• 제목/요약/키워드: principal period-2 component

검색결과 100건 처리시간 0.027초

Comparison of Isoflavone Composition and Content in Seeds of Soybean (Glycine max (L.) Merrill) Germplasms with Different Seed Coat Colors and Days to Maturity

  • Choi, Yu-Mi;Yoon, Hyemyeong;Lee, Sukyeung;Ko, Ho-Cheol;Shin, Myoung-Jae;Lee, Myung-Chul;Oh, Sejong;Desta, Kebede Taye
    • 한국자원식물학회지
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    • 제33권6호
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    • pp.558-577
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    • 2020
  • Isoflavone contents in soybean seeds are affected by both genetic and environmental factors. Correlation analysis between these factors and isoflavone contents are considered as valuable inputs when breeding improved soybean cultivars. In this study, the seeds of 49 soybean accessions grown in Korea were grouped as black, yellow, green, yellowish-green, pale yellow, and green with a black spot based on their seed coat colors. The contents of 12 isoflavones were analyzed and the association between isoflavone content and seed coat color was determined. The accessions were also grouped as early, intermediate, and late-maturing based on their days to maturity. Out of the 12 isoflavones, 11 were found in 2 accessions, 9 in 18 accessions, 8 in 11 accessions, 7 in another 11 accessions, and 6 in 7 accessions. The total isoflavone content (TIC) in black, yellow, green, yellowish-green, pale yellow, and green with black spot soybeans was in the ranges 2.110 ~ 5.777, 2.487 ~ 4.733, 2.185 ~ 4.413, 2.681 ~ 4.065, 1.827 ~ 4.085, and 3.376 ~ 4.133 mg/g, respectively. The average TIC was highest in green with black spot soybeans (3.616 mg/g), and lowest in pale yellow soybeans (2.875 mg/g). Besides, the average TIC was lowest in early maturing accessions compared to late- and intermediate-maturing accessions. TIC was strongly correlated to malonylgenistin (r = 0.91) and malonyldaidzin (r = 0.78) contents, and poorly correlated to glycitein (r = 0.04) and malonylglycitin (r = 0.18) contents. Also, days to maturity showed strong correlation with malonylgenistin (r = 0.47) content and TIC (r = 0.38). The principal component analysis outlined accessions with high TIC and diverse isoflavones along the first and second components, respectively. The results of the present study depicted that green soybeans with a black spot could be sources of high TIC. Furthermore, late-maturing accessions with diverse isoflavones in their seeds could be useful in future agricultural systems in Korea.

중환자 가족의 요구 요인 분석 연구 (Factor Analysis of the Seriously-ill Patient인s Family Needs)

  • 권성복;이미라
    • 대한간호학회지
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    • 제17권2호
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    • pp.122-136
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    • 1987
  • A group of studies revealed that family members of the seriously ill patient had some needs during the period of patient's hospitalization. Needs of the seriously-ill patient family could be classified into three aspect, i. e. needs on the prognosis of patient, needs on the well-being of family members themselves and needs on hospital environment. Several instrument were developed to measure the needs of the seriously ill patient, but their content tended to overemphasize the aspect of the prognosis of patient. The purpose of this study was to develop a new instrument to measure the needs in the aspect of the seriously ill patient's family themselves in details to increase the cummulative Percentage of the scale. Subjects were 134 family members of the seriously-ill patients, who were bung cared in ICU of seven university hospitals and data were collected from march 16, 1987 to April 11, 1987. The instrument used in this study was made by the author on the basis of results of literature review. Content valitity of the instrument was tested by a professor majoring in nursing and reliability by calculation of Cronbach's α with data of the respondents. Data was analyzed as follows, using SAS, computer system. Factor structures of the seriously ill patients' family needs were elicited by factor analysis. The programme was the Principal Component Factor Analysis Method of factoring employing Varimax Orthogonal Rotation. The influences of the demographic variables on the degree of the seriously-ill patients' family need were analyzed by t-test and P-test. Results were as follows. 1. Needs of the seriously-ill patients' family elicited and their cummulative percentage were: Needs to be supported emotionally, 29.2% Needs to be informed on facilities available, 9.6% Needs to be informed on the patient's prognosis, 7.7%. Needs to be supported spiritually, 5.1%. Needs to be informed on hospital environment, 4.2%. Needs to be helped to spare time, 3.9%. Needs to be informed on their role, 3.5%. Needs to be present near patient, 3.3%. 2. Educational background was found to influence on some factors. College-graduate group had higher Bevel of needs to be . informed on facilities available to be informed on the patient's prognosis, needs to be supported spiritually, needs to be helped to spare time, needs to be informed on their role than high school graduate group. 3. Among the parents, sons and daughters and the relative groups, the parents of the seriously ill patient had highest level of needs to be present near patient. Suggestions for further studies were as follows. 1. As the instruments used in the previous studies had high cummulative percentages in the aspect of the prognosis of patient and that in this study in the aspect of the prognosis of patient and that in this study in the aspect of the seriously ill patient's family themselves, development of a new instrument which combined the items of both of them is needed. 2. A study to clarify the influence of type and number of admission on need to be supported emotionally is needed.

