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: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2021
Subjects:
Online Access:https://doi.org/10.3390/jmse9101092
https://doaj.org/article/9d428955b41744288db0b4a253ada957
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spelling ftdoajarticles:oai:doaj.org/article:9d428955b41744288db0b4a253ada957 2023-05-15T16:59:03+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 2021-10-01T00:00:00Z https://doi.org/10.3390/jmse9101092 https://doaj.org/article/9d428955b41744288db0b4a253ada957 EN eng MDPI AG https://www.mdpi.com/2077-1312/9/10/1092 https://doaj.org/toc/2077-1312 doi:10.3390/jmse9101092 2077-1312 https://doaj.org/article/9d428955b41744288db0b4a253ada957 Journal of Marine Science and Engineering, Vol 9, Iss 1092, p 1092 (2021) coastal water areas red tide harmful algal bloom sea surface height sea surface temperature chlorophyll-a Naval architecture. Shipbuilding. Marine engineering VM1-989 Oceanography GC1-1581 article 2021 ftdoajarticles https://doi.org/10.3390/jmse9101092 2022-12-31T12:57:05Z 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/m 3 , 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/m 3 and more in 2020), expanding food resources for microalgae. Article in Journal/Newspaper Kamchatka Directory of Open Access Journals: DOAJ Articles Avacha ENVELOPE(158.503,158.503,53.040,53.040) Journal of Marine Science and Engineering 9 10 1092
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic coastal water areas
red tide
harmful algal bloom
sea surface height
sea surface temperature
chlorophyll-a
Naval architecture. Shipbuilding. Marine engineering
VM1-989
Oceanography
GC1-1581
spellingShingle coastal water areas
red tide
harmful algal bloom
sea surface height
sea surface temperature
chlorophyll-a
Naval architecture. Shipbuilding. Marine engineering
VM1-989
Oceanography
GC1-1581
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
Naval architecture. Shipbuilding. Marine engineering
VM1-989
Oceanography
GC1-1581
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/m 3 , 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/m 3 and more in 2020), expanding food resources for microalgae.
format Article in Journal/Newspaper
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 MDPI AG
publishDate 2021
url https://doi.org/10.3390/jmse9101092
https://doaj.org/article/9d428955b41744288db0b4a253ada957
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, Vol 9, Iss 1092, p 1092 (2021)
op_relation https://www.mdpi.com/2077-1312/9/10/1092
https://doaj.org/toc/2077-1312
doi:10.3390/jmse9101092
2077-1312
https://doaj.org/article/9d428955b41744288db0b4a253ada957
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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