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Zhang J, Schneller NM, Field MA, Chan CX, Miller DJ, Strugnell JM, Riginos C, Bay L, Cooke I. Chromosomal inversions harbour excess mutational load in the coral, Acropora kenti, on the Great Barrier Reef. Mol Ecol 2024:e17468. [PMID: 39046252 DOI: 10.1111/mec.17468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 06/28/2024] [Accepted: 07/03/2024] [Indexed: 07/25/2024]
Abstract
The future survival of coral reefs in the Anthropocene depends on the capacity of corals to adapt as oceans warm and extreme weather events become more frequent. Targeted interventions designed to assist evolutionary processes in corals require a comprehensive understanding of the distribution and structure of standing variation, however, efforts to map genomic variation in corals have so far focussed almost exclusively on SNPs, overlooking structural variants that have been shown to drive adaptive processes in other taxa. Here, we show that the reef-building coral, Acropora kenti, harbours at least five large, highly polymorphic structural variants, all of which exhibit signatures of strongly suppressed recombination in heterokaryotypes, a feature commonly associated with chromosomal inversions. Based on their high minor allele frequency, uniform distribution across habitats and elevated genetic load, we propose that these inversions in A. kenti are likely to be under balancing selection. An excess of SNPs with high impact on protein-coding genes within these loci elevates their importance both as potential targets for adaptive selection and as contributors to genetic decline if coral populations become fragmented or inbred in future.
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Affiliation(s)
- Jia Zhang
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Queensland, Australia
- Centre for Tropical Bioinformatics and Molecular Biology, James Cook University, Townsville, Queensland, Australia
- Australian Centre for Ecogenomics, School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Queensland, Australia
| | - Nadja M Schneller
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Queensland, Australia
- Centre for Tropical Bioinformatics and Molecular Biology, James Cook University, Townsville, Queensland, Australia
- School of Biological Sciences, Monash University, Melbourne, Victoria, Australia
| | - Matt A Field
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Queensland, Australia
- Centre for Tropical Bioinformatics and Molecular Biology, James Cook University, Townsville, Queensland, Australia
- Immunogenomics Lab, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Cheong Xin Chan
- Australian Centre for Ecogenomics, School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Queensland, Australia
| | - David J Miller
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Queensland, Australia
- Centre for Tropical Bioinformatics and Molecular Biology, James Cook University, Townsville, Queensland, Australia
| | - Jan M Strugnell
- Centre for Tropical Bioinformatics and Molecular Biology, James Cook University, Townsville, Queensland, Australia
- Centre for Sustainable Tropical Fisheries and Aquaculture, James Cook University, Townsville, Queensland, Australia
- College of Science and Engineering, James Cook University, Townsville, Queensland, Australia
| | - Cynthia Riginos
- School of the Environment, The University of Queensland, Brisbane, Queensland, Australia
- Australian Institute of Marine Science, Townsville, Queensland, Australia
| | - Line Bay
- Australian Institute of Marine Science, Townsville, Queensland, Australia
| | - Ira Cooke
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Queensland, Australia
- Centre for Tropical Bioinformatics and Molecular Biology, James Cook University, Townsville, Queensland, Australia
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2
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Erlichman A, Sandell L, Otto SP, Aitken SN, Ronce O. Planting long-lived trees in a warming climate: Theory shows the importance of stage-dependent climatic tolerance. Evol Appl 2024; 17:e13711. [PMID: 38894979 PMCID: PMC11183180 DOI: 10.1111/eva.13711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 04/09/2024] [Accepted: 04/25/2024] [Indexed: 06/21/2024] Open
Abstract
Climate change poses a particular threat to long-lived trees, which may not adapt or migrate fast enough to keep up with rising temperatures. Assisted gene flow could facilitate adaptation of populations to future climates by using managed translocation of seeds from a warmer location (provenance) within the current range of a species. Finding the provenance that will perform best in terms of survival or growth is complicated by a trade-off. Because trees face a rapidly changing climate during their long lives, the alleles that confer optimal performance may vary across their lifespan. For instance, trees from warmer provenances could be well adapted as adults but suffer from colder temperatures while juvenile. Here we use a stage-structured model, using both analytical predictions and numerical simulations, to determine which provenance would maximize the survival of a cohort of long-lived trees in a changing climate. We parameterize our simulations using empirically estimated demographic transition matrices for 20 long-lived tree species. Unable to find reliable quantitative estimates of how climatic tolerance changes across stages in these same species, we varied this parameter to study its effect. Both our mathematical model and simulations predict that the best provenance depends strongly on how fast the climate changes and also how climatic tolerance varies across the lifespan of a tree. We thus call for increased empirical efforts to measure how climate tolerance changes over life in long-lived species, as our model suggests that it should strongly influence the best provenance for assisted gene flow.
