Over the past decade, coral restoration efforts have increased as reefs continue to decline at unprecedented rates. Identifying suitable coral outplanting locations to maximize coral survival continues to be one of the biggest challenges for restoration practitioners. Here, we demonstrate methods of using derivatives from imaging spectroscopy from the Global Airborne Observatory (GAO) to identify suitable coral outplant sites and report on the survival rates of restored coral at those sites. Outplant sites for a community-based, citizen science outplant event in Bavaro, Dominican Republic, were identified using expert-defined criteria applied to a suitability model from data layers derived from airborne imagery. Photo quadrat analysis of the benthic community confirmed the accuracy of airborne remote sensing maps with live coral cover averaging 3.5-4% and mean algal cover (macro algae and turf) ranging from 28 to 32%. Coral outplant sites were selected at 3-7 m depth with maximized levels of habitat complexity (i.e., rugosity) and live coral cover and minimized levels of macroalgal cover, as predicted by the imaging spectrometer data. In November 2019, 1,722 Acropora cervicornis fragments (80-180 mm in length) were outplanted to these sites. Surveys conducted in January 2020 in four of these sites confirmed that 92% of outplants survived after 3 months. By October 2020 (11 months after outplanting), survivorship remained above 76%. These results demonstrate higher than average success rates for coral outplant survival for this species. An online tool was developed to enable replication and facilitate future selection of coral restoration sites. Our objective is to present a case study that uses GAO-derived map products within a suitability model framework to provide a quantitative and replicable method for selecting coral restoration sites with the goal of increasing outplant survival over time.
机构:
Nature Conservancy, 4245 N Fairfax Blvd 100, Arlington, VA 22203 USANature Conservancy, 4245 N Fairfax Blvd 100, Arlington, VA 22203 USA
Shaver, Elizabeth C.
McLeod, Elizabeth
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Nature Conservancy, 4245 N Fairfax Blvd 100, Arlington, VA 22203 USANature Conservancy, 4245 N Fairfax Blvd 100, Arlington, VA 22203 USA
McLeod, Elizabeth
Hein, Margaux Y.
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Marine Ecosyst Restorat Res & Consulting, Monaco, MonacoNature Conservancy, 4245 N Fairfax Blvd 100, Arlington, VA 22203 USA
Hein, Margaux Y.
Palumbi, Stephen R.
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Stanford Univ, Pacific Grove, CA USANature Conservancy, 4245 N Fairfax Blvd 100, Arlington, VA 22203 USA
Palumbi, Stephen R.
Quigley, Kate
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Minderoo Fdn, Perth, WA, AustraliaNature Conservancy, 4245 N Fairfax Blvd 100, Arlington, VA 22203 USA
Quigley, Kate
Vardi, Tali
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ECS NOAA Fisheries Off Sci & Technol, Silver Spring, MD USANature Conservancy, 4245 N Fairfax Blvd 100, Arlington, VA 22203 USA
Vardi, Tali
Mumby, Peter J.
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Univ Queensland, Sch Biol Sci, Marine Spatial Ecol Lab, St Lucia, Qld, AustraliaNature Conservancy, 4245 N Fairfax Blvd 100, Arlington, VA 22203 USA
Mumby, Peter J.
Smith, David
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机构:
Sch Life Sci, Coral Reef Res Unit, Colchester, Essex, England
Mars Inc, London, EnglandNature Conservancy, 4245 N Fairfax Blvd 100, Arlington, VA 22203 USA
Smith, David
Montoya-Maya, Phanor
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Corales Paz, Cali, ColombiaNature Conservancy, 4245 N Fairfax Blvd 100, Arlington, VA 22203 USA
Montoya-Maya, Phanor
Muller, Erinn M.
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Mote Marine Lab, Sarasota, FL USANature Conservancy, 4245 N Fairfax Blvd 100, Arlington, VA 22203 USA
Muller, Erinn M.
Banaszak, Anastazia T.
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Univ Nacl Autonoma Mexico, Puerto Morelos, Quintana Roo, MexicoNature Conservancy, 4245 N Fairfax Blvd 100, Arlington, VA 22203 USA
Banaszak, Anastazia T.
McLeod, Ian M.
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James Cook Univ, Ctr Trop Water & Aquat Ecosyst Res, TropWATER, Townsville, Qld, AustraliaNature Conservancy, 4245 N Fairfax Blvd 100, Arlington, VA 22203 USA
McLeod, Ian M.
