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Papers & Reports ARMI 2012 Annual Update
Authors: Blake R Hossack; Michael J Adams; Hardin J Waddle; Evan HC Grant; Robert N Fisher; William A Battaglin; Lianne Ball
Welcome to the 2012 ARMI Annual Update, which provides highlights and significant milestones of this innovative program. ARMI is uniquely qualified to provide research and monitoring results that are scalable from local to national levels and are useful to resource managers. ARMI has produced more than 420 peer-reviewed publications since its inception. Some of those publications are highlighted in this fact sheet. Please visit our website (http://armi.usgs.gov) for additional information on ARMI products, to find summaries of research topics, to search for ARMI activities in your area, or to obtain amphibian photographs. This year, we introduced a new feature on the ARMI website called “Trend Data” that provides occupancy and abundance estimates at the project level (http://armi.usgs.gov/projects/estimates_datasets.php). Data can be accessed in tabular format or plotted via an interactive map.

Full text: http://armi.usgs.gov/docs/ARMI%202012%20Annual%20Update.pdf
Papers & Reports ARMI 2011 Annual Update
Authors: Michael J Adams; Erin Muths; Evan HC Grant; David AW Miller; Hardin J Waddle; Susan C Walls; Lianne Ball
Welcome to the inaugural issue of ARMI’s Annual Update. This update provides highlights and significant milestones of this innovative program. ARMI is uniquely qualified to provide research and monitoring results that are scalable from local to national levels, and are useful to resource managers. ARMI has produced nearly 400 peer-reviewed publications, including 18 in 2011. Some of those publications are highlighted in this fact sheet. ARMI also has a new Website (http://armi.usgs.gov). You can now use it to explore an up-to-date list of ARMI products, to find summaries of research topics, to search for ARMI activities in your area, and to obtain amphibian photographs. ARMI’s annual meeting was organized by Walt Sadinski, Upper Midwest Environmental Science Center, and held in St Louis, Missouri. We met with local scientists and managers in herpetology and were given a tour of the herpetology collection at the St. Louis Zoo.