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Affiliation(s)
- Adèle Erlichman
- ISEM, Univ Montpellier, CNRS, IRDMontpellierFrance
- Department of ZoologyUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | - Linnea Sandell
- Department of ZoologyUniversity of British ColumbiaVancouverBritish ColumbiaCanada
- Department of Organismal BiologyUppsala UniversityUppsalaSweden
- Department of Urban and Rural DevelopmentSwedish University of AgricultureUppsalaSweden
| | - Sarah P. Otto
- Department of ZoologyUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | - Sally N. Aitken
- Department of Forest and Conservation SciencesUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | - Ophélie Ronce
- ISEM, Univ Montpellier, CNRS, IRDMontpellierFrance
- Department of ZoologyUniversity of British ColumbiaVancouverBritish ColumbiaCanada
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3
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Scott CB, Ostling A, Matz MV. Should I stay or should I go? Coral bleaching from the symbionts' perspective. Ecol Lett 2024; 27:e14429. [PMID: 38690608 DOI: 10.1111/ele.14429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 04/08/2024] [Accepted: 04/10/2024] [Indexed: 05/02/2024]
Abstract
Coral bleaching, the stress-induced breakdown of coral-algal symbiosis, threatens reefs globally. Paradoxically, despite adverse fitness effects, corals bleach annually, even outside of abnormal temperatures. This generally occurs shortly after the once-per-year mass coral spawning. Here, we propose a hypothesis linking annual coral bleaching and the transmission of symbionts to the next generation of coral hosts. We developed a dynamic model with two symbiont growth strategies, and found that high sexual recruitment and low adult coral survivorship and growth favour bleaching susceptibility, while the reverse promotes bleaching resilience. Otherwise, unexplained trends in the Indo-Pacific align with our hypothesis, where reefs and coral taxa exhibiting higher recruitment are more bleaching susceptible. The results from our model caution against interpreting potential shifts towards more bleaching-resistant symbionts as evidence of climate adaptation-we predict such a shift could also occur in declining systems experiencing low recruitment rates, a common scenario on today's reefs.
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Affiliation(s)
- Carly B Scott
- Department of Integrative Biology, University of Texas at Austin, Austin, Texas, USA
| | - Annette Ostling
- Department of Integrative Biology, University of Texas at Austin, Austin, Texas, USA
| | - Mikhail V Matz
- Department of Integrative Biology, University of Texas at Austin, Austin, Texas, USA
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4
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Klein SG, Roch C, Duarte CM. Systematic review of the uncertainty of coral reef futures under climate change. Nat Commun 2024; 15:2224. [PMID: 38472196 DOI: 10.1038/s41467-024-46255-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Accepted: 02/19/2024] [Indexed: 03/14/2024] Open
Abstract
Climate change impact syntheses, such as those by the Intergovernmental Panel on Climate Change, consistently assert that limiting global warming to 1.5 °C is unlikely to safeguard most of the world's coral reefs. This prognosis is primarily based on a small subset of available models that apply similar 'excess heat' threshold methodologies. Our systematic review of 79 articles projecting coral reef responses to climate change revealed five main methods. 'Excess heat' models constituted one third (32%) of all studies but attracted a disproportionate share (68%) of citations in the field. Most methods relied on deterministic cause-and-effect rules rather than probabilistic relationships, impeding the field's ability to estimate uncertainty. To synthesize the available projections, we aimed to identify models with comparable outputs. However, divergent choices in model outputs and scenarios limited the analysis to a fraction of available studies. We found substantial discrepancies in the projected impacts, indicating that the subset of articles serving as a basis for climate change syntheses may project more severe consequences than other studies and methodologies. Drawing on insights from other fields, we propose methods to incorporate uncertainty into deterministic modeling approaches and propose a multi-model ensemble approach to generating probabilistic projections for coral reef futures.
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Affiliation(s)
- Shannon G Klein
- Marine Science Program, Biological and Environmental Science and Engineering Division (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, 23955-6900, Kingdom of Saudi Arabia.