Wachenfeld, David
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Great Barrier Reef Marine Pk Authority, Townsville, Qld, AustraliaNature Conservancy, 4245 N Fairfax Blvd 100, Arlington, VA 22203 USA
机构:
King Abdullah Univ Sci & Technol KAUST, Div Biol & Environm Sci & Engn BESE, Thuwal 239556900, Saudi ArabiaKing Abdullah Univ Sci & Technol KAUST, Div Biol & Environm Sci & Engn BESE, Thuwal 239556900, Saudi Arabia
Peixoto, Raquel S.
Voolstra, Christian R.
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h-index: 0
机构:
Univ Konstanz, Constance, GermanyKing Abdullah Univ Sci & Technol KAUST, Div Biol & Environm Sci & Engn BESE, Thuwal 239556900, Saudi Arabia
Voolstra, Christian R.
Baums, Iliana B.
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机构:
Univ Oldenburg HIFMB, Helmholtz Inst Funct Marine Biodivers, Oldenburg, Germany
Helmholtz Ctr Polar & Marine Res AWI, Alfred Wegener Inst, Bremerhaven, Germany
Carl Von Ossietzky Univ Oldenburg, Inst Chem & Biol Marine Environm ICBM, Sch Math & Sci, D-26129 Oldenburg, GermanyKing Abdullah Univ Sci & Technol KAUST, Div Biol & Environm Sci & Engn BESE, Thuwal 239556900, Saudi Arabia
Baums, Iliana B.
Camp, Emma F.
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h-index: 0
机构:
Univ Technol Sydney, Climate Change Cluster C3, Ultimo, NSW, AustraliaKing Abdullah Univ Sci & Technol KAUST, Div Biol & Environm Sci & Engn BESE, Thuwal 239556900, Saudi Arabia
Camp, Emma F.
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Guest, James
Harrison, Peter L.
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机构:
Southern Cross Univ, Fac Sci & Engn, Marine Ecol Res Ctr, Lismore, NSW, AustraliaKing Abdullah Univ Sci & Technol KAUST, Div Biol & Environm Sci & Engn BESE, Thuwal 239556900, Saudi Arabia
Harrison, Peter L.
Montoya-Maya, Phanor H.
论文数: 0引用数: 0
h-index: 0
机构:
Coral Restorat Fdn, Tavernier, FL USA
Corales Paz, Cali, ColombiaKing Abdullah Univ Sci & Technol KAUST, Div Biol & Environm Sci & Engn BESE, Thuwal 239556900, Saudi Arabia
Montoya-Maya, Phanor H.
Pollock, F. Joseph
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h-index: 0
机构:
Nature Conservancy, Honolulu, HI USA
Penn State Univ, Dept Biol, State Coll, PA USAKing Abdullah Univ Sci & Technol KAUST, Div Biol & Environm Sci & Engn BESE, Thuwal 239556900, Saudi Arabia
Pollock, F. Joseph
Smith, David J.
论文数: 0引用数: 0
h-index: 0
机构:
Mars Inc, London, England
Univ Essex, Sch Biol Sci, Coral Reef Res Unit, Colchester CO4 3SQ, EnglandKing Abdullah Univ Sci & Technol KAUST, Div Biol & Environm Sci & Engn BESE, Thuwal 239556900, Saudi Arabia
Smith, David J.
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Wangpraseurt, Daniel
Banaszak, Anastazia T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nacl Autonoma Mexico, Unidad Acad Sistemas Arrecifales, Inst Ciencias Mar & Limnol, Puerto Morelos, MexicoKing Abdullah Univ Sci & Technol KAUST, Div Biol & Environm Sci & Engn BESE, Thuwal 239556900, Saudi Arabia
Banaszak, Anastazia T.
Chui, Apple P. Y.
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Chinese Univ Hong Kong, Sch Life Sci, Simon FS Li Marine Sci Lab, Hong Kong, Peoples R ChinaKing Abdullah Univ Sci & Technol KAUST, Div Biol & Environm Sci & Engn BESE, Thuwal 239556900, Saudi Arabia
Chui, Apple P. Y.
Shah, Nirmal
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Nat Seychelles, Mahe, SeychellesKing Abdullah Univ Sci & Technol KAUST, Div Biol & Environm Sci & Engn BESE, Thuwal 239556900, Saudi Arabia
Shah, Nirmal
Moore, Tom
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h-index: 0
机构:
Coral Restorat Consortium, Tavernier, FL USA
King Abdullah Univ Sci & Technol KAUST, Coral Restorat Initiat KCRI, Thuwal, Saudi ArabiaKing Abdullah Univ Sci & Technol KAUST, Div Biol & Environm Sci & Engn BESE, Thuwal 239556900, Saudi Arabia
Moore, Tom
Fabricius, Katharina E.
