• Journal of The Geomorphological Association of Korea
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• v.20 no.1
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• pp.1-9
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• 2013

This study aims to provide fundamental data for further shape-factor research on karst by measuring and classifying the shape of surface topography in Hogye, Mungyeong. First, in the research area, there are 35 dolines and uvalas. Second, large uvalas are found in three places, including Gulnomjae in Bugokri, and Teotgol and Denjimigol in Urori. Third, there are 13 round dolines and 22 oval dolines. Next examining the cross section of dolines, there are 27 bowl shaped dolines, 2 plate shaped dolines, and 6 funnel shaped dolines. Fourth, most dolines lay over 200m elevation, which is ridge and top of mountain. Fifth, development direction of dolines resembles the strike direction of limestone in Hogye, suggesting that the development direction of limestone affects doline corrosion. From this situation, we can guess sinkholes of the doline would be linked with limestone caves by the underground water pipe. Three limestone caves, karren and dry valley etc. appear in the research area.

• Proceedings of the Korea Water Resources Association Conference
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• 2015.05a
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• pp.456-456
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• 2015

최근 집중호우 및 돌발홍수로 인한 물관련 피해가 늘어감에 따라 도시화된 유역의 물관리 연구에 많은 초점이 모아지고 있다. 도시 유역의 물순환에 대한 하나의 해결방법으로 각광받고 있는 LID(Low Impact Development)에 관한 많은 연구가 이루어지고 있다. 본 연구에서는 법정행정구역도를 따라 온천천 유역을 각 동별로 나누어 LID를 설치하였을 때 적용 효과가 가시적으로 나타나는 소유역을 확인하기 위하여 SWMM 모형을 통해 시뮬레이션을 실시하였다. LID 요소기술로는 토지피복에 따라 주택지에는 옥상녹화, 도로에는 투수성포장을 설치하여 각 동별로 LID 적용 전 후에 대한 유출량, 침투량, 첨두유량, 유출계수 등을 비교 및 분석하는 연구를 수행하였다. 온천천 유역 14개 동에 대한 분석을 실시한 결과, 유출량 감소율의 경우 수민동(85.24%), 거제동(83.23%), 명장동(82.81%), 침투량 증가율은 수민동(162.8%), 안락동(105.1%), 복산동(71.03%) 순으로 하천 주변의 거주지가 밀집된 지역에 가시적인 효과가 나타났으며, 첨두유량 감소율은 청룡동(81.82%), 장전동(80.37%) 부곡동(79.39%) 순으로 소유역의 경사가 급한 지형에 효과가 좋은 것으로 나타났다. 유출계수 감소율은 유출량 감소율의 경우와 마찬가지로 나타났다. 도시 유역에 보다 나은 물순환을 위하여 LID 요소기술을 설치할 때 저감시키거나 증가시키려는 매개변수를 확실히 선정하는 것이 LID 효과를 극대화 할 수 있다는 점을 확인하였다.

• Proceedings of the Korea Water Resources Association Conference
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• 2019.05a
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• pp.39-39
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• 2019

