Abstract
Acropora cervicornis is the most widely used coral species for reef restoration in the greater Caribbean. However, outplanting methodologies (e.g., colony density, size, host genotype, and attachment technique) vary greatly, and to date have not been evaluated for optimality across multiple sites. Two experiments were completed during this study, the first evaluated the effects of attachment technique, colony size, and genotype by outplanting 405 A. cervicornis colonies, from ten genotypes, four size classes, and three attachment techniques (epoxy, nail and cable tie, or puck) across three sites. Colony survival, health condition, tissue productivity, and growth were assessed across one year for this experiment. The second experiment assessed the effect of colony density by outplanting colonies in plots of one, four, or 25 corals per 4 m2 across four separate sites. Plot survival and condition were evaluated across two years for this experiment in order to better capture the effect of increasing cover. Colonies attached with a nail and cable tie resulted in the highest survival regardless of colony size. Small corals had the lowest survival, but the greatest productivity. The majority of colony loss was attributed to missing colonies and was highest for pucks and small epoxied colonies. Disease and predation were observed at all sites, but did not affect all genotypes, however due to the overall low prevalence of either condition there were no significant differences found in any comparison. Low density plots had significantly higher survival and significantly lower prevalence of disease, predation, and missing colonies than high density plots. These results indicate that to increase initial outplant success, colonies of many genotypes should be outplanted to multiple sites using a nail and cable tie, in low densities, and with colonies over 15 cm total linear extension.
Keywords: Coral nursery, Florida, Productivity, Coral Point Count, Propagation, Restoration
Introduction
The compounding effects of human population growth, coastal construction, and climate change have caused damage to coral reef ecosystems worldwide (Schopmeyer et al., 2012; Bégin et al., 2016; Bright et al., 2016; Hume et al., 2016; Towle, Baker & Langdon, 2016). Historically, the Caribbean staghorn coral, Acropora cervicornis, was one of the most important corals in terms of contributing to habitat complexity and reef framework, playing a vital role in the reef community (Goreau, 1959; Goreau & Goreau, 1973; Adey & Burke, 1977; Neigell & Avise, 1983). The mainly monotypic stands of A. cervicornis, also referred to as thickets, fields, stands or patches, lined the fore and back reefs, spur tops, and octocoral dominated reefs of many Caribbean, Florida, and Gulf of Mexico reefs (Davis, 1982; Bruckner, 2002; Acropora Biological Review Team, 2005). Its fast growth rate and natural ability to fragment allows it to spread across habitats quickly forming dense patch-like structures providing habitat to a multitude of vertebrate and invertebrate species.
More recently (since the 1980s) populations within the Greater Caribbean have become regionally isolated, existing most commonly as individual colonies or much smaller patches separated by several kilometers or more. The major decrease in the species seen throughout the Caribbean in the 1970s and 1980s was caused by a white band disease outbreak (Gladfelter, 1982; Bythell et al., 1989; Bythell, Gladfelter & Bythell, 1993; Aronson & Precht, 2001; Acropora Biological Review Team, 2005). Since this dramatic decline, recovery has been limited with few known high cover populations remaining throughout the species range (Vargas-Ángel, Thomas & Hoke, 2003; Keck et al., 2005; Grober-Dunsmore, Bonito & Frazer, 2006; Lirman et al., 2010; Walker et al., 2012; D’Antonio, Gilliam & Walker, 2016). With the loss of these three-dimensional structures comes the loss of an unprecedented amount of habitat. In 2006, A. cervicornis was listed as threatened under the US Endangered Species Act (National Marine Fisheries Service, 2006) and in 2008, listed as critically endangered on the World Conservation Union (IUCN) red list (Aronson et al., 2008). While controlling stressors like human population growth, coastal construction, and climate change is difficult, it is as challenging to perform coral reef restoration in the face of these stressors. However, together with effective and active management plans we can use coral reef population enhancement techniques to attempt to increase resilience of the remaining populations.
Restoration activities specifically for A. cervicornis began in 2001 (Bowden-Kerby, 2001) and have since increased exponentially (Johnson et al., 2011). Young, Schopmeyer & Lirman (2012) reported over 60 programs working on Acropora spp. restoration in the Caribbean. Most of these programs are successfully increasing the abundance of A. cervicornis on numerous reefs and are now collectively outplanting tens of thousands of corals a year (Schopmeyer et al., 2017). As mass outplanting becomes more common the best techniques to ensure initial colony survival and growth need to be determined. Outplant designs should incorporate experimentally derived best practices for appropriate colony size, density, attachment technique, site, and host and symbiont genotypes (Griffin et al., 2012; Hollarsmith, Griffin & Moore, 2012; Lirman et al., 2014; Mercado-Molina, Ruiz-Diaz & Sabat, 2015). In this study, we evaluated the effect of host genotype, density, outplant size, and attachment techniques across multiple sites on initial success (within one to two years) of outplanting. It is important that colonies survive and grow large enough during the first year following outplanting so that they can contribute to natural populations through sexual reproduction and fragmentation. It is also important to understand differences amongst genotypes and their growth, survival, and health under the same environmental conditions (same outplant site), as these results could inform restoration practices and improve success. For example, genetic diversity increases the likelihood of successful sexual reproduction, and outplanting slower growing genotypes at larger sizes would allow them to contribute to sexual reproduction more quickly. Therefore, success herein is defined by initial colony survival in the location in which they were outplanted similar to that observed in other population enhancement programs or in the wild (>50%), colonies are exhibiting growth and productivity (increasing abundance and complexity on the reef) and relatively low prevalence of disease and predation.
