Linking small pelagic fish and cetacean distribution to model suitable habitat for coastal dolphin species, Delphinus delphis and Tursiops truncatus, in the Greek Seas (Eastern Mediterranean)

Aquatic Conservation: Marine and Freshwater Ecosystems

Volumn 27, Issue 2, 2017, Pages 436-451

  Giannoulaki, Marianna ^a   Markoglou, Evangelia ^b   Valavanis, Vasilis D ^a   Alexiadou, Paraskevi ^c   Cucknell, Anna ^d   Frantzis, Alexandros ^c  

^a INSTITUTE OF OCEANOGRAPHY   (Greece)

^b Mediterranean Agronomic Institute of Chania   (Greece)

^c Pelagos Cetacean Research Institute   (Greece)

^d MARINE CONSERVATION RESEARCH INTERNATIONAL   (United Kingdom)

Author keywords

Delphinus delphis; Eastern Mediterranean; generalized additive models; Habitat suitability modelling; marine mammals; small pelagics; Tursiops truncatus

Indexed keywords

BIOTIC FACTOR; CHLOROPHYLL A; COASTAL ZONE; CONSERVATION STATUS; CONTINENTAL SHELF; DOLPHIN; ECOLOGICAL MODELING; GIS; MARINE MAMMAL; PELAGIC ENVIRONMENT; PELAGIC FISH; POPULATION DISTRIBUTION; SPATIAL DISTRIBUTION;

AEGEAN SEA; IONIAN SEA; MEDITERRANEAN SEA;

CETACEA; DELPHINUS DELPHIS; MAMMALIA; TURSIOPS; TURSIOPS TRUNCATUS;

EID: 84971236535     PISSN: 10527613     EISSN: 10990755     Source Type: Journal    
DOI: 10.1002/aqc.2669     Document Type: Article

References (78)