- Red Sea Research Center (RSRC), King Abdullah University of Science and Technology (KAUST), Thuwal, 23955-6900, Kingdom of Saudi Arabia.
- Computational Bioscience Research Center (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal, 23955-6900, Kingdom of Saudi Arabia.
| | - Cassandra Roch
- Marine Science Program, Biological and Environmental Science and Engineering Division (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, 23955-6900, Kingdom of Saudi Arabia
- Red Sea Research Center (RSRC), King Abdullah University of Science and Technology (KAUST), Thuwal, 23955-6900, Kingdom of Saudi Arabia
- Computational Bioscience Research Center (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal, 23955-6900, Kingdom of Saudi Arabia
| | - Carlos M Duarte
- Marine Science Program, Biological and Environmental Science and Engineering Division (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, 23955-6900, Kingdom of Saudi Arabia.
- Red Sea Research Center (RSRC), King Abdullah University of Science and Technology (KAUST), Thuwal, 23955-6900, Kingdom of Saudi Arabia.
- Computational Bioscience Research Center (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal, 23955-6900, Kingdom of Saudi Arabia.
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5
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Klinges JG, Patel SH, Duke WC, Muller EM, Vega Thurber RL. Microbiomes of a disease-resistant genotype of Acropora cervicornis are resistant to acute, but not chronic, nutrient enrichment. Sci Rep 2023; 13:3617. [PMID: 36869057 PMCID: PMC9984465 DOI: 10.1038/s41598-023-30615-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 02/27/2023] [Indexed: 03/05/2023] Open
Abstract
Chronically high levels of inorganic nutrients have been documented in Florida's coral reefs and are linked to increased prevalence and severity of coral bleaching and disease. Naturally disease-resistant genotypes of the staghorn coral Acropora cervicornis are rare, and it is unknown whether prolonged exposure to acute or chronic high nutrient levels will reduce the disease tolerance of these genotypes. Recently, the relative abundance of the bacterial genus Aquarickettsia was identified as a significant indicator of disease susceptibility in A. cervicornis, and the abundance of this bacterial species was previously found to increase under chronic and acute nutrient enrichment. We therefore examined the impact of common constituents of nutrient pollution (phosphate, nitrate, and ammonium) on microbial community structure in a disease-resistant genotype with naturally low abundances of Aquarickettsia. We found that although this putative parasite responded positively to nutrient enrichment in a disease-resistant host, relative abundances remained low (< 0.5%). Further, while microbial diversity was not altered significantly after 3 weeks of nutrient enrichment, 6 weeks of enrichment was sufficient to shift microbiome diversity and composition. Coral growth rates were also reduced by 6 weeks of nitrate treatment compared to untreated conditions. Together these data suggest that the microbiomes of disease-resistant A. cervicornis may be initially resistant to shifts in microbial community structure, but succumb to compositional and diversity alterations after more sustained environmental pressure. As the maintenance of disease-resistant genotypes is critical for coral population management and restoration, a complete understanding of how these genotypes respond to environmental stressors is necessary to predict their longevity.
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Affiliation(s)
- J Grace Klinges
- Department of Microbiology, Oregon State University, 226 Nash Hall, Corvallis, OR, 97331, USA.
- Mote Marine Laboratory International Center for Coral Reef Research and Restoration, 24244 Overseas Hwy, Summerland Key, FL, 33042, USA.