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국민식생활(國民食生活) 향상(向上)을 위(爲)한 곡류제품(穀類製品)의 경제적( 經濟的) 영향강화(營養强化)에 관(關)한 연구(硏究) (A Study on the Economical Nutrition Supplement of Cereal Food for Improvement in our National Eating Habits)

  • 주진순;유종열;김숙희;이기열;한인규
    • Journal of Nutrition and Health
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    • 제6권1호
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    • pp.1-9
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    • 1973
  • I. Subject of the Study: Studies on the economical nutrition supplement of cereal foods for the improvement in our notional eating habits. II. Purpose and Importance of the Study: 1. Our nation is confronted with the situation that the rice, a principal food, short of some essential amino acids, lysine and threonine, leads to imbalanced meals insufficient in the nutrient of protein, to bring many difficulties in the elevation of our national physique. 2. The shortage of even the rice imperfect in the nutrient of protein makes the import of lots of foreign rice inevitable. It is considered that the protein supplement and decrease in the consumption amount, of rice, is a serious key to the solution of our food difficulty, and then a way of the proetin supplement of rice through the addition of essential amino acid is to be rarely applied in the view of the our present finance and situation. 3. In the present experiment, therefore, it aims to the suggestion of an aspect of the improvement in our national eating habits guiding in the nutrition elevation which our nation can afford economically through the development of first, a way of the protein supplement by the mixture of cereals producted plentifully in our country, and second, a way of the decrease in the consumption amount and the improvement in the nutrition of rice through the substitution of the other cereals for rice. III. Contents of Scope of the Study: 1. Objects of the study: Objects of the study are the following three items; a) The nutrition supplement of rice through the mixture of cereals. Our nation makes mainly rice as a principal food, but practically many kinds of cereal are produced in our country. They contain different levels and qualities of each nutrient and they are different from one another in the kinds of essential amino acid consisting protein. For that reason, the mutual complement efficeincy of insufficient nutrients is observed through the mixture of cereals. b) The nutrition supplement of rice through the addition of superior protein sources to rice, a principal food. The development of rice as superior foods in the sense of nutrition is conducted through the risement in protein quality by the addition of protein sources in good quality, for example, fish flour (anchovy flour), egg powder, milk powder, and so on, and through the supplement of vitamins and minerals. c) The decrease in the consumption amount of rice through the substitution of the other cereals for rice, as a principal food. The compensation for the short amount of rice is made by the reduction in the consumption of rice through the discovery of a way of substitution of the other cereals for rice, as a principal food and of the settlement of problems in nutrition and finance subsequent to this. 2. Contents of the study: a) An ideal mixture-ratio of cereals is established for rats by feeding mixed foods(rice-barely or rice-wheat) containing 5%, 15%, 25%, 35% and 45% level of either barely or wheat. b) The nutritive value is determined in the whole subsititution of other foods for rice, and then, a way of the complement of over and under nutrients is devised. c) The ideal combination is investigated for rats through feeding mixed foods of main food, rice and supplement foods of protein sources, soy bean, fish flour, egg powder and milk Powder. d) According to results from the above three experiments, the concise functional test for men and the examination of economical property are made. 3. Scope of the study: a) The observation of the effect of each diet on the growth rate for rats. The growth rate of rats was observed for 15 groups of mixed foods of a main food, rice, and wheat flour, barley powder or soy bean powder, respectively, and 12 groups of wheat flour diets supplemented with $1{\sim}3%$ milk powder, and rice or wheat flour diets supplemented with 5% of milk powder, egg powder, fish flour or soy bean powder, respectively. b) The determination of food consumption. The food consumption was determined at weekly intervals for 27 kinds of diet described in a) item. c) The determination of food efficiency rate. The food efficiency rate for each diet was determined by calculation from the gained body weight and the food consumption amount at the same intervals described in b) item. d) The determination of protein efficiency rate. The protein efficiency rate for each diet was determined by calculation form gained body weight and the protein amount of the food consumption amount at the same intervals described c) item. e) The determination of the body component. The hematocrite and hemoglobin levels in the blood, total nitrogen in the serum, blood sugar, and lipids and glycogen in the liver were determined. f) The observation of nitrogen balance. As a means of the observation of nitrogen balance, the total nitrogen in the urine was determined. g) The analysis of economical property. The economical property was analyzed as the gained body weight to the amount equivalent to one won through the conversion of the food consumption amount into money. h) The functional test for men. The concise functional test for men was made in order to establish if the best diet for experimental animals can be applied to men. IV. Results of the Study: The national food product plan, nationwide nutritive enlightment and the improvement activities in our country eating habits, especially, mixed and powder food problems are to be significantly referred, and the following results must be applied. a) In the mixed foods of cereals, the mixed food of the rice-barley containing $5{\sim}15%$ level of barley is best in terms of nutrition. b) The addition of superior protein sources, egg, Bilk, soy bean, or fish, respectively to either rice or wheat flour makes a great risement in the nutritive value. c) The animal protein is more effective in the elevation of nutritive value of cereals. d) Rice takes the most nutritive operation and has the highest preference, among rice, wheat flour and barley. e) Wheat flour is more economical than rice in evaluation of the gained body weight to the regular money, and the addition of fish or soy bean is more economical than that of any other supplement food. But the above results are true of the range of nutrition and economical property. f) The study on the nutrition composition and barley will lead to the improvement in our national eating habits as mixed food of the rice-barley containing $5{\sim}15%$ level of barley is more nutritive. g) This study on the nutrition only for the growing animal can not be considered as a perfect and entire evaluation. Consequently, the perfect data for our national nutrition can be obtained from the experiment similar to this for the much longer period examining, in details, the growth rate, change of physical strength, mental and bodily change, average life span, and resistance ability to infectious diseases.

