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Leung SK, Mumby PJ. Mapping the susceptibility of reefs to rubble accumulation across the Great Barrier Reef. ENVIRONMENTAL MONITORING AND ASSESSMENT 2024; 196:211. [PMID: 38285268 PMCID: PMC10824869 DOI: 10.1007/s10661-024-12344-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 01/09/2024] [Indexed: 01/30/2024]
Abstract
Disturbance-induced rubble accumulations are described as "killing fields" on coral reefs as coral recruits suffer high post-settlement mortality, creating a bottleneck for reef recovery. The increasing frequency of coral bleaching events, that can generate rubble once coral dies, has heightened concerns that rubble beds will become more widespread and persistent. But we currently lack the tools to predict where rubble is most likely to accumulate. Here, we developed a modelling framework to identify areas that are likely to accumulate rubble on forereef slopes across the Great Barrier Reef. The algorithm uses new high-resolution bathymetric and geomorphic datasets from satellite remote sensing. We found that 47 km of reef slope (3% of the entire reef surveyed), primarily in the southern region, could potentially reach 50% rubble cover. Despite being statistically significant (p < 0.001), the effects of depth and aspect on rubble cover were minimal, with a 0.2% difference in rubble cover between deeper and shallower regions, as well as a maximum difference of 0.8% among slopes facing various directions. Therefore, we conclude that the effects of depth and aspect were insufficient to influence ecological processes such as larval recruitment and recovery in different coral communities. Maps of potential rubble accumulation can be used to prioritise surveys and potential restoration, particularly after major disturbances have occurred.
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Affiliation(s)
- Shu Kiu Leung
- Marine Spatial Ecology Lab, School of the Environment, University of Queensland, Level 5, Goddard Building, St. Lucia, QLD, Brisbane, 4072, Australia.
| | - Peter J Mumby
- Marine Spatial Ecology Lab, School of the Environment, University of Queensland, Level 5, Goddard Building, St. Lucia, QLD, Brisbane, 4072, Australia
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Abrina TAS, Bennett J. A benefit-cost comparison of varying scales and methods of coral reef restoration in the Philippines. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 799:149325. [PMID: 34352460 DOI: 10.1016/j.scitotenv.2021.149325] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 07/21/2021] [Accepted: 07/24/2021] [Indexed: 06/13/2023]
Abstract
The slow rate of recovery in some reefs around the Philippines has prompted the widespread investment in active reef restoration in the country. However, from the point of view of society, these different coral reef restoration investments have not yet been fully compared in a benefit-cost analysis. In this paper, the economic efficiencies of four coral reef investments are compared - at two different scales (local and national) and two different technologies ('coral gardening' and 'mass larval enhancement'). The values are derived from a previous valuation study that used the Choice Modelling method of estimating non-market values of coral reef restoration. The capacity of these values to facilitate comparisons among reef investments is thus assessed in this paper. Based on predictions from reef restoration scientists the Philippines, the mass larval enhancement investments are estimated to produce higher net benefits and benefit-cost ratios compared to those of coral gardening. In terms of scale, higher net social outcomes for the local-scale investments support more localized approaches to coral restoration.
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Affiliation(s)
- Tara Alessandra S Abrina
- The Marine Science Institute, P. Velasquez St., University of the Philippines Campus, Diliman, Quezon City, NCR 1101, Philippines.
| | - Jeff Bennett
- Crawford School of Public Policy, Lennox Crossing, Australian National University, Canberra, ACT 0200, Australia.
