• Title/Summary/Keyword: 지역적 최적점

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Development of suspended solid concentration measurement technique based on multi-spectral satellite imagery in Nakdong River using machine learning model (기계학습모형을 이용한 다분광 위성 영상 기반 낙동강 부유 물질 농도 계측 기법 개발)

  • Kwon, Siyoon;Seo, Il Won;Beak, Donghae
    • Journal of Korea Water Resources Association
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    • v.54 no.2
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    • pp.121-133
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    • 2021
  • Suspended Solids (SS) generated in rivers are mainly introduced from non-point pollutants or appear naturally in the water body, and are an important water quality factor that may cause long-term water pollution by being deposited. However, the conventional method of measuring the concentration of suspended solids is labor-intensive, and it is difficult to obtain a vast amount of data via point measurement. Therefore, in this study, a model for measuring the concentration of suspended solids based on remote sensing in the Nakdong River was developed using Sentinel-2 data that provides high-resolution multi-spectral satellite images. The proposed model considers the spectral bands and band ratios of various wavelength bands using a machine learning model, Support Vector Regression (SVR), to overcome the limitation of the existing remote sensing-based regression equations. The optimal combination of variables was derived using the Recursive Feature Elimination (RFE) and weight coefficients for each variable of SVR. The results show that the 705nm band belonging to the red-edge wavelength band was estimated as the most important spectral band, and the proposed SVR model produced the most accurate measurement compared with the previous regression equations. By using the RFE, the SVR model developed in this study reduces the variable dependence compared to the existing regression equations based on the single spectral band or band ratio and provides more accurate prediction of spatial distribution of suspended solids concentration.

The Significance of Drinking Water Quality Standards in Developed Countries in Relation to Environmental Health

  • Cho yun-syng
    • Journal of environmental and Sanitary engineering
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    • v.1 no.1 s.1
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    • pp.1-29
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    • 1986
  • The guidelines and regulations that have revised by World Health Organization, the United States of America, Canada and Japan were reviewed for standards relevant to health of the people. The substances and parameters were discussed. Various standards were presented and recent changes in policies were relighted with their scientific information.

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International Competition Order and Fairness Society for 21st Century: Focusing on the USA, EU, Japan, and Korea (21세기 국제경쟁질서와 공정사회의 고찰: 미국, EU, 일본, 한국을 중심으로)

  • Joo, Ro jong
    • International Area Studies Review
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    • v.16 no.1
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    • pp.123-146
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    • 2012
  • In this paper, we did on the new theory, policy, institution and legal research on the international competition order and justice society for 21st century. At first, we introduced the basic of competition law for fairness of trade in the new international market order under WTO. Secondly, we are researched on the economic approach of the competition law, market competition order and justice society in the new globalism. Third, we studied the international circumstance through the analysis of the patterns of the anti-competition practices and the regulation systems for competition order. We also reviewed the execution criteria and precedents of the fairness theory and competition laws in the USA, EU, Japan, and Korea, briefly. Finally, we presented to the alternative policies that based on our study about the new theory, policy, institution, competition law in opinion from reach the international market competition, fairness society and economic justice for 21st century under WTO.

A Study on Bundle Block Adjustment with Additional Parameters (부가매개변수(附加媒介變數)를 고려(考慮)한 번들블럭조정(調整)에 관(關)한 연구(硏究))

  • Yeu, Bock Mo;Kwon, Hyon;Lee, Hyun Jik;Jeong, Soo
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.10 no.4
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    • pp.87-94
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    • 1990
  • In this study, the block adjustments are perfomed by bundle adjustment method of analytical photogrammetry, and the characteristics of 3-dimensional errors for the objects are analysed. The optimal arrangement and configuration of the control points is selected from various arrangements and configurations of control points, and the accuracies of result obtained by block adjustment and by single model adjustment are compared, And the accuracy of bundle block adjustment is compared with that of the independent model triangulation which is another method in block adjustment with additional parameters by selecting the suitable systematic error model. As a result of this study, an the effective method to improve accuracy in close-range photogrammetry was presented by forming blocks and using bundle block adjustment with proper arrangement and configuration of control poinst.