1. Angelici FM, Marini L. 1992. Sightings of Delphinus delphis (Cetacea, Odontoceti) nel Canale d'Otranto (mar Adriatico meridionale e mar Ionio settentrionale). Hystrix, Italian Journal of Mammalogy 4: 91–93.
2. Azzellino A, Gaspari S, Airoldi S, Nani B. 2008. Habitat use and preferences of cetaceans along the continental slope and the adjacent pelagic waters in the western Ligurian Sea. Deep Sea Research Part I: Oceanographic Research Papers 55: 296–323.
3. Azzellino A, Panigada S, Lanfredi C, Zanardelli M, Airoldi S, Notarbartolo di Sciara G. 2012. Predictive habitat models for managing marine areas: spatial and temporal distribution of marine mammals within the Pelagos Sanctuary (Northwestern Mediterranean Sea). Ocean and Coastal Management 67: 63–74.
4. Bearzi G, Fortuna CM. 2006. Common bottlenose dolphin Tursiops truncatus (Mediterranean sub-population). In The Status and Distribution of Cetaceans in the Black Sea and Mediterranean Sea, Rr R, Notarbartolo di Sciara G (eds). IUCN Centre for Mediterranean Cooperation: Malaga, Spain; 64–73.
5. Bearzi G, Notarbartolo di Sciara G, Politi E. 1997. Social ecology of bottlenose dolphins in the Kvarneric (Northern Adriatic Sea). Marine Mammal Science 13: 650–668.
6. Bearzi G, Reeves RR, Notarbartolo-Di-Sciara G, Politi E, Cañadas A, Frantzis A, Mussi B. 2003. Ecology, status and conservation of short-beaked common dolphins Delphinus delphis in the Mediterranean Sea. Mammal Society, Mammal Review 33: 224–252.
7. Bearzi G, Politi E, Agazzi S, Bruno S, Costa M, Bonizzoni S. 2005. Occurrence and present status of coastal dolphins (Delphinus delphis and Tursiops truncatus) in the eastern Ionian Sea. Aquatic Conservation: Marine and Freshwater Ecosystems 15: 243–257.
8. Bearzi G, Politi E, Agazzi S, Azzellino AG. 2006. Prey depletion caused by overfishing and the decline of marine megafauna in eastern Ionian Sea coastal waters (central Mediterranean). Biological Conservation 27: 373–382.
9. Bearzi G, Fortuna CM, Reeves RR. 2008a. Ecology and conservation of common bottlenose dolphins Tursiops truncatus in the Mediterranean Sea. Mammal Society, Mammal Review 39: 92–123.
10. Bearzi G, Azzellino A, Politi E, Costa M, Bastianini M. 2008b. Influence of seasonal forcing on habitat use by bottlenose dolphins Tursiops truncatus in the northern Adriatic sea. Ocean Science Journal 43: 175–182.
11. Bearzi G, Agazzi G, Bonizzoni S, Costa M, Azzellino A. 2008c. Dolphins in a bottle: abundance, residency patterns and conservation of bottlenose dolphins Tursiops truncatus in the semi-closed eutrophic Amvrakikos Gulf, Greece. Aquatic Conservation: Marine and Freshwater Ecosystems 18: 130–146.
12. Bearzi G, Agazzi S, Gonzalvo J, Costa M, Bonizzoni S, Politi E, Piroddi C, Reeves RR. 2008d. Overfishing and the disappearance of short-beaked common dolphins from western Greece. Endangered Species Research 5: 1–12.
13. Bearzi G, Bonizzoni S, Agazzi S, Gonzalvo J. 2011. Striped dolphins and short-beaked common dolphins in the Gulf of Corinth, Greece: abundance estimates from dorsal fin photographs. Marine Mammal Science 27: E165–E.
14. Best BD, Halpin PN, Read AJ, Fujioka E, Good CP, LaBrecque EA, Schick RS, Roberts JJ, Hazen LJ, Qian SS, et al. 2012. Online cetacean habitat modelling system for the US east coast and Gulf of Mexico. Endangered Species Research 18: 1–15.
15. Blasi MF, Boitani L. 2012. Modelling fine-scale distribution of the bottlenose dolphin Tursiops truncatus using physiographic features on Filicudi (southern Thyrrenian Sea, Italy). Endangered Species Research 17: 269–288.
16. Bonizzoni S, Furey NB, Pirotta E, Valavanis VD, Würsig B, Bearzi G. 2014. Fish farming and its appeal to common bottlenose dolphins: modelling habitat use in a Mediterranean embayment. Aquatic Conservation: Marine and Freshwater Ecosystems 24: 696–711.
17. Cañadas A, Hammond PS. 2008. Abundance and habitat preferences of the short-beaked common dolphin Delphinus delphis in the southwestern Mediterranean: implications for conservation. Endangered Species Research 4: 309–331.
18. Cañadas A, Sagarminaga R, Garcia-Tiscar SA. 2002. Cetacean distribution related with depth and slope in the Mediterranean waters off southern Spain. Deep-Sea Research Part I: Oceanographic Research Papers 49: 2053–2073.