| | - Shalvi H Patel
- Department of Microbiology, Oregon State University, 226 Nash Hall, Corvallis, OR, 97331, USA
| | - William C Duke
- Department of Microbiology, Oregon State University, 226 Nash Hall, Corvallis, OR, 97331, USA
| | - Erinn M Muller
- Mote Marine Laboratory International Center for Coral Reef Research and Restoration, 24244 Overseas Hwy, Summerland Key, FL, 33042, USA
- Mote Marine Laboratory, 1600 Ken Thompson Pkwy, Sarasota, FL, 34236, USA
| | - Rebecca L Vega Thurber
- Department of Microbiology, Oregon State University, 226 Nash Hall, Corvallis, OR, 97331, USA
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6
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Palumbi SR, Walker NS, Hanson E, Armstrong K, Lippert M, Cornwell B, Nestor V, Golbuu Y. Small-scale genetic structure of coral populations in Palau based on whole mitochondrial genomes: Implications for future coral resilience. Evol Appl 2023; 16:518-529. [PMID: 36793699 PMCID: PMC9923468 DOI: 10.1111/eva.13509] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 09/21/2022] [Accepted: 09/26/2022] [Indexed: 01/07/2023] Open
Abstract
The ability of local populations to adapt to future climate conditions is facilitated by a balance between short range dispersal allowing local buildup of adaptively beneficial alleles, and longer dispersal moving these alleles throughout the species range. Reef building corals have relatively low dispersal larvae, but most population genetic studies show differentiation only over 100s of km. Here, we report full mitochondrial genome sequences from 284 tabletop corals (Acropora hyacinthus) from 39 patch reefs in Palau, and show two signals of genetic structure across reef scales from 1 to 55 km. First, divergent mitochondrial DNA haplotypes exist in different proportions from reef to reef, causing PhiST values of 0.02 (p = 0.02). Second, closely related sequences of mitochondrial Haplogroups are more likely to be co-located on the same reefs than expected by chance alone. We also compared these sequences to prior data on 155 colonies from American Samoa. In these comparisons, many Haplogroups in Palau were disproportionately represented or absent in American Samoa, and inter-regional PhiST = 0.259. However, we saw three instances of identical mitochondrial genomes between locations. Together, these data sets suggest two features of coral dispersal revealed by occurrence patterns in highly similar mitochondrial genomes. First, the Palau-American Samoa data suggest that long distance dispersal in corals is rare, as expected, but that it is common enough to deliver identical mitochondrial genomes across the Pacific. Second, higher than expected co-occurrence of Haplogroups on the same Palau reefs suggests greater retention of coral larvae on local reefs than predicted by many current oceanographic models of larval movement. Increased attention to local scales of coral genetic structure, dispersal, and selection may help increase the accuracy of models of future adaptation of corals and of assisted migration as a reef resilience intervention.
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Affiliation(s)
- Stephen R Palumbi
- Department of Biology and Oceans Department Hopkins Marine Station of Stanford University Pacific Grove California USA
| | - Nia S Walker
- Department of Biology and Oceans Department Hopkins Marine Station of Stanford University Pacific Grove California USA.,Hawaii Institute of Marine Biology, University of Hawaii Honolulu Hawaii USA
| | - Erik Hanson
- Department of Biology and Oceans Department Hopkins Marine Station of Stanford University Pacific Grove California USA
| | - Katrina Armstrong
- Department of Biology and Oceans Department Hopkins Marine Station of Stanford University Pacific Grove California USA
| | - Marilla Lippert
- Department of Biology and Oceans Department Hopkins Marine Station of Stanford University Pacific Grove California USA
| | - Brendan Cornwell
- Department of Biology and Oceans Department Hopkins Marine Station of Stanford University Pacific Grove California USA
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7
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DeFilippo LB, McManus LC, Schindler DE, Pinsky ML, Colton MA, Fox HE, Tekwa EW, Palumbi SR, Essington TE, Webster MM. Assessing the potential for demographic restoration and assisted evolution to build climate resilience in coral reefs. ECOLOGICAL APPLICATIONS : A PUBLICATION OF THE ECOLOGICAL SOCIETY OF AMERICA 2022; 32:e2650. [PMID: 35538738 PMCID: PMC9788104 DOI: 10.1002/eap.2650] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 02/25/2022] [Accepted: 03/08/2022] [Indexed: 06/14/2023]
Abstract
Interest is growing in developing conservation strategies to restore and maintain coral reef ecosystems in the face of mounting anthropogenic stressors, particularly climate warming and associated mass bleaching events. One such approach is to propagate coral colonies ex situ and transplant them to degraded reef areas to augment habitat for reef-dependent fauna, prevent colonization from spatial competitors, and enhance coral reproductive output. In addition to such "demographic restoration" efforts, manipulating the thermal tolerance of outplanted colonies through assisted relocation, selective breeding, or genetic engineering is being considered for enhancing rates of evolutionary adaptation to warming. Although research into such "assisted evolution" strategies has been growing, their expected performance remains unclear. We evaluated the potential outcomes of demographic restoration and assisted evolution in climate change scenarios using an eco-evolutionary simulation model. We found that supplementing reefs with pre-existing genotypes (demographic restoration) offers little climate resilience benefits unless input levels are large and maintained for centuries. Supplementation with thermally resistant colonies was successful at improving coral cover at lower input levels, but only if maintained for at least a century. Overall, we found that, although demographic restoration and assisted evolution have the potential to improve long-term coral cover, both approaches had a limited impact in preventing severe declines under climate change scenarios. Conversely, with sufficient natural genetic variance and time, corals could readily adapt to warming temperatures, suggesting that restoration approaches focused on building genetic variance may outperform those based solely on introducing heat-tolerant genotypes.
