• 제목/요약/키워드: R-square

검색결과 1,544건 처리시간 0.035초

지상 레이저 스캐닝과 TS 측량을 이용한 멀티빔 시스템의 검·보정 (Calibration of Hydrographic Survey Multibeam System Using Terrestrial Laser Scanning and TS Surveying)

  • 김진수
    • 한국측량학회지
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    • 제31권3호
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    • pp.199-207
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    • 2013
  • 수로측량에서 멀티빔 시스템에 의해 측량된 자료는 여러 가지 요인들에 의해 다양한 오차들을 포함한다. 이들은 패치 테스트라는 검정 단계를 통해 보정되며, 기존의 방법을 이용한 경우 정확한 시스템 검정을 위해 약 8회 내외의 테스트가 수행되어야한다. 본 연구에서 보다 신속하고 정확한 멀티빔 시스템 검 보정을 위해, 지상 레이저 스캐닝기술과 TS 측량을 이용하여 선박의 정확한 오프셋이 결정되었고, 이러한 자료를 초기 입력값으로 한 패치 테스트가 수행되었다. 그 결과, TS 측량에서 폐합오차가 0.001 m, 스캐닝에서의 후시 관측 오차가 0.005 m 이내였다. 동일한 지역 좌표계로 획득된 모든 측량자료는 선박 기준 좌표계로 변환되었고, 이 과정에서 모든 회전각에 대한 결정계수는 0.99 이상, 표준편차는 0.008 m 이하로 나타났다. 끝으로, 계산된 탑재 센서 오프셋과 모션 센서 오프셋을 이용한 패치 테스트에서 멀티빔 송수파기 오프셋은 단 1회의 보정만으로 수로측량 업무규정을 만족하였다. 이러한 결과에 비춰볼 때, 멀티빔 시스템의 검 보정에서 지상 레이저 스캐닝 및 TS 측량의 활용 가능성이 충분히 있다고 판단된다.

Comparative Study on Growth Patterns of 25 Commercial Strains of Korean Native Chicken

  • Manjula, Prabuddha;Park, Hee-Bok;Yoo, Jaehong;Wickramasuriya, Samiru;Seo, Dong-Won;Choi, Nu-Ri;Kim, Chong Dae;Kang, Bo-Seok;Oh, Ki-Seok;Sohn, Sea-Hwan;Heo, Jung-Min;Lee, Jun-Heon
    • 한국가금학회지
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    • 제43권1호
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    • pp.1-14
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    • 2016
  • Prediction of growth patterns of commercial chicken strains is important. It can provide visual assessment of growth as function of time and prediction body weight (BW) at a specific age. The aim of current study is to compare the three nonlinear functions (i.e., Logistic, Gompertz, and von Betalanffy) for modeling the growth of twenty five commercial Korean native chicken (KNC) strains reared under a battery cage system until 32 weeks of age and to evaluate the three models with regard to their ability to describe the relationship between BW and age. A clear difference in growth pattern among 25 strains were observed and classified in to the groups according to their growth patterns. The highest and lowest estimated values for asymptotic body weight (C) for 3H and 5W were given by von Bertalanffy and Logistic model 4629.7 g for 2197.8 g respectively. The highest estimated parameter for maturating rate (b) was given by Logistic model 0.249 corresponds to the 2F and lowest in von Bertalanffy model 0.094 for 4Y. According to the coefficient of determination ($R^2$) and mean square of error (MSE), Gompertz and von Bertalanffy models were suitable to describe the growth of Korean native chicken. Moreover, von Bertalannfy model was well described the most of KNC growth with biologically meaningful parameter compared to Gompertz model.