Full text: http://armi.usgs.gov/docs/ARMI%202011%20Annual%20Update.pdf (PDF*)
Papers & Reports Wetland Reserve Program enhances site occupancy and species richness in assemblages of anuran amphibians in the Lower Mississippi Valley, USA
Authors: Susan C Walls; Hardin J Waddle; S Faulkner
Date: 2013-12-03 | Outlet: Wetlands 34:197-207
We measured amphibian habitat use to quantify the effectiveness of conservation practices implemented under the Wetland Reserve Program (WRP), an initiative of the U.S. Department of Agriculture’s (USDA) Natural Resources Conservation Service (NRCS). From February to June 2007, we monitored quantified calling male anurans at sites that were in 1) cultivated cropland. cultivation; 2) formerly in agriculture cultivated cropland but but later restored through the WRP; and mature bottomland hardwood forest. Sites were, all located in two watersheds within the Mississippi Alluvial Valley of Arkansas and Louisiana, USA. We estimated estimated detection probability probabilities of detection and site occupancy within each land use category using a Bayesian hierarchical model of community species occurrence, and derived an estimate of species richness at each site. Relative to agricultural sites, nine of 1l species detected were significantly more likely to occur at WRP sites and six were more likely to occur at forested sites. Derived estimates of species richness were also higher for WRP and forested sites, compared to those in cultivated cropland. Almost half (45%) of the species responded positively to both WRP and forested sites, suggesting indicating that patches undergoing restoration may be an important transitional habitats. Thus, WRP conservation practices are successful in restoring suitable habitat and reducing the impact of cultivation-induced habitat loss on amphibians in the Mississippi Alluvial Valley.
Papers & Reports Co-Occurrence of Invasive Cuban Treefrogs and Native Treefrogs in PVC Pipe Refugia
Authors: L M Elston; Hardin J Waddle; Kenneth G Rice; H F Percival
Date: 2013 | Outlet: Herpetological Review 44:406-409
Papers & Reports Trends in amphibian occupancy in the United States
Authors: Michael J Adams; David AW Miller; Erin Muths; P. Stephen Corn; Evan HC Grant; Larissa L Bailey; Gary M Fellers; Robert N Fisher; Walt J Sadinski; Hardin J Waddle; Susan C Walls
Date: 2013-05-22 | Outlet: PLoS ONE 8(5):e64347
Though a third of amphibian species worldwide are thought to be imperiled, existing assessments simply categorize extinction risk, providing little information on the rate of population losses. We conducted the first analysis of the rate of change in the probability that amphibians occupy ponds and other comparable habitat features across the United States. We found that overall occupancy by amphibians declined 3.7% annually from 2002 to 2011. Species that are Red-listed by the International Union for Conservation of Nature (IUCN) declined an average of 11.6% annually. All subsets of data examined had a declining trend including species in the IUCN Least Concern category. This analysis suggests that amphibian declines may be more widespread and severe than previously realized.
Papers & Reports The U.S. Geological Survey Amphibian Research and Monitoring Initiative: 2011 Annual Update
Authors: Michael J Adams; Erin Muths; Evan HC Grant; David AW Miller; Hardin J Waddle; Susan C Walls; Lianne Ball
Date: 2012-07 | Outlet: US Geological Survey Fact Sheet 2012-3090
This is the 2011 annual report for the Amphibian Research and Monitoring Initiative. It includes publication updates and a summary of amphibian monitoring trends.
Papers & Reports A quantitative assessment of the conservation benefits of the Wetlands Reserve Program to amphibians
Authors: Hardin J Waddle; Brad M Glorioso; S Faulkner
Date: 2013 | Outlet: Restoration Ecology 21:200-206
Papers & Reports Diet of the invasive Cuban Treefrog (Osteopilus septentrionalis) in pine rockland and mangrove habitats in South Florida
Authors: Brad M Glorioso; Hardin J Waddle; M E Crockett; Kenneth G Rice; H F Percival
Date: 2012 | Outlet: Carribean Journal of Science 46 (2-3):346:355
Native to Cuba, the Bahamas and the Cayman Islands, the Cuban Treefrog (CTF) is an invasive species in Florida, with the ability to inflict serious ecological damage to invaded habitats. By examining the diet of the CTF, a known predator of native frogs, better predictions may be made on the impacts on native species and ecosystems. From 2002 – 2003, CTF diet was investigated in south Florida at four sites, two each within pine rockland and mangrove habitat. Within each habitat, one site exhibited a low density of CTFs and the other a high density of CTFs. CTFs were captured in PVC pipes attached to trees and stomach contents were examined after euthanasia. Beetles were the most numerous and widely consumed prey item among sites; roaches, orthopterans, spiders, ants, and caterpillars were also major dietary components. There were significant differences in the proportion of taxa consumed by CTFs between low and high density populations within each habitat, with the low density site in every instance having the higher proportion. Across habitats, ants comprised a significantly higher proportion of the diet in mangroves, whereas beetles, orthopterans, and snails comprised a significantly higher proportion of the diet in pine rocklands. Approximately 3.5% of all stomachs examined contained anuran remains. Though not significant, CTFs from low density sites consumed a higher proportion of frogs than those at high density sites. Corroborating previous research, the data show the CTF to be a generalist feeder, consuming a wide variety of invertebrate prey, with anurans playing only a minor role in the overall diet.
News & Stories New publication: Solving statistical challenges in monitoring amphibian populations
Authors: Susan C Walls; Hardin J Waddle; Robert M Dorazio
August 10, 2011

There are many sampling and statistical challenges to evaluating the effects of management actions on a community of often cryptic and occasionally rare species. ARMI PIs Susan Walls and Hardin Waddle teamed with USGS statistician Robert Dorazio to develop an extension of a single species model to estimate simultaneous temporal changes in probabilities of detection, occupancy, colonization, extinction and species turnover using ARMI data collected in the Lower Mississippi Alluvial Valley of Louisiana from 2002 – 2006.

The statistical modeling approach is reported in a recent issue of The Journal of Wildlife Management. The paper demonstrates how the flexibility and utility of occupancy models makes them such a valuable tool for asking the different kinds of questions that are relevant to resource managers.

Susan C. Walls, J. Hardin Waddle and Robert M. Dorazio. 2011. Estimating Occupancy Dynamics in an Anuran Assemblage from Louisiana, USA. The Journal of Wildlife Management, 75(4):751-761. 2011.