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반응표면분석에 의한 손바닥 선인장 열매의 겔타입 파우치 제조

  • 김정옥;이기동;권승혁;권중호
    • Proceedings of the Korean Society of Postharvest Science and Technology of Agricultural Products Conference
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    • 2003.04a
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    • pp.125.2-126
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    • 2003
  • 손바닥 선인장(Opuntia ficus indica var. saboten)은 열대지역 유래의 다년초로서 열매와 줄기를 공복에 갈아 마시면 변비치료, 이뇨효과, 장운동의 활성화 및 식욕증진에 효능이 있으며, 선인장 줄기는 오래전부터 피부질환, 류머티스 및 화상치료에 이용되어 왔다 선인장 열매(prickly pear pulp)는 14.5%의 고형분 함량을 가지고 있으며, 0.21%의 단백질, 0.12%의 지방, 0.44%의 회분, 0.19%의 pectin 이외에 미량의 비타민 A와 C 그리고 여러 종류의 무기질을 포함하고 있다. 선인장 열매로부터 분리된 pectin 성분은 콜레스테롤 수치를 낮추는 효과가 있다고 보고된 바 있다. 본 연구에서는 손바닥 선인장의 소비 확대 방안의 일환으로 손바닥 선인장 열매를 이용한 겔타입 파우치 제품의 개발을 위한 최적의 제조조건을 확립하고자 하였다. 이를 위하여 손바닥 선인장 열매의 추출특성을 반응표면분석에 의해 모니터링하고, 최적조건에서 얻은 추출물을 이용하여 제조한 파우치 제품의 관능적 특성을 검토하였다. 그 결과 가용성 고형분 함량은 추출온도 82.7$0^{\circ}C$, 추출시간 118.98min 및 용매비 24.91 $m\ell$/g일 때 최대값을 나타내었으며, 총페놀성화합물 함량의 최대값은 578.96 $\mu\textrm{g}$/$m\ell$으로 추출온도 89.37$^{\circ}C$, 추출시간 144.77 min 및 용매비 22.81 $m\ell$/g일 때였다. 전자공여능은 추출 온도 97.26$^{\circ}C$, 추출시간 109.30 min, 용매비 19.73 $m\ell$/g일 때 최대값을 나타내었다. 손바닥 선인장 열매의 겔타입 파우치에 대한 관능검사 결과, 최대의 관능점수를 나타내는 배합비는 전반적인 기호도가 3.75점으로 xanthan gum의 함량이 0.11%, 당의 함량이 6.59%, 사과식초의 함량이 1.34%인 것으로 나타났다.

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A Study on the Illuminance Measurement and Improvement of Public Libraries in Daegu City (공공도서관 조도분석 및 개선방안 연구 - 대구지역을 중심으로 -)

  • Yoon, Hee-Yoon
    • Journal of Korean Library and Information Science Society
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    • v.48 no.4
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    • pp.1-20
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    • 2017
  • The most important identity of public library is local public goods that guarantee access and use of knowledge and information of local residents. To justify this, the library must create an optimal lighting environment. Particularly, since the perception rate of information through vision is over 80%, it is necessary to secure proper illuminance. This study measured the illuminance level of public libraries in Daegu. Based on the results, this study suggested a desirable illuminance level for each space and proposed plans to secure and maintain proper illuminance(prospective revision of the KS A 3011, setting the illuminance range for each space of the local government, replacing the existing lighting fixtures with LED, enhance supervision of lighting management, establishment of basic principles for proper lighting and detailed plans for each space of the library, investigation and reflection on users' complaints and satisfaction, etc.)

Structural Equation Modeling on the Relationship of Job Satisfaction of Nursing Staff with Satisfaction, Revisit Intention, Recommendation to others of Patient at Public Hospitals (공공병원 간호직의 직무만족도가 환자 만족도, 재이용 의향, 타인 추천의향에 미치는 영향간의 구조모형)

  • Moon, Sook Ja;Hwang, Eun Jeong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.2
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    • pp.173-184
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    • 2018
  • This study was conducted to construct and test structural equation modeling of the causal relationship of job satisfaction of nursing staff with satisfaction, revisit intention and recommendation of the hospital by patients. The data utilized in this study were the second data acquired from the 2012 Public Hospital Evaluation Programme. The subjects of this study were 2,375 nursing staff and 3,433 patients at 39 district public hospitals. The instrument of job satisfaction of nursing staff consisted of five factors and 13 items. The instruments of satisfaction, revisit intention, and recommendation to others of patients consisted of one question on an 11 point scale (0: very negative, 10: very positive). The data were analyzed using SPSS version 20.0 and AMOS version 20.0. Model fit indices for the hypothetical model were suitable for the recommended level: model of in-patient ${\chi}^2$ 904.598 (df=81, p<0.001), GFI 0.938, AGFI 0.900, RMSR 0.076, mode of out-patient ${\chi}^2$ 869.021(df=81, p<0.001), GFI 0.940, AGFI 0.900, RMSR 0.074. In conclusion, nursing staff are the largest group in public hospitals, and they provide direct care to patients. Therefore, job satisfaction of nursing staff should be enhanced to improve satisfaction of patients because their attitude significantly influences patient satisfaction.