Methods
Size and attachment technique
Corals were outplanted March 2015 to three sites on the nearshore ridge complex of Broward County, Florida at depths between 4 and 5 m. At each site, corals were outplanted to three arrays using ten genotypes, three attachment techniques: (1) two-part epoxy (“epoxy”), (2) masonry nail and cable tie (“nail”) or (3) cement puck (“puck”), and four size classes: (1) small (5–15 cm total linear extension (TLE)), (2) medium (16–35 cm TLE), (3) large (36–60 cm TLE), and (4) x-large (61–160 cm TLE). Coral host genotype was previously determined by Baums et al. (2010) using microsatellite markers. Forty-five colonies were outplanted to each array with genotype, colony size, and attachment technique randomly assigned within each array at each site (Fig. 1). Small colonies for all attachment techniques and medium nail colonies were outplanted upright, whereas medium puck, medium epoxy, and all large and x-large colonies were transplanted horizontally to ensure colony stability (Fig. 2). Medium and large/x-large epoxy colonies were attached with two and three epoxy points, respectively. Each size class/attachment technique combination was replicated a minimum of 27 times within the three sites for a total of 405 corals (Table S1).
Monitoring occurred at 1, 4, 8, and 12 months post-outplanting. Individual colony survival (alive, dead, or missing), percent tissue mortality, and prevalence of conditions (predation, disease, and bleaching) were recorded. Colonies were considered alive if they were found in the location where they were outplanted and any live tissue was still present. The cumulative prevalence of each condition was calculated by adding the number of colonies affected by each condition during the year divided by the sum of susceptible colonies (colonies with live tissue) during the same period.
Colony growth and productivity analysis was completed using images of each coral taken from the same direction, with a scaling object for calibration, taken upon outplanting and at one year post-outplanting. TLE per colony (sum of all branch lengths and central axis) was determined using the tracing feature in Coral Point Count with Excel extensions 4.1 (CPCe)© (Kohler & Gill, 2006) (Fig. S1). Multiple images were used per colony for the one year monitoring to ensure complete colony coverage because of increased colony complexity (Figs. S1B and S1C). Only colonies that survived the entire year were included in the growth and productivity analysis. Each colony was traced by three different researchers and the average TLE was used for analysis, when variation between TLE measurements was greater than 15% colonies were re-analyzed by all researchers. Annual productivity was estimated from the sum of length of tissue/coral produced over one year divided by the initial sum of length of tissue/coral per colony ((TLEfinal–TLEinitial)/TLEinitial) (Forrester et al., 2011; Lirman et al., 2014) and growth was estimated by TLEfinal–TLEinitial.
Colony survival, productivity, growth, partial mortality, and prevalence of conditions were compared among size classes, attachment techniques, genotypes, and sites. Genotype 2 was excluded from this analysis because of a low number of replicates (Table S1). Data for each analysis were tested for normality using the Shapiro–Wilk test, normality assumptions were not met for survival, partial mortality, and prevalence of conditions data and therefore non-parametric tests were performed. Attachment success was evaluated using Kaplan–Meier survival analysis with log rank tests (Therneau, 2015). In order to evaluate success of attachment technique, missing colonies were considered dead in the survival analysis, because although missing colonies may not have died, they did not successfully attach and their fate was unknown. Kruskal–Wallis tests by ranks were used to explore the prevalence of conditions and partial mortality between size classes, attachment techniques, genotypes, and sites. Post hoc multiple comparisons of mean ranks between groups with a Bonferroni adjustment were employed when significant differences between groups were found. The Bonferroni correction was calculated by , where k is the total number of groups in the comparison (Statistica 13.0©, Tibco, Palo Alto, CA, USA). One-way analysis of variance were used to assess the differences in colony productivity and growth (log(x + 100) transformed data) between colony size, attachment technique, genotype, and site. Post hoc comparisons between groups were performed using Tukey’s HSD tests. All analyses were performed using Statistica 13.0©.
Density
Outplanting occurred in May 2013 at four sites on the nearshore ridge complex of Broward County, Florida at depths of 3–6 m. Colonies were outplanted to 4 m2 plots in three density treatments: (1) low—one colony, (2) medium—four colonies (2 m spacing), and (3) high—25 colonies (50 cm spacing) (Fig. 3). Three replicate treatments were installed at each site and arranged using a random block design with a minimum of 15 m between treatments. Wild A. cervicornis colonies within 5 m of each treatment were relocated within the site in order to avoid interference with the treatments. Outplant colonies of approximately 30 cm TLE from 11 genotypes were attached to the substrate using a masonry nail, cable tie and two-part epoxy. Multiple genotypes (randomized across all treatments and sites) were used to control for the effect of genotype and in turn represent a natural population, therefore genotype was not used as a factor in the analyses for this experiment.
Individual colony survival, partial mortality, and condition data were collected quarterly for two years, following the methods outlined above for the size and attachment technique experiment. These data were used to calculate plot survival, colony partial mortality, and prevalence of conditions. Data were divided into zero to one year post-outplanting and one to two years post-outplanting to evaluate the effects that increasing colony size and cover of the treatments had on colony survival, partial mortality, and condition. Plot survival and conditions were compared among treatments, between years, and between sites. Survival of each plot was calculated at the end of one and two years by dividing the number of colonies alive by the total number of colonies at the start of each year. Kruskal–Wallis tests by ranks were used to explore plot survival, the prevalence of conditions, and partial mortality between treatments and years. Post hoc multiple comparisons of mean ranks between groups with a Bonferroni adjustment (see above) were employed when significant differences between groups were found.
All nursery and outplanting related research was conducted pursuant to Florida Fish and Wildlife Conservation Commission issued Special Activity Licenses: SAL-10-1086A-SCRP; SAL-11-1086A-SCRP; SAL-13-1086-SCRP; SAL-13-1086C-SCRP; SAL-14-1086-SCRP; SAL-14-1086A-SCRP.
