Applying spatiotemporal models to monitoring data to quantify fish population responses to the Deepwater Horizon oil spill in the Gulf of Mexico

被引:8
|
作者
Ward, Eric J. [1 ]
Oken, Kiva L. [2 ]
Rose, Kenneth A. [3 ]
Sable, Shaye [4 ]
Watkins, Katherine [4 ]
Holmes, Elizabeth E. [1 ]
Scheuerell, Mark D. [5 ]
机构
[1] NOAA, Conservat Biol Div, Northwest Fisheries Sci Ctr, Natl Marine Fisheries Serv, 2725 Montlake Blvd E, Seattle, WA 98112 USA
[2] Rutgers State Univ, Dept Marine & Coastal Sci, 71 Dudley Rd, New Brunswick, NJ 08901 USA
[3] Univ Maryland, Ctr Environm Sci, Horn Point Lab, POB 775, Cambridge, MD 21613 USA
[4] Dynam Solut LLC, 450 Laurel St,Suite 1650, Baton Rouge, LA 70801 USA
[5] NOAA, Fish Ecol Div, Northwest Fisheries Sci Ctr, Natl Marine Fisheries Serv, 2725 Montlake Blvd E, Seattle, WA 98112 USA
关键词
Deepwater Horizon oil spill; Gulf of Mexico; Louisiana; Spatiotemporal modeling; Delta-generalized linear mixed models; Fisheries modeling; Time series anomalies; Long-term monitoring; SPECIES DISTRIBUTION MODELS; EXXON-VALDEZ; CRUDE-OIL; ESTUARINE; FISHERIES; IMPACTS; LIFE; IDENTIFY; COMMUNITIES; ASSEMBLAGES;
D O I
10.1007/s10661-018-6912-z
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Quantifying the impacts of disturbances such as oil spills on marine species can be challenging. Natural environmental variability, human responses to the disturbance (e.g., fisheries closures), the complex life histories of the species being monitored, and limited pre-spill data can make detection of effects of oil spills difficult. Using long-term monitoring data from the state of Louisiana (USA), we applied novel spatiotemporal approaches to identify anomalies in species occurrence and catch rates. We included covariates (salinity, temperature, turbidity) to help isolate unusual events. While some species showed evidence of unlikely temporal anomalies in occurrence or catch rates, we found that the majority of the observed anomalies were also before the Deepwater Horizon event. Several species-gear combinations suggested upticks in the spatial variability immediately following the spill, but most species indicated no trend. Across species-gear combinations, there was no clear evidence for synchronous or asynchronous responses in occurrence or catch rates across sites following the spill. Our results are in general agreement to other analyses of monitoring data that detected small impacts, but in contrast to recent results from ecological modeling that showed much larger effects of the oil spill on fish and shellfish.
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页数:16
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