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Incorporating distance metrics and temporal trends to refine mixed stock analysis. Sci Rep 2022; 12:20569. [PMID: 36446818 PMCID: PMC9709048 DOI: 10.1038/s41598-022-24279-2] [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: 07/26/2022] [Accepted: 11/14/2022] [Indexed: 11/30/2022] Open
Abstract
The distribution of marine organisms is shaped by geographic distance and oceanographic features like currents. Among migratory species, individuals from multiple populations may share feeding habitats seasonally or across life stages. Here, we introduce a modification for many-to-many mixed stock models to include distance between breeding and foraging sites as an ecological covariate and evaluate how the composition of green turtle, Chelonia mydas, juvenile mixed stock aggregations changed in response to population growth over time. Our modified many-to-many model is more informative and generally tightens credible intervals over models that do not incorporate distance. Moreover, we identified a decrease in genetic diversity in a Florida nesting site and two juvenile aggregations. Mixed stock aggregations in central Florida have changed from multiple sources to fewer dominant source populations over the past ~ 20 years. We demonstrate that shifts in contributions from source populations to mixed stock aggregations are likely associated with nesting population growth. Furthermore, our results highlight the importance of long-term monitoring and the need for periodical reassessment of reproductive populations and juvenile aggregations. Understanding how mixed stock aggregations change over time and how different life stages are connected is fundamental for the development of successful conservation plans for imperiled species.
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2
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Molecular evidence for horizontal transmission of chelonid alphaherpesvirus 5 at green turtle (Chelonia mydas) foraging grounds in Queensland, Australia. PLoS One 2020; 15:e0227268. [PMID: 31917785 PMCID: PMC6952114 DOI: 10.1371/journal.pone.0227268] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2019] [Accepted: 12/16/2019] [Indexed: 11/19/2022] Open
Abstract
Fibropapillomatosis (FP) is a marine turtle disease recognised by benign tumours on the skin, eyes, shell, oral cavity and/or viscera. Despite being a globally distributed disease that affects an endangered species, research on FP and its likely causative agent chelonid alphaherpesvirus 5 (ChHV5) in Australia is limited. Here we present improved molecular assays developed for detection of ChHV5, in combination with a robust molecular and phylogenetic analysis of ChHV5 variants. This approach utilised a multi-gene assay to detect ChHV5 in all FP tumors sampled from 62 marine turtles found at six foraging grounds along the Great Barrier Reef. Six distinct variants of ChHV5 were identified and the distribution of these variants was associated with host foraging ground. Conversely, no association between host genetic origin and ChHV5 viral variant was found. Together this evidence supports the hypothesis that marine turtles undergo horizontal transmission of ChHV5 at foraging grounds and are unlikely to be contracting the disease at rookeries, either during mating or vertically from parent to offspring.
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Jones K, Jensen M, Burgess G, Leonhardt J, van Herwerden L, Hazel J, Hamann M, Bell I, Ariel E. Closing the gap: mixed stock analysis of three foraging populations of green turtles ( Chelonia mydas) on the Great Barrier Reef. PeerJ 2018; 6:e5651. [PMID: 30280029 PMCID: PMC6166616 DOI: 10.7717/peerj.5651] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Accepted: 08/28/2018] [Indexed: 11/28/2022] Open
Abstract
A solid understanding of the spatial ecology of green turtles (Chelonia mydas) is fundamental to their effective conservation. Yet this species, like many marine migratory species, is challenging to monitor and manage because they utilise a variety of habitats that span wide spatio-temporal scales. To further elucidate the connectivity between green turtle rookeries and foraging populations, we sequenced the mtDNA control region of 278 turtles across three foraging sites from the northern Great Barrier Reef (GBR) spanning more than 330 km: Cockle Bay, Green Island and Low Isles. This was performed with a newly developed assay, which targets a longer fragment of mtDNA than previous studies. We used a mixed stock analysis (MSA), which utilises genetic data to estimate the relative proportion of genetically distinct breeding populations found at a given foraging ground. Haplotype and nucleotide diversity was also assessed. A total of 35 haplotypes were identified across all sites, 13 of which had not been found previously in any rookery. The MSA showed that the northern GBR (nGBR), Coral Sea (CS), southern GBR (sGBR) and New Caledonia (NC) stocks supplied the bulk of the turtles at all three sites, with small contributions from other rookeries in the region. Stock contribution shifted gradually from north to south, although sGBR/CS stock dominated at all three sites. The major change in composition occured between Cockle Bay and Low Isles. Our findings, together with other recent studies in this field, show that stock composition shifts with latitude as a natural progression along a coastal gradient. This phenomenon is likely to be the result of ocean currents influencing both post-hatchling dispersal and subsequent juvenile recruitment to diverse coastal foraging sites.