Prediction of Arsenic Uptake by Rice in the Paddy Fields Vulnerable to Arsenic Contamination

  • Lee, Seul;Kang, Dae-Won;Kim, Hyuck-Soo;Yoo, Ji-Hyock;Park, Sang-Won;Oh, Kyeong-Seok;Cho, Il Kyu;Moon, Byeong-Churl;Kim, Won-Il
    • 한국토양비료학회지
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    • 제50권2호
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    • pp.115-126
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    • 2017
  • There is an increasing concern over arsenic (As) contamination in rice. This study was conducted to develope a prediction model for As uptake by rice based on the physico-chemical properties of soil. Soil and brown rice samples were collected from 46 sites in paddy fields near three different areas of closed mines and industrial complexes. Total As concentration, soil pH, Al oxide, available phosphorus (avail-P), organic matter (OM) content, and clay content in the soil samples were determined. Also, 1.0 N HCl, 1.0 M $NH_4NO_3$, 0.01 M $Ca(NO_3)_2$, and Mehlich 3 extractable-As in the soils were measured as phytoavailable As concentration in soil. Total As concentration in brown rice samples was also determined. Relationships among As concentrations in brown rice, total As concentrations in soils, and selected soil properties were as follows: As concentration in brown rice was negatively correlated with soil pH value, where as it was positively correlated with Al oxide concentration, avail-P concentration, and OM content in soil. In addition, the concentration of As in brown rice was statistically correlated only with 1.0 N HCl-extractable As in soil. Also, using multiple stepwise regression analysis, a modelling equation was created to predict As concentration in brown rice as affected by selected soil properties including soil As concentration. Prediction of As uptake by rice was delineated by the model [As in brown rice = 0.352 + $0.00109^*$ HCl extractable As in soil + $0.00002^*$ Al oxide + $0.0097^*$ OM + $0.00061^*$ avail-P - $0.0332^*$ soil pH] ($R=0.714^{***}$). The concentrations of As in brown rice estimated by the modelling equation were statistically acceptable because normalized mean error (NME) and normalized root mean square error (NRMSE) values were -0.055 and 0.2229, respectively, when compared with measured As concentration in the plant.

자료 지향형 수위예측 모형의 비교 분석 (Comparison and analysis of data-derived stage prediction models)

  • 최승용;한건연;최현구
    • 한국습지학회지
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    • 제13권3호
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    • pp.547-565
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    • 2011
  • 수위예측을 위해 개념적, 물리적 모형들을 포함한 다양한 유형의 기법들이 사용되고 있다. 그럼에도 불구하고 이러한 기법들 중 수위예측을 위해 단일의 우수한 모형을 선정하는 것은 매우 어려운 일이다. 최근에는 수문학적 과정의 복잡성으로 인해 기존 물리적 기반의 강우-유출 모형이 가지고 있는 단점들을 극복하고자 자료 지향형 수위예측 모형이 널리 도입되고 있다. 본 연구의 목적은 이러한 자료 지향형 모형 중 뉴로-퍼지와 회귀분석 모형의 수위예측에 대한 성능을 비교하는 것이다. 제안된 두 모형을 한강수계의 왕숙천에 대해 적용하였다. 제안된 두 모형의 성능을 평가하기 위해 평균제곱근오차, Nash-Suttcliffe 효율계수, 평균절대오차, 수정 결정계수와 같이 4개의 통계지표들을 사용하였다. 모의결과 뉴로-퍼지 수위예측 모형이 다중선형회귀 수위예측 모형보다 좀 더 나은 예측 결과를 나타내는 것을 확인할 수 있었다. 본 연구결과는 향후 중소하천에서 충분한 선행시간을 확보한 정확도 높은 홍수정보시스템의 구축에 활용할 수 있을 것으로 판단된다.