19. Cañadas A, Sagarminaga R, De Stephanis R, Urquiola E, Hammond PS. 2005. Habitat preference modelling as a conservation tool: proposals for marine protected areas for cetaceans in southern Spanish waters. Aquatic Conservation: Marine and Freshwater Ecosystems 15: 495–521.
20. De Segura AG, Hammond PS, Cañadas A, Raga JA. 2007. Comparing cetacean abundance estimates derived from spatial models and design-based line transect methods. Marine Ecology Progress Series 329: 289–299.
21. e Commission International pour l'exploration scientifique de la Mer Mediterranee (CIESM), Istanbul: Turkey.
22. Druon J-N, Panigada S, David L, Gannier A, Mayol P, Arcangeli A, Cañadas A, Laran S, Di Méglio N, Gauffier P. 2012. Potential feeding habitat of fin whales in the western Mediterranean Sea: an environmental niche model. Marine Ecology Progress Series 464: 289–306.
23. Elith J, Graham CH, Anderson RP, Dudík M, Ferrier S, Guisan A, Hijmans RJ, Huettmann F, Leathwick JR, Lehmann A, et al. 2006. Novel methods improve prediction of species' distributions from occurrence data. Ecography 29: 129–151.
24. Evans PGH, Anderwald P, Baines ME. 2003. UK cetacean status review, Report to English Nature and Countryside Council for Whales Sea Watch Foundation: Oxford.
25. FAO FishStatJ. 2015. FishStatJ Plus Version 2.3, Fishery Information, Data and Statistics Unit,. FAO Fisheries Department, Rome, www.fao.org/fishery/statistics/software/fishstatj.
26. Franklin J. 2009. Mapping Species Distributions. Spatial Inference and Prediction, New York: Cambridge University Press.
27. Frantzis A. 2009. Cetaceans in Greece: Present status of knowledge. In Technical Report, Initiative for the Conservation of Cetaceans in Greece, Greece: Athens.
28. Frantzis A, Herzing DL. 2002. Mixed-species associations of striped dolphins (Stenella coeruleoalba), short-beaked common dolphins (Delphinus delphis), and Risso's dolphins (Grampus griseus) in the Gulf of Corinth (Greece, Mediterranean Sea). Aquatic Mammals 28: 188–197.
29. Frantzis A, Alexiadou P, Paximadis G, Politi E, Gannier A. 2003. Current knowledge of the cetacean fauna of the Greek Seas. Journal of Cetacean Research and Management 5: 219–232.
30. Giannoulaki M, Pyrounaki MM, Liorzou B, Leonori I, Valavanis VD, Tsagarakis K, Bigot JL, Roos D, De Felice A, Campanella F, et al. 2011. Habitat suitability modelling for sardine juveniles (Sardina pilchardus) in the Mediterranean Sea. Fisheries Oceanography 20: 367–382.
31. Giannoulaki M, Iglesias M, Tugores MP, Bonanno A, Patti B, De Felice A, Leonori I, Bigot JL, Tičina V, Pyrounaki MM, et al. 2013. Characterizing the potential habitat of European anchovy Engraulis encrasicolus in the Mediterranean Sea, at different life stages. Fisheries Oceanography 22: 69–89.
32. Gonzalvo J, Moutopoulos D, Bearzi G, Stergiou KI. 2011. Fisheries mismanagement in a Natura 2000 area in western Greece. Fisheries Management and Ecology 18: 25–38.
33. Gonzalvo J, Giovos I, Moutopoulos DK. 2015. Fishermen's perception on the sustainability of small-scale fisheries and dolphin–fisheries interactions in two increasingly fragile coastal ecosystems in western Greece. Aquatic Conservation: Marine and Freshwater Ecosystems 25: 91–106.
34. Gordon J, Gillespie D, Potter J, Frantzis A, Simmonds MP, Swift R, Thompson D. 2003. A review of the effects of seismic surveys on marine mammals. Marine Technology Society Journal 37: 16–34.
35. Guisan A, Zimmermann NE. 2000. Predictive habitat distribution models in ecology. Ecological Modelling 135: 147–186.
36. Hastie GD, Wilson B, Wilson LJ, Parsons KM, Thompson PM. 2004. Functional mechanisms underlying cetacean distribution patterns: hotspots for bottlenose dolphins are linked to foraging. Marine Biology 144: 397–403.
37. Hastie T, Tibshirani R. 1990. Generalized Additive Models, Chapman & Hall/CRC: London.
38. Hazen EL, Friedlaender AS, Goldbogen JA. 2015. Blue whales (Balaenoptera musculus) optimize foraging efficiency by balancing oxygen use and energy gain as a function of prey density. Science Advances 1: e1500469.