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대응일치분석을 이용한 4년제 대학졸업자들의 취업훈련기관별 노동시장 성과에 영향을 미치는 요인 (The Determinants of Labor Market Outcomes in Four-year graduates through Principal Component Analysis and Correspondence Analysis By training institution)

  • 채희원
    • 한국산학기술학회논문지
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    • 제18권4호
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    • pp.235-241
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    • 2017
  • 본 연구는 한국교육고용패널(Korean Education and Employment Panel ; KEEP) 데이터를 활용하여 국내 4년제 대학 졸업자들을 대상으로 노동시장 진입을 위한 성과 요인을 고찰하고, 훈련기관에 따라 노동시장 성과가 어느 정도의 관계를 맺고 있는가를 탐색하는 것을 주 목적으로 첫 일자리 이행기간에 영향을 미치는 노동시장 성과요인을 분석하였다. 노동시장 성과를 각각 (1) 첫 일자리 이행기간 (2) 고용형태 (3) 임금수준으로 명명하였다. 응답자가 취업을 위하여 훈련받은 기관의 특징가진 명목변수와 대응일치분석(correspondence analysis)을 실시하였다. 양자 간의 연관성을 가시적인 방법으로 나타내기 위함이다. 그 결과 첫째, 첫 일자리 이행기간이 가장 짧은 훈련기관은 공공기관으로 사설학원, 대학 순으로 분석되었다. 둘째, 고용형태 별로는 공공기관은 사설학원과 대학과 비교하여 상대적으로 일용직의 비율이 높았다. 셋째, 임금수준 별로는 공공기관의 경우 임금수준 1범위에서 3범위까지의 분포를 보였고, 사설학원의 경우는 임금수준 2범위에서 4범위까지 높은 분포를 보였다. 이러한 결과를 기반으로 청년층의 사회진출 시 훈련기관별 노동시장 성과의 차이를 분석해 볼 수 있어, 훈련기관별 청년층 구직자의 특성에 대해서 알 수 있는 기초 자료를 제공하고, 고용과 교육 고용복지를 포괄하는 정책이 확충되어야 함을 제언하였다.

