Detection and Analysis of the Causes of Intensive Harmful Algal Bloom in Kamchatka Based on Satellite Data

In this paper, the causes of the anomalous harmful algal bloom which occurred in the fall of 2020 in Kamchatka have been detected and analyzed using a long-term time series of heterogeneous satellite and simulated data with respect to the sea surface height (HYCOM) and temperature (NOAA OISST), chlo...

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Published in:Journal of Marine Science and Engineering
Main Authors: Valery Bondur, Viktor Zamshin, Olga Chvertkova, Ekaterina Matrosova, Vasilisa Khodaeva
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2021
Subjects:
Online Access:https://doi.org/10.3390/jmse9101092
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spelling ftmdpi:oai:mdpi.com:/2077-1312/9/10/1092/ 2023-08-20T04:07:39+02:00 Detection and Analysis of the Causes of Intensive Harmful Algal Bloom in Kamchatka Based on Satellite Data Valery Bondur Viktor Zamshin Olga Chvertkova Ekaterina Matrosova Vasilisa Khodaeva agris 2021-10-07 application/pdf https://doi.org/10.3390/jmse9101092 EN eng Multidisciplinary Digital Publishing Institute Physical Oceanography https://dx.doi.org/10.3390/jmse9101092 https://creativecommons.org/licenses/by/4.0/ Journal of Marine Science and Engineering; Volume 9; Issue 10; Pages: 1092 coastal water areas red tide harmful algal bloom sea surface height sea surface temperature chlorophyll-a biogenic slicks river runoff Kamchatka Text 2021 ftmdpi https://doi.org/10.3390/jmse9101092 2023-08-01T02:53:32Z In this paper, the causes of the anomalous harmful algal bloom which occurred in the fall of 2020 in Kamchatka have been detected and analyzed using a long-term time series of heterogeneous satellite and simulated data with respect to the sea surface height (HYCOM) and temperature (NOAA OISST), chlorophyll-a concentration (MODIS Ocean Color SMI), slick parameters (SENTINEL-1A/B), and suspended matter characteristics (SENTINEL-2A/B, C2RCC algorithm). It has been found that the harmful algal bloom was preceded by temperature anomalies (reaching 6 °C, exceeding the climatic norm by more than three standard deviation intervals) and intensive ocean level variability followed by the generation of vortices, mixing water masses and providing nutrients to the upper photic layer. The harmful algal bloom itself was manifested in an increase in the concentration of chlorophyll-a, its average monthly value for October 2020 (bloom peak) approached 15 mg/m3, exceeding the climatic norm almost four-fold for the region of interest (Avacha Gulf). The zones of accumulation of a large amount of biogenic surfactant films registered in radar satellite imagery correlate well with the local regions of the highest chlorophyll-a concentration. The harmful bloom was influenced by river runoff, which intensively brought mineral and biogenic suspensions into the marine environment (the concentration of total suspended matter within the plume of the Nalycheva River reached 10 mg/m3 and more in 2020), expanding food resources for microalgae. Text Kamchatka MDPI Open Access Publishing Avacha ENVELOPE(158.503,158.503,53.040,53.040) Journal of Marine Science and Engineering 9 10 1092
institution Open Polar
collection MDPI Open Access Publishing
op_collection_id ftmdpi
language English
topic coastal water areas
red tide
harmful algal bloom
sea surface height
sea surface temperature
chlorophyll-a
biogenic slicks
river runoff
Kamchatka
spellingShingle coastal water areas
red tide
harmful algal bloom
sea surface height
sea surface temperature
chlorophyll-a
biogenic slicks
river runoff
Kamchatka
Valery Bondur
Viktor Zamshin
Olga Chvertkova
Ekaterina Matrosova
Vasilisa Khodaeva
Detection and Analysis of the Causes of Intensive Harmful Algal Bloom in Kamchatka Based on Satellite Data
topic_facet coastal water areas
red tide
harmful algal bloom
sea surface height
sea surface temperature
chlorophyll-a
biogenic slicks
river runoff
Kamchatka
description In this paper, the causes of the anomalous harmful algal bloom which occurred in the fall of 2020 in Kamchatka have been detected and analyzed using a long-term time series of heterogeneous satellite and simulated data with respect to the sea surface height (HYCOM) and temperature (NOAA OISST), chlorophyll-a concentration (MODIS Ocean Color SMI), slick parameters (SENTINEL-1A/B), and suspended matter characteristics (SENTINEL-2A/B, C2RCC algorithm). It has been found that the harmful algal bloom was preceded by temperature anomalies (reaching 6 °C, exceeding the climatic norm by more than three standard deviation intervals) and intensive ocean level variability followed by the generation of vortices, mixing water masses and providing nutrients to the upper photic layer. The harmful algal bloom itself was manifested in an increase in the concentration of chlorophyll-a, its average monthly value for October 2020 (bloom peak) approached 15 mg/m3, exceeding the climatic norm almost four-fold for the region of interest (Avacha Gulf). The zones of accumulation of a large amount of biogenic surfactant films registered in radar satellite imagery correlate well with the local regions of the highest chlorophyll-a concentration. The harmful bloom was influenced by river runoff, which intensively brought mineral and biogenic suspensions into the marine environment (the concentration of total suspended matter within the plume of the Nalycheva River reached 10 mg/m3 and more in 2020), expanding food resources for microalgae.
format Text
author Valery Bondur
Viktor Zamshin
Olga Chvertkova
Ekaterina Matrosova
Vasilisa Khodaeva
author_facet Valery Bondur
Viktor Zamshin
Olga Chvertkova
Ekaterina Matrosova
Vasilisa Khodaeva
author_sort Valery Bondur
title Detection and Analysis of the Causes of Intensive Harmful Algal Bloom in Kamchatka Based on Satellite Data
title_short Detection and Analysis of the Causes of Intensive Harmful Algal Bloom in Kamchatka Based on Satellite Data
title_full Detection and Analysis of the Causes of Intensive Harmful Algal Bloom in Kamchatka Based on Satellite Data
title_fullStr Detection and Analysis of the Causes of Intensive Harmful Algal Bloom in Kamchatka Based on Satellite Data
title_full_unstemmed Detection and Analysis of the Causes of Intensive Harmful Algal Bloom in Kamchatka Based on Satellite Data
title_sort detection and analysis of the causes of intensive harmful algal bloom in kamchatka based on satellite data
publisher Multidisciplinary Digital Publishing Institute
publishDate 2021
url https://doi.org/10.3390/jmse9101092
op_coverage agris
long_lat ENVELOPE(158.503,158.503,53.040,53.040)
geographic Avacha
geographic_facet Avacha
genre Kamchatka
genre_facet Kamchatka
op_source Journal of Marine Science and Engineering; Volume 9; Issue 10; Pages: 1092
op_relation Physical Oceanography
https://dx.doi.org/10.3390/jmse9101092
op_rights https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.3390/jmse9101092
container_title Journal of Marine Science and Engineering
container_volume 9
container_issue 10
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