DETERMINATION OF SUGARS AND ORGANIC ACIDS IN ORAGE JUICES USING NEAR INFRARED DIFFUSE REFLECTANCE SPECTROSCOPY

  • Tewari, Jagdish;Mehrotra, Ranajana;Gupta, Alka;Varma, S.P.
    • 한국근적외분광분석학회:학술대회논문집
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    • 한국근적외분광분석학회 2001년도 NIR-2001
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    • pp.1522-1522
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    • 2001
  • Beverages based on fruit juices are among the most popular commercially available drinks. There is an ever-increasing demand for these juices in the market. Orange juice is one of the most common as well as most favorite flavor. The fruit processing industries have a tremendous responsibility of quality control. For quality evaluation estimation of various components of the juice is necessary. Sucrose, glucose, fructose, citric acid and malic acid are the prime components of orange juice. Little information is available on analysis of orange juice. However, conventional and general wet chemistry procedures are currently being used which are no longer desired by the industry owing to the time involved, labor input and harmful chemicals required for each analysis. Need to replace these techniques with new, highly specific and automated sophisticated techniques viz. HPLC and spectroscopy has been realized since long time. Potential of Near Infrared Spectroscopy in quantitative analysis of different components of food samples has also been well established. A rapid, non-destructive and accurate technique based on Near Infrared Spectroscopy for determination of sugars and organic acids in orange juice will be highly useful. The current study is an investigation into the potential of Near Infrared Diffuse Reflectance Spectroscopy for rapid quantitative analysis of sucrose, glucose, fructose citric acid and malic acid in orange juice. All the Near Infrared measurements were peformed on a dispersive NIR spectrophotometer (ELICO 153) in diffuse reflectance mode. The spectral region from 1100 to 2500nm has been explored. The calibration has been performed on synthetic samples that are mixtures of sucrose, glucose, fructose, citric acid and malic acid in different concentration ranges typically encountered real orange juice. These synthetic samples are therefore considered to be representatives of natural juices. All the Near Infrared spectra of synthetic samples were subjected to mathematical analysis using Partial Least Square (PLS) algorithm. After the validation, calibration was applied to commercially available real samples and freshly squeezed natural juice samples. The actual concentrations were compared with those predicted from calibration curve. A good correlation is obtained between actual and predicted values as indicated by correlation coefficient ($R^2$) value, which is close to unity, showing the feasibility of the technique.

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장기요양보호사 양성프로그램 참가자들이 인지한 직업특성 및 대상자 특성 (The Perceived Occupational and Clients' Natures by the Participants of the Long-term Care-services Providers' Education in Korea)

  • Auh, Seong-Yeon;Paik, Sun-Ah;Kim, Eun-Joo
    • 보건교육건강증진학회지
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    • 제27권5호
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    • pp.51-61
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    • 2010
  • 목적: 본 연구는 요양보호사 교육 수료생들을 대상으로 요양보호사의 업무 인지와 요양보호서비스 대상자 인지 정도를 예측변인들을 통해 검증함으로써 요양보호사가 인지하는 직업의 전문성 정도를 파악하는 것을 연구목적으로 한다. 방법: 응답자가 직접 기입하는 '자기기입식질문지법'을 이용하였고 불성실 응답 및 다문항 미기재 설문지를 제외한 총 2백83부를 분석에 사용하였다. 관련요소들의 기술적 통계를 통해 요양보호사 업무에 대한 인지 정도 및 서비스 대상자의 특성에 대한 인지 정도를 살펴보았다. 그리고 위 두 변수와 관련 요소들간의 상관관계를 알아보고, 어떠한 요소가 요양보호사 업무에 대한 인지 정도 및 서비스 대상자의 특성에 영향력을 갖는지 알아보기 위하여 다단계회귀분석을 실시하였다. 결과: 요양보호사 업무 인지에 관한 단계적 회귀분석에서 요양보호사는 전문직업이다(${\beta}$=.300)와 업무 특성에 관한 지식을 갖고 있다(${\beta}$=.254)가 유의미하게 나타났다. 또한 요양보호서비스 대상자 특성에 관한 단계적 회귀분석 결과로 가족들의 지지(${\beta}$=.187)와 요양보호사 업무인지 정도(${\beta}$=.509)가 유의미한 변인으로 밝혀졌다. 결론: 이상의 결과를 통해 본 연구에서 제기한 요양보호사 업무에 대한 인지정도 및 서비스 대상자 특성에 영향력을 갖는지에 대한 연구결과를 제시하였다.