Papers & Reports Recovery of native treefrogs after removal of nonindigenous Cuban treefrogs, Osteopilus septentrionalis
Authors: Kenneth G Rice; Hardin J Waddle; M W Miller; M E Crockett; Frank J Mazzotti; H F Percival
Date: 2011 | Outlet: Herpetologica 67: 105-117
Florida is home to several introduced animal species, especially in the southern portion of the state. Most introduced species are restricted to the urban and suburban areas along the coasts, but some species, like the Cuban Treefrog (Osteopilus septentrionalis), are locally abundant in natural protected areas. Although Cuban Treefrogs are known predators of native treefrog species as both adults and larvae, no study has demonstrated a negative effect of Cuban Treefrogs on native treefrog survival, abundance, or occupancy rate. We monitored survival, capture probability, abundance, and proportion of sites occupied by Cuban Treefrogs and two native species, Green Treefrogs (Hyla cinerea) and Squirrel Treefrogs (Hyla squirella), at four sites in Everglades National Park in southern Florida with the use of capture–mark–recapture techniques. After at least 5 mo of monitoring all species at each site we began removing every Cuban Treefrog captured. We continued to estimate survival, abundance, and occupancy rates of native treefrogs for 1 yr after the commencement of Cuban Treefrog removal. Mark–recapture models that included the effect of Cuban Treefrog removal on native treefrog survival did not have considerable Akaike’s Information Criterion (AIC) weight, although capture rates of native species were generally very low prior to Cuban Treefrog removal. Estimated abundance of native treefrogs did increase after commencement of Cuban Treefrog removal, but also varied with the season of the year. The best models of native treefrog occupancy included a Cuban Treefrog removal effect at sites with high initial densities of Cuban Treefrogs. This study demonstrates that an introduced predator can have population-level effects on similar native species.
Papers & Reports Estimating occupancy dynamics in an anuran assemblage from Louisiana, USA
Authors: Susan C Walls; Hardin J Waddle; Robert M Dorazio
Date: 2011 | Outlet: Journal of Wildlife Management 75:751-761
Effective monitoring programs are designed to track changes in the distribution, occurrence, and abundance of species. We developed an extension of Royle and Kéry’s (2007) single species model to estimate simultaneously temporal changes in probabilities of detection, occupancy, colonization, extinction, and species turnover using data on calling anuran amphibians, collected from 2002 to 2006 in the Lower Mississippi Alluvial Valley of Louisiana, USA. During our 5-yr study, estimates of occurrence probabilities declined for all 12 species detected. These declines occurred primarily in conjunction with variation in estimates of local extinction probabilities (cajun chorus frog [Pseudacris fouquettei], spring peeper [P. crucifer], northern cricket frog [Acris crepitans], Cope’s gray treefrog [Hyla chrysoscelis], green treefrog [H. cinerea], squirrel treefrog [H. squirella], southern leopard frog [Lithobates sphenocephalus], bronze frog [L. clamitans], American bullfrog [L. catesbeianus], and Fowler’s toad [Anaxyrus fowleri]). For 2 species (eastern narrow-mouthed toad [Gastrophryne carolinensis] and Gulf Coast toad [Incilius nebulifer]), declines in occupancy appeared to be a consequence of both increased local extinction and decreased colonization events. The eastern narrow-mouthed toad experienced a 2.5-fold increase in estimates of occupancy in 2004, possibly because of the high amount of rainfall received during that year, along with a decrease in extinction and increase in colonization of new sites between 2003 and 2004. Our model can be incorporated into monitoring programs to estimate simultaneously the occupancy dynamics for multiple species that show similar responses to ecological conditions. It will likely be an important asset for those monitoring programs that employ the same methods to sample assemblages of ecologically similar species, including those that are rare. By combining information from multiple species to decrease the variance on estimates of individual species, our results are advantageous compared to single-species models. This feature enables managers and researchers to use an entire community, rather than just one species, as an ecological indicator in monitoring programs.
Papers & Reports Use of amphibians as ecosystem indicator species
Authors: Hardin J Waddle
Date: 2006 | Outlet: Gainesville: University of Florida
Ph.D. dissertation on amphibians as indicator species for Everglades restoration success and park management.
Papers & Reports Efficacy of automatic vocalization recognition software for anuran monitoring
Authors: Hardin J Waddle; T F Thigpen; Brad M Glorioso
Date: 2009-04-24 | Outlet: Herpetological Conservation and Biology 4: 384-388
Surveys of vocalizations are a widely used method for monitoring anurans, but it can be difficult to coordinate standardized data collection across a large geographic area. Digital automated recording systems (ARS) offer a low-cost method for obtaining samples of anuran vocalizations, but the number of recordings can easily overwhelm human listeners. We tested Song Scope, an automatic vocalization recognition software program for personal computers to determine if this type of machine learning approach is currently a viable solution for anuran monitoring. For three species, Song Scope scanned more than 200 h of recordings in 3-20 h at the settings we chose. The software misidentified true calls (false positive) at rates of 2.7%-15.8% per species and failed to detect calls (false negative) in 45%-51% of recordings. There exists a tradeoff between false positive and false negative errors, which can be adjusted by setting the minimum criteria for the recognition software. Users of this approach should carefully consider their reasons for monitoring and how they intend to use the data before creating a large monitoring network.
Papers & Reports Using personal digital assistants to collect wildlife field data