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Affiliation(s)
- Karina Jones
- College of Public Health, Medical and Veterinary Sciences, James Cook University of North Queensland, Townsville, Australia.,Centre for Sustainable Tropical Fisheries and Aquaculture, James Cook University, Townsville, Queensland, Australia.,Centre for Tropical Water and Aquatic Ecosystem Research, James Cook University, Townsville, Queensland, Australia
| | - Michael Jensen
- Marine Mammal and Turtle Division, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, La Jolla, California, CA, USA
| | - Graham Burgess
- College of Public Health, Medical and Veterinary Sciences, James Cook University of North Queensland, Townsville, Australia
| | - Johanna Leonhardt
- ARC Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Queensland, Australia
| | - Lynne van Herwerden
- Centre for Sustainable Tropical Fisheries and Aquaculture, James Cook University, Townsville, Queensland, Australia.,Discipline of Marine Biology, James Cook University, Townsville, Queensland, Australia.,College of Science and Engineering, James Cook University, Townsville, Queensland, Australia
| | - Julia Hazel
- Centre for Tropical Water and Aquatic Ecosystem Research, James Cook University, Townsville, Queensland, Australia.,College of Science and Engineering, James Cook University, Townsville, Queensland, Australia
| | - Mark Hamann
- Centre for Sustainable Tropical Fisheries and Aquaculture, James Cook University, Townsville, Queensland, Australia.,College of Science and Engineering, James Cook University, Townsville, Queensland, Australia
| | - Ian Bell
- Department of Environment and Science, Queensland Government, Townsville, Queensland, Australia
| | - Ellen Ariel
- College of Public Health, Medical and Veterinary Sciences, James Cook University of North Queensland, Townsville, Australia.,Centre for Sustainable Tropical Fisheries and Aquaculture, James Cook University, Townsville, Queensland, Australia.,Centre for Tropical Water and Aquatic Ecosystem Research, James Cook University, Townsville, Queensland, Australia
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Ng CKY, Dutton PH, Gu HX, Li TH, Ye MB, Xia ZR, Zhang FY, Duan JX, Hsu CK, Balazs GH, Murphy MB. Regional Conservation Implications of Green Turtle (Chelonia mydas) Genetic Stock Composition in China. CHELONIAN CONSERVATION AND BIOLOGY 2017. [DOI: 10.2744/ccb-1253.1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Connie Ka Yan Ng
- Department of Biology and Chemistry and State Key Laboratory in Marine Pollution, City University of Hong Kong, Kowloon Tong, Hong Kong Special Administrative Region, People's Republic of China [ ; ];
| | - Peter H. Dutton
- Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, 8901 La Jolla Shores Drive, La Jolla, California 92037 USA [ ];
| | - He Xiang Gu
- Guangdong Huidong Sea Turtle National Nature Reserve Bureau. China Sea Turtle Base. Sea Turtle Bay, Gangkou Town, Huidong County, Guangdong Province, 516359, People's Republic of China [ ; ; ; ; ];
| | - Tsung Hsien Li
- National Museum of Marine Biology and Aquarium, Checheng, Pingtung, 94450, Taiwan [ ];
| | - Ming Bin Ye
- Guangdong Huidong Sea Turtle National Nature Reserve Bureau. China Sea Turtle Base. Sea Turtle Bay, Gangkou Town, Huidong County, Guangdong Province, 516359, People's Republic of China [ ; ; ; ; ];
| | - Zhong Rong Xia