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Ceccarelli DM, McLeod IM, Boström-Einarsson L, Bryan SE, Chartrand KM, Emslie MJ, Gibbs MT, Gonzalez Rivero M, Hein MY, Heyward A, Kenyon TM, Lewis BM, Mattocks N, Newlands M, Schläppy ML, Suggett DJ, Bay LK. Substrate stabilisation and small structures in coral restoration: State of knowledge, and considerations for management and implementation. PLoS One 2020; 15:e0240846. [PMID: 33108387 PMCID: PMC7591095 DOI: 10.1371/journal.pone.0240846] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Coral reef ecosystems are under increasing pressure from local and regional stressors and a changing climate. Current management focuses on reducing stressors to allow for natural recovery, but in many areas where coral reefs are damaged, natural recovery can be restricted, delayed or interrupted because of unstable, unconsolidated coral fragments, or rubble. Rubble fields are a natural component of coral reefs, but repeated or high-magnitude disturbances can prevent natural cementation and consolidation processes, so that coral recruits fail to survive. A suite of interventions have been used to target this issue globally, such as using mesh to stabilise rubble, removing the rubble to reveal hard substrate and deploying rocks or other hard substrates over the rubble to facilitate recruit survival. Small, modular structures can be used at multiple scales, with or without attached coral fragments, to create structural complexity and settlement surfaces. However, these can introduce foreign materials to the reef, and a limited understanding of natural recovery processes exists for the potential of this type of active intervention to successfully restore local coral reef structure. This review synthesises available knowledge about the ecological role of coral rubble, natural coral recolonisation and recovery rates and the potential benefits and risks associated with active interventions in this rapidly evolving field. Fundamental knowledge gaps include baseline levels of rubble, the structural complexity of reef habitats in space and time, natural rubble consolidation processes and the risks associated with each intervention method. Any restoration intervention needs to be underpinned by risk assessment, and the decision to repair rubble fields must arise from an understanding of when and where unconsolidated substrate and lack of structure impair natural reef recovery and ecological function. Monitoring is necessary to ascertain the success or failure of the intervention and impacts of potential risks, but there is a strong need to specify desired outcomes, the spatial and temporal context and indicators to be measured. With a focus on the Great Barrier Reef, we synthesise the techniques, successes and failures associated with rubble stabilisation and the use of small structures, review monitoring methods and indicators, and provide recommendations to ensure that we learn from past projects.
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Affiliation(s)
- Daniela M. Ceccarelli
- Marine Ecology Consultant, Nelly Bay, QLD, Australia
- ARC Centre of Excellence for Coral Reef Studies, Townsville, QLD, Australia
- * E-mail: (DMC); (IMM)
| | - Ian M. McLeod
- TropWATER (Centre for Tropical Water and Aquatic Ecosystem Research), James Cook University, Townsville, Queensland, Australia
- * E-mail: (DMC); (IMM)
| | - Lisa Boström-Einarsson
- TropWATER (Centre for Tropical Water and Aquatic Ecosystem Research), James Cook University, Townsville, Queensland, Australia
- Lancaster Environment Centre, Lancaster University, Lancaster, United Kingdom
| | - Scott E. Bryan
- School of Earth & Atmospheric Sciences, Queensland University of Technology, Brisbane, QLD, Australia
| | - Kathryn M. Chartrand
- TropWATER (Centre for Tropical Water and Aquatic Ecosystem Research), James Cook University, Townsville, Queensland, Australia
| | - Michael J. Emslie
- Australian Institute of Marine Science, PMB 3 Townsville MC, Townsville, Queensland, Australia
| | - Mark T. Gibbs
- Australian Institute of Marine Science, PMB 3 Townsville MC, Townsville, Queensland, Australia
- Division of Business Development, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Manuel Gonzalez Rivero
- Australian Institute of Marine Science, PMB 3 Townsville MC, Townsville, Queensland, Australia
| | - Margaux Y. Hein
- TropWATER (Centre for Tropical Water and Aquatic Ecosystem Research), James Cook University, Townsville, Queensland, Australia
| | - Andrew Heyward
- Australian Institute of Marine Science, Indian Ocean Marine Research Centre, University of Western Australia, Crawley, Western Australia, Australia
| | - Tania M. Kenyon
- Marine Spatial Ecology Lab, The University of Queensland, St. Lucia, Queensland, Australia
| | - Brett M. Lewis
- School of Earth & Atmospheric Sciences, Queensland University of Technology, Brisbane, QLD, Australia
| | - Neil Mattocks
- Reef Joint Field Management Program, Great Barrier Reef Marine Park Authority, Townsville, Queensland, Australia
| | - Maxine Newlands
- TropWATER (Centre for Tropical Water and Aquatic Ecosystem Research), James Cook University, Townsville, Queensland, Australia
- School of Social Science, James Cook University, Townsville, Queensland, Australia