인구의 도시 집중화로 인하여 다량의 생활용수의 사용에 따라 하천의 자정능력을 초과하여 오염을 유발시키고 있다. 이에 도시하천들의 오염은 점점 심해져 경제적으로 많은 문제를 유발하고 있다. 이러한 하천오염 문제를 과학적으로 대응하기 위해서는 오염물질의 농도 측정 및 데이터 축척을 통한 오염예측이 필수적이라 할 수 있으며, 부산광역시 보건환경정보 공개시스템에서는 하천수질 자동측정망을 설치하여 시간 단위로 오염물질을 측정하고 있다. 그러나 온천천의 하천수질 데이터는 계속 쌓여가고 있는데 이 데이터를 활용해서 하천수질 인자 예측이 거의 이뤄지지 않고 있다. 본 연구에서는 순환신경망 알고리즘을 활용하여 일 단위의 하천수질 인자 예측을 시도하였다. 순환신경망은 인공신경망의 발전된 형태인 시계열 학습에 강한 RNN, LSTM 알고리즘을 활용한 일단위 하천수질 인자 예측을 하고자 하였다. 연구에 앞서 시간 단위로 쌓여있는 데이터를 평균 내어 일 단위로 변경하였고 이 데이터를 가지고 일 단위 하천수질 인자 예측을 진행하였다. 연구에는 Google에서 개발한 딥러닝 오픈소스 라이브러리인 텐서플로우를 활용하여 DO, 탁도 등 항목을 예측하였다. 하천오염의 학습과 예측을 위해 대상지로는 부산지역 온천천의 부곡교, 세병교, 이섭교 관측소를 선택하였다. 연구를 위해 DO, 탁도 등 자료 수집은 부산광역시 보건환경정보 공개시스템의 자료를 활용하였다. 모형의 학습을 위해 입력자료로는 하천수질 인자 자료를 이용하였고, 자료의 학습에는 2014년~2017년 4년간의 자료를 학습자료로 사용하였고, 2018년 1년간의 자료는 모형의 검증을 위해 사용하였다. RNN, LSTM 알고리즘을 활용하여 분석 시 은닉층의 개수, 반복시행횟수, sequence length 등의 값을 조절하여 하천수질 인자 예측을 하였다. 모형의 검증을 위해 $R^2$(r square)와 RMSE(root mean square error)을 이용하여 통계분석을 실시하였다.

• Proceedings of the Korea Water Resources Association Conference
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• 2016.05a
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• pp.307-307
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• 2016

도시화 및 산업화에 따른 각종 개발 사업으로 불투수층의 증가로 인하여 강우에 의한 지표면 침투량의 감소로 도시지역 내 저지대 침수가 증가하여 막대한 인명 및 재산피해가 발생하고 있다. 특히 도심지역내 돌발성 집중홍우에 대한 방재성능에 대한 선제적 대비가 필요하다. 따라서 온천천 유역에 빈도에 따른 침수위험지역 산정을 통한 홍수 예 경보체계를 구축하여 부산광역시 도시 재해관리방안을 마련하고자 한다. 지난 2014년 08월 25일 부산시에 집중호우에 의하여 발생한 홍수량 산정 및 빈도별 침수위험 지역 선정을 위해 온천천 유역에 SWMM 모형을 이용하여 수문분석을 실시하였다. 1:1,000의 하수도대장을 이용하여 관망을 구성하였고, 이를 바탕으로 유출량 산정 지점을 선정하였다. 그리고 1:5,000의 지형도를 이용하여 SWMM 모형으로 유역 내 지형과 각 지역의 인위적인 배수계통에 따라 대상유역을 총 114개의 소유역으로 분할하였다. SWMM 모형의 매개변수 산정을 위하여 2개의 검정강우사상과 1개의 검증강우사상으로 총 3개의 강우사상을 활용하였고, 산정된 매개변수를 이용하여 2014년 8월 25일 발생강우로 인한 수문 분석을 수행하였으며, 유출량 산정을 위하여 온천천 기본계획상의 홍수량 산정지점과 동일한 지점의 유량을 추출하여 빈도별 홍수량과 비교하였다. 그 결과 발생한 유출량의 규모는 모든 지점에서 100년 빈도를 상회하였으며, 중 하류부 구간은 200년 빈도를 상회하는 것으로 나타났으나, 하천의 월류는 발생하지 않는 것으로 분석되었다. 관거 통수능 분석결과 2014년 08월 25일 발생한 호우로 인하여 장전 부곡동 일원 및 거제 안락동 일원에서 유출량이 관거통수능을 초과하는 것으로 나타났으며, 향후 대규모 호우 발생 시 이들 지역에 대한 유입지선에서의 침수 발생 등의 위험이 존재하는 것으로 평가되었다. 또한 빈도별 관거통수능 분석결과 10년 빈도에서는 총 19개 지점, 50년 빈도는 총 43개 지점, 100년 빈도는 총 49개 지점, 200년 빈도에서는 총 51개 지점에서 간선관거의 통수능이 부족하여 침수가 예상되는 것으로 나타났다.