혈액투석 환자의 자기관리 수행도와 이에 영향을 미치는 요인 (Self-Care and Associating Factors in Hemodialysis Patients)

  • 전진호;강혜경
    • 보건교육건강증진학회지
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    • 제16권1호
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    • pp.149-166
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    • 1999
  • Self-care and the performance of their own role might be important for the prevention of complications and improvement of quality of life in hemodialysis patients with chronic renal failure(CRF). To improve well-being and quality of life for the patients, the author estimated the level of self-care and associating factors through a questionnaire. The information was composed of the knowledge for hemodialysis and renal disease, the level of self-care, health belief, supports from the family, disease-related stresses, personal characteristics, medical history, relationships with medical personnel, etc. The data was gathered from 126 hemodialysis patients who were undergoing hemodialysis in one university hospital and five hospitals in Kyungsangnam-Do area from December 1997 to January 1998, and was analyzed by PC SAS program(version 6.12) with the level of significance($\alpha$=0.05). The mean age of subjects was 47.0$\pm$13.5years with no significant difference in gender distribution. The mean duration of hemodialysis was 39.0 months, and their frequencies of hemodialysis were more than three times per week(77.0%). Only 21.4% had the specific education on hemodialysis and CRF. In the level which was expressed as the score out of 100, the mean of knowledge was 90.7$\pm$9.1 and the mean of self-care was 73.9$\pm$12.7, that means, they only partially carried their knowledge into practice. They showed a significant correlation between knowledge and health belief($\gamma$=0.282); self-care and health belief($\gamma$=0.357), family supports and knowledge($\gamma$=0.221), self-care($\gamma$=0.402), health belief($\gamma$=0.431); and health belief and stress($\gamma$=-0.361). Age, religion, marrital status, education, and relationships with medical personnel showed positive correlations, and smoking showed negative correlation with self-care. In the multiple regression with the level of self-care as dependent variable, and each of the characeristics as independent variables, supports from the family($\beta$=6.615=0.158), the experience of disease specific education($\beta$=4.959), relationships with medical personnel($\beta$=6.615), current smoking($\beta$=-6.986), and current drinking ($\beta$=-7.095) were detected as significant factors. The value of R-square was 34%. In summary, to promote the level self-care and to improve the well beings and Quality of life for the hemodialysis patients, it would be emphasized that they terminate smoking and drinking, and it would be recommended that the education programs and supports from the family be strengthened. And, because there was a considerable difference between the level of knowledge and self-care, it would also be emphasized to propose the education programs which focused on execution. In addition to that, there is a need to improve relationships between the patients and medical personnel through positive changes in the attitudes of the medical personnel.

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전산유체역학을 이용한 흄후드 제어유속 개선(I) - 균일류 (Improvement of Capturing Velocity in the Fume Hood using Computational Fluid Dynamics(I) - Uniform flow)

  • 정종현;이상운;이상만;손병현;이정희;정유진
    • 한국산학기술학회논문지
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    • 제14권2호
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    • pp.962-969
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    • 2013
  • 본 연구에서는 전산유체역학(CFD)를 이용하여 흄후드(fume hood)의 기류 유입특성 및 유속 분포를 평가하였다. 또한, 후드 개구면을 균일류 형성에 필요한 구조로 개선하였을 경우의 유동 특성을 예측하여 개선 효과를 검증하였다. 기존의 흄후드의 제어유속을 평가한 결과, 제곱평균(RMS)값과 비교했을 때 최대 23~30%의 편차가 있음을 확인하였다. 또한, 후드의 상부 유속이 하부 유속보다 58~68% 정도 빠른 것으로 나타나 후드 개구면에서의 유속 불균형이 매우 심한 것으로 평가되었다. 이에 후드 개구면에서의 균일한 배기흐름을 유지하기 위해 후드를 개선(안쪽벽에 배플 설치 및 슬롯 타입의 개구부 설계)한 결과, RMS값 대비 최대 7%의 편차를 보였으며 구간별 유속 편차는 최대 12% 정도로 예측되어 기존 구조에 비해 제어유속의 불균형이 많이 해소되는 것을 확인할 수 있었다.