39. Heide-Jørgensen MP, Iversen M, Nielsen NH, Lockyer C, Stern H, Ribergaard MH. 2011. Harbour porpoises respond to climate change. Ecology and Evolution 1: 579–585.
40. Holcer D. 2012. Ecology of the common bottlenose dolphin, Tursiops truncatus (Montagu, 1821) in the Central Adriatic Sea, PhD thesis, University of Zagreb: Croatia.
41. Hofherr J, Natale F, Trujillo P. 2015. Is lack of space a limiting factor for the development of aquaculture in EU coastal areas? Ocean and Coastal Management 116: 27–36.
42. Jiménez-Valverde A, Lobo JM, Hortal J. 2008. Not as good as they seem: the importance of concepts in species distribution modelling. Diversity and Distributions 14: 885–890.
43. Kaschner K. 2004. Modelling and mapping of resource overlap between marine mammals and fisheries on a global scale, PhD thesis, University of British Columbia: Vancouver.
44. Kaschner K, Watson R, Trites AW, Pauly D. 2006. Mapping world-wide distributions of marine mammal species using a relative environmental suitability (RES) model. Marine Ecology Progress Series 316: 285–310.
45. Keller CA, Garrison L, Baumstark R, Ward-Geiger LI, Hines E. 2012. Application of a habitat model to define calving habitat of the North Atlantic right whale in the southeastern United States. Endangered Species Research 18: 73–87.
46. Lambert C, Mannocci L, Lehodey P, Ridoux V. 2014. Predicting cetacean habitats from their energetic needs and the distribution of their prey in two contrasted tropical regions. PloS One 9: e105958.
47. Leaper R, Cooke J, Trathan P, Reid K, Rowntree V, Payne R. 2006. Global climate drives southern right whale (Eubalaena australis) population dynamics. Biology Letters 2: 289–292.
48. Lobo JM, Jiménez-Valverde A, Real R. 2008. AUC: a misleading measure of the performance of predictive distribution models. Global Ecology and Biogeography 17: 145–151.
49. Mannocci L, Catalogna M, Dorémus G, Laran S, Lehodey P, Massart W, Monestiez P, Van Canneyt O, Watremez P, Ridoux V. 2014a. Predicting cetacean and seabird habitats across a productivity gradient in the South Pacific gyre. Progress in Oceanography 120: 383–398.
50. Mannocci L, Laran S, Monestiez P, Dorémus G, Van Canneyt O, Watremez P, Ridoux V. 2014b. Predicting top predator habitats in the Southwest Indian Ocean. Ecography 37: 261–278.
51. Marra G, Wood SN. 2011. Practical variable selection for generalized additive models. Computational Statistics and Data Analysis 55: 2372–2387.
52. Marini C, Fossa F, Paoli C, Bellingeri M, Gnone G, Vassallo P. 2015. Predicting bottlenose dolphin distribution along Liguria coast (northwestern Mediterranean Sea) through different modelling techniques and indirect predictors. Journal of Environmental Management 150: 9–20.
53. Micheli F, Levin N, Giakoumi S, Katsanevakis S, Abdulla A, Coll M, Fraschetti S, Kark S, Koutsoubas D, Mackelworth P, et al. 2013. Setting priorities for regional conservation planning in the Mediterranean sea. PloS One 8(4) e59038. DOI:10.1371/journal.pone.0059038.
54. Moutopoulos DK, Libralato S, Solidoro C, Stergiou KI. 2009. a mass-balance ecopath model of Greek Ionian sea (E mediterranean): a preliminary approach. In ICES CM: ICES Annual Science Conference, Session P: Berlin; P:12: 5.
55. Notarbartolo di Sciara G, Birkun A. 2010. Conserving whales, dolphins and porpoises in the Mediterranean and Black Seas: an ACCOBAMS status report, ACCOBAMS: Monaco.
56. Paximadis G, Frantzis A. 2009. Tursiops truncatus. In The Red Book of Endangered Animals of Greece, Legakis A, Maragou P (eds). Hellenic Zoological Society: Athens; 433–5.
57. Pendleton D, Sullivan P, Brown M, Cole T, Good C, Mayo C, Monger B, Phillips S, Record N, Pershing A. 2012. Weekly predictions of North Atlantic right whale Eubalaena glacialis habitat reveal influence of prey abundance and seasonality of habitat preferences. Endangered Species Research 18: 147–161.
58. Piroddi C, Bearzi G, Gonzalvo J, Christensen V. 2011. From common to rare: the case of the Mediterranean common dolphin. Biological Conservation 144: 2490–2498.
59. Politi E, Bearzi G, Notarbatolo di Sciara G, Cussino E, Gnone G. 1992. Distribution and frequency of cetaceans in the waters adjacent to the Greek Ionian islands. European Research on Cetaceans 6: 75–78.