• Economic and Environmental Geology
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• v.31 no.3
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• pp.185-199
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• 1998

Hydrogeochemical and environmental isotope studies were undertaken for various kinds of water samples collected in 1995-1996 from the Bugok geothermal area. Physicochemical data indicate the occurrence of three distinct groups of natural water: Group I ($Na-S0_4$ type water with high temperatures up to $77^{\circ}C$, occurring from the central part of the geothermal area), Group II (warm $Na-HCO_{3}-SO_{4}$ type water, occurring from peripheral sites), Group III ($Ca-HCO_3$ type water, occurring as surface waters and/or shallow cold groundwaters). The Group I waters are further divided into two SUbtypes: Subgroup Ia and Subgroup lb. The general order of increasing degrees of hydrogeochemical evolution (due to the degrees of water-rock interaction) is: Group III$\rightarrow$Group II$\rightarrow$Group I. The Group II and III waters show smaller degrees of interaction with rocks (largely calcite and Na-plagioclase), whereas the Group I waters record the stronger interaction with plagioclase, K-feldspar, mica, chlorite and pyrite. The concentration and sulfur isotope composition of dissolved sulfate appear as a key parameter to understand the origin and evolution of geothermal waters. The sulfate was derived not only from oxidation of sedimentary pyrites in surrounding rocks (especially for the Subgroup Ib waters) but also from magmatic hydrothermal pyrites occurring in restricted fracture channels which extend down to a deep geothermal reservoir (typically for the Subgroup Ia waters). It is shown that the applicability of alkaliion geothermometer calculations for these waters is hampered by several processes (especially the mixing with Mg-rich near-surface waters) that modify the chemical composition. However, the multi-component mineral/water equilibria calculation and available fluid inclusion data indicate that geothermal waters of the Bugok area reach temperatures around $125^{\circ}C$ at deep geothermal reservoir (possibly a cooling pluton). Environmental isotope data (oxygen-18, deuterium and tritium) indicate the origin of all groups of waters from diverse meteoric waters. The Subgroup Ia waters are typically lower in O-H isotope values and tritium content, indicating their derivation from distinct meteoric waters. Combined with tritium isotope data, the Subgroup Ia waters likely represent the older (at least 45 years old) meteoric waters circuated down to the deep geothermal reservoir and record the lesser degrees of mixing with near-surface waters. We propose a model for the genesis and evolution of sulfate-rich geothermal waters.

• Korean Journal of Environmental Agriculture
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• v.14 no.2
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• pp.144-154
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• 1995

This study was conducted for the evaluation of air-pollution using pear plant. Twenty-three sites around the Ulsan Industrial Complex Area were selected for the study. The water soluble sulfur content, photosynthetic rate and the visible injured index of pear leaves were evaluated and the results are summarized as follows: 1. Water-soluble sulfur content of pear leaves at survey sites was shown to be an average of 0.201%. The content of their leaves at polluted sites ranged from 0.220 to 0.496%. Water-soluble sulfur content of the pear leaves decreased as the distance became far from the Industrial Complex. 2. The photosynthetic rate of pear leaves decreased with an accumulation of water-soluble sulfur content. However it increased as the distance became greater within the five-kilometer radius of the pollutant. 3. More than 60% of injured rate was shown in pear plant within the five-kilometer radius of the pollutant in 1993. There were high correlations between the visible injured index items. Compared with 1988, the most severely injured sites in 1988 were Yochon-dong and Yaum-dong. But in 1993, they moved to the Yongcham-dong and Bugok-dong area. 4. Water-soluble sulfur content of pear leaves was correlated with the photosynthetic rate of pear leaves. The same tendency was shown between water-soluble sulfur and total injured index. This method using pear plant will be applied to the evaluation of air pollution.

