Using remote sensing indicators to investigate the association of landings with fronts: Application to the Alboran Sea (western Mediterranean Sea)
Articolo
Data di Pubblicazione:
2018
Abstract:
This study examined links between the variability of coastal front features and composition
of fishery landings. Satellite-derived sea surface temperature data allowed
the detection of thermal fronts and calculation of front metrics that account for gradient,
persistency, and vicinity. Landings data were clustered by functional group
(according to habitat use, size, morphology), and trophic level (TL). Three independent
time series analyses, based on two different classes of statistical methodologies,
were carried out: (i) correlation analysis performed on species aggregated by
functional groups, and (ii) compositional analysis performed on the top five species
landed and on species aggregated by trophic level. Analyses were carried out for
the Moroccan coast of the Alboran Sea (western Mediterranean Sea). Results of the
proposed type of application were discussed with respect to their potential for
improving scientific knowledge and management of fisheries in data-poor areas.
Pelagic landings were associated with front indicators in two-thirds of tested cases.
The results demonstrated a markedly different association between landings and
front features in the Nador fishing zone, relative to M’diq and Al Hoceima.
Improved performance of the front gradient and persistence indicator was detected,
with respect to the front gradient only for flatfish and demersal landings. Compositional
data regression outlined a different role for Sardina pilchardus and Trachurus
trachurus in the Al Hoceima and M’diq landings, and in the latter case the dominance
of these two species in the landings seemed to respond to the front density
indicator. A decreasing trend in TL > 3.5 landings was detected with increasing front distance.
of fishery landings. Satellite-derived sea surface temperature data allowed
the detection of thermal fronts and calculation of front metrics that account for gradient,
persistency, and vicinity. Landings data were clustered by functional group
(according to habitat use, size, morphology), and trophic level (TL). Three independent
time series analyses, based on two different classes of statistical methodologies,
were carried out: (i) correlation analysis performed on species aggregated by
functional groups, and (ii) compositional analysis performed on the top five species
landed and on species aggregated by trophic level. Analyses were carried out for
the Moroccan coast of the Alboran Sea (western Mediterranean Sea). Results of the
proposed type of application were discussed with respect to their potential for
improving scientific knowledge and management of fisheries in data-poor areas.
Pelagic landings were associated with front indicators in two-thirds of tested cases.
The results demonstrated a markedly different association between landings and
front features in the Nador fishing zone, relative to M’diq and Al Hoceima.
Improved performance of the front gradient and persistence indicator was detected,
with respect to the front gradient only for flatfish and demersal landings. Compositional
data regression outlined a different role for Sardina pilchardus and Trachurus
trachurus in the Al Hoceima and M’diq landings, and in the latter case the dominance
of these two species in the landings seemed to respond to the front density
indicator. A decreasing trend in TL > 3.5 landings was detected with increasing front distance.
Tipologia CRIS:
1.1 Articolo su Rivista
Keywords:
coastal fronts; composite front maps; fishery landings
Elenco autori:
Brigolin, D.; Girardi, P.; Miller, P. I.; Xu, W.; Nachite, D.; Zucchetta, M.; Pranovi, F.
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