Authors: Hardin J Waddle; Kenneth G Rice; H F Percival
Date: 2003 | Outlet: Wildlife Society Bulletin 31: 306-308
Describes a method for automating wildlife data collection and entry by using PDAs in the field
Papers & Reports Modeling the effect of toe clipping on treefrog survival: beyond the return rate
Authors: Hardin J Waddle; Kenneth G Rice; Frank J Mazzotti; H F Percival
Date: 2008 | Outlet: Journal of Herpetology 42: 467-473
Some studies have described a negative effect of toe clipping on return rates of marked anurans, but the return rate is limited in that it does not account for heterogeneity of capture probabilities. We used open population mark-recapture models to estimate both apparent survival (0) and the recapture probability (p) of two treefrog species individually marked by clipping 2-4 toes. We used information-theoretic model selection to examine the effect of toe clipping on survival while accounting for variation in capture probability. The model selection results indicate strong support for an effect of toe clipping on survival of Green Treefrogs (Hyla cinerea) and only limited support for an effect of toe clipping on capture probability. We estimate there was a mean absolute decrease in survival of 5.02% and 11.16% for Green Treefrogs with three and four toes removed, respectively, compared to individuals with just two toes removed. Results for Squirrel Treefrogs (Hyla squirella) indicate little support for an effect of toe clipping on survival but may indicate some support for a negative effect on capture probability. We believe that the return rate alone should not be used to examine survival of marked animals because constant capture probability must be assumed, and our examples demonstrate how capture probability may vary over time and among groups. Mark-recapture models provide a method for estimating the effect of toe clipping on anuran survival in situations where unique marks are applied.
Papers & Reports A new parameterization for estimating co-occurrence of interacting species
Authors: Hardin J Waddle; Robert M Dorazio; Susan C Walls; Kenneth G Rice; Jeffrey Beauchamp; M J Schuman; Frank J Mazzotti
Date: 2010 | Outlet: Ecological Applications 20: 1467-1475
Models currently used to estimate patterns of species co-occurrence while accounting for errors in detection of species can be difficult to fit when the effects of covariates on species occurrence probabilities are included. The source of the estimation problems is the particular parameterization used to specify species co-occurrence probability. We develop a new parameterization for estimating patterns of co-occurrence of interacting species that allows the effects of covariates to be specified quite naturally without estimation problems. In our model, the occurrence of one species is assumed to depend on the occurrence of another, but the occurrence of the second species is not assumed to depend on the presence of the first species. This pattern of co-occurrence, wherein one species is dominant and the other is subordinate, can be produced by several types of ecological interactions (predator–prey, parasitism, and so on). A simulation study demonstrated that estimates of species occurrence probabilities were unbiased in samples of 50–100 locations and three surveys per location, provided species are easily detected (probability of detection  0.5). Higher sample sizes (.200 locations) are needed to achieve unbiasedness when species are more difficult to detect. An analysis of data from treefrog surveys in southern Florida indicated that the occurrence of Cuban treefrogs, an invasive predator species, was highest near the point of its introduction and declined with distance from that location. Sites occupied by Cuban treefrogs were 9.0 times less likely to contain green treefrogs and 15.7 times less likely to contain squirrel treefrogs compared to sites without Cuban treefrogs. The detection probabilities of native treefrog species did not depend on the presence of Cuban treefrogs, suggesting that the native treefrog species are naive to the introduced species.
Papers & Reports Eleutherodactylus coqui: Geographic distribution
Authors: Hardin J Waddle; M E Crockett; Kenneth G Rice
Date: 2006 | Outlet: Herpetological Review 37: 487
Documents the discovery of the Puerto Rican Coqui on St. John, USVI near Virgin Islands National Park
Papers & Reports Osteopilus septentrionalis: Geographic distribution
Authors: Hardin J Waddle; M E Crockett; Kenneth G Rice
Date: 2005 | Outlet: Herpetological Review 36: 333
Documents the discovery of breeding populations of Cuban treefrogs on St. John, USVI in Virgin Islands National Park
Papers & Reports A portable non-invasive trapping array for sampling amphibians and reptiles
Authors: Amanda N Rice; Kenneth G Rice; Hardin J Waddle; Frank J Mazzotti
Date: 2006 | Outlet: Herpetological Review 37: 429-430
Describes a drift fence array used in shallow marshes that does not require digging.
Papers & Reports Herpetofaunal Inventories of the National Parks of South Florida and the Caribbean: Volume III. Big Cypress National Preserve
Authors: Kenneth G Rice; Hardin J Waddle; B M Jeffery; Amanda N Rice; H F Percival
Date: 2005 | Outlet: U. S. Geological Survey, Open-File Report 2005-1300, Fort Lauderdale, FL, USA
Amphibian declines and extinctions have been documented around the world, often in protected natural areas. Concern for this trend has prompted the U.S. Geological Survey and the National Park Service to document all species of amphibians that occur within U.S. National Parks and to search for any signs that amphibians may be declining. This study, an inventory of amphibian species in Big Cypress National Preserve, was conducted from 2002 to 2003. The goals of the project were to create a georeferenced inventory of amphibian species, use new analytical techniques to estimate proportion of sites occupied by each species, look for any signs of amphibian decline (missing species, disease, die-offs, and so forth.), and to establish a protocol that could be used for future monitoring efforts.

