| Literature DB >> 23951111 |
Alison V Towner1, Les G Underhill, Oliver J D Jewell, Malcolm J Smale.
Abstract
The seasonal occurrence of white sharks visiting Gansbaai, South Africa was investigated from 2007 to 2011 using sightings from white shark cage diving boats. Generalized linear models were used to investigate the number of great white sharks sighted per trip in relation to sex, month, sea surface temperature and Multivariate El Niño/Southern Oscillation (ENSO) Indices (MEI). Water conditions are more variable in summer than winter due to wind-driven cold water upwelling and thermocline displacement, culminating in colder water temperatures, and shark sightings of both sexes were higher during the autumn and winter months (March-August). MEI, an index to quantify the strength of Southern Oscillation, differed in its effect on the recorded numbers of male and female white sharks, with highly significant interannual trends. This data suggests that water temperature and climatic phenomena influence the abundance of white sharks at this coastal site. In this study, more females were seen in Gansbaai overall in warmer water/positive MEI years. Conversely, the opposite trend was observed for males. In cool water years (2010 to 2011) sightings of male sharks were significantly higher than in previous years. The influence of environmental factors on the physiology of sharks in terms of their size and sex is discussed. The findings of this study could contribute to bather safety programmes because the incorporation of environmental parameters into predictive models may help identify times and localities of higher risk to bathers and help mitigate human-white shark interactions.Entities:
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Year: 2013 PMID: 23951111 PMCID: PMC3741326 DOI: 10.1371/journal.pone.0071197
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Figure 1Site Map showing the inshore and island region of Gansbaai.
This image was created by EDNA Interactive Ltd trading as EDNA: www.edna.uk.net.
Summary of the total number of shark cage-diving trips per month, inshore and offshore, between January 2007 and December 2011 in Gansbaai, South Africa.
| Month | Offshore | Inshore | Total |
| January | 29 | 104 | 133 |
| February | 42 | 107 | 149 |
| March | 124 | 35 | 159 |
| April | 124 | 0 | 124 |
| May | 95 | 0 | 95 |
| June | 113 | 0 | 113 |
| July | 123 | 28 | 151 |
| August | 116 | 23 | 139 |
| September | 77 | 65 | 142 |
| October | 50 | 119 | 169 |
| November | 30 | 134 | 164 |
| December | 0 | 109 | 109 |
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Mean numbers of white sharks sighted per month (total, female and male) with mean monthly sea surface temperatures in Gansbaai, 2007 to 2011.
| Month | Mean Total No. Sharks | S.D | Mean No. Females | S.D | Mean No. Males | S.D | Mean SST°C | S.D |
|
| 3.977 | 2.17 | 2.204 | 1.64 | 1.293 | 1.46 | 14.2 | 2.06 |
|
| 4.557 | 3.2 | 1.746 | 1.77 | 1.339 | 1.35 | 15.43 | 2.68 |
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| 5.289 | 3.48 | 1.977 | 1.63 | 1.915 | 1.46 | 13.72 | 1.86 |
|
| 6.919 | 4 | 2.762 | 1.64 | 1.845 | 1.45 | 13.45 | 1.93 |
|
| 8.411 | 4.32 | 3.766 | 2.5 | 2.598 | 1.79 | 14.94 | 1.43 |
|
| 7.69 | 4.51 | 3.452 | 2.5 | 2.337 | 1.95 | 15.16 | 1.1 |
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| 7.172 | 3.84 | 3.521 | 2.76 | 1.607 | 1.47 | 14.52 | 0.62 |
|
| 7.094 | 3.66 | 3.207 | 2.51 | 1.613 | 1.46 | 14.65 | 1.05 |
|
| 6.486 | 3.22 | 2.879 | 2.43 | 1.224 | 1.32 | 15.3 | 1.36 |
|
| 6.041 | 3.21 | 2.729 | 2.05 | 0.991 | 1.17 | 15.67 | 1.89 |
|
| 5.902 | 3.16 | 3.178 | 2.41 | 1.719 | 2.18 | 16.19 | 2.7 |
|
| 5.495 | 2.81 | 2.646 | 1.62 | 1.192 | 0.75 | 14.64 | 2.2 |
The sum of the numbers for males and females for each month does not add to the total number seen because the gender of some sharks could not be determined (see text).
Overall summary statistics of the total lengths (in meters) of white sharks in Gansbaai, January 2007 to December 2011.
| N | Mean | SD | Min | Lower quartile | Median | Upper quartile | Max | |
|
| 1929 | 2.91 | 0.5 | 1.5 | 2.5 | 2.8 | 3.2 | 4.8 |
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| 3671 | 2.89 | 0.56 | 1.6 | 2.5 | 2.8 | 3.2 | 4.5 |
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| 4663 | 2.65 | 0.52 | 1.5 | 2.3 | 2.6 | 3 | 5 |
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| 10263 | 2.78 | 0.55 | 1.5 | 2.5 | 2.7 | 3 | 5 |
Results of a generalized linear model relating total number of great white sharks observed per trip in Gansbaai to specified explanatory variables.