고해상도 다분광 인공위성영상자료 기반 시화 간척지 갯골 변화 양상 분석 (Analysis of Tidal Channel Variations Using High Spatial Resolution Multispectral Satellite Image in Sihwa Reclaimed Land, South Korea)

  • 정용식;이광재;채태병;유재형
    • 대한원격탐사학회지
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    • 제36권6_2호
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    • pp.1605-1613
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    • 2020
  • 갯골은 갯벌 퇴적의 형성과 발달에 가장 핵심적인 구실을 하는 해안퇴적지형으로써, 갯벌 퇴적/침식 지형의 이해와 분포 파악에 있어 매우 중요한 지표로 여겨진다. 본 연구는 KOMPSAT 고해상도 위성영상자료를 활용하여 시화호 간척지의 방조제 수문 개방 이후 시기별 갯골 변화 양상을 파악하고, 고해상도 위성 영상의 활용 가능성 및 효율성 평가하는데 목적을 가진다. 갯골 선 추출을 위해 2009년, 2014년, 2019년 세 시기를 대상으로 KOMPSAT 2, 3 영상을 활용하였으며, 각 4개의 분광 밴드를 활용한 주성분 분석 및 기본 신경망 기반 감독 분류와 Normalized Difference Water Index, Matched Filtering 및 Spectral Angle Mapper 감독 분류 기반의 밴드 비연산 기법을 적용하였다. 추출한 갯골 정보의 검증을 위해 국토지리정보원 수치지도정보 및 중해상도 Landsat 7 ETM+ 영상자료를 활용하였다. 검증 결과, 갯골 선의 방향성 및 분포 양상 변화 감지 부분에서 KOMPSAT 영상 자료가 Landsat 7 영상과 비교하여 검증자료와 큰 일치성을 나타냈다. 하지만 갯골 선 밀도 분포 파악 및 퇴적 지형 발달과 관련된 유의미한 정보의 제공에 있어서는 한계를 가질 것으로 확인되었다. 본 연구는 국내 조간대 환경 이슈에 대응하는 방안으로써 KOMPSAT 영상 기반 고해상도 원격 탐사의 활용 가능성을 제시할 수 있을 것으로 기대되며, 조간대 환경 일대를 대상으로 하는 다종 플랫폼 영상 기반 융·복합 주제도 작성을 위한 기초연구자료로써 이용될 수 있을 것으로 기대된다.

임부의 모성 정체성 측정을 위한 척도개발 (Development of a Maternal Identity Scale for Pregnant Women)

  • 김혜원;홍경자
    • 대한간호학회지
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    • 제26권3호
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    • pp.531-543
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    • 1996
  • This study was done to develop a Maternal Identity Scale for Pregnant Women and to test the validity and reliability of the scale. A convenience sample of 161 pregnant women were asked to complete the MISP questionnaire which consisted of 45 item, this was done from December 20, 1995 to January 15, 1996. The research procedure were as follows. The first step was to identify a conceptual definition of maternal identity using Robin(1984)'s maternal identity and maternal experience during pregnancy. The second step was to operationalize the maternal identity, that is, perception of image possible of selves as mother, maternal role play by imagination, and the experiences of various emotional responses which are embedded in the mother-fetus dyad. The third step was item development which resulted in 45 items as appropriate measurement of maternal identity are except for the perception of image possible of selves as mother. The result findings were as follows : 1) Four factors for MISP (finally 40 items) were extracted through the principal component analysis and varimax rotation, and these contributed 49.3% of the variance in the total score. All 40 items in the scale loaded above .43 on one of 4 factors. 2) Each factor was named : factor 1 was named maternal role imagery and has 10 items, factor 2 was named happiness and has 11 items, factor 3 was named maternal fetal interaction and has 10 items, and the last factor 4 was named negative emotion and has 9 items. 3) Cronbach's -alpha coefficient for internal consistsncy was .92 for the total 40 items and .89, .90, .86, .78 for the four subscales in that order. Recommendations are suggested below : 1) The developed MISP be used to assess maternal readiness in pregnancy. 2) Replication study be done to test validity and relaibility. 3) For the overall measure of Maternal Identity in Pregnancy, scale for the perception of image possible of selves as mother, and cognitive domain be reorganized for the maternal identity in pregnancy. 4) It is necessary to identify variables that influences maternal pregnancy. 5) It Is necessary to identify that maternal identity in pregnancy is a reliable index of motherhood, to do correlation studies on maternal identity and major maternal variables in maternal transition period, to reoperationalize the maternal identity in postpartum, and finally to designate a longitudinal study of the maternal identity changes or stabilities.

