Mapping and Modeling Harmful Algal Blooms
(8/17/2019 12:00:00 AM)
Algal
blooms are caused by a combination of several factors including water flow
intensity, water temperature, water mixing, amount of sunlight, and salinity
levels. See the figure below for an
explanation of the factors.
![](data:image/png;base64,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)
Example 1: Occurrences of
harmful algal blooms (HABs) associated with ocean environments in the South China
Sea
Abstract
Harmful
algal blooms (HABs) occur frequently in the South China Sea (SCS), causing
enormous economic losses in aquaculture. We analyzed historical HAB records
during the period from 1980 to 2003 in SCS. We found that HABs affected areas have
expanded and the frequency of
HABs
varied during this period. The seasonal and annual variations, as well as
causative algal species of HABs are different among the four regions. Areas
with frequent HABs include the Pearl River Estuary (China), the Manila Bay (the
Philippines), the Masinloc Bay (the Philippines), and the western coast of
Sabah (Malaysia). HABs occurred frequently during March–May in the northern
region of SCS, May–July in the eastern region, July in the western region, and
year-round in the southern region. Among the species that cause HABs, Noctiluca scintillans dominated in the
northern region, and Pyrodinium bahamense
in the southern and eastern regions. Causative species also varied in different
years for the entire SCS. Both P. bahamense
and N. scintillans were the dominant
species during 1980–2003. Some species not previously
recorded
formed blooms during 1991–2003, including Phaeocystis
globosa, Scrippsiella trochoidea, Heterosigma akashiwo, and Mesodinium rubrum. Variations in HABs
are related to various regional conditions, such as a reversed monsoon wind in
the entire SCS, river discharges in the northern area, upwelling in Vietnam
coastal waters during southwest winds and near Malaysia coastal waters during
northeast winds, and eutrophication from coastal aquaculture in the Pearl River
estuary, Manila Bay, and Masinloc Bay.
Example 2: Remote sensing oceanography of a harmful
algal bloom off the coast of southeastern Vietnam
Abstract
Harmful
algal blooms (HABs) in the southeastern Vietnamese coastal waters have caused
large economic losses in aquaculture and wild fisheries in recent years;
however, there have been few oceanographic studies on these HAB events. The
present study reports an extensive HAB off southeastern Vietnamese waters
during late June to July 2002 with in situ observations and analyzes the
oceanographic conditions using satellite remote sensing data. The HAB had high
chlorophyll a (Chl a) concentrations (up to 4.5 mg m_3) occurring ~200 km off
the coast and ~200 km northeast of the Mekong River mouth for a period of ~6
weeks. The bloom was dominated by the harmful algae haptophyte Phaeocystis cf. globosa and caused a
very significant mortality of aquaculture fish and other marine life. In the
same period, sea surface temperature (SST) imagery showed a cold-water plume
extending from the coast to the open sea, and QuikScat data showed strong
southwesterly winds blowing parallel to the coastline. This study indicated that
the HAB was induced and supported by offshore upwelling that brings nutrients
from the deep ocean to the surface and from coastal water to offshore water and
that the upwelling was driven by strong wind through Ekman transport when winds
were parallel to the coastline. This study demonstrated the possibility of
utilizing a combination of satellite data of Chl a, SST, and wind velocity
together with coastal bathymetric information and in situ observations to give
a better understanding of the biological oceanography of HABs.
Example 3: Ideas of
application remote sensing techniques for algal bloom detection in marine
regions of Vietnam
Abstract
Algal bloom is a rapid increase of the community of
algae. It can cause several negative impacts on environment and toxicity
effects. Therefore, detection of algal bloom considers of preventing
environment impacts. This paper reviewed the remote sensing techniques for
algal bloom detection from ocean color images, including peak shift, red tide
index and bio-optic methods. The paper also discussed the advantaged and
disadvantaged potential application in the case of Vietnamese waters. By the
results of testing algal bloom detection in the southern marine regions of
Vietnam, the paper suggested that the bio-optic method could be used, but it is
necessary to determinate the experiment constants of absorption and
back-scattering of specific algal species.
VIFEP (USAID workshop)
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