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Affiliation(s)
- Lukas B. DeFilippo
- School of Aquatic and Fishery SciencesUniversity of WashingtonSeattleWashingtonUSA
- Present address:
Resource Assessment and Conservation Engineering DivisionNOAA Alaska Fisheries Science CenterSeattleWashingtonUSA
| | - Lisa C. McManus
- Department of Ecology, Evolution, and Natural ResourcesRutgers UniversityNew BrunswickNew JerseyUSA
- Hawaiʻi Institute of Marine BiologyUniversity of Hawaiʻi at ManoaKaneʻoheHawaiiUSA
| | - Daniel E. Schindler
- School of Aquatic and Fishery SciencesUniversity of WashingtonSeattleWashingtonUSA
| | - Malin L. Pinsky
- Department of Ecology, Evolution, and Natural ResourcesRutgers UniversityNew BrunswickNew JerseyUSA
| | | | | | - E. W. Tekwa
- Department of Ecology, Evolution, and Natural ResourcesRutgers UniversityNew BrunswickNew JerseyUSA
- Department of ZoologyUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | - Stephen R. Palumbi
- Department of Biology, Hopkins Marine StationStanford UniversityPacific GroveCaliforniaUSA
| | - Timothy E. Essington
- School of Aquatic and Fishery SciencesUniversity of WashingtonSeattleWashingtonUSA
| | - Michael M. Webster
- Department of Environmental StudiesNew York UniversityNew YorkNew YorkUSA
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8
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Colton MA, McManus LC, Schindler DE, Mumby PJ, Palumbi SR, Webster MM, Essington TE, Fox HE, Forrest DL, Schill SR, Pollock FJ, DeFilippo LB, Tekwa EW, Walsworth TE, Pinsky ML. Coral conservation in a warming world must harness evolutionary adaptation. Nat Ecol Evol 2022; 6:1405-1407. [PMID: 36114282 DOI: 10.1038/s41559-022-01854-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
| | - Lisa C McManus
- Hawai'i Institute of Marine Biology, University of Hawai'i at Mānoa, Kane'ohe, HI, USA
- Department of Ecology, Evolution, and Natural Resources, Rutgers University, New Brunswick, NJ, USA
| | - Daniel E Schindler
- School of Aquatic and Fishery Sciences, University of Washington, Seattle, WA, USA
| | - Peter J Mumby
- School of Biological Sciences, University of Queensland, Brisbane, QLD, Australia
| | - Stephen R Palumbi
- Department of Biology, Hopkins Marine Station, Stanford University, Pacific Grove, CA, USA
| | - Michael M Webster
- Coral Reef Alliance, San Francisco, CA, USA
- Department of Environmental Studies, New York University, New York, NY, USA
| | - Timothy E Essington
- School of Aquatic and Fishery Sciences, University of Washington, Seattle, WA, USA
| | | | - Daniel L Forrest
- Department of Ecology, Evolution, and Natural Resources, Rutgers University, New Brunswick, NJ, USA
- Institute for Resources, Environment and Sustainability, University of British Columbia, Vancouver, BC, Canada
| | - Steven R Schill
- The Nature Conservancy, Caribbean Division, Coral Gables, FL, USA
| | - F Joseph Pollock
- The Nature Conservancy, Hawai'i & Palmyra Program, Honolulu, HI, USA
- Pennsylvania State University, Department of Biology, University Park, PA, USA
| | - Lukas B DeFilippo
- School of Aquatic and Fishery Sciences, University of Washington, Seattle, WA, USA
- Resource Assessment and Conservation Engineering Division, NOAA Alaska Fisheries Science Center, Seattle, WA, USA
| | - E W Tekwa
- Department of Ecology, Evolution, and Natural Resources, Rutgers University, New Brunswick, NJ, USA
- Department of Zoology, University of British Columbia, Vancouver, BC, Canada
| | - Timothy E Walsworth
- School of Aquatic and Fishery Sciences, University of Washington, Seattle, WA, USA
- Department of Watershed Sciences and The Ecology Center, Utah State University, Logan, UT, USA
| | - Malin L Pinsky
- Department of Ecology, Evolution, and Natural Resources, Rutgers University, New Brunswick, NJ, USA
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