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암환자의 고통 측정도구 개발에 관한 연구 (Development of a Tool to Measure Suffering in Patients with Cancer)

  • 강경아
    • 대한간호학회지
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    • 제29권6호
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    • pp.1365-1378
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    • 1999
  • This study is a methodological research study to develop an instrument to measure in patients with cancer and to test the validity and reliability of the instrument. The research procedure was as follows : 1) The first step was to develop conceptual framework based on a comprehensive review of the literature and in-depth interviews with patients with cancer. This conceptual framework was organized in to three dimensions (the intrapersonal dimension, the significant-other and context related dimension, the transcendental dimension). Initially 59 items were adopted. 2) These items were analyzed through the index of content validity(CVI) and 53 items were selected which met more than 80% on the CVI. 3) The pretest was carried out with 87 patients with cancer. After the pretest results were analyzed by item analysis, 44 items were selected. A second test of content validity was conducted and 6 items were eliminated considering the 80% CVI. 4) To test for reliability and validity, data collection was done during the period from January 25, 1999, to February 26, 1999. The subjects for the test were 160 patients with cancer and 185 healthy persons. analysis, item analysis and multitrait-multimethod method to analyze validity. The findings are as follows : 1) The Cronbach's alpha coefficient for internal consistency was .92 for the total 38 items and .79, .82, .85, for the three dimensions in that order. 2) The item analysis was based on the corrected item to total correlation coefficient( .30 or more) and information about the alpha estimate if this item was dropped from the scale. 3) As a result of the initial factor analysis using principal component analysis and varimax rotation, one item was deleted because of factor complexity (indiscriminate factor loadings). In the secondary factor analysis, 7 factors with eigenvalue of more than 1.0 were extracted and these factors explained 56 percents of the total variance. The seven factors were labeled as 'family relationship', 'emotional condition', 'physical discomfort', 'meaning and goal of life', 'contextual stimuli', 'change of body image', 'guilt feelings'. 4) The convergence effect between this instrument and the life satisfaction scale was identified and there was significant positive correlation(r= .52, p= .00). The discriminant validity between this instrument and the depression scale(CES-D) was tested and there was significant negative correlation(r= -.50, p= .00). The instrument for accessing the suffering of patients with cancer developed in this study was identified as a tool with a high degree of reliability and validity. In this sense, this tool can be effectively utilized for assessment in caring for patients with cancer.

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마늘 첨가량에 따른 김치의 발효 중 품질 특성 변화 (Quality Characteristics of Kimchi according to Garlic Content during Fermentation)

  • 최윤정;황예슬;홍성욱;이미애
    • 한국식품영양과학회지
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    • 제45권11호
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    • pp.1638-1648
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    • 2016
  • 마늘의 함량에 따른 김치를 제조하여 품질 특성을 비교한 결과 마늘의 함량이 적을수록 pH의 감소와 산도의 증가 속도가 빠른 경향을 보여 김치의 적숙기에 빠르게 도달하였다. 또한, 마늘을 첨가하지 않을 경우 초기 균수가 많아서 발효가 빨리 진행되고, 마늘의 함량이 증가할수록 초기 발효가 느리게 진행되는 것을 확인할 수 있었다. 이러한 결과는 유기산과 유리당의 변화에서도 확인할 수 있었다. 유기산의 경우 초기 김치에서는 acetic acid를 제외한 5종의 유기산이 검출되었으며, lactic acid와 acetic acid는 저장기간 동안 증가하였다. 특히 초기 김치에서 citric acid는 마늘 함량이 많을수록 그 함량이 많았으며, lactic acid는 마늘 함량이 많을수록 그 함량이 적게 나타났다. 주된 유리당은 maltose, glucose, galactose, fructose, mannitol이었으며, 모든 처리군에서 glucose와 fructose가 가장 큰 비중을 차지하였다. Glucose는 저장 초기에 많이 감소한 반면에 fructose는 저장 초기보다는 후기에 감소하는 경향을 나타내었다. 향기 패턴은 마늘의 함량이 높을수록 제1주성분인 F1이 negative(-)에서 positive(+)로 이동하는 경향을 나타내었을 뿐만 아니라 처리군 간의 차이도 큰 것을 확인할 수 있었다. 관능적 특성에서는 마늘 첨가군의 경우 마늘의 함량이 많을수록 초기 발효 진행이 느려 이취, 이미의 점수는 낮고, 조직감에서 높은 점수를 받았다. 따라서 김치 제조 시 마늘을 첨가하지 않은 것보다 첨가하는 것이, 그리고 그 함량이 많을수록 김치의 적숙기에 늦게 도달하는 것으로 생각한다.

