The influence of the Guadalquivir river on spatio-temporal variability in the pelagic ecosystem of the eastern Gulf of Cádiz

This study examines the spatio-temporal variability of the turbidity plume and phytoplankton biomass (in terms of chlorophyll) in the marine region influenced by the Guadalquivir estuary using ocean colour images over a period of 11 years (2003-2013). The area of the turbidity plume was calculated u...

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Main Authors: CABALLERO, I., MORRIS, E. P., PIETRO, L., NAVARRO, G.
Format: Article in Journal/Newspaper
Language:English
Published: Hellenic Centre for Marine Research 2014
Subjects:
Online Access:https://ejournals.epublishing.ekt.gr/index.php/hcmr-med-mar-sc/article/view/12736
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author CABALLERO, I.
MORRIS, E. P.
PIETRO, L.
NAVARRO, G.
author_facet CABALLERO, I.
MORRIS, E. P.
PIETRO, L.
NAVARRO, G.
author_sort CABALLERO, I.
collection EKT ePublishing (National Documentation Centre, Greece)
description This study examines the spatio-temporal variability of the turbidity plume and phytoplankton biomass (in terms of chlorophyll) in the marine region influenced by the Guadalquivir estuary using ocean colour images over a period of 11 years (2003-2013). The area of the turbidity plume was calculated using water-leaving radiance at 555 nm (nLw555). Climatologic and monthly averages showed recurrent high nLw555 levels in winter and high chlorophyll in spring. Similar variability was confirmed by Empirical Orthogonal Function (EOF) analysis of 8-day composite images, illustrating the existence of different regions with similar behavior. The first EOF mode explained 60.7% and 31% of the variability in nLw555 and chlorophyll, respectively, and was associated with enhanced Total Suspended Solids (TSS) in autumn-winter and phytoplankton blooms in winter-spring periods. The results confirmed that the development of the turbidity plume and subsequent phytoplankton blooms were strongly regulated by river discharges and precipitation. Indeed, interannual variation in nLw555 was consistent with changes in the large-scale climate index, the North Atlantic Oscillation, a proxy for regional rainfall patterns. In the case of phytoplankton biomass, the second EOF mode revealed differentiation between offshore and nearshore areas, the latter characterized by delayed development of phytoplankton bloom due to light limitation by high TSS. This suggests that the stability of the water column, via its influence on phytoplankton light-limitation, influenced also the timing and magnitude of phytoplankton bloom events. The dynamic of the Guadalquivir estuary turbidity plume is a crucial factor for the pelagic ecosystem of the Eastern Gulf of Cadiz, governing phytoplankton productivity.
format Article in Journal/Newspaper
genre North Atlantic
North Atlantic oscillation
genre_facet North Atlantic
North Atlantic oscillation
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institution Open Polar
language English
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op_relation https://ejournals.epublishing.ekt.gr/index.php/hcmr-med-mar-sc/article/view/12736/12439
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op_source Mediterranean Marine Science; Vol 15, No 4 (2014) special issue; 721-738
1791-6763
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publisher Hellenic Centre for Marine Research
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spelling ftektojs:oai:ojs.pkp.sfu.ca:article/12736 2025-01-16T23:43:16+00:00 The influence of the Guadalquivir river on spatio-temporal variability in the pelagic ecosystem of the eastern Gulf of Cádiz CABALLERO, I. MORRIS, E. P. PIETRO, L. NAVARRO, G. 2014-12-22 application/pdf https://ejournals.epublishing.ekt.gr/index.php/hcmr-med-mar-sc/article/view/12736 eng eng Hellenic Centre for Marine Research https://ejournals.epublishing.ekt.gr/index.php/hcmr-med-mar-sc/article/view/12736/12439 https://ejournals.epublishing.ekt.gr/index.php/hcmr-med-mar-sc/article/view/12736 Mediterranean Marine Science; Vol 15, No 4 (2014) special issue; 721-738 1791-6763 1108-393X Water quality remote-sensing MODIS EOF analysis Gulf of Cadiz Guadalquivir estuary info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion 2014 ftektojs 2024-07-18T03:59:06Z This study examines the spatio-temporal variability of the turbidity plume and phytoplankton biomass (in terms of chlorophyll) in the marine region influenced by the Guadalquivir estuary using ocean colour images over a period of 11 years (2003-2013). The area of the turbidity plume was calculated using water-leaving radiance at 555 nm (nLw555). Climatologic and monthly averages showed recurrent high nLw555 levels in winter and high chlorophyll in spring. Similar variability was confirmed by Empirical Orthogonal Function (EOF) analysis of 8-day composite images, illustrating the existence of different regions with similar behavior. The first EOF mode explained 60.7% and 31% of the variability in nLw555 and chlorophyll, respectively, and was associated with enhanced Total Suspended Solids (TSS) in autumn-winter and phytoplankton blooms in winter-spring periods. The results confirmed that the development of the turbidity plume and subsequent phytoplankton blooms were strongly regulated by river discharges and precipitation. Indeed, interannual variation in nLw555 was consistent with changes in the large-scale climate index, the North Atlantic Oscillation, a proxy for regional rainfall patterns. In the case of phytoplankton biomass, the second EOF mode revealed differentiation between offshore and nearshore areas, the latter characterized by delayed development of phytoplankton bloom due to light limitation by high TSS. This suggests that the stability of the water column, via its influence on phytoplankton light-limitation, influenced also the timing and magnitude of phytoplankton bloom events. The dynamic of the Guadalquivir estuary turbidity plume is a crucial factor for the pelagic ecosystem of the Eastern Gulf of Cadiz, governing phytoplankton productivity. Article in Journal/Newspaper North Atlantic North Atlantic oscillation EKT ePublishing (National Documentation Centre, Greece)
spellingShingle Water quality
remote-sensing
MODIS
EOF analysis
Gulf of Cadiz
Guadalquivir estuary
CABALLERO, I.
MORRIS, E. P.
PIETRO, L.
NAVARRO, G.
The influence of the Guadalquivir river on spatio-temporal variability in the pelagic ecosystem of the eastern Gulf of Cádiz
title The influence of the Guadalquivir river on spatio-temporal variability in the pelagic ecosystem of the eastern Gulf of Cádiz
title_full The influence of the Guadalquivir river on spatio-temporal variability in the pelagic ecosystem of the eastern Gulf of Cádiz
title_fullStr The influence of the Guadalquivir river on spatio-temporal variability in the pelagic ecosystem of the eastern Gulf of Cádiz
title_full_unstemmed The influence of the Guadalquivir river on spatio-temporal variability in the pelagic ecosystem of the eastern Gulf of Cádiz
title_short The influence of the Guadalquivir river on spatio-temporal variability in the pelagic ecosystem of the eastern Gulf of Cádiz
title_sort influence of the guadalquivir river on spatio-temporal variability in the pelagic ecosystem of the eastern gulf of cádiz
topic Water quality
remote-sensing
MODIS
EOF analysis
Gulf of Cadiz
Guadalquivir estuary
topic_facet Water quality
remote-sensing
MODIS
EOF analysis
Gulf of Cadiz
Guadalquivir estuary
url https://ejournals.epublishing.ekt.gr/index.php/hcmr-med-mar-sc/article/view/12736