- Guangdong Huidong Sea Turtle National Nature Reserve Bureau. China Sea Turtle Base. Sea Turtle Bay, Gangkou Town, Huidong County, Guangdong Province, 516359, People's Republic of China [ ; ; ; ; ];
| | - Fei Yan Zhang
- Guangdong Huidong Sea Turtle National Nature Reserve Bureau. China Sea Turtle Base. Sea Turtle Bay, Gangkou Town, Huidong County, Guangdong Province, 516359, People's Republic of China [ ; ; ; ; ];
| | - Jin Xia Duan
- Guangdong Huidong Sea Turtle National Nature Reserve Bureau. China Sea Turtle Base. Sea Turtle Bay, Gangkou Town, Huidong County, Guangdong Province, 516359, People's Republic of China [ ; ; ; ; ];
| | - Chung Kang Hsu
- Penghu Marine Biology Research Center, Fisheries Research Institute, 266, Shihli, Magong, Penghu, Taiwan [ ];
| | - George H. Balazs
- NOAA Pacific Islands Fisheries Science Center, National Oceanic and Atmospheric Administration, 1845 Wasp Boulevard. Honolulu, Hawaii 96818 USA [ ; ]
| | - Margaret B. Murphy
- Department of Biology and Chemistry and State Key Laboratory in Marine Pollution, City University of Hong Kong, Kowloon Tong, Hong Kong Special Administrative Region, People's Republic of China [ ; ];
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Shaver DJ, Tissot PE, Streich MM, Walker JS, Rubio C, Amos AF, George JA, Pasawicz MR. Hypothermic stunning of green sea turtles in a western Gulf of Mexico foraging habitat. PLoS One 2017; 12:e0173920. [PMID: 28306747 PMCID: PMC5357020 DOI: 10.1371/journal.pone.0173920] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2016] [Accepted: 02/28/2017] [Indexed: 11/19/2022] Open
Abstract
Texas waters provide one of the most important developmental and foraging habitats for juvenile green turtles (Chelonia mydas) in the western Gulf of Mexico, but hypothermic stunning is a significant threat and was the largest cause of green turtle strandings in Texas from 1980 through 2015; of the 8,107 green turtles found stranded, 4,529 (55.9%) were victims of hypothermic stunning. Additionally, during this time, 203 hypothermic stunned green turtles were found incidentally captured due to power plant water intake entrapment. Overall, 63.9% of 4,529 hypothermic stunned turtles were found alive, and 92.0% of those survived rehabilitation and were released. Numbers of green turtles recorded as stranded and as affected by hypothermic stunning increased over time, and were most numerous from 2007 through 2015. Large hypothermic stunning events (with more than 450 turtles documented) occurred during the winters of 2009–2010, 2010–2011, 2013–2014, and 2014–2015. Hypothermic stunning was documented between November and March, but peaked at various times depending on passage of severe weather systems. Hypothermic stunning occurred state-wide, but was most prevalent in South Texas, particularly the Laguna Madre. In the Laguna Madre, hypothermic stunning was associated with an abrupt drop in water temperatures strong northerly winds, and a threshold mean water temperature of 8.0°C predicted large turtle hypothermic stunning events. Knowledge of environmental parameters contributing to hypothermic stunning and the temporal and spatial distribution of turtles affected in the past, can aid with formulation of proactive, targeted search and rescue efforts that can ultimately save the lives of many affected individuals, and aid with recovery efforts for this bi-national stock. Such rescue efforts are required under the U.S. Endangered Species Act and respond to humanitarian concerns of the public.