• Journal of Yeungnam Medical Science
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• v.11 no.2
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• pp.338-351
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• 1994

This study was to find out whether there were differences in the levels of depressions between positive and negative schizophrenics. This research was derived from the fact that negative schizophrenics show higher levels of depression than positive schizophrenics. This study also examined the levels of psychomotor dysfunction in positive and negative schizophrenics. For this study, there were 453 subjects. They consisted of 119 positive schizophrenics, 122 negative schizophrenics and 212 normal people. They were asked to complete Zung's Self-Rating Depression Scale(SDS) and to perform one subtest, Digit Symbol of KWIS(Korean Wechsler Intelligence Scale). Subjects' levels of depression were measured by the SDS. the level of psychomotor dysfunction was measured by Digit Symbol subtest of Korean Wechsler Intelligence Scale. ANOV A and Duncan's multiple comparison analysis were used to examine whether there were differences of depression and psychomotor dysfunction among the normal people, positive and negative schizophrenics. The results were as follows: It was found that the depression level was higher in the negative schizophrenic patients than positive schizophrenic patients. Levels of depression were significantly higher in negative schizophrenics than positive schizophrenics. Psychomotor retardation symptom was the most effective variable that discriminates between the normals and the schizophrenics. And it would be concluded that the psychomotor dysfunction was more severe in negative schizophrenics than positive schizophrenics.

• Journal of Yeungnam Medical Science
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• v.10 no.2
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• pp.338-344
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• 1993

The purpose of this study was to investigate the trait cortical arousal level, measured by extraversion-introversion, in schizophrenics. Subjects in this study were 231 (chronic schizophrenics=78, acute schizophrenics=62, and normal persons=91). All subjects were asked to respond to extraversion-introversion subtest scale in the korean EPQ(Korean Version Eysenck Personality Questionnaire). Collected data were analyzed by using the t-test and one-way analysis of variance. Results were as follows : 1) Trait cortical arousal level of chronic schizophrenics, which was measured by extraversion-introversion subtest scale in the Korean EPQ, was statistically higher than that of acute schizophrenics and normals. 2) Acute schizophrenics and normals were not significantly different in the trait cortical arousal level. However, the trait cortical arousal level of chronic schizophrenics was higher than that of acute schizophrenics. Therefore, it may state that the trait cortical arousal level of schizophrenics is getting higher when schizophrenic symptoms become more chronic.

• The Korean Journal of Zoology
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• v.34 no.2
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• pp.257-264
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• 1991

Studies on the geographical distribution and the seasonal prevalence of chigger mites, with particular reference to L. paflidum, a vector species of tsutsugamushi disease were carried out during the period of July 1989-October 1990. From total 111 field rodents collected during the study period, 4,498 chiggers were obtained and 12 species of 4 genera were identified. L. paflidum, the vector species was the dorninant species, showing 65.6% of the total chiggers. L. scutellare, known as the important vector species of tsutsugamushi disease in Japan was not found in the study area, except Yesan-gun, Chungcheong-namdo where only one specimen was collected. The distribution of chigger mites was clearly localized by species, showing the different dominant species by locality. The population density of L. paflidum was high at two study areas, moderate at one area and very low at six other areas, compared to the other species. The study on seasonal prevalence of L. paflidum population density resulted that they started appearing in September (9.8%), showed the peak in October (45.4%) and November (30.6%), almost disappeared during the period of December-March (1.3-0%), reappeared in April (12.7%) showing a small peak, and again almost disappeared until September. L. palpafe was appeared only in winter and spring (December-April).

• Journal of the Korean Geographical Society
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• v.42 no.6
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• pp.851-862
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• 2007

The main reason of environmental pollution and destruction due to an indiscreet development of spa is the law of spa in use. According to the law of spa, the water of spa is ordained not mineral component and its efficacy but water temperature of over $25^{\circ}C$. Therefore this research was to analyze the differences between traditional spa and newly-established spa based on heat flow, geological rock, and fault relating to spa in order to call attention to a revision of the law of spa. According to the results, the location of the traditional spas was in accord with places which are Pohang, Bugok, Dongrae and Haeundae-gu of Busan, Uljin, Chungju, Usung-gu of Daejeon, Yesan, Asan, and Ichon. The heat flow of these places is over 67mW/m2 that is an average of South Korea. Relating to a fault, 92.3% of the traditional spas concurs with a fault and 33.5% of newly-established spa is in accord with a fault. 58.2% of the traditional spas and 42.7% of the newly-established spa are consistent with the granite.