• Title/Summary/Keyword: 고수

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Prediction of Sea Surface Temperature and Detection of Ocean Heat Wave in the South Sea of Korea Using Time-series Deep-learning Approaches (시계열 기계학습을 이용한 한반도 남해 해수면 온도 예측 및 고수온 탐지)

  • Jung, Sihun;Kim, Young Jun;Park, Sumin;Im, Jungho
    • Korean Journal of Remote Sensing
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    • v.36 no.5_3
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    • pp.1077-1093
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    • 2020
  • Sea Surface Temperature (SST) is an important environmental indicator that affects climate coupling systems around the world. In particular, coastal regions suffer from abnormal SST resulting in huge socio-economic damage. This study used Long Short Term Memory (LSTM) and Convolutional Long Short Term Memory (ConvLSTM) to predict SST up to 7 days in the south sea region in South Korea. The results showed that the ConvLSTM model outperformed the LSTM model, resulting in a root mean square error (RMSE) of 0.33℃ and a mean difference of -0.0098℃. Seasonal comparison also showed the superiority of ConvLSTM to LSTM for all seasons. However, in summer, the prediction accuracy for both models with all lead times dramatically decreased, resulting in RMSEs of 0.48℃ and 0.27℃ for LSTM and ConvLSTM, respectively. This study also examined the prediction of abnormally high SST based on three ocean heatwave categories (i.e., warning, caution, and attention) with the lead time from one to seven days for an ocean heatwave case in summer 2017. ConvLSTM was able to successfully predict ocean heatwave five days in advance.

Acute Toxicity of Emulsifiable Concentrate of Coriander Essential Oils against Cyprinus carpio (고수 정유를 원제로 하는 유제 제형의 잉어에 대한 급성독성)

  • Nam, Tae-Hoon;Jeon, Hwang-Ju;Kim, Kyeongnam;Choi, Yeonseo;Lee, Sung-Eun
    • Korean Journal of Environmental Biology
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    • v.34 no.3
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    • pp.208-211
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    • 2016
  • Essential oils (EOs) extracted from plants possess various biological activities and have been considered as natural insecticides due to their potent insecticidal activities. In regard to develop natural insecticides, EOs are formulated as an emulsifiable concentrate and their acute toxicity against to fishes were determined in a static condition using Cyprinus carpio. Coriander EO was used as an active ingredient mixed with ethanol for solvent and various surface active agents. The tested EOs were obtained from a commercial market, and three different extractions were also undertaken to produce EO using steam distillation, solvent extraction, and supercritical fluid extraction. Among the emulsifiable concentrate including a commercial coriander EO, surface active agents such as Tween 80, sodium dodecyl benzene sulfonate (SDBS), and mixture of SDBS and Nonidet showed acute toxicity to the fish. With the three different EO extraction, coriander EO obtained from supercritical fluids with Triton X-100 exhibited acute toxicity to C. carpio. Taken together, Tetgitol and Nondet are considered as surface active agents for the emulsifiable formulation of coriander EO.

Effects of Sex Steroid Hormones and High Temperature on Sex Differentiation in Black Rockfish, Sebastes schlegeli (성스테로이드 호르몬과 고수온 처리가 조피볼락, Sebastes schlegeli의 성분화에 미치는 영향)

  • LEE Chi Hoon;NA Oh Soo;YEO In Kn;BAEK Hea Ja;LEE Young Don
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.33 no.5
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    • pp.373-377
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    • 2000
  • This study Investigated the effects of $estradiol-l7{\beta} (E_2)$, $17{\alpha}-methyltestosterone$ (MT) and high temperature (WT) on gonadal sex differentiation in black rockfish, Sebastes srhlegeli. fish were reared to oral adminstration of E, at nominal concentrations of $20, 40 and 60 {\mu}g/g diet$, and MT at nominal concentration of 20 and $50 {\mu}g/g$ diet from 56 days to 77 days after parturition. In the treatment of WT, water temperature of the breeding tanks ranged $27.0{\pm}0.5^{\circ}C$ more than $10^{\circ}C$ approximately, in comparison to the control and other experimental group, In the process of sex differentiation until 56 days after parturition, gonads were composed of mostly gonia cells, sexually undifferentiated. In contrast, 128 dal's after parturition, the ovaries were composed of ovarian cavity and lamellae, and oogonia and perinucleolus oocytes were distributed in the lamellae of ovary, and the testes were composed of a number of seminiferous tubule, and spermatogonia were distributed in the seminiferous tubule, and also melanophore scattered in the matrix layer of testis. In the sex ratio, more females than male were observed from $E_2$. treatment groups when compared to the control, but more males than females were observed from MT and WT treatment groups when compared to the control. In the results of the present study, the concentration and kinds of the sex steroid hormones, and also the rearing high temperature caused to the factor of sex determination in the process of sex differentiation of black rockfish.