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Affiliation(s)
- Donna J. Shaver
- National Park Service, Padre Island National Seashore, Corpus Christi, Texas, United States of America
- * E-mail:
| | - Philippe E. Tissot
- Conrad Blucher Institute, Texas A&M University–Corpus Christi, Corpus Christi, Texas, United States of America
| | - Mary M. Streich
- National Park Service, Padre Island National Seashore, Corpus Christi, Texas, United States of America
| | - Jennifer Shelby Walker
- National Park Service, Padre Island National Seashore, Corpus Christi, Texas, United States of America
| | - Cynthia Rubio
- National Park Service, Padre Island National Seashore, Corpus Christi, Texas, United States of America
| | - Anthony F. Amos
- Marine Science Institute, University of Texas at Austin, Port Aransas, Texas, United States of America
| | - Jeffrey A. George
- Sea Turtle, Inc., South Padre Island, Texas, United States of America
| | - Michelle R. Pasawicz
- National Park Service, Padre Island National Seashore, Corpus Christi, Texas, United States of America
- Florida Fish and Wildlife Commission, Tallahassee, Florida, United States of America
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Putman NF, Abreu-Grobois FA, Iturbe-Darkistade I, Putman EM, Richards PM, Verley P. Deepwater Horizon oil spill impacts on sea turtles could span the Atlantic. Biol Lett 2015; 11:20150596. [PMID: 26701754 PMCID: PMC4707693 DOI: 10.1098/rsbl.2015.0596] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2015] [Accepted: 11/24/2015] [Indexed: 11/12/2022] Open
Abstract
We investigated the extent that the 2010 Deepwater Horizon oil spill potentially affected oceanic-stage sea turtles from populations across the Atlantic. Within an ocean-circulation model, particles were backtracked from the Gulf of Mexico spill site to determine the probability of young turtles arriving in this area from major nesting beaches. The abundance of turtles in the vicinity of the oil spill was derived by forward-tracking particles from focal beaches and integrating population size, oceanic-stage duration and stage-specific survival rates. Simulations indicated that 321 401 (66 199-397 864) green (Chelonia mydas), loggerhead (Caretta caretta) and Kemp's ridley (Lepidochelys kempii) turtles were likely within the spill site. These predictions compared favourably with estimates from in-water observations recently made available to the public (though our initial predictions for Kemp's ridley were substantially lower than in-water estimates, better agreement was obtained with modifications to mimic behaviour of young Kemp's ridley turtles in the northern Gulf). Simulations predicted 75.2% (71.9-76.3%) of turtles came from Mexico, 14.8% (11-18%) from Costa Rica, 5.9% (4.8-7.9%) from countries in northern South America, 3.4% (2.4-3.5%) from the United States and 1.6% (0.6-2.0%) from West African countries. Thus, the spill's impacts may extend far beyond the current focus on the northern Gulf of Mexico.
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Affiliation(s)
- Nathan F Putman
- Cooperative Institute for Marine and Atmospheric Studies, Rosenstiel School for Marine and Atmospheric Science, University of Miami, 4600 Rickenbacker Causeway, Miami, FL 33149, USA
| | - F Alberto Abreu-Grobois
- Unidad Académica Mazatlán, Instituto de Ciencias del Mar y Limnología, Universidad Nacional Autónoma de México, Mazatlán, Sinaloa 82040, Mexico
| | - Iñaky Iturbe-Darkistade
- Unidad Académica Mazatlán, Instituto de Ciencias del Mar y Limnología, Universidad Nacional Autónoma de México, Mazatlán, Sinaloa 82040, Mexico
| | - Emily M Putman
- 1252 South Alhambra Circle, Apt. 4, Coral Gables, FL 33146, USA
| | - Paul M Richards
- National Marine Fisheries Service, Southeast Fisheries Science Center, 75 Virginia Beach Drive, Miami, FL 33149, USA
| | - Philippe Verley
- Institut de Recherche pour le Développement (IRD), UMR 248 MARBEC, Centre de Recherche Halieutique Méditerranéenne et Tropicale, av. Jean Monnet, B.P. 171, Sète cedex 34203, France
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Genetic structure of Florida green turtle rookeries as indicated by mitochondrial DNA control region sequences. CONSERV GENET 2014. [DOI: 10.1007/s10592-014-0692-y] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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