lower Ranavirus infection intensity compared to homozygotes and all other genotypes. We conclude that MHC class II? functional genetic variation is an important component of Ranavirus susceptibility. Identifying immunogenetic signatures linked to variation in disease susceptibility can inform mitigation strategies for combatting global amphibian declines.
Papers & Reports Drought-mediated extinction of an arid-land amphibian: insights from a spatially explicit dynamic occupancy model
Authors: E R Zylstra; D E Swann; Blake R Hossack; Erin Muths; R J Steidl
Outlet: Ecological Applications 29: e01859
Understanding how natural and anthropogenic processes affect population dynamics of species with patchy distributions is critical to predicting their responses to environmental changes. Despite considerable evidence that demographic rates and dispersal patterns vary temporally in response to an array of biotic and abiotic processes, few applications of metapopulation theory have sought to explore factors that explain spatio-temporal variation in extinction or colonization rates. To facilitate exploring these factors, we extended a spatially explicit model of metapopulation dynamics to create a framework that requires only binary presence-absence data, makes few assumptions about the dispersal process, and accounts for imperfect detection. We apply this framework to 22 years of biannual survey data for lowland leopard frogs, Lithobates yavapaiensis, an amphibian that inhabits arid stream systems in the southwestern U.S. and northern Mexico. Our results highlight the importance of accounting for factors that govern temporal variation in transition probabilities, as both extinction and colonization rates varied with hydrologic conditions. Specifically, local extinctions were more frequent during drought periods, particularly at sites without reliable surface water. Colonization rates increased when larval and dispersal periods were wetter than normal, which increased the probability that potential emigrants metamorphosed and reached neighboring sites. Extirpation of frogs from one watershed during a period of severe drought demonstrated the influence of site-level features, as frogs persisted only in areas where most sites held water consistently and where the amount of sediment deposited from high-elevation wildfires was low. Application of our model provided novel insights into how climate-related processes affected the distribution and population dynamics of an arid-land amphibian. The approach we describe has application to a wide array of species that inhabit patchy environments, can improve our understanding of factors that govern metapopulation dynamics, and can inform strategies for conservation of imperiled species.
Papers & Reports A hierarchical analysis of habitat area, connectivity, and quality on amphibian diversity across spatial scales
Authors: Alexander D Wright; Evan HC Grant; E F Zipkin
Date: 2020 | Outlet: Landscape Ecology
We developed a multi-region community occupancy model to analyze 13 years (2005–2017) of amphibian monitoring data within the National Capital Region, a network of U.S. National Parks. Our analysis reveals how scale can mediate interpretation of results from scientific studies, which might help explain conflicting narratives concerning the impacts of fragmentation in the literature. Our hierarchical framework can help managers and policymakers elucidate the relevant spatial scale(s) to target conservation efforts.
Papers & Reports Disease structured N-mixture models: A practical guide to model disease dynamics using count data
Authors: Graziella V DiRenzo; C Che-Castaldo,; S Saunders; Evan HC Grant; E F Zipkin
Date: 2018 | Outlet: Ecology and Evolution
1. Obtaining inferences on disease dynamics (e.g., host population size, pathogen prevalence, transmission rate, host survival probability) typically requires marking and tracking individuals over time. While multistate mark?recapture models can produce high-quality inference, these techniques are difficult to employ at large spatial and long temporal scales or in small remnant host populations decimated by virulent pathogens, where low recapture rates may preclude the use of mark?recapture techniques.

2. Recently developed N-mixture models offer a statistical framework for estimating wildlife disease dynamics from count data. N-mixture models are a type of state-space model in which observation error is attributed to failing to detect some individuals when they are present (i.e., false negatives). The analysis approach uses repeated surveys of sites over a period of population closure to estimate detection probability.

3. We review the challenges of modeling disease dynamics and describe how N-mixture models can be used to estimate common metrics, including pathogen prevalence, transmission, and recovery rates while accounting for imperfect host and pathogen detection. We also offer a perspective on future research directions at the intersection of quantitative and disease ecology, including the estimation of false positives in pathogen presence, spatially-explicit disease-structured N-mixture models, and the integration of other data types with count data to inform disease dynamics.

4. Managers rely on accurate and precise estimates of disease dynamics to develop strategies to mitigate pathogen impacts on host populations. At a time when pathogens pose one of the greatest threats to biodiversity, statistical methods that lead to robust inferences on host populations are critically needed for rapid, rather than incremental, assessments of the impacts of emerging infectious diseases.