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The review about ultra long subsea tunnel design under high water pressure (고수압 초장대 해저터널에 관한 연구)

  • Jun, Duk-Chan;Kim, Ki-Lim;Hong, Eui-Joon;Kim, Chan-Dong;Lee, Young-Joon;Hong, Cheor-Hwa
    • Journal of Korean Tunnelling and Underground Space Association
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    • v.19 no.6
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    • pp.829-843
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    • 2017
  • Subsea tunnel needs to be built over 50 km long to connect between nations and continents. However there are only 19 tunnels longer than 5 km until recently. And there is no history of constructing and operating tunnel longer than 50 km. In Korea, subsea tunnels with a length of more than 50 km are being planned, such as Korea~Japan, Korea~China, Honam~Jeju subsea tunnels. Because of the geographical conditions of Korea, most of these tunnels are inter-contry tunnels. So technology preemption for the subsea tunnel construction is getting more and more important. Most of these subsea tunnels are ultra-long tunnels under high water pressure conditions. So new technologies are required such as ventilation and disaster prevention of high-speed tunnels, securing of structural stability under high pressure conditions, and pressure reduction in high-speed conditions. These technologies are different from those of ground tunnels. Therefore, this paper describes the ultra-long subsea tunnel design under high water pressure of maximum 16 bars through the Honam (land) - Jeju (island) virtual subsea project. We proposed a reasonable solution to various problems such as securing structural stability in high pressure condition and ventilation disaster prevention system of ultra long-tunnel.

Calculation of high discharge under hydrological conditions with probability frequency - Focusing on the Seolmacheon catchment - (확률빈도를 갖는 수문조건에서의 고유량 산정 - 설마천 유역을 중심으로 -)

  • Kim, Dong Phil
    • Proceedings of the Korea Water Resources Association Conference
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    • 2021.06a
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    • pp.385-385
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    • 2021
  • 하천에서 실제로 유속 2.0m/s 이상 발생할 시 유량측정은 매우 급변하는 유속과 수위변화에 따른 측정값의 불확실성, 운영적인 측면에서의 시·공간적 한계 등으로 고유량에 대해 정확한 유량을 산정하기 어려운 실정이다. 그리고 국가하천은 최소 80년 빈도 이상, 지방하천은 최소 50년 빈도 이상의 확률강우량 채택을 통해 고유량에 해당하는 계획홍수량을 산정하고 있으나, 실제로 높은 호우의 빈도는 쉽게 발생하지 않아 유량측정성과가 부재하거나 매우 극소수에 불과한 상황이다. 따라서 유량측정성과는 대상하천의 계획홍수량(계획홍수위) 이하의 수준, 즉 중규모 수위 이하의 구간에서 대부분의 성과를 가지고 있으므로 고유량 산정은 고수위 외삽추정식에 의존할 수밖에 없다. 고수위 외삽추정은 대체로 기 유량측정성과(h, q)와 통수단면적(AD1/2) 자료를 이용하는 Stevens 방법을 주로 이용하며, 이 방법은 하폭에 비해 수심이 비교적 작은, 얕은 하천과 기 유량측정성과가 추정하려는 고수위 구간에 근접한 경우에 적용성이 매우 용이하다고 할 수 있다. 설마천 유역 전적비교 수위관측소의 경우는 수위 4.110m까지 최대로 통수할 수 있으며, 하폭은 24.230m, 관측 최고수위는 3.194m, 유량측정성과 최대수위는 1.613m(40.303m3/s)이다. 설마천 유역에 대해 Stevens 방법을 적용하는 경우 위 조건을 만족하지 않으므로 다른 방법으로의 접근이 필요하다. AMC-III 조건의 선행강수량과 지속기간 1시간을 갖는 최대강우강도별 관측도달시간 자료를 통해 관계식을 유도하였으며, 강우 빈도해석의 결과인 지속기간 1시간의 빈도별 강우강도에 해당하는 도달시간을 유속으로 환산하는 과정을 거쳤다. 그 결과 유속은 1.808m/s(2년 빈도_43.3mm)~4.254m/s(500년 빈도_101.9mm)이며, 기 유량측정성과의 결과인 수위, 통수단면적, 유속, 유량, 최대강우강도(86.1mm_80년 빈도)가 발생했을 때의 해당 유속(도달시간 환산값), 수위, 통수단면적을 통해 최종적으로 빈도(년)별 유속, 수위, 유량을 결정하였다. 한국하천일람(2018)에서 제시된 설마천 전체 유역의 80년 빈도 계획홍수량(315m3/s, A=17.59km2) 값은 전적비교 수위관측소(A=8.48km2)와 직접적인 비교는 어렵지만, 유역면적비(0.482)를 적용한 추정된 계획홍수량은 약 152m3/s 볼 수 있다. 상기의 빈도별 유속, 수위, 통수단면적 결과인 80년 빈도(86.1mm)-유속(3.594m/s)-수위(3.194m)-통수단면적(53.197m2)에 해당하는 계산된 유량은 191.212m3/s로 분석되었다. 그리고 최대통수가 가능한 수위 4.110m의 계산된 유량은 313.674m3/s(약 424년 빈도 추정, 유속 4.203m/s, 통수단면적 74.761m2)로 결국에는 빈도(년)에 해당하는 수위-유량관계식(고수위 외삽추정식)을 통해 고유량을 산정할 수 있었다.