Results
Size and attachment technique
Survival for all treatments combined after one year was 77%. Colonies outplanted using a nail and of larger size classes had the highest survival (Figs. 4A and 4B). Colony survival differed significantly between attachment techniques (Χ2 = 6.47; df = 2; p < 0.05), size classes (Χ2 = 18.52; df = 3; p < 0.05), within the small size class between techniques (Χ2 = 11.74; df = 2; p < 0.05), and within epoxy and puck techniques between size classes (Χ2 = 19.74; df = 3; p < 0.05 for all comparisons). Genotype and site did not have a significant effect on the survival of outplanted colonies (Figs. 4C and 4D; Χ2 = 4.87; df = 8; p > 0.05; Χ2 = 1.35; df = 2; p = 0.51). A majority of the mortality was observed during the eight-month monitoring event (Fig. 4). Seventeen percent of the colonies became dislodged and were recorded as missing. All size classes, techniques, sites, and genotypes (except Genotype 15) had missing colonies. However, the number of missing colonies was only significantly different among attachment techniques and size classes (Kruskal–Wallis; H = 9.65 and 10.41; p < 0.05).
Mean percent partial mortality, not including colonies that died, was 5.7 ± 0.93 SE% and was attributed to disease, predation, sediment burial, or unknown causes. Total prevalence of disease (rapid tissue loss and white band disease) and predation, by Coralliophila abbreviata (corallivorous snail), were lower than 1.5% during each monitoring event (Fig. 5A). Predation by fireworms (Hermodice carunculata) was not observed. Mean partial mortality was significantly different amongst size classes, genotypes, and sites (Fig. 5B; Kruskal–Wallis; H = 15.22, 14.33, and 9.13; p < 0.05 for all comparisons). Treatment did not have a significant effect on the prevalence of disease or predation (Fig. 5; Kruskal–Wallis; p > 0.05).
Mean colony productivity (sum of all branch lengths) was 3.03 ± 1.5 SE cm/cm initial tissue length, with 32,533 cm of new coral produced from the 12,643 cm coral initially outplanted. Mean growth rate was 111.15 ± 5.4 cm/year. Productivity was similar across all three attachment techniques (Fig. 6A; F = 1.92; df = 2; p > 0.05). Small colonies had significantly higher mean productivity (4.37 ± 4.5 cm/cm initial tissue length) than any other size class (Fig. 6A; F = 9.71; df = 3; p < 0.05). Productivity varied significantly among genotypes ranging from 2.2 to 4.5 cm/cm of initial tissue length (Fig. 6A; F = 3.68; df = 8; p < 0.05). Colonies outplanted at Staghorn City had a significantly higher productivity than the other two sites (F = 13.714; df = 2; p < 0.05). There were no significant differences in productivity within a size class between attachment techniques (F = 1.49; df = 6; p = 0.18). Colonies attached with epoxy or pucks had significantly higher survival with larger colonies (Fig. 7A; Tukey HSD p < 0.05 for both comparisons). Small colonies attached with nails and pucks had significantly higher mean productivity than medium and x-large colonies, respectively (Fig. 7B; Tukey HSD p < 0.05 for both comparisons). Colony growth or the amount of coral produced per fragment increased significantly with colony size (Fig. 6B; F = 7.45; df = 8; p < 0.05) and between genotypes and sites (Fig. 6B).
Density
Survival between treatments was similar after one year (Fig. 8A; Table S2; Kruskal–Wallis; H = 4.76; p > 0.05), but significantly different after two years (Kruskal–Wallis; H = 15.96; p < 0.05). Low density treatments had the highest survival (Fig. 8A). Mean number of colonies missing was significantly higher in the high density treatments than the medium and low densities (Table S2; Kruskal–Wallis; H = 16.48; p < 0.05).
Predation by H. carunculata and C. abbreviata and disease (rapid tissue loss and white band disease) were the most commonly recorded conditions across two years (Fig. 8B). Prevalence of disease and predation were significantly higher in the high density treatments during the second year than the first year (Fig. 8B; Table S2; Friedman test; Χ2 = 5.44 and 8.33; p < 0.05). The only condition reported in the low density treatments was predation during year 2, which was significantly less than observed in the high density treatments in both years (Kruskal–Wallis; H = 12.13 and 6.75; p < 0.05). Disease was never recorded in the low density treatment and was significantly less than the high density treatment during year 2 (Fig. 8; Kruskal–Wallis; H = 10.58; p < 0.05).
Mean partial colony mortality increased significantly from the first to the second year for high density treatments (Fig. 8C; Table S2; Friedman test; Χ2 = 5.33; p < 0.05). Colony partial mortality was significantly different between treatments within both years (Fig. 8C; Table S2; Kruskal–Wallis; H = 9.06 and 15.99; p < 0.05). During the second year partial mortality of colonies in high density treatments was significantly higher than the medium and low density treatments (Fig. 8; Table S2; multiple comparisons; p < 0.001).
Discussion
Our results suggest that outplanted colonies should be at least 15 cm TLE, spaced 1–2 m apart and attached using a nail and cable tie. Outplant efforts spread across multiple sites with a variety of genotypes will also increase the overall success of a restoration program. While there were a few genotypes that performed better (no disease and faster productivity and growth) this was only based on one year of data and could change between sites and years. The techniques used here maximize survival, ecological impact (creating habitat faster), the potential for cross-fertilization, and minimize the prevalence of disease.
Small colonies had higher productivity, but result in a lower ecological impact due to their lower growth rates, survival, morphologic simplicity (one to two secondary branches), and sexual immaturity compared to colonies in the larger size classes. Differences in productivity and survival between size classes may be attributed to changes in energy allocation, in addition larger colonies are able to overcome adverse conditions, such as sedimentation, disease, algae interaction, and predation (Loya, 1976; Sato, 1985; Forsman, Rinkevich & Hunter, 2006). As corals age and grow, reaching the size capable of sexual maturity, their energy allocation changes (Sebens, 1982; Meesters & Bak, 1995; Okubo, Motokawa & Omori, 2007). Corals in the small size class were not yet of the reported size of being sexually mature (Soong & Lang, 1992) and consequently all their energy may have been allocated to growth and regeneration, whereas the three other size classes are of a size capable of producing oocytes could be the cause of decreased productivity (Okubo, Taniguchi & Motokawa, 2005). Productivity trends of our outplanted colonies was similar to that previously described for A. cervicornis outplant and nursery colonies (Lirman et al., 2014) as well for Pacific corals (Loya, 1976; Yap et al., 1998). Productivity of small colonies during this experiment was similar to those reported by Lirman et al. (2014) for outplants in Florida, but our medium colonies were more similar to the outplant colonies in the Dominican Republic.
