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  <title>ScholarWorks Community:</title>
  <link rel="alternate" href="https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/682" />
  <subtitle />
  <id>https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/682</id>
  <updated>2026-07-03T21:02:43Z</updated>
  <dc:date>2026-07-03T21:02:43Z</dc:date>
  <entry>
    <title>Seasonal succession of harmful and non-harmful phytoplankton under hydrographic water-mass variability and stratification dynamics</title>
    <link rel="alternate" href="https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/212928" />
    <author>
      <name>Kim, Jun</name>
    </author>
    <author>
      <name>Park, Bum Soo</name>
    </author>
    <author>
      <name>Baek, Seung Ho</name>
    </author>
    <id>https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/212928</id>
    <updated>2026-06-02T01:00:15Z</updated>
    <published>2026-08-01T00:00:00Z</published>
    <summary type="text">Title: Seasonal succession of harmful and non-harmful phytoplankton under hydrographic water-mass variability and stratification dynamics
Authors: Kim, Jun; Park, Bum Soo; Baek, Seung Ho
Abstract: Seasonal succession of harmful and non-harmful phytoplankton in coastal ecosystems is closely associated with spatiotemporal variability in water-column stratification. To clarify these mechanisms, monthly surveys based on a one-year observational dataset were conducted at nine stations from the Nakdong River estuary to the Geoje coast between June 2016 and May 2017. Phytoplankton community changes were closely associated with stratification development reflecting density differences and vertical density gradients, and were rapidly influenced by freshwater input, seasonal heating, and intrusion of the Tsushima Warm Current. Stratification intensity was numerically quantified using two complementary indices: Δρ (stratification index) and N2 (water-column stability), enabling statistical evaluation of relationships between water-mass structure and community responses. RDA ordination patterns suggested that Gymnodinium spp. and Chaetoceros spp. were more closely associated with strongly stratified conditions, whereas weakly stratified and well-mixed conditions supported Cryptomonas spp. and Skeletonema spp. The genus-level associations described in this study were interpreted qualitatively from ordination patterns and community-level relationships, and statistical significance was not independently tested for each individual taxon. Monsoon rainfall in July reduced salinity and increased nitrate and silicate concentrations. Strong summer stratification supported harmful dinoflagellates such as Margalefidinium polykrikoides, although abundance declined in August following intrusion of Yangtze River diluted water. During the study period, autumn weakening of stratification and nutrient resupply were associated with increased abundance of Pseudo-nitzschia delicatissima, while winter mixing coincided with lower phytoplankton biomass and greater relative abundance of non-harmful diatoms. Alexandrium spp. became more abundant during spring when stratification gradually redeveloped. The combined use of Δρ and N2 distinguished integrated stratification strength from depth-specific stability, providing a mechanistic framework linking physical structure to biological dynamics. These findings suggest that zone-specific environmental factors contributed to differences in dominant taxa during the study period, and that the stratification index and water-column stability may serve as useful indicators for interpreting seasonal phytoplankton succession.</summary>
    <dc:date>2026-08-01T00:00:00Z</dc:date>
  </entry>
  <entry>
    <title>AI-assisted experimental planning for two-stage cultivation to enhance photosynthetic pigment production in Dunaliella salina DSTA20</title>
    <link rel="alternate" href="https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/212763" />
    <author>
      <name>Kim, Eun Song</name>
    </author>
    <author>
      <name>Lee, Sang-Moo</name>
    </author>
    <author>
      <name>Lee, Hae-Won</name>
    </author>
    <author>
      <name>Park, Bum Soo</name>
    </author>
    <author>
      <name>Kim, Daekyung</name>
    </author>
    <author>
      <name>Hwang, Hyun-Ju</name>
    </author>
    <author>
      <name>An, Sung Min</name>
    </author>
    <author>
      <name>Cho, Kichul</name>
    </author>
    <id>https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/212763</id>
    <updated>2026-05-20T02:00:13Z</updated>
    <published>2026-07-01T00:00:00Z</published>
    <summary type="text">Title: AI-assisted experimental planning for two-stage cultivation to enhance photosynthetic pigment production in Dunaliella salina DSTA20
Authors: Kim, Eun Song; Lee, Sang-Moo; Lee, Hae-Won; Park, Bum Soo; Kim, Daekyung; Hwang, Hyun-Ju; An, Sung Min; Cho, Kichul
Abstract: Photosynthetic pigments derived from microalgae are increasingly valued for their diverse bioactivities. In this study, we improved carotenoid production in the halophilic microalga Dunaliella salina by combining two-stage cultivation with Artificial Intelligence (AI)-assisted experimental planning. ChatGPT-4 supported experimental planning, including Response Surface Methodology (RSM) design comparison and factor-range selection. Culture conditions were optimized using Central Composite Design-based RSM, which predicted 24.24°C and 56.36 ppt as the optimal temperature and salinity conditions. Cultures grown under these conditions in Stage I (from lag to early stationary phase) were subsequently subjected to nine temperature–salinity stress combinations (18.00, 24.20, or 30.00°C × 30.00, 56.36, or 80.00 ppt) for 3 days in Stage II (late stationary phase). Pigment profiling showed marked condition-dependent differences in chlorophyll a and b and the carotenoids including lutein, violaxanthin, β-carotene, and zeaxanthin. Exposure to low-temperature and high-salinity stress (18.00°C, 80.00 ppt) produced a maximal total pigment content representing a 2.36-fold increase compared to the minimum conditions (low-temperature and low salinity, 18.00°C, 30.00 ppt). These findings demonstrate that simultaneous temperature and salinity stress within a two-stage cultivation regime enhances pigment accumulation in D. salina and suggest that AI-assisted experimental planning may support efficient optimization strategies in algal biotechnology.</summary>
    <dc:date>2026-07-01T00:00:00Z</dc:date>
  </entry>
  <entry>
    <title>How ecological lifestyle rewires the architecture of photoprotection across the green lineage</title>
    <link rel="alternate" href="https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/213894" />
    <author>
      <name>Jin, EonSeon</name>
    </author>
    <id>https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/213894</id>
    <updated>2026-06-22T02:30:36Z</updated>
    <published>2026-07-01T00:00:00Z</published>
    <summary type="text">Title: How ecological lifestyle rewires the architecture of photoprotection across the green lineage
Authors: Jin, EonSeon
Abstract: [No abstract available]</summary>
    <dc:date>2026-07-01T00:00:00Z</dc:date>
  </entry>
  <entry>
    <title>Metagenomic Profiling of Harmful Algal Bloom Resting Cysts in Sediments from the Southern Coastal Waters of Korea</title>
    <link rel="alternate" href="https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/217752" />
    <author>
      <name>박범수</name>
    </author>
    <id>https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/217752</id>
    <updated>2026-07-01T16:04:37Z</updated>
    <published>2026-06-17T00:00:00Z</published>
    <summary type="text">Title: Metagenomic Profiling of Harmful Algal Bloom Resting Cysts in Sediments from the Southern Coastal Waters of Korea
Authors: 박범수</summary>
    <dc:date>2026-06-17T00:00:00Z</dc:date>
  </entry>
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