| | - Marie-Lise Schläppy
- Australian Institute of Marine Science, PMB 3 Townsville MC, Townsville, Queensland, Australia
- Faculty of Engineering, Oceans Graduate School, The University of Western Australia, Crawley, WA, Australia
| | - David J. Suggett
- Climate Change Cluster, University of Technology Sydney, Sydney, NSW, Australia
| | - Line K. Bay
- Australian Institute of Marine Science, PMB 3 Townsville MC, Townsville, Queensland, Australia
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Seraphim MJ, Sloman KA, Alexander ME, Janetski N, Jompa J, Ambo-Rappe R, Snellgrove D, Mars F, Harborne AR. Interactions between coral restoration and fish assemblages: implications for reef management. JOURNAL OF FISH BIOLOGY 2020; 97:633-655. [PMID: 32564370 DOI: 10.1111/jfb.14440] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Revised: 06/01/2020] [Accepted: 06/18/2020] [Indexed: 06/11/2023]
Abstract
Corals create complex reef structures that provide both habitat and food for many fish species. Because of numerous natural and anthropogenic threats, many coral reefs are currently being degraded, endangering the fish assemblages they support. Coral reef restoration, an active ecological management tool, may help reverse some of the current trends in reef degradation through the transplantation of stony corals. Although restoration techniques have been extensively reviewed in relation to coral survival, our understanding of the effects of adding live coral cover and complexity on fishes is in its infancy with a lack of scientifically validated research. This study reviews the limited data on reef restoration and fish assemblages, and complements this with the more extensive understanding of complex interactions between natural reefs and fishes and how this might inform restoration efforts. It also discusses which key fish species or functional groups may promote, facilitate or inhibit restoration efforts and, in turn, how restoration efforts can be optimised to enhance coral fish assemblages. By highlighting critical knowledge gaps in relation to fishes and restoration interactions, the study aims to stimulate research into the role of reef fishes in restoration projects. A greater understanding of the functional roles of reef fishes would also help inform whether restoration projects can return fish assemblages to their natural compositions or whether alternative species compositions develop, and over what timeframe. Although alleviation of local and global reef stressors remains a priority, reef restoration is an important tool; an increased understanding of the interactions between replanted corals and the fishes they support is critical for ensuring its success for people and nature.
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Affiliation(s)
- Marie J Seraphim
- School of Health and Life Sciences, University of the West of Scotland, Paisley, UK
| | - Katherine A Sloman
- School of Health and Life Sciences, University of the West of Scotland, Paisley, UK
| | - Mhairi E Alexander
- School of Health and Life Sciences, University of the West of Scotland, Paisley, UK
| | | | - Jamaluddin Jompa
- Faculty of Marine Science and Fisheries, Hasanuddin University, Makassar, Indonesia
| | - Rohani Ambo-Rappe
- Faculty of Marine Science and Fisheries, Hasanuddin University, Makassar, Indonesia
| | - Donna Snellgrove
- Waltham Petcare Science Institute, Melton Mowbray, Leicestershire, UK
| | | | - Alastair R Harborne
- Institute of Environment and Department of Biological Sciences, Florida International University, North Miami, Florida, USA
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The Role of Maximum Shelf Depth versus Distance from Shore in Explaining a Diversity Gradient of Mushroom Corals (Fungiidae) off Jakarta. DIVERSITY-BASEL 2019. [DOI: 10.3390/d11030046] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Many coral reef systems are shelf-based and consist of reefs that are arranged in rows parallel to the coastline. They usually show an increase in species richness in the offshore direction, coinciding with decreasing terrigenous impact and a deeper seafloor. These two conditions usually concur, which makes it less easy to distinguish how each of them influences coral diversity separately. Since reefs off Jakarta (in the Thousand Islands archipelago) are arranged in an 80 km long string perpendicular to the coastline in south-to-north direction, with a maximum shelf depth halfway along (instead of at the end of) the string, this archipelago is very suitable for studies on inshore–offshore gradients. In the present study, mushroom corals (Fungiidae; n = 31) were used to examine diversity patterns on 38 reef sites along such a gradient, involving species richness over their entire depth range from reef flat to reef base (2–30 m) and separately at shallow depths (2–6 m). Total species diversity was highest in the central part of the archipelago, with unique species occurring in deep habitats. Diversity at shallow depths was only slightly higher here than at reefs located more nearshore and offshore, which both had less clear water. Therefore, shelf depth and distance from the mainland can be considered separate determinants of coral diversity off Jakarta.