Several sampling methods were used to accomplish these goals. Visual encounter surveys and anuran vocalization surveys were conducted in all habitats throughout the park to estimate the proportion of sites or proportion of area occupied (PAO) by each amphibian species in each habitat. Opportunistic collections, as well as limited drift fence data, were used to augment the visual encounter methods for highly aquatic or cryptic species. A total of 545 visits to 104 sites were conducted for standard sampling alone, and 2,358 individual amphibians and 374 reptiles were encountered. Data analysis was conducted in program PRESENCE to provide PAO estimates for each of the anuran species.

All of the amphibian species historically found in Big Cypress National Preserve were detected during this project. At least one individual of each of the four salamander species was captured during sampling. Each of the anuran species in the preserve was adequately sampled using standard herpetological sampling methods, and PAO estimates were produced for each species of anuran by habitat. This information serves as an indicator of habitat associations of the species and relative abundance of sites occupied, but it will also be useful as a comparative baseline for future monitoring efforts.

In addition to sampling for amphibians, all encounters with reptiles were documented. The sampling methods used for detecting amphibians are also appropriate for many reptile species. These reptile locations are included in this report, but the number of reptile observations was not sufficient to estimate PAO for reptile species. We encountered 35 of the 46 species of reptiles believed to be present in Big Cypress National Preserve during this study, and evidence exists of the presence of four other reptile species in the Preserve.

This study found no evidence of amphibian decline in Big Cypress National Preserve. Although no evidence of decline was observed, several threats to amphibians were identified. Introduced species, especially the Cuban treefrog (Osteopilus septentrionalis), are predators and competitors with several native frog species. The recreational use of off-road vehicles has the potential to affect some amphibian populations, and a study on those potential impacts is currently underway. Also, interference by humans with the natural hydrologic cycle of south Florida has the potential to alter the amphibian community.

Continued monitoring of the amphibian species in Big Cypress National Preserve is recommended. The methods used in this study were adequate to produce reliable estimates of the proportion of sites occupied by most anuran species, and are a cost-effective means of determining the status of their populations.