일부 재해성 요부손상 환자의 심리적 특성 (Psychometric Charateristics of Occupational Low Back Pain Patients)

  • 하미나;조수헌;권호장;한상환;주영수;박남종
    • Journal of Preventive Medicine and Public Health
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    • 제28권3호
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    • pp.715-725
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    • 1995
  • 산업재해성 요부손상 환자의 심리적 증상은 산업재해성 비요추 환자에 비하여 신체화 증상, 우울, 공포증, 정신증의 항목에서 통계학적으로 유의하게 높은 점수를 나타냈고, 직업과 관련없이 발생되어 의료보험으로 치료를 받는 비산업재해성 요부손상 환자에 비하여 신체화 증상, 우울, 불안, 편집증, 정신증의 항목에서 통계학적으로 유의하게 높은 점수를 나타냈다. 산업재해성 요부손상 환자의 심리적 증상은 휴직 기간과, 작업복귀 여부, 그리고 이 둘의 교호 작용이 유의한 설명력을 가지는데, 휴직 기간이 길수록 또 현재 작업에 복귀하고 있지 않았을 경우에 심리적 증상은 더 높은 점수를 나타내었다. 산업재해성 요부손상 환자에서 사회심리적 증상은 질병의 발생과 그것의 만성화에 따라 심화되며, 조기 작업복귀를 포함한 다차원적이고 포괄적인 재활 치료가 산업재해성 요부손상 환자의 관리에 성공적일 수 있을 것으로 생각된다.

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한국 근해에 있어서의 중층 트로올의 연구 - II . 어구의 수평 전개도 - (Study on the Midwater Trawl Available in the Korean Waters - II . Horizontal Opening of the Gear -)

  • 이병기
    • 수산해양기술연구
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    • 제22권4호
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    • pp.49-55
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    • 1986
  • The authors carried out an experiment to determine the horizontal opening of the mid water trawl gear, which is the same as was used in the foreward experiment concerned to the attitude and opening efficiency of otter board. The trawl net .used in the experiment was designed to have a square sectional four-seamed body with two three-sepenlted wings. Each wing tip was rigged with a net pendant of 70 m long and the fore ends of the pendants were directly jointed to the otter pendant without inserting hand rope, and a front weight of 200 kg weigh was rigged with in front of the lowest wing tip. To determine the opening between otter boards ani between wing tips, two 50 KHz fish finders were set sideways on the otter board and on the port middle wing tip so as to detect the distance froa the finders to the starboard otter board and to the wing tip respectively, and the informations were transmitted to the indicators onboard the ship through water-tight cables. The results obtained can be summarized as follows: 1. The openings between otter borads were 43-45 m in case of the warp 100 m, 53-55 m in the war;> 150 m and 54-59 m in the warp 200 m. It was increased in linear according to the increase of towin; speed in the range of 1. 1-1. 8 mlscc. 2. The determined values of the openings between otter boards were greater than the estimated values. which were calculated by the opening between warps at the gallows of the ship and the length of tt~ warp, assuming that the warps from the top rollers to the otter boards were straight. The rates of the determined values to the estimated values were 1. 23-11. 0 in case of the warp 100 m, 1. 23-1. 12 in the warp 150 m and 1. 23-1. 15 in the warp 200 m respectively. The rates were almost the same at the slow towing speed of 1. 3 mlscc or so, then the higher the speed, the less the rate, and the longer the warp, the greater the rate. 3. The rates of the openings between otter boards to the total length of net pendant and the net (excluded cod end) showed 43-43% in case of the warp 150-200 m. It was a little smaller than th~ standard. which is 50%. in the common bottom trawl. 4. The determined openings between wing tips were 18-19 m in case of the warp 100m, 21-22 m in the warp 150 rn, They showed that the higher the speed, the greater the openings even though its range was no more than 1 m or so. 5. The rates of openings between otter boards to th~ openings betwee:l wing tips were almost invariably 38%. 6. The rates of openigs b2tween otter boards to the lenth of h~ad rope were 60-65% in cas': of th~ warp lOa-150m. It were much larg2r than th~ standard. which is 50%. in the common botto:n trawl.

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