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h-index: 0
机构:
Australian Inst Marine Sci AIMS, Townsville, Qld, AustraliaKing Abdullah Univ Sci & Technol KAUST, Div Biol & Environm Sci & Engn BESE, Thuwal 239556900, Saudi Arabia
Fabricius, Katharina E.
Vardi, Tali
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机构:
Coral Restorat Consortium, Tavernier, FL USAKing Abdullah Univ Sci & Technol KAUST, Div Biol & Environm Sci & Engn BESE, Thuwal 239556900, Saudi Arabia
Vardi, Tali
Suggett, David J.
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机构:
King Abdullah Univ Sci & Technol KAUST, Div Biol & Environm Sci & Engn BESE, Thuwal 239556900, Saudi Arabia
Univ Technol Sydney, Climate Change Cluster C3, Ultimo, NSW, Australia
King Abdullah Univ Sci & Technol KAUST, Coral Restorat Initiat KCRI, Thuwal, Saudi ArabiaKing Abdullah Univ Sci & Technol KAUST, Div Biol & Environm Sci & Engn BESE, Thuwal 239556900, Saudi Arabia
机构:
IPB Univ, Fac Fisheries & Marine Sci, Dept Marine Sci & Technol, Bogor, Indonesia
IPB Univ, Fac Fisheries & Marine Sci, Sch Coral Reef Restorat SCORES, Bogor, IndonesiaHasanuddin Univ, Fac Marine Sci & Fisheries, Makassar, Indonesia
Razak, Tries B.
Jompa, Jamaluddin
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Hasanuddin Univ, Fac Marine Sci & Fisheries, Makassar, Indonesia
Hasanuddin Univ, Grad Sch, Makassar, IndonesiaHasanuddin Univ, Fac Marine Sci & Fisheries, Makassar, Indonesia
Jompa, Jamaluddin
Ambo-Rappe, Rohani
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Hasanuddin Univ, Fac Marine Sci & Fisheries, Makassar, IndonesiaHasanuddin Univ, Fac Marine Sci & Fisheries, Makassar, Indonesia
Ambo-Rappe, Rohani
Kostaman, Alyssa N.
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Cakra Bhakti Samudra Diving, Jakarta, IndonesiaHasanuddin Univ, Fac Marine Sci & Fisheries, Makassar, Indonesia
Kostaman, Alyssa N.
Smith, David J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Essex, Sch Life Sci, Coral Reef Res Unit, Colchester, England
Mars Inc, 4 Kingdom St, London W2 6BD, EnglandHasanuddin Univ, Fac Marine Sci & Fisheries, Makassar, Indonesia
机构:
IPB Univ, Dept Marine Sci & Technol, Fac Fisheries & Marine Sci, Jl Agathis 1, Bogor, IndonesiaIPB Univ, Dept Marine Sci & Technol, Fac Fisheries & Marine Sci, Jl Agathis 1, Bogor, Indonesia
Razak, Tries B.
Bostrom-Einarsson, Lisa
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h-index: 0
机构:
Univ Lancaster, Lancaster Environm Ctr, Lancaster LA14YW, England
James Cook Univ, Ctr Trop Water & Aquat Ecosyst Res, Townsville, Qld 4811, AustraliaIPB Univ, Dept Marine Sci & Technol, Fac Fisheries & Marine Sci, Jl Agathis 1, Bogor, Indonesia
Bostrom-Einarsson, Lisa
Alisa, Cut Aja Gita
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h-index: 0
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Padjadjaran State Univ, Dept Marine Sci, Fac Fisheries & Marine Sci, Padjadjaran, IndonesiaIPB Univ, Dept Marine Sci & Technol, Fac Fisheries & Marine Sci, Jl Agathis 1, Bogor, Indonesia
Alisa, Cut Aja Gita
Vida, Rindah Talitha
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h-index: 0
机构:
Padjadjaran State Univ, Dept Marine Sci, Fac Fisheries & Marine Sci, Padjadjaran, IndonesiaIPB Univ, Dept Marine Sci & Technol, Fac Fisheries & Marine Sci, Jl Agathis 1, Bogor, Indonesia
Vida, Rindah Talitha
Lamont, Timothy A. C.
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h-index: 0
机构:
Univ Exeter, Biosci, Hatherly Labs, Prince Wales Rd, Exeter EX4 4PS, Devon, England
Mars Inc, 4 Kingdom St, London W2 6BD, EnglandIPB Univ, Dept Marine Sci & Technol, Fac Fisheries & Marine Sci, Jl Agathis 1, Bogor, Indonesia