Differences in productivity and prevalence of conditions were seen amongst genotypes being raised in similar environments, reflecting what others have found (Osinga et al., 2011; Bowden-Kerby & Carne, 2012; Griffin et al., 2012; Lirman et al., 2014; Drury, Manzello & Lirman, 2017). However, the observed variability in prevalence of disease amongst genotypes does not necessarily indicate genotypic resistance. For example, two genotypes (15 and 17) used in both experiments revealed variable results; depending on site and year, survival ranged from 40% to 100% and prevalence of disease, predation, and bleaching ranged from 0% to 3.5%, 0% to 2.3%, and 1.2% to 4.4%, respectively within one genotype. These results support that caution should be used when selecting “best performing” genotypes for restoration, as evidence suggests that in addition to survival and prevalence of conditions, growth, productivity, and thermal resilience may vary between region, site, and years (Tunnicliffe, 1981; Harriott, 1998; Lirman et al., 2014; Miller et al., 2014; Drury, Manzello & Lirman, 2017). As many unknown factors can influence initial outplanting success (e.g., unpredictable storm events, temperature anomalies, regional disease outbreaks), restoration efforts should diversify outplant arrays across multiple sites, using a variety of genotypes. If genotype is not taken into consideration in restoration projects or if they are lumped together conditions maybe masked or exaggerated. In addition, maintaining genotypic diversity within restoration programs is imperative for successful sexual reproduction. Slower growing genotypes will not contribute as quickly to sexual reproduction if outplanted as small colonies, as sexual maturity of A. cervicornis has been linked to colony size (Soong & Lang, 1992). Therefore, it may be beneficial for restoration programs to initially outplant colonies of or close to reproductive size to increase the likelihood of cross-fertilization.
In 2015, a Recovery Plan for Elkhorn and Staghorn Corals was published by the United States National Marine Fisheries Service outlining objectives necessary to reach the ultimate goal of delisting these species as threatened under the United States Endangered Species Act (National Marine Fisheries Service, 2015). Under the first objective (“Ensure Population Viability”), a staghorn coral abundance criteria was defined as: thickets (≥0.5 m diameter colonies at a density of 1/m2 or live staghorn coral cover of ∼25%) present on 5% of the consolidated reef habitat in the fore reef zone throughout the species range and maintained for 20 years (National Marine Fisheries Service, 2015). As restoration programs grow, practitioners are moving toward massive high density outplanting projects focusing on meeting this criterion. However, our results indicate that outplanting at this density (1 colony/m2) or higher, while it may create habitat complexity more quickly, decreases the survival of the colonies and increases the prevalence of disease and predation over time. Ladd et al. (2016) reported this same trend although colony health in their study didn’t significantly deteriorate until a density of 3 colonies/m2. Although this tradeoff seems counter intuitive as historical populations of A. cervicornis were recorded in high densities, recall that disease killed these high density populations leaving behind remnant individuals which have continued to exist as isolated colonies and are now the material for the recovery of this species. While there are still high density populations in existence today they are few and far between and have the propensity to die or experience a great reduction in live tissue within years (E. Goergen, 2008–2017, personal observation). While the etiology and process of disease-induced mortality is still being explored, we have demonstrated that disease may spread more quickly and have a bigger impact on outplanted colonies which are relocated within very close proximity (<0.5 m) to each other supporting the theory that for this species disease can be spread by contact, vectors such as C. abbreviata or H. carunculata (Williams & Miller, 2005; Miller & Williams, 2007; Vollmer & Kline, 2008; Kline & Vollmer, 2011) or currents and that predators may be drawn to higher density populations for more protection or increased abundance of prey (Berkle, 2004). This pattern of increased disease and predation was not unique to outplanted colonies and was observed on wild populations surrounding the outplant sites; affecting areas of congregated colonies or patches more commonly than isolated colonies (E. Goergen, 2008–2017, personal observation). Furthermore, the frequency of disease reported on Arabian Gulf and Australian Reefs was greatest at high coral cover sites that had a high frequency of sea surface temperature anomalies (Riegl, 2002; Bruno et al., 2007) so as the oceans continue to warm this trend could be even further exacerbated in high density populations.
The biggest cause of colony loss during this study was colonies which were displaced from their place of outplanting. While colony attachment by nail and cable tie reduced the number of colonies going missing by at least 10%, when compared to the other methods, fate tracking of colonies after two years was difficult (Bruckner & Bruckner, 2001; Bruckner, Bruckner & Hill, 2009; Garrison & Ward, 2012; Hollarsmith, Griffin & Moore, 2012; Mercado-Molina, Ruiz-Diaz & Sabat, 2014). High frequency of missing colonies may not be indicative of outplanting failure, but is simply a characteristic of A. cervicornis life history, as missing colonies were often found attached to the reef meters away from the location they were outplanted. In addition, the rate of wild colony dislodgement (50% loss after two years (E. Goergen, 2010–2012, unpublished data)) and control colonies (Garrison & Ward, 2008) was similar to what we report for outplanted colonies. The impact of outplanting corals can be seen beyond the outplanting areas and is missed by tracking each individual where it was outplanted, especially for ephemeral coral species that are known to propagate easily through fragmentation. To quantify the site impact of coral restoration through population enhancement, prior to outplanting, wild colony abundance assessments should be made and repeated periodically following outplanting. These periodic assessments would determine the natural propagation rates of this species and aid in defining the long-term success of population enhancement of an ephemeral species.