60. Development Core Team R. 2012. R: a language and environment for statistical computing, R Foundation or Statistical Computing: Vienna, Austria.
61. Redfern JV, Ferguson MC, Becker EA, Hyrenbach KD, Good C, Barlow J, Kaschner K, Baumgartner MF, Forney KA, Ballance LT, et al. 2006. Techniques for cetacean–habitat modelling. Marine Ecology Progress Series 310: 271–295.
62. Ryan C, Cucknell AC, Romagosa M, Boisseau O, Moscrop A, Frantzis A, McLanaghan R. 2014. A visual and acoustic survey for marine mammals in the eastern Mediterranean Sea during summer 2013. Unpublished report to the International Fund for Animal Welfare, Marine Conservation Research International: Kelvedon, UK.
63. Salvadeo CJ, Lluch-Belda D, Gómez-Gallardo A, Urbán-Ramírez J, MacLeod CD. 2010. Climate change and a poleward shift in the distribution of the Pacific white-sided dolphin in the northeastern Pacific. Endangered Species Research 11: 13–19.
64. Scales KL, Miller PI, Ingram SN, Hazen EL, Bograd SJ, Phillips RA. 2015. Identifying predictable foraging habitats for a wide-ranging marine predator using ensemble ecological niche models. Diversity and Distributions 1–13.
65. Simeoni C. 2014. Bottlenose dolphin in the Northern Adriatic Sea: a long-term assessment of the population dynamics, University of Padua, Italy: Master thesis.
66. Southall BL, Bowles AE, Ellison WT, Finneran JJ, Gentry RL, Greene CR Jr, Kastak D, Ketten DR, Miller JH, Nachtigall PE, et al. 2007. Marine mammal noise exposure criteria: Initial scientific recommendations. Aquatic Mammals 33: 411–521.
67. Spitz J, Mourocq E, Leauté J-P, Quéro J-C, Ridoux V. 2010. Prey selection by the common dolphin: Fulfilling high energy requirements with high quality food. Journal of Experimental Marine Biology and Ecology 390: 73–77.
68. Stergiou KI, Christou ED, Georgopoulos D, Zenetos A, Souvermezoglou C. 1997. The Hellenic Seas: physics, chemistry, biology and fisheries. Oceanography and Marine Biology: An Annual Review 35: 415–538.
69. Thorne LH, Johnston DW, Urban DL, Tyne J, Bejder L, Baird RW, Yin S, Rickards SH, Deakos MH, Mobley JR, et al. 2012. Predictive modelling of spinner dolphin (Stenella longirostris) resting habitat in the main Hawaiian Islands. PloS One 7: e43167.
70. Torres LG, Read AJ, Halpin P. 2008. Fine-scale habitat modelling of a top marine predator: do prey data improve predictive capacity? Ecological Applications 18: 1702–1717.
71. Trujillo P, Piroddi C, Jacquet J. 2012. Fish farms at sea: the ground truth from Google Earth. PloS One 7: e30546.
72. Tsagarakis K, Coll M, Giannoulaki M, Somarakis S, Papaconstantinou C, Machias A. 2010. Food-web traits of the North Aegean Sea ecosystem (Eastern Mediterranean) and comparison with other Mediterranean ecosystems. Estuarine, Coastal and Shelf Science 88: 233–248.
73. Tugores M, Giannoulaki M, Iglesias M, Bonanno A, Tičina V, Leonori I, Machias A, Tsagarakis K, Díaz N, Giráldez A, et al. 2011. Habitat suitability modelling for sardine Sardina pilchardus in a highly diverse ecosystem: the Mediterranean Sea. Marine Ecology Progress Series 443: 181–205.
74. Watson-Capps JJ, Mann J. 2005. The effects of aquaculture on bottlenose dolphin (Tursiops sp.) ranging in Shark Bay, Western Australia. Biological Conservation 124: 519–526.
75. Würsig B, Gailey GA. 2002. Marine mammals and aquaculture: conflicts and potential resolutions. In Responsible Marine Aquaculture, Stickney RR, McVay JP (eds). CAP International Press: New York; 45–59.
76. Zafiropoulos D, Merlini LD. 2001. Research and conservation of a resident bottlenose dolphin population in Amvrakikos Gulf. In In Proceedings of the 7th International Conference on Environmental Science and Technology, Syros Island, Greece; 585–590.
77. Zafiropoulos D, Merlini LD. 2003. A comparative ecological study of bottlenose dolphins (Tursiops truncatus) in South and North Evoikos gulfs. In In Proceedings of the 8th International Conference on Environmental Science and Technology, Lemnos Island, Greece; 921–925.
78. Zafiropoulos D, Verriopoulos G, Merlini LD. 1999. Geographical distribution of small cetaceans in several Greek coastal areas. European Research on Cetaceans 13: 282–284.