• Title/Summary/Keyword: Jinhae

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Prediction in Dissolved Oxygen Concentration and Occurrence of Hypoxia Water Mass in Jinhae Bay Based on Machine Learning Model (기계학습 모형 기반 진해만 용존산소농도 및 빈산소수괴 발생 예측)

  • Park, Seongsik;Kim, Byeong Kuk;Kim, Kyunghoi
    • Journal of Korean Society of Coastal and Ocean Engineers
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    • v.34 no.3
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    • pp.47-57
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    • 2022
  • We carried out studies on prediction in concentration of dissolved oxygen (DO) with LSTM model and prediction in occurrence of hypoxia water mass (HWM) with decision tree. As results of study on prediction in DO concentration, a large number of Hidden node caused high complexity of model and required enough Epoch. And it was high accuracy in long Sequence length as prediction time step increased. The results of prediction in occurrence of HWM showed that the accuracy of nonHWM case was 66.1% in 30 day prediction, it was higher than 37.5% of HWM case. The reason is that the decision tree might overestimate DO concentration.

Distributional Characteristics of Escherichia coli and Water Pollution in Gwangyang Bay and Jinhae Bay, Korea (광양만과 진해만에서 대장균 Escherichia coli분포와 수질오염 특성)

  • Son, Moon-Ho;Baek, Seung-Ho;Joo, Hae-Mi;Jang, Pung-Guk;Kim, Young-Ok
    • Korean Journal of Environmental Biology
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    • v.29 no.3
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    • pp.162-170
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    • 2011
  • In order to assess the inorganic and organic pollutents characteristics in marine water, we investigated COD (Chemical Oxygen Demand), Chlorophyll a and Escherichia coli during four seasons at 20 stations of Gwangyang Bay and at 23 stations of Jinhae Bay, Korea. The bay is divided into three zones in Gwangyang and four zones in Jinhae respectively, based on the pollutent levels. In Gwangyang Bay, the high concentration (mean 4.7 mg $L^{-1)$) of COD was recorded during spring season at Zone I, which can be characterized as a semi-enclosed eutrophic area (St. 1~9). Also, Chl. a concentrations were high at Zone I (mean 14.0 ${\mu}g\;L^{-1}$). The colony of E. coli were detected during summer season at Zone II, which is influenced by Seomjin River water. The E. coli may have been entered from the river water in a large pulse during rainy season. On the other hand, E. coli was kept low levels during four seasons at the Zone III, which is influenced indirectly by surface water currents from offshore of the bay. In Jinhae Bay, the high COD and Chl. a were shown during all seasons at Zone I, which is characteristed by semi-enclosed eutrophic area of Masan and Haengam bays. The Zone I also had been shown relatively high E. coli concentration in all seasons. In constrast, other three zones did not show seasonal characteristics of the E. coli concentrations. The present study suggests that E. coli concentrations can be significantly elevated in eutrophic semi-enclosed area.

Comparison of Seawater Exchange Rate of Small Scale Inner Bays within Jinhae Bay (수치모델을 이용한 진해만 내 소규모 내만의 해수교환율 비교)

  • Kim, Nam Su;Kang, Hoon;Kwon, Min-Sun;Jang, Hyo-Sang;Kim, Jong Gu
    • Journal of the Korean Society for Marine Environment & Energy
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    • v.19 no.1
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    • pp.74-85
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    • 2016
  • For the assessment of seawater exchange rates in Danghangpo bay, Dangdong bay, Wonmun bay, Gohyunsung bay, and Masan bay, which are small-scale inner bays of Jinhae bay, an EFDC model was used to reproduce the seawater flow of the entire Jinhae bay, and Lagrange (particle tracking) and Euler (dye diffusion) model techniques were used to calculate the seawater exchange rates for each of the bays. The seawater exchange rate obtained using the particle tracking method was the highest, at 60.84%, in Danghangpo bay, and the lowest, at 30.50%, in Masan bay. The seawater exchange rate calculated based on the dye diffusion method was the highest, at 45.40%, in Danghangpo bay, and the lowest, at 34.65%, in Masan bay. The sweater exchange rate was found to be the highest in Danghangpo bay likely because of a high flow velocity owing to the narrow entrance of the bay; and in the case of particle tracking method, the morphological characteristics of the particles affected the results, since once the particles get out, it is difficult for them to get back in. Meanwhile, in the case of the Lagrange method, when the particles flow back in by the flood current after escaping the ebb current, they flow back in intact. However, when a dye flows back in after escaping the bay, it becomes diluted by the open sea water. Thus, the seawater exchange rate calculated based on the dye diffusion method turned out to be higher in general, and even if a comparison of the sweater exchange rates calculated through two methods was conducted under the same condition, the results were completely different. Thus, when assessing the seawater exchange rate, more reasonable results could be obtained by either combining the two methods or selecting a modeling technique after giving sufficiently consideration to the purpose of the study and the characteristics of the coastal area. Meanwhile, through a comparison of the degree of closure and seawater exchange rates calculated through Lagrange and Euler methods, it was found that the seawater exchange rate was higher for a higher degree of closure, regardless of the numerical model technique. Thus, it was deemed that the degree of closure would be inappropriate to be used as an index for the closeness of the bay, and some modifications as well as supplementary information would be necessary in this regard.