The methods presented here were successful in terms of survival, over 70% after one year, increasing local abundance of A. cervicornis, and creating habitat complexity. These were just three attachment techniques that were available to our outplanting program and used by other outplanting programs within Florida and the Greater Caribbean. At the time of this project, the cost of materials to outplant approximately 100 corals using epoxy was $60 USD, nail and cable tie $15 USD, and puck $190 USD. Not only did the puck technique cost more in supplies, it was also the most time consuming in terms of creating and deploying the pucks at the outplant site. It took two people about 3 h to make 100 cement pucks, which had to cure at least 24 h. They also must be attached to the substrate, at a minimum the amount of time it takes for the epoxy (or cement) to set, before outplanting to ensure attachment. If this is not done the weight and drag of the coral may dislodge the puck from the substrate before it has the time to attach. Outplanting colonies with epoxy took about 2–3 min each and depended on the size and how many attachment points were needed. Pounding in nails depended on substrate type, but was a quick process taking about 1–2 min to pound in the nail and attach the colony. In one day, with an experienced crew of five divers, colonies were collected from the nursery (1 h dive) and outplanted to one site (2–2 h dives). This process would be accelerated if experimental design was not a factor and sites were closer. There are many other costs involved that will influence the total cost of an outplanting program and were not included here because they are very dependent on diver experience, nursery to outplant site distance, outplanting design, site condition, and availability of resources and supplies. However, from our experience herein the added cost and time of making and deploying pucks for outplanting is not countered with greater success or colony performance and therefore should be used as a last resort. There is not one single solution to successful outplanting, but we present a number of factors that will influence and increase the success of an outplanting program especially as restoration efforts continue to scale up.
Supplemental Information
Acknowledgments
We thank the Coral Reef Restoration, Assessment and Monitoring Lab members: D. Fahy, P. Espitia, J. Stein, Z. Ostroff, M. Lopez Padierna, C. Walton, N. D’Antonio, A. Halperin, C. Bliss, L. Kabay, K. Correia, N. Hayes, E. Goldenberg, N. Jones, and A. Waldman, who provided assistance with project installation and data collection. We thank Dale Goergen for creating the figures and writing R scripts. We would like to thank our team of restoration partners (NOAA, The Nature Conservancy, Coral Restoration Foundation, University of Miami, Mote Marine Laboratory, and Florida Fish and Wildlife Commission) whom have created a network of practitioners and researchers dedicated to restoring and conserving our reefs. We also appreciate the insightful comments and suggestions made by the Academic editor and two anonymous reviewers to improve our manuscript.
Funding Statement
This work was supported by the National Oceanic and Atmospheric Administration, U.S. Department of Commerce and The Nature Conservancy, under the terms of Cooperative Agreement NA09NMF4630332 and the Town of Lauderdale-By-The-Sea. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Additional Information and Declarations
Competing Interests
The authors declare that they have no competing interests.
Author Contributions
Elizabeth A. Goergen conceived and designed the experiments, performed the experiments, analyzed the data, prepared figures and/or tables, authored or reviewed drafts of the paper, approved the final draft.
David S. Gilliam conceived and designed the experiments, contributed reagents/materials/analysis tools, authored or reviewed drafts of the paper, approved the final draft.
Field Study Permissions
The following information was supplied relating to field study approvals (i.e., approving body and any reference numbers):
Research was conducted pursuant to Florida Fish and Wildlife Conservation Commission issued Special Activity Licenses: SAL-10-1086A-SCRP; SAL-11-1086A-SCRP; SAL-13-1086-SCRP; SAL-13-1086C-SCRP; SAL-14-1086-SCRP; SAL-14-1086A-SCRP.
Data Availability
The following information was supplied regarding data availability:
The raw data has been provided as Supplemental Dataset Files.
References
- Acropora Biological Review Team (2005).Acropora Biological Review Team Atlantic Acropora status review document. 2005. https://repository.library.noaa.gov/view/noaa/16200 pp. 1–202.https://repository.library.noaa.gov/view/noaa/16200 Report to National Marine Fisheries Service, Southeast Regional Office.
- Adey & Burke (1977).Adey WH, Burke RB. Holocene bioherms of lesser antilles—geologic control of development. In: Frost SH, Weiss MP, Saunders JB, editors. Reef and Related Carbonates—Ecology and Sedimentology. Tulsa: American Association of Petroleum Geologists; 1977. pp. 67–81. [Google Scholar]
- Aronson et al. (2008).Aronson RB, Bruckner AW, Moore J, Precht WF, Weil E. IUCN Red List of Threatened Species: Acropora cervicornis. Cambridge: International Union for Conservation of Nature and Natural Resources; 2008. [Google Scholar]
- Aronson & Precht (2001).Aronson RB, Precht WF. White-band disease and the changing face of Caribbean coral reefs. Hydrobiologia. 2001;460(1–3):25–38. doi: 10.1023/A:1013103928980. [DOI] [Google Scholar]