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Studies on Increasing the Efficiency of Nitrogen Nutrition (질소영양(窒素營養)의 효율증진(效率增進)에 관(關)한 연구(硏究))

  • Kwack, Pan-Ju
    • Applied Biological Chemistry
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    • v.11
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    • pp.151-166
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    • 1969
  • I. Fffects of nitrogen supplying level and culture condition on the top growth aod tubers formation of Ipomoea Batatas. 1) The low level nitrogen (A plot) 3 Milliequivalent per liter of nutrient solution stimulated tuber formation while the high level nitrogen ($B_1\;and\;B_2$ plot) of 10 milliequivalent per liter failed to form tuber though fibrous roots were seen much activated. The suppressive effect of nitrogen on tuber formation in presumed to result from the direct suppressive effect of nitrogen or a certain biocatalystic effect rather than from any indirect effect through the stimulation to growth of tops or the competition with carbohydrates. 2) The addition of milligram urea to nutrient solution stimulated the growth and increased fresh weight and dry weight of the aerial part while suppressed, a little, plant length. 3) The water culture method, which this experiment newly adopted, stimulated plant growth more than the gravel Culture method. And the treatment of low level nitrogen (A plot) in this water culture also saw a considerable degree of tuber formation, as in the case of gravel culture. 4) The foliar application of growth retardant B-nine suppressed the plant length only, with no other recognizable effect. II. Fffects of urea supplying level on the growth of IPOMOEA BATATAS. 1) The higher level of urea which was absorbed tby roots through nutrient solution suppressed top growth, such as plant length, number of leaves and fresh weight. And this can be attributed to the direct absorption of urea which was not ammonificated. 2) Although the higher level of nitrate nitrogen (B plot) made no tuber formation in previous experiment (Report-1), the higher level of urea nitrogen (A plot) made tuber formation possible in this experiment. The ratio of tuber to top was, however, less in higher level of urea than in lower level of urea, and the suppressing effect was larger on tuber than on top. 3) The foliar application of urea stimulated top growth while the higher level of urea absorbed by roots suppressed it, though the amounts of urea supplied in two experiments were same. Ratio of top to roots was larger in foliar application of urea (C plot) and less in root absorption of urea both of higher (B plot) and lower urea levels (A plot). III. Fffects of growth retardant etc. on the growth of IPOMOEA BATATAS in relation to urea application. 1) B-nine (N-dimethyl amino-succinamic acid) is recognized as a growth retardant, suppressed the plant length irrespective of urea levels. The treatment of gibberellin stimulated distinctly plant length, and the combined treatment of gibberellin and B-nine recovered completely the plant length which had been suppressed by B-nine. 2) B-nine increased fresh weight, especially, fresh weight of top both in lower and higher level of The degree of fresh weight increase varied according to concentrations of B-nine, of which the 0.15% of B-nine ($B_1$ plot) was the effective in higher level of urea. The effect of B-nine for increasing fresh weight was the largest in top next in tuber, and the least in fibrous roots. The ratio of fibrous roots to top was always decreased by B-nine application, which the ratio of tuber to top was contrary increased by B-nine in higher level of urea though decreased in lower level of urea. 3) Gibberellin treatment also increased fresh weight but the combined treatment ($B_3$+GA plot) of gibberellin and B-nine was even more effective than any of single treatments. Gibberellin and B-nine proved to be synergistic with fresh weight while reverse with plant length. 4) Considerable influences were abserved mainly in the length of plants and their fresh weight after B-nine treatment. So that B-nine may be reguraded as a metabolic controller rather than as an antimetabolite. 5) The surpressed growth of plants cause by higher level of urea was normalized by B-nine treatment. This fact suggested a further study on the applicability for practical use.

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