An Analysis on Japanese Recession Between 1993 and 2002 (1993~2002년 일본불황에 대한 연구)

  • Yoon, Hyung-Mo
    • International Area Studies Review
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    • v.13 no.2
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    • pp.168-188
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    • 2009
  • Japanese economy suffered from a great recession for one decade between 1993 and 2002, because of the bubble bursting. Recently, a similar situation broke out in the USA and spread throughout the world. This paper investigated the effects of economic policy on the Japanese depression in order to find out how the recession, caused by financial crisis, can be reasonably removed. The analysis of documentary records indicate that there exists an optimum rate in government debt and the point in time of economic policy is decisive. Statistical studies with a VAR model and a State Space Model suggest that government expenditures affect the growth rate of national product but with a short term and it has a time lag of a half year. Income tax has a grievous negative effect on the growth rate with a long term and it works without a time lag. Therefore the increasing of taxation should be put into force very carefully. However private investment is a determinate factor for the recovery of depression.

Prediction of Seasonal Nitrate Concentration in Springs on the Southern Slope of Jeju Island using Multiple Linear Regression of Geographic Spatial Data (지리 공간 자료의 다중회귀분석을 이용한 제주도 남측사면 용천수의 시기별 질산성 질소 농도 예측)

  • Jung, Youn-Young;Koh, Dong-Chan;Kang, Bong-Rae;Ko, Kyung-Suk;Yu, Yong-Jae
    • Economic and Environmental Geology
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    • v.44 no.2
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    • pp.135-152
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    • 2011
  • Nitrate concentrations in springs at the southern slope of Jeju Island were predicted using multiple linear regression (MLR) of spatial variables including hydrogeological parameters and land use characteristics. Springs showed wide range of nitrate concentrations from <0.02 to 86 mg/L with a mean of 20 mg/L. Spatial variables were generated for the circular buffer when the optimal buffer radius was assigned as 400 m. Selected regression models were tested using the p values and Durbin-Watson statistics. Explanatory variables were selected using the adjusted $R^2$, Cp (total squared error) and AIC (Akaike's Information Criterion), and significance. In addition, mutual linear relations between variables were also considered. Small portion of springs, usually <10% of total samples, were identified as outliers indicating limitations of MLR using circular buffers. Adjusted $R^2$ of the proposed models was improved from 0.75 to 0.87 when outliers were eliminated. In particular, the areal proportion of natural area had the greatest influence on the nitrate concentrations in springs. Among anthropogenic land uses, the influence of nitrate contamination is diminishing in the following order of orchard, residential area, and dry farmland. It is apparent quality of springs in the study area is likely to be controlled by land uses instead of hydrogeological parameters. Most of all, it is worth highlighting that the contamination susceptibility of springs is highly sensitive to nearby land uses, in particular, orchard.

Occurrence of Bottom Rot of Crisphead Lettuce Caused by Rhizoctonia solani and Its Pathogenicity (Rhizoctonia soiani에 의한 결구상추 밑둥썩음병(Bottom rot)의 발생과 병원성)

  • 김현주;박종영;백정우;이진우;정순재;문병주
    • Journal of Life Science
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    • v.14 no.4
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    • pp.689-695
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    • 2004
  • This study was investigate the occurrence of bottom rot caused by Rhizoctonia solani at the crisphead lettuce fields in Uiryeong-gun, Gyeongsangnam-do from November to December in 2003. Incidence of bottom rot on crisphead lettuce was up to 5.3% at the six plastic houses. A total of 30 isolates of R. solani were obtained from diseased leaves of plants and were tested by artificial inoculation to the host. Among them, PY-1 isolate was selected showing highly virulent on the whole plant and was identified as R. solani AG1 (IB) based on the anastomosis test, morphological and cultural characteristics. Symptoms of bottom rot by PY-1 isolate produced small dark brown, depressed and elliptical spots on the lower part of leaves in the early stage as same as at the fields, were enlarged onto the upper part of leaves later, and the infected plant wilted and ultimately died in the end. For the pathogenicity test, triturated mycelia-inoculum (A$_{550}$=1.0) of PY-1 isolate was selected the most effective inoculum showing disease incidence of 51.1% for the mycelial inoculation at pot assay. Otherwise, WSRP media-inoculum (wheat brane : sawdust : rice brane : PDB media=30 g : 10 g : 10 g : 100 ml, w/w/w/v) of PY-1 isolate was effectual inoculum showing disease incidence of 61.6% for soil inoculation at the plastic house. Also, in selection of density and amount of inoculum, most suitable density of triturated mycelia-inoculum and amount of WSRP media- inoculum were determined as $A_{550}$=1.0 and 40 ml, respectively. This is the first report on the pathogenicity test using by WSRP media-inoculum of R. solani PY-1 isolate for the bottom rot of crisphead lettuce.