- Baums et al. (2010).Baums IB, Johnson ME, Devlin-Durante MK, Miller MW. Host population genetic structure and zooxanthellae diversity of two reef-building coral species along the Florida Reef Tract and wider Caribbean. Coral Reefs. 2010;29(4):835–842. doi: 10.1007/s00338-010-0645-y. [DOI] [Google Scholar]
- Bégin et al. (2016).Bégin C, Schelten CK, Nugues MM, Hawkins J, Roberts C, Côté IM. Effects of protection and sediment stress on coral reefs in Saint Lucia. PLOS ONE. 2016;11(2):e0146855. doi: 10.1371/journal.pone.0146855. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Berkle (2004).Berkle ME. Nova Southeastern University; 2004. Population densities and feeding behavior of the amphinomid polychaete, Hermodice carunculata, in Acropora cervicornis assemblages in Southeastern Florida. MS Master’s thesis. [Google Scholar]
- Bowden-Kerby (2001).Bowden-Kerby A. Low-tech coral reef restoration methods modeled after natural fragmentation processes. Bulletin of Marine Science. 2001;69:915–931. [Google Scholar]
- Bowden-Kerby & Carne (2012).Bowden-Kerby A, Carne L. Thermal tolerance as a factor in Caribbean Acropora restoration. In: Yellowlees D, Hughes TP, editors. Proceedings of the 12th International Coral Reef Symposium; Queensland: James Cook University, ICRS2012_20A_1; 2012. [Google Scholar]
- Bright et al. (2016).Bright AJ, Rogers CS, Brandt ME, Muller E, Smith TB. Disease prevalence and snail predation associated with swell-generated damage on the threatened coral, Acropora palmata (Lamarck) Frontiers in Marine Science. 2016;3:77. doi: 10.3389/fmars.2016.00077. [DOI] [Google Scholar]
- Bruckner (2002).Bruckner AW. Proceedings of the Caribbean Acropora Workshop: Potential Application of the U.S Endangered Species Act as a Conservation Strategy; Silver Spring: NOAA Technical Memorandum NMFS-OPR-24; 2002. p. 199. [Google Scholar]
- Bruckner & Bruckner (2001).Bruckner AW, Bruckner RJ. Condition of restored Acropora palmata fragments off Mona Island, Puerto Rico, 2 years after the Fortuna Reefer ship grounding. Coral Reefs. 2001;20(3):235–243. doi: 10.1007/s003380100164. [DOI] [Google Scholar]
- Bruckner, Bruckner & Hill (2009).Bruckner A, Bruckner R, Hill R. Improving restoration approaches for Acropora palmata: lessons from the Fortuna Reefer grounding in Puerto Rico. In: Riegl B, Dodge RE, editors. Proceedings of the 11th International Coral Reef Symposium; Davie: Nova Southeastern University National Coral Reef Institute; 2009. pp. 1199–1203. [Google Scholar]
- Bruno et al. (2007).Bruno JF, Selig ER, Casey KS, Page CA, Willis BL, Harvell CD, Sweatman H, Melendy AM. Thermal stress and coral cover as drivers of coral disease outbreaks. PLOS Biology. 2007;5(6):e124. doi: 10.1371/journal.pbio.0050124. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bythell, Gladfelter & Bythell (1993).Bythell JC, Gladfelter EH, Bythell M. Chronic and catastrophic natural mortality of three common Caribbean reef corals. Coral Reefs. 1993;12(3–4):143–152. doi: 10.1007/bf00334474. [DOI] [Google Scholar]
- Bythell et al. (1989).Bythell JC, Gladfelter EH, Gladfelter W, French K, Hillis Z. Buck Island Reef National Monument—changes in modern reef community structure since 1976. In: Hubbard D, editor. Terrestrial and Marine Geology of St. Croix, US Virgin Islands. St. Croix: West Indies Lab. Spec. Pub 8 Fairleigh Dickenson University; 1989. pp. 145–153. [Google Scholar]
- D’Antonio, Gilliam & Walker (2016).D’Antonio NL, Gilliam DS, Walker BK. Investigating the spatial distribution and effects of nearshore topography on Acropora cervicornis abundance in Southeast Florida. PeerJ. 2016;4:e2473. doi: 10.7717/peerj.2473. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Davis (1982).Davis GE. A century of natural change in coral distribution at the Dry Tortugas: a comparison of reef maps from 1881–1976. Bulletin of Marine Science. 1982;32:608–623. [Google Scholar]
- Drury, Manzello & Lirman (2017).Drury C, Manzello D, Lirman D. Genotype and local environment dynamically influence growth, disturbance response and survivorship in the threatened coral, Acropora cervicornis. PLOS ONE. 2017;12:e0174000. doi: 10.1371/journal.pone.0174000. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Forrester et al. (2011).Forrester GE, O’Connell-Rodwell C, Baily P, Forrester LM, Giovannini S, Harmon L, Karis R, Krumholz J, Rodwell T, Jarecki L. Evaluating methods for transplanting endangered elkhorn corals in the Virgin Islands. Restoration Ecology. 2011;19(3):299–306. doi: 10.1111/j.1526-100X.2010.00664.x. [DOI] [Google Scholar]
- Forsman, Rinkevich & Hunter (2006).Forsman ZH, Rinkevich B, Hunter CL. Investigating fragment size for culturing reef-building corals (Porites lobata and P. compressa) in ex situ nurseries. Aquaculture. 2006;261(1):89–97. doi: 10.1016/j.aquaculture.2006.06.040. [DOI] [Google Scholar]
- Garrison & Ward (2008).Garrison VH, Ward G. Storm-generated coral fragments—a viable source of transplants for reef rehabilitation. Biological Conservation. 2008;141:3089–3100. doi: 10.1016/j.biocon.2008.09.020. [DOI] [Google Scholar]
- Garrison & Ward (2012).Garrison VH, Ward G. Transplantation of storm-generated coral fragments to enhance Caribbean coral reefs: a successful method but not a solution. Revista de Biologia Tropical. 2012;60:59–70. [Google Scholar]
- Gladfelter (1982).Gladfelter W. White-band disease in Acropora palmata: implications for the structure and growth of shallow reefs. Bulletin of Marine Science. 1982;32:639–643. [Google Scholar]