| Parameter | Regression Estimate | Standard Error | t(*) | P-value |
|
| 0.7685 | 0.0963 | 7.98 | <.001 |
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| –0.0468 | 0.0667 | –0.70 | 0.483 |
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| 0.1781 | 0.0617 | 2.89 | 0.004 |
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| 0.3986 | 0.0618 | 6.45 | <.001 |
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| 0.5729 | 0.0605 | 9.47 | <.001 |
|
| 0.521 | 0.0587 | 8.88 | <.001 |
|
| 0.4653 | 0.0564 | 8.25 | <.001 |
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| 0.4612 | 0.0573 | 8.06 | <.001 |
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| 0.3879 | 0.0584 | 6.64 | <.001 |
|
| 0.2896 | 0.0581 | 4.98 | <.001 |
|
| 0.2641 | 0.0592 | 4.46 | <.001 |
|
| 0.1941 | 0.0647 | 3 | 0.003 |
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| 0.01886 | 0.00597 | 3.16 | 0.002 |
|
| 0.12568 | 0.00841 | 14.94 | <.001 |
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| 0.0977 | 0.0115 | 8.53 | <.001 |
Model variables included month (with January as the base month), trend (per month), seasonal sea surface temperature (SST) and multivariate ENSO index (MEI).
Results of a generalized linear model relating total number of male great white sharks observed per trip in Gansbaai to specified explanatory variables.
| Parameter | Regression Estimate | Standard Error | t(*) | P-value |
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| –1.004 | 0.233 | –4.32 | <.001 |
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| –0.073 | 0.157 | –0.46 | 0.642 |
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| 0.476 | 0.133 | 3.58 | <.001 |
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| 0.463 | 0.144 | 3.23 | 0.001 |
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| 0.842 | 0.133 | 6.33 | <.001 |
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| 0.708 | 0.131 | 5.42 | <.001 |
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| 0.367 | 0.13 | 2.82 | 0.005 |
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| 0.324 | 0.133 | 2.44 | 0.015 |
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| –0.081 | 0.147 | –0.55 | 0.58 |
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| –0.351 | 0.152 | –2.31 | 0.021 |
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| 0.067 | 0.169 | 0.4 | 0.69 |
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| –0.067 | 0.238 | –0.28 | 0.777 |
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| 0.0653 | 0.0144 | 4.52 | <.001 |
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| 0.0452 | 0.0181 | 2.49 | 0.013 |
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| –0.1083 | 0.0297 | –3.64 | <.001 |
Model variables included month (with January as the base month), trend (per month), seasonal sea surface temperature (SST) and multivariate ENSO index (MEI).
Results of a generalized linear model relating total number of female great white sharks observed per trip in Gansbaai to specified explanatory variables.
| Parameter | Regression Estimate | Standard Error | t(*) | P-value |
|
| 1.257 | 0.158 | 7.96 | <.001 |
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| –0.2290 | 0.105 | –2.18 | 0.029 |
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| –0.2179 | 0.0998 | –2.18 | 0.029 |
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| 0.0363 | 0.0984 | 0.37 | 0.712 |
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| 0.3589 | 0.0947 | 3.79 | <.001 |
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| 0.3038 | 0.0896 | 3.39 | <.001 |
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| 0.3149 | 0.0844 | 3.73 | <.001 |
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| 0.2593 | 0.0878 | 2.95 | 0.003 |
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| 0.2863 | 0.0897 | 3.19 | 0.001 |
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| 0.2085 | 0.0894 | 2.33 | 0.02 |
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| 0.3684 | 0.0934 | 3.95 | <.001 |
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| 0.068 | 0.119 | 0.57 | 0.568 |
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| –0.0238 | 0.0102 | –2.33 | 0.02 |
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| 0.0053 | 0.0137 | 0.39 | 0.699 |
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| 0.2243 | 0.0188 | 11.91 | <.001 |
Model variables included month (with January as the base month), trend (per month), seasonal sea surface temperature (SST) and multivariate ENSO index (MEI).
The results of the generalized linear models for all sharks, males, and females including deviance, Akaike Information Criterion and significance of the variables.
| Model | Explanatory Variables | Deviance (%) | AIC | Significant variables |
|
| season, SST, LTT, MEI | 23.8 | 2,354 | LTT**, MEI** |
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| season, SST, LTT, MEI | 12.1 | 1,418 | LTT*, MEI**, SST** |
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| season, SST, LTT, MEI | 12.9 | 1,856 | MEI** |
The explanatory variables were monthly trend (season), sea surface temperature (SST), long term trend (LTT), Multivariate Enso Index (MEI). Significant effects on shark sightings are displayed as (* = p<0.01) and highly significant (** = p<0.001).
The results of the generalized linear model when specific terms were omitted, for all sharks, females, and males, with the resulting Akaike Information Criterion values shown.
| Explanatory Variable Omitted | Deviance (%) | AIC |
|
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| Season | 15.10% | 2,596 |
| SST | 23.40% | 2,362 |
| LTT | 16.30% | 2,578 |
| MEI | 21.40% | 2,424 |
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| Season | 0.80% | 1,574 |
| SST | 10.80% | 1,437 |
| LTT | 11.70% | 1,422 |
| MEI | 11.20% | 1,430 |
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| Season | 7.50% | 1,961 |
| SST | 12.60% | 1,872 |
| LTT | 12.90% | 1,867 |
| MEI | 6.20% | 2,007 |
Figure 2Interannual variability in the mean number of male and female shark sightings per trip at Dyer Island, 2007 to 2011.
Figure 3Interannual variability in the mean number of male and female shark sightings per trip at the inshore site in Gansbaai, 2007 to 2011.
Figure 4Multivariate ENSO index (MEI) data 1950 to 2010 (Wolter and Timlin 2011 and NOAA).
Data sourced from www.noaa.com.