The distinct characteristics of phytoplankton growth response and their community structure following seven different nutrients addition in spring season of Jinhae Bay (춘계 진해만에서 농도 구배로 첨가한 영양염에 의한 식물플랑크톤 성장반응과 군집구조의 명확한 특징)

  • Son, Moonho;Baek, Seung Ho
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.10
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    • pp.6567-6574
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    • 2015
  • In order to estimate the characteristics of the growth and composition of phytoplankton according to the available nutrients, we added nitrate (0, 1, 5, 10, 20, 50, $100{\mu}M$) and phosphate (0, 0.1, 0.5, 1, 2, 5, $10{\mu}M$) to field samples in a eutrophic site (St. 1) and an oligotrophic site (St. 22) in 2010 as well as a eutrophic site (St. 1, 5), a mesotrophic site (St. 19), and an oligotrophic site (St. 22) in 2011 at Jinhae Bay, Korea. The phytoplankton growth in the areas with additional nitrates and phosphates on St. 1 were significantly different from the control (One-way ANOVA:P<0.01). The dominant species at St. 1 in 2010 were Heterocapsa triquetra and Pseudo-nitzchia spp., to which nitrate and phosphate were added, respectively. The dominant species at St. 22 in 2010 differed between treatment conditions as follows: nitrate treatment Chaetoceros spp. (${\leq}10{\mu}M$), Thalassiosira spp. ($20{\mu}M$), and Pseudo-nitzchia spp.(${\geq}50{\mu}M$) for nitrate treatment; Cylindrotheca spp. ($2{\mu}M$) and Pseudo-nitzchia spp. ($5{\mu}M$) for phosphate treatment. Phytoplankton growth in 2011 according to the added nutrient were significantly different with treatment concentrations (One-way ANOVA: P<0.01). Moreover, the beginning of exponential growth in phytoplanktons was different between the eutro-mesotrophic sites (St. 1, 5, and 19) and the oligotrophic sites (St. 22) on day 2 and day 6 respectively. This implies that phytoplankton growth in the low nutrient condition may be retarded. The dominant species at St. 1 were Eucampia spp. and Chaetoceros spp. in the low nutrient treatment compared to Skeletonema spp., and Thalassiosira spp in the high nutrient treatment. The dominant species at St. 5 and St. 19 were mostly Skeletonema spp. and Chaetoceros spp. However, the dominant species at St. 22 was Thalassiosira spp.. The results of this study showed that phytoplankton growth and composition were different in areas with different nutrient characteristics resulting from the additional nutrients. Therefore, the nutrients additional algal assay could be indirectly explained why the biomass and composition of phytoplankton in Jinhae Bay has shown spatial differences.

Nutrients And Chlorophyll $\alpha$ Variations At A Fixed Station During The Red Tides In The Jinhae Bay

  • Yang, Dong-Beom;Hong, Gi-Hoon
    • 한국해양학회지
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    • v.17 no.1
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    • pp.19-26
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    • 1982
  • 12 or 25 hours continuous observations were made for the variations of nutrients and chlorophyll ${\alpha}$ with tidal cycle at a fixed station located at a mid-channel of the Masan Bay. High nitrate concentrations were observed at the time of low tides whereas high phosphate concentrations at the time of high tides. It is suggested that anoxic bottom waters could also be the possible source of high phosphates in the outer bay. Chlorophyll ${\alpha}$ concentrations were related to the nitrates in April and to the phosphates in June and August. The possible role of growth stimulators in causing the extensive blooms of red tide organisms is suggested.