- Goreau (1959).Goreau TF. The ecology of Jamaican coral reefs I. Species composition and zonation. Ecology. 1959;40(1):67–90. doi: 10.2307/1929924. [DOI] [Google Scholar]
- Goreau & Goreau (1973).Goreau NI, Goreau TF. Coral reef project—papers in memory of Dr. Thomas F. Goreau. Bulletin of Marine Science. 1973;23:399–464. [Google Scholar]
- Griffin et al. (2012).Griffin S, Spathias H, Moore TD, Baums IB, Griffin B. Scaling up Acropora nurseries in the Caribbean and improving techniques. In: Yellowlees D, Hughes TP, editors. Proceedings of the 12th International Coral Reef Symposium; Queensland: James Cook University, ICRS2012_20A_2; 2012. [Google Scholar]
- Grober-Dunsmore, Bonito & Frazer (2006).Grober-Dunsmore R, Bonito V, Frazer TK. Potential inhibitors to recovery of Acropora palmata populations in St. John, US Virgin Islands. Marine Ecology Progress Series. 2006;321:123–132. doi: 10.3354/meps321123. [DOI] [Google Scholar]
- Harriott (1998).Harriott VJ. Growth of the staghorn coral Acropora formosa at Houtman Abrolhos, Western Australia. Marine Biology. 1998;132(2):319–325. doi: 10.1007/s002270050397. [DOI] [Google Scholar]
- Hollarsmith, Griffin & Moore (2012).Hollarsmith JA, Griffin SP, Moore TD. Success of outplanted Acropora cervicornis colonies in reef restoration. In: Yellowlees D, Hughes TP, editors. Proceedings of the 12th International Coral Reef Symposium; Queensland: James Cook University, ICRS2012_20A_3; 2012. [Google Scholar]
- Hume et al. (2016).Hume BCC, Voolstra CR, Arif C, D’Angelo C, Burt JA, Eyal G, Loya Y, Wiedenmann J. Ancestral genetic diversity associated with the rapid spread of stress-tolerant coral symbionts in response to Holocene climate change. Proceedings of the National Academy of Sciences of the United States of America. 2016;113(16):4416–4421. doi: 10.1073/pnas.1601910113. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Johnson et al. (2011).Johnson ME, Lustic C, Bartels E, Baums IB, Gilliam DS, Larson EA, Lirman D, Miller MW, Nedimyer K, Schopmeyer S. Caribbean Acropora Restoration Guide: Best Practices for Propagation and Population Enhancement. Arlington: The Nature Conservancy; 2011. [Google Scholar]
- Keck et al. (2005).Keck J, Houston RS, Purkis S, Riegl BM. Unexpectedly high cover of Acropora cervicornis on offshore reefs in Roatán (Honduras) Coral Reefs. 2005;24(3):509. doi: 10.1007/s00338-005-0502-6. [DOI] [Google Scholar]
- Kline & Vollmer (2011).Kline DI, Vollmer SV. White band disease (type I) of endangered Caribbean acroporid corals is caused by pathogenic bacteria. Scientific Reports. 2011;1(1):7. doi: 10.1038/srep00007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kohler & Gill (2006).Kohler KE, Gill SM. Coral Point Count with Excel extensions (CPCe): a visual basic program for the determination of coral and substrate coverage using random point count methodology. Computers & Geosciences. 2006;32(9):1259–1269. doi: 10.1016/j.cageo.2005.11.009. [DOI] [Google Scholar]
- Ladd et al. (2016).Ladd MC, Shantz AA, Nedimyer K, Burkepile DE. Density dependence drives habitat production and survivorship of Acropora cervicornis used for restoration on a Caribbean coral reef. Frontiers in Marine Science. 2016;3:261. doi: 10.3389/fmars.2016.00261. [DOI] [Google Scholar]
- Lirman et al. (2010).Lirman D, Bowden-Kerby A, Schopmeyer S, Huntington B, Thyberg T, Gough M, Gough T, Gough R, Gough Y. A window to the past: documenting the status of one of the last remaining ‘megapopulations’ of the threatened staghorn coral Acropora cervicornis in the Dominican Republic. Aquatic Conservation: Marine and Freshwater Ecosystems. 2010;20(7):773–781. doi: 10.1002/aqc.1146. [DOI] [Google Scholar]
- Lirman et al. (2014).Lirman D, Schopmeyer S, Galvan V, Drury C, Baker AC, Baums IB. Growth dynamics of the threatened Caribbean staghorn coral Acropora cervicornis: influence of host genotype, symbiont identity, colony size, and environmental setting. PLOS ONE. 2014;9(9):e107253. doi: 10.1371/journal.pone.0107253. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Loya (1976).Loya Y. Skeletal regeneration in a Red Sea scleractinian coral population. Nature. 1976;261(5560):490–491. doi: 10.1038/261490a0. [DOI] [PubMed] [Google Scholar]
- Meesters & Bak (1995).Meesters EH, Bak RPM. Age-related deterioration of a physiological function in the branching coral Acropora palmata. Marine Ecology Progress Series. 1995;121:203–209. doi: 10.3354/meps121203. [DOI] [Google Scholar]
- Mercado-Molina, Ruiz-Diaz & Sabat (2014).Mercado-Molina AE, Ruiz-Diaz CP, Sabat AM. Survival, growth, and branch production of unattached fragments of the threatened hermatypic coral Acropora cervicornis. Journal of Experimental Marine Biology and Ecology. 2014;457:215–219. doi: 10.1016/j.jembe.2014.04.017. [DOI] [Google Scholar]
- Mercado-Molina, Ruiz-Diaz & Sabat (2015).Mercado-Molina AE, Ruiz-Diaz CP, Sabat AM. Demographics and dynamics of two restored populations of the threatened reef-building coral Acropora cervicornis. Journal for Nature Conservation. 2015;24:17–23. doi: 10.1016/j.jnc.2015.01.001. [DOI] [Google Scholar]
- Miller et al. (2014).Miller MW, Lohr KE, Cameron CM, Williams DE, Peters EC. Disease dynamics and potential mitigation among restored and wild staghorn coral, Acropora cervicornis. PeerJ. 2014;2:e541. doi: 10.7717/peerj.541. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Miller & Williams (2007).Miller MW, Williams DE. Coral disease outbreak at Navassa, a remote Caribbean island. Coral Reefs. 2007;26(1):97–101. doi: 10.1007/s00338-006-0165-y. [DOI] [Google Scholar]