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Williams SL, Sur C, Janetski N, Hollarsmith JA, Rapi S, Barron L, Heatwole SJ, Yusuf AM, Yusuf S, Jompa J, Mars F. Large‐scale coral reef rehabilitation after blast fishing in Indonesia. Restor Ecol 2018. [DOI: 10.1111/rec.12866] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Affiliation(s)
- Susan L. Williams
- Bodega Marine Laboratory and Department of Evolution and Ecology University of California—Davis PO Box 247, Bodega Bay CA 94923‐2047 U.S.A
| | - Christine Sur
- Bodega Marine Laboratory and Graduate Group in Ecology University of California—Davis PO Box 247, Bodega Bay California 94923‐2047 U.S.A
| | - Noel Janetski
- Jl. Kima 10 Kav A‐6 Daya Biringkanay, Makassar South Sulawesi 90241 Indonesia
| | - Jordan A. Hollarsmith
- Bodega Marine Laboratory and Graduate Group in Ecology University of California—Davis PO Box 247, Bodega Bay California 94923‐2047 U.S.A
| | - Saipul Rapi
- Jl. Kima 10 Kav A‐6 Daya Biringkanay, Makassar South Sulawesi 90241 Indonesia
| | - Luke Barron
- Jl. Kima 10 Kav A‐6 Daya Biringkanay, Makassar South Sulawesi 90241 Indonesia
| | - Siobhan J. Heatwole
- Jl. Kima 10 Kav A‐6 Daya Biringkanay, Makassar South Sulawesi 90241 Indonesia
- School of Biological Sciences University of Wollongong Wollongong NSW 2522 Australia
| | - Andi M. Yusuf
- Jl. Kima 10 Kav A‐6 Daya Biringkanay, Makassar South Sulawesi 90241 Indonesia
| | - Syafyudin Yusuf
- Department of Marine Science and Fisheries Hasanuddin University Makassar South Sulawesi Indonesia
| | - Jamaluddin Jompa
- Department of Marine Science and Fisheries Hasanuddin University Makassar South Sulawesi Indonesia
| | - Frank Mars
- Mars, Inc. 6885 Elm St., McLean VA 22101 U.S.A
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Adding insult to injury: Ship groundings are associated with coral disease in a pristine reef. PLoS One 2018; 13:e0202939. [PMID: 30208117 PMCID: PMC6135382 DOI: 10.1371/journal.pone.0202939] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2018] [Accepted: 08/09/2018] [Indexed: 11/23/2022] Open
Abstract
In 2013, the remote Tubbataha Reef UNESCO World Heritage Site, in the western Philippines, experienced two ship groundings within four months: the USS Guardian (USSG), a US military vessel, and the Min Ping Yu (MPY), an illegal Chinese fishing vessel. Here, we present the results of coral disease assessments completed two years post-grounding and recovery patterns monitored annually within these grounding sites. Site assessments were undertaken in three distinct zones: ‘ground zero’, where reef was scoured to its limestone base by direct ship impact; the ‘impact border’, containing surviving upright but damaged, abraded and fragmented colonies injured during ship movement; and undamaged ‘control’ sites, remote from the ship groundings but located on the same atoll. Coral diseases were dominated by white syndromes, and prevalence was an order of magnitude higher within the impact border zones than within the other zones two years after the events. Hard coral cover has steadily increased at a mean rate of 3% per year within the scoured USSG site at a rate comparable to control sites. In contrast, recovery has been negligible within the rubble-dominated MPY site, suggesting that substrate quality strongly influenced recovery processes such as recruitment, as larvae do not survive well on unstable substrates. Long-term recovery trajectories from these two grounding events appeared strongly influenced by movement of the ship during and after each event, and site-specific wave-influenced persistence of rubble and debris. High prevalence of coral disease among damaged but surviving colonies two years post-grounding suggested long-term impacts which may be slowing recovery and creating localized pockets of higher persistent disease prevalence than that of the surrounding population.
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Showen R, Dunson C, Woodman GH, Christopher S, Lim T, Wilson SC. Locating fish bomb blasts in real-time using a networked acoustic system. MARINE POLLUTION BULLETIN 2018; 128:496-507. [PMID: 29571401 DOI: 10.1016/j.marpolbul.2018.01.029] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2017] [Revised: 01/13/2018] [Accepted: 01/15/2018] [Indexed: 06/08/2023]
Abstract
Results are presented of a demonstration of real-time fish blast location in Sabah, Malaysia using a networked hydroacoustic array based on the ShotSpotter gunshot location system. A total of six acoustic sensors - some fixed and others mobile - were deployed at ranges from 1 to 9 km to detect signals from controlled test blasts. This allowed the blast locations to be determined to within 60 m accuracy, and for the calculated locations to be displayed on a map on designated internet-connected computers within 10 s. A smaller three-sensor system was then installed near Semporna in Eastern Sabah that determined the locations of uncontrolled blasts set off by local fishermen. The success of these demonstrations shows that existing technology can be used to protect reefs and permit more effective management of blast fishing activity through improved detection and enforcement measures and enhanced community engagement.
