Predicting habitat suitability for basking sharks (Cetorhinus maximus) in UK waters using ensemble ecological niche modelling

被引:25
作者
Austin, Rebecca A. [1 ,2 ]
Hawkes, Lucy A. [2 ,3 ]
Doherty, Philip D. [1 ,2 ]
Henderson, Suzanne M. [4 ]
Inger, Richard [1 ]
Johnson, Louise [5 ]
Pikesley, Stephen K. [1 ]
Solandt, Jean-Luc [6 ]
Speedie, Colin [5 ]
Witt, Matthew J. [1 ,3 ]
机构
[1] Univ Exeter, Environm & Sustainabil Inst, Penryn TR10 9FE, England
[2] Univ Exeter, Ctr Ecol & Conservat, Penryn TR10 9FE, England
[3] Univ Exeter, Coll Life & Environm Sci, Hatherly Labs, Exeter EX4 4PS, Devon, England
[4] Scottish Nat Heritage, Leachkin Rd, Inverness IV3 8NW, Scotland
[5] Wave Act, 3 Beacon Cottages, Falmouth TR11 2LZ, England
[6] Marine Conservat Soc, Over Ross House,Ross Pk, Ross On Wye HR9 7QQ, England
基金
英国自然环境研究理事会;
关键词
Basking shark; Ensemble ecological niche modelling; MPA; Habitat suitability; Spatial analysis; Citizen science; Boat transect; Public sightings; SPECIES DISTRIBUTION; NORTHEAST ATLANTIC; FORAGING BEHAVIOR; ZOOPLANKTON; CONSERVATION; PATTERNS; SIGHTINGS; ABUNDANCE; TRENDS; WHALE;
D O I
10.1016/j.seares.2019.101767
中图分类号
Q17 [水生生物学];
学科分类号
071004 ;
摘要
The basking shark (Cetorhinus maximus) is an endangered species in the north-east Atlantic, having been historically over exploited. Whilst near-shore aggregation hotspots in the UK have been identified, robust knowledge on species distribution and abundance outside these areas remains limited. Research techniques, such as habitat modelling, could however be used to gain a greater knowledge of the species distribution to inform management plans to aid population recovery. For large mobile species gathering wide-scale distribution data can be financially and logistically challenging. In lieu of conducting an expensive UK-wide strategic survey for basking sharks, we use data from two regional-scale surveys, which were conducted in southwest England and western Scotland, in an Ensemble Ecological Niche Model (EENM) to produce a spatially-explicit map of habitat suitability. When compared against a similar to 20-year database of public sightings of basking sharks across UK coastal seas (to 6 nautical miles offshore), patterns of habitat suitability yielded a statistically significant agreement with areas known to support basking shark sightings. EENMs could be used to advise Marine Protected Area (MPA) selection, as well as to inform environmental impact assessments for offshore developments. The application of EENM outputs could be wide-reaching and benefit not only basking sharks but other large mobile marine species in the north-east Atlantic.
引用
收藏
页数:9
相关论文
共 49 条
[11]  
Fairfax D., 1998, The basking shark in Scotland: natural history, fishery and conservation
[12]   A review of methods for the assessment of prediction errors in conservation presence/absence models [J].
Fielding, AH ;
Bell, JF .
ENVIRONMENTAL CONSERVATION, 1997, 24 (01) :38-49
[13]  
Fowler S.L, 2009, IUCN RED LIST THREAT, V2009
[14]   Use of Photo-Identification and Mark-Recapture Methodology to Assess Basking Shark (Cetorhinus maximus) Populations [J].
Gore, Mauvis A. ;
Frey, Peter H. ;
Ormond, Rupert F. ;
Allan, Holly ;
Gilkes, Gabriella .
PLOS ONE, 2016, 11 (03)
[15]   Predicting species distribution: offering more than simple habitat models [J].
Guisan, A ;
Thuiller, W .
ECOLOGY LETTERS, 2005, 8 (09) :993-1009
[16]   Cetacean abundance and distribution in European Atlantic shelf waters to inform conservation and management [J].
Hammond, Philip S. ;
Macleod, Kelly ;
Berggren, Per ;
Borchers, David L. ;
Burt, Louise ;
Canadas, Ana ;
Desportes, Genevieve ;
Donovan, Greg P. ;
Gilles, Anita ;
Gillespie, Douglas ;
Gordon, Jonathan ;
Hiby, Lex ;
Kuklik, Iwona ;
Leaper, Russell ;
Lehnert, Kristina ;
Leopold, Mardik ;
Lovell, Phil ;
Oien, Nils ;
Paxton, Charles G. M. ;
Ridoux, Vincent ;
Rogan, Emer ;
Samarra, Filipa ;
Scheidat, Meike ;
Sequeira, Marina ;
Siebert, Ursula ;
Skov, Henrik ;
Swift, Rene ;
Tasker, Mark L. ;
Teilmann, Jonas ;
Van Canneyt, Olivier ;
Vazquez, Jose Antonio .
BIOLOGICAL CONSERVATION, 2013, 164 :107-122
[17]   THE MEANING AND USE OF THE AREA UNDER A RECEIVER OPERATING CHARACTERISTIC (ROC) CURVE [J].
HANLEY, JA ;
MCNEIL, BJ .
RADIOLOGY, 1982, 143 (01) :29-36
[18]  
Hayes Emma, 2018, Marine Biodiversity Records, V11, P17, DOI 10.1186/s41200-018-0151-4
[19]   Environmental predictors and temporal patterns of basking shark (Cetorhinus maximus) occurrence in the lower Bay of Fundy, Canada [J].
Hoogenboom, J. Lisa ;
Wong, Sarah N. P. ;
Ronconi, Robert A. ;
Koopman, Heather N. ;
Murison, Laurie D. ;
Westgate, Andrew J. .
JOURNAL OF EXPERIMENTAL MARINE BIOLOGY AND ECOLOGY, 2015, 465 :24-32
[20]   The use of marine wildlife-watching codes and their role in managing activities within marine protected areas in Scotland [J].
Inman, Anna ;
Brooker, Esther ;
Dolman, Sarah ;
McCann, Rona ;
Wilson, A. Meriwether W. .
OCEAN & COASTAL MANAGEMENT, 2016, 132 :132-142