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PARTITIONING OF HEAVY METALS IN SEDIMENTS FROM JINHAE BAY, KOREA (진해만 퇴적물 중의 중금속 분포)

  • Hong, Gi Hoon;Park, Yong Ahn;Lee, Kwang Woo
    • 한국해양학회지
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    • v.18 no.2
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    • pp.180-184
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    • 1983
  • Sediments were collected from eight stations in JJJJinhae Bay and heavy metals were fractionated into the adsoibed reducible, oxidizable and residual fractions. Cd, Cu, Pb and Zn in each fraction were determined by atomic absorption spectriphotmetry. Cd was shown to be mainly in the adsorbed form, Cu in the oxidizable and resedual fractions, and Pb and Zn mainly in the seducible fractions. The total concentrations of Cu, Pb and Zn in sediments decreased gradually with increasing distance from the heak of the bay, and the relationship of linear segression was obtained.

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TREATMENT OF THE 'BLOW-OUT' FRACTURE USING MICRO-TITANIUM MESH (Micro-titanium mesh를 이용한 안와저 골절의 외과적 처치에 대한 연구)

  • Kim, Seong-Gon;Jeon, Young-Du;Yun, Kyoung-In
    • Maxillofacial Plastic and Reconstructive Surgery
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    • v.21 no.3
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    • pp.312-316
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    • 1999
  • When the external force was applied to the orbit the most thin area might be displaced. These were usually orbital floor and/or medial wall of orbit. Among these cases some who showed the entrapment of the muscle between the fractured fragments needed the surgical treatment. We had operated 4 cases of the "blow-out" fracture via subciliary approach. The entrapped muscles were freed from fragments and the bony defect was restored with micro-titanium mesh. Mean follow-up periods was 15 months and there were no complication observed.

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Port Development & Comparative Advantage Industries For The Reinforcement of Regional competitiveness : Focused on Gyeongnam Provincial Government (신항만개발, 수출경쟁산업과 지역경쟁력 - 경남지역을 중심으로 -)

  • 공덕암
    • Journal of Korea Port Economic Association
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    • v.20 no.1
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    • pp.153-172
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    • 2004
  • With swelling of Chinese Economic scale, the competitive environment is swinging over the north-east Asia countries, Korea, Japan, China, and Taiwan. As the result of this circumstance, each countries in this area has been reformed their industries. According to the expanding in ocean logistic. The trends of competition on Hub port is looking forward much more severe year after year to preoccupy in logistics competitive within this Area. On the other hand, considering competitive environment & swelling of Chinese Economic scale, the structural reforms are imperative in korea. Korea have to convert the traditional sects into new high added value sects. In these trends, provincial government also should look for the plan for reinforcement of Regional competitiveness. The focus of this study is to look for the reinforcement methods on regional competitiveness of Gyeongnam Provincial Government. First, competitive industries in Gyeongnam, and second, Masan Free Trade Zone will be surveyed from data. Finally, the effects of New Hub port developing in Pusan-Jinhae will be discussed.

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Occurrence of Stunt Nematode, Tylenchorhynchus claytoni, on Turfgrass in Korea

  • Khan, Zakaullah;Kim, Jeong-Ho;Son, Seon-Hye;Kim, Sang-Gyu;Kim, Young-Ho
    • The Plant Pathology Journal
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    • v.24 no.4
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    • pp.474-477
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    • 2008
  • During routine surveys for pest and pathogen incidences at a golf course in 2007, circular to irregular patches of stunted, chlorotic and wilted turfgrass var. Pencross were noticed in Jinhae, Gyeongnam province, Korea. Soil samples collected from those diseased patches of the golf course yielded high population (average 126 nematodes/$100\;cm^3$) of a stunt nematode, Tylenchorhynchus claytoni, which is described and illustrated in this paper with light and scanning electron micrographs. This is the first report on the occurrence of T. claytoni in turfgrass in Korea.

Performance of Dish-Stirliling Solar Power System (Dish-Stirling 태양열 발전시스템 운전 및 성능분석)

  • Kim, Jin-Soo;Kang, Yong-Heack;Lee, Sang-Nam;Yoon, Hwan-Ki;Yu, Chang-Kyun;Kim, Jong-Kyu;Jo, Dok-Ki
    • 한국신재생에너지학회:학술대회논문집
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    • 2006.11a
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    • pp.180-183
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    • 2006
  • As a final step for developing a small-scale solar thermal power generation technology, a demonstration project for a dish-stirling power system has been carried out by KIER. During the two years project period, 10kW solar-only power system was built in Jinhae city and successful solar operations were demonstrated. In this paper an example of typical clean day operation and analysis results was introduced.

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