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Affiliation(s)
- R Showen
- ShotSpotter Inc., Suite 210, 7979 Gateway Blvd, Newark, CA 94560, USA.
| | - C Dunson
- ShotSpotter Inc., Suite 210, 7979 Gateway Blvd, Newark, CA 94560, USA
| | - G H Woodman
- Teng Hoi Conservation Organization, Room 1906, 19/F, China Insurance Group Building, 141 Des Voeux Road, Central, Hong Kong
| | - S Christopher
- Scubazoo Images Sdn. Bhd., 3, Jalan Nosoob Hungab, 88300 Kota Kinabalu, Sabah, Malaysia
| | - T Lim
- Scubazoo Images Sdn. Bhd., 3, Jalan Nosoob Hungab, 88300 Kota Kinabalu, Sabah, Malaysia
| | - S C Wilson
- Five Oceans Environmental Services LLC, P.O. Box 660, Postal Code 131, Hamriyah, Oman
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Coral Reefs at the Northernmost Tip of Borneo: An Assessment of Scleractinian Species Richness Patterns and Benthic Reef Assemblages. PLoS One 2015; 10:e0146006. [PMID: 26719987 PMCID: PMC4697805 DOI: 10.1371/journal.pone.0146006] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2015] [Accepted: 12/11/2015] [Indexed: 11/25/2022] Open
Abstract
The coral reefs at the northernmost tip of Sabah, Borneo will be established under a marine protected area: the Tun Mustapha Park (TMP) by the end of 2015. This area is a passage where the Sulu Sea meets the South China Sea and it is situated at the border of the area of maximum marine biodiversity, the Coral Triangle. The TMP includes fringing and patch reefs established on a relatively shallow sea floor. Surveys were carried out to examine features of the coral reefs in terms of scleractinian species richness, and benthic reef assemblages following the Reef Check substrate categories, with emphasis on hard coral cover. Variation in scleractinian diversity was based on the species composition of coral families Fungiidae (n = 39), Agariciidae (n = 30) and Euphylliidae (n = 15). The number of coral species was highest at reefs with a larger depth gradient i.e. at the periphery of the study area and in the deep South Banggi Channel. Average live hard coral cover across the sites was 49%. Only 7% of the examined reefs had > 75% hard coral cover, while the majority of the reef sites were rated fair (51%) and good (38%). Sites with low coral cover and high rubble fragments are evidence of blast fishing, although the observed damage appeared old. Depth was a dominant factor in influencing the coral species composition and benthic reef communities in the TMP. Besides filling in the information gaps regarding species richness and benthic cover for reef areas that were previously without any data, the results of this study together with information that is already available on the coral reefs of TMP will be used to make informed decisions on zoning plans for conservation priorities in the proposed park.
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Hagen M, Kissling WD, Rasmussen C, De Aguiar MA, Brown LE, Carstensen DW, Alves-Dos-Santos I, Dupont YL, Edwards FK, Genini J, Guimarães PR, Jenkins GB, Jordano P, Kaiser-Bunbury CN, Ledger ME, Maia KP, Marquitti FMD, Mclaughlin Ó, Morellato LPC, O'Gorman EJ, Trøjelsgaard K, Tylianakis JM, Vidal MM, Woodward G, Olesen JM. Biodiversity, Species Interactions and Ecological Networks in a Fragmented World. ADV ECOL RES 2012. [DOI: 10.1016/b978-0-12-396992-7.00002-2] [Citation(s) in RCA: 236] [Impact Index Per Article: 19.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
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Villanueva RD, Edwards AJ, Bell JD. Enhancement of Grazing Gastropod Populations as a Coral Reef Restoration Tool: Predation Effects and Related Applied Implications. Restor Ecol 2010. [DOI: 10.1111/j.1526-100x.2010.00742.x] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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12
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Shaish L, Levy G, Katzir G, Rinkevich B. Coral Reef Restoration (Bolinao, Philippines) in the Face of Frequent Natural Catastrophes. Restor Ecol 2010. [DOI: 10.1111/j.1526-100x.2009.00647.x] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Haisfield KM, Fox HE, Yen S, Mangubhai S, Mous PJ. An ounce of prevention: cost-effectiveness of coral reef rehabilitation relative to enforcement. Conserv Lett 2010. [DOI: 10.1111/j.1755-263x.2010.00104.x] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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14
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Bulleri F, Chapman MG. The introduction of coastal infrastructure as a driver of change in marine environments. J Appl Ecol 2010. [DOI: 10.1111/j.1365-2664.2009.01751.x] [Citation(s) in RCA: 585] [Impact Index Per Article: 41.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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