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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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 |
container_start_page |
1092 |
_version_ |
1766051209915924480 |