- National Marine Fisheries Service (2006).National Marine Fisheries Service Endangered and threatened species: final listing determinations for elkhorn coral and staghorn coral. Federal Register. 2006;71:26852–26872. [Google Scholar]
- National Marine Fisheries Service (2015).National Marine Fisheries Service . Recovery Plan for Elkhorn (Acropora palmata) and Staghorn (A. cervicornis) Corals. Silver Spring: National Marine Fisheries Service; 2015. [Google Scholar]
- Neigell & Avise (1983).Neigell JE, Avise JC. Clonal diversity and population structure in a reef-building coral, Acropora cervicornis: self recognition analysis and demographic interpretation. Evolution. 1983;37(3):437–453. doi: 10.1111/j.1558-5646.1983.tb05561.x. [DOI] [PubMed] [Google Scholar]
- Okubo, Motokawa & Omori (2007).Okubo N, Motokawa T, Omori M. When fragmented corals spawn? Effect of size and timing on survivorship and fecundity of fragmentation in Acropora formosa. Marine Biology. 2007;151(1):353–363. doi: 10.1007/s00227-006-0490-2. [DOI] [Google Scholar]
- Okubo, Taniguchi & Motokawa (2005).Okubo N, Taniguchi H, Motokawa T. Successful methods for transplanting fragments of Acropora formosa and Acropora hyacinthus. Coral Reefs. 2005;24(2):333–342. doi: 10.1007/s00338-005-0496-0. [DOI] [Google Scholar]
- Osinga et al. (2011).Osinga R, Schutter M, Griffioen B, Wijffels RH, Verreth JAJ, Shafir S, Henard S, Taruffi M, Gili C, Lavorano S. The biology and economics of coral growth. Marine Biotechnology. 2011;13(4):658–671. doi: 10.1007/s10126-011-9382-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Riegl (2002).Riegl B. Effects of the 1996 and 1998 positive sea-surface temperature anomalies on corals, coral diseases and fish in the Arabian Gulf (Dubai, UAE) Marine Biology. 2002;140(1):29–40. doi: 10.1007/s002270100676. [DOI] [Google Scholar]
- Sato (1985).Sato M. Mortality and growth of juvenile coral Pocillopora damicornis (Linnaeus) Coral Reefs. 1985;4(1):27–33. doi: 10.1007/bf00302201. [DOI] [Google Scholar]
- Schopmeyer et al. (2012).Schopmeyer SA, Lirman D, Bartels E, Byrne J, Gilliam DS, Hunt J, Johnson ME, Larson EA, Maxwell K, Nedimyer K, Walter C. In situ coral nurseries serve as genetic repositories for coral reef restoration after an extreme cold-water event. Restoration Ecology. 2012;20(6):696–703. doi: 10.1111/j.1526-100X.2011.00836.x. [DOI] [Google Scholar]
- Schopmeyer et al. (2017).Schopmeyer SA, Lirman D, Bartels E, Gilliam DS, Goergen EA, Griffin SP, Johnson ME, Lustic C, Maxwell K, Walter CS. Regional restoration benchmarks for Acropora cervicornis. Coral Reefs. 2017;36(4):1047–1057. doi: 10.1007/s00338-017-1596-3. [DOI] [Google Scholar]
- Sebens (1982).Sebens KP. The limits to indeterminate growth: an optimal size model applied to passive suspension feeders. Ecology. 1982;63(1):209–222. doi: 10.2307/1937045. [DOI] [Google Scholar]
- Soong & Lang (1992).Soong K, Lang JC. Reproductive integration in reef corals. Biological Bulletin. 1992;183(3):418–431. doi: 10.2307/1542018. [DOI] [PubMed] [Google Scholar]
- Therneau (2015).Therneau T. A Package for Survival Analysis in S. Version 2.40https://CRAN.R-project.org/package=survival 2015
- Towle, Baker & Langdon (2016).Towle EK, Baker AC, Langdon C. Preconditioning to high CO2 exacerbates the response of the Caribbean branching coral Porites porites to high temperature stress. Marine Ecology Progress Series. 2016;546:75–84. doi: 10.3354/meps11655. [DOI] [Google Scholar]
- Tunnicliffe (1981).Tunnicliffe V. Breakage and propagation of the stony coral Acropora cervicornis. Proceedings of the National Academy of Sciences of the United States of America. 1981;78(4):2427–2431. doi: 10.1073/pnas.78.4.2427. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vargas-Ángel, Thomas & Hoke (2003).Vargas-Ángel B, Thomas JD, Hoke SM. High-latitude Acropora cervicornis thickets off Fort Lauderdale, Florida, USA. Coral Reefs. 2003;22(4):465–473. doi: 10.1007/s00338-003-0336-z. [DOI] [Google Scholar]
- Vollmer & Kline (2008).Vollmer SV, Kline DI. Natural disease resistance in threatened staghorn corals. PLOS ONE. 2008;3(11):e3718. doi: 10.1371/journal.pone.0003718. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Walker et al. (2012).Walker BK, Larson EA, Moulding AL, Gilliam DS. Small-scale mapping of indeterminate arborescent acroporid coral (Acropora cervicornis) patches. Coral Reefs. 2012;31(3):885–894. doi: 10.1007/s00338-012-0910-3. [DOI] [Google Scholar]
- Williams & Miller (2005).Williams DE, Miller MW. Coral disease outbreak: pattern, prevalence and transmission in Acropora cervicornis. Marine Ecology Progress Series. 2005;301:119–128. doi: 10.3354/meps301119. [DOI] [Google Scholar]
- Yap et al. (1998).Yap HT, Alvarez RM, Custodio HM, Dizon RM. Physiological and ecological aspects of coral transplantation. Journal of Experimental Marine Biology and Ecology. 1998;229(1):69–84. doi: 10.1016/s0022-0981(98)00041-0. [DOI] [Google Scholar]
- Young, Schopmeyer & Lirman (2012).Young C, Schopmeyer S, Lirman D. A review of reef restoration and coral propagation using the threatened genus Acropora in the Caribbean and Western Atlantic. Bulletin of Marine Science. 2012;88(4):1075–1098. doi: 10.5343/bms.2011.1143. [DOI] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The following information was supplied regarding data availability:
The raw data has been provided as Supplemental Dataset Files.