군집분석과 이변량 확률분포를 이용한 가뭄빈도해석 (Drought Frequency Analysis Using Cluster Analysis and Bivariate Probability Distribution)

  • 유지영;김태웅;김상단
    • 대한토목학회논문집
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    • 제30권6B호
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    • pp.599-606
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    • 2010
  • 우리나라의 경우 짧은 강우 관측 기간으로 인해 지점빈도해석에 의한 가뭄분석은 불확실성이 크다는 문제가 있어 가뭄에 대한 지역빈도해석의 적용이 필요하다. 본 연구에서는 강우의 경향이나 크기를 고려하기 위해 단기가뭄을 나타내어 줄 수 있는 3개월 이동평균강우량과 장기가뭄을 나타내어 줄 수 있는 12개월 이동평균강우량을 산정한 후, 가뭄분석을 수행하기 위한 가뭄특성변수를 추출하였다. 가뭄특성변수를 이용하여 주성분분석과 군집분석을 수행하여 가뭄의 동질성을 갖는 관측지점들을 구분하였다. 또한, 본 연구에서는 지역별 가뭄빈도해석을 위해 이변량 확률분포함수를 적용하였으며, 가뭄 특성(가뭄 지속기간과 심도)의 상호 관계를 고려하여 지역적 가뭄특성을 종합적으로 판단하였다. 또한 이변량 핵밀도함수의 적용을 통해 가뭄 발생의 분포 및 경향성을 가장 근접하게 나타내어 줄 수 있는 결합 확률밀도함수를 추정하고, 군집지역별 2개월, 5개월, 10개월, 20개월의 가뭄지속기간과 5년, 10년, 20년, 50년, 100년의 재현기간에 따른 지역적 가뭄특성을 분석하였다. 그 결과 금강하류, 영산강의 일부 권역 및 남해안 일대에서 상대적으로 큰 가뭄심도가 발생하는 것으로 나타났다.

Cochlodinium polykrikoides 적조의 최초발생해역인 나로도 주변 해역의 해양환경 (Marine Environments in the Neighborhood of the Narodo as the First Outbreak Region of Cochlodinium polykrikoides Blooms)

  • 이문옥;문진한
    • 한국해양환경ㆍ에너지학회지
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    • 제11권3호
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    • pp.113-123
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    • 2008
  • 유독성 Cochlodinium polykrikoides 적조의 최초발생해역으로 알려져 있는 나로도 주변 해역의 해양환경적 특징을 조사하기 위해서 1992년부터 2007년까지 국립수산과학원이 실시한 해양환경측정망 자료 및 적조정보자료와 고흥지방의 기후자료 등을 분석하였다. Cochlodinium polykrikoides 적조는 8월에 나로도 주변 해역에서 최초로 발생한 경우가 가장 많았고, 그 발생시기는 해마다 빨라지고 있는 경향을 보였다. 또한 나로도 주변 해역에서의 표층 염분도 계속 증가하는 추세를 보여, Cochlodinium polykrikoides 적조 발생시기의 빨라짐과의 어떤 관련성을 시사하였다. 한편 나로도 주변 해역에서 Cochlodinium polykrikoides 적조가 최초로 발생할 때는 동일한 시기의 가막만 또는 진해만 해역에 비해 상대적으로 일사량은 많았고 강수량은 적었다. 8월의 나로도 주변 해역의 평균 수온 및 염분은 동일한 시기의 가막만 및 진해만에 비하여 평균 수온은 $0.2{\sim}0.6^{\circ}C$, 염분은 $1.84{\sim}3.91psu$ 각각 더 높았으며, 두 해역에 비해 상대적으로 고온, 고염을 나타내었다. 또한 나로도 주변 해역은 부영양화 해역으로 알려진 진해만에 비해서는 영양염이나 식물플랑크톤의 농도가 현저히 낮았으나, 전체적인 수질환경은 가막만과 크게 다르지 않은 것으로 판단되었다. 주성분 분석결과, 나로도 주변 해역에서 최초로 발생하는 Cochlodinium polykrikoides 적조 요인으로서는 기상인자와 물리적 환경인자인 일사량과 수온이 가장 중요하며, 부차적으로 수질요소인 COD와 용존산소의 농도가 여기에 관여하고 있음을 보여주었다. 태풍 또한 Cochlodinium polykrikoides 적조 발생에 있어 중요한 요인 중의 하나로 생각되었다.

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