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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Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
Hellenic Centre for Marine Research
2014
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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 |
id | ftektojs:oai:ojs.pkp.sfu.ca:article/12736 |
institution | Open Polar |
language | English |
op_collection_id | ftektojs |
op_relation | 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 |
op_source | Mediterranean Marine Science; Vol 15, No 4 (2014) special issue; 721-738 1791-6763 1108-393X |
publishDate | 2014 |
publisher | Hellenic Centre for Marine Research |
record_format | openpolar |
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 |