• 제목/요약/키워드: weekly samples

검색결과 167건 처리시간 0.025초

비전공자 대상 머신러닝 모델 학습 및 활용교육 커리큘럼 (A Machine Learning Model Learning and Utilization Education Curriculum for Non-majors)

  • 허경
    • 실천공학교육논문지
    • /
    • 제15권1호
    • /
    • pp.31-38
    • /
    • 2023
  • 본 논문에서는 비전공자들을 위한 기초 머신러닝 모델 학습 및 활용교육 커리큘럼을 제안하고, Orange 머신러닝 모델 학습 및 분석 도구를 활용한 교육 방법을 제안하였다. Orange는 오픈 소스기반 머신러닝 및 데이터 시각화 도구로서, 복잡한 프로그래밍 없이 시각적인 위젯을 사용하여, 데이터를 학습시켜 머신러닝 모델을 만들 수 있다. Orange는 비전공자 학부생부터 전문가 그룹까지 다양하게 사용되는 플랫폼이다. 본 논문에서는 한 학기 분량의 기초 머신러닝 모델 학습 및 활용교육 커리큘럼과 주별 실습 내용을 제시하였다. 그리고, 머신러닝 모델 학습 및 활용에 대한 교육 내용 실체를 실증하기 위해, Orange 도구를 활용하여, 분류 데이터(Categorical Data) 표본과 수치 데이터(Numerical Data) 표본으로부터 머신러닝 모델을 학습시키고, 모델을 활용하여 모집단의 결과를 예측하는 활용 사례들을 제안하였다. 마지막으로 본 커리큘럼에 대한 교육 만족도를 비전공자 대상으로 조사 및 분석하였다.

유통 환(丸)제품의 중금속 함량 및 위해성 평가 (The Content of Heavy Metals in Herbal Pills Used as General Processed Food and Risk Assessment of Heavy Metal Intakes)

  • 김성단;정선옥;김복순;윤은선;장민수;박영애;이용철;채영주;김민영
    • 한국식품영양과학회지
    • /
    • 제39권7호
    • /
    • pp.1038-1048
    • /
    • 2010
  • 본 연구는 시중에 유통되고 있는 환(丸)형태 일반가공식품 18종 총 52건을 microwave로 습식분해 후 ICP-MS 및 Mercury Analyzer를 이용하여 납, 카드뮴, 크롬, 구리, 수은 잔류량을 분석한 결과, 평균 0.421(0.032~1.630), 0.157(0.011~0.515), 1.033(0.112~9.933), 6.923(1.333~16.755), 0.010(0.001~0.088) mg/kg이 검출되었다. 사용된 부위별 납 검출 수준을 살펴보면 잎(Herba, 1.032 mg/kg)이 다른 부위에 비해서 유의적인 수준으로 높았으며, 열매(fructus, 0.222 mg/kg), 뿌리줄기(Rhizoma, 0.179), 씨(semen, 0.153 mg/kg) 부위의 납 함량이 유의적으로 낮았다(p<0.05). 카드뮴 또한 해조류(algae, 0.304 mg/kg), 잎(0.298 mg/kg)을 사용한 제품에서 유의적인 수준으로 높게 잔류하였다(p<0.05). 또한 카드뮴은 다시마를 원료로 한 환제품 총 4건 중 2건(0.431, 0.370 mg/kg)에서, 인진쑥환 총 7건 중 5건(0.315~0.515 mg/kg)에서, 당귀환 1건(0.338 mg/kg), 표고버섯환 1건(0.394 mg/kg)에서 한약재 기준인 0.3 mg/kg을 초과하는 수준으로 검출되었다. 따라서 환(丸)형태 일반가공식품에 대한 카드뮴의 조속한 기준설정 및 관리가 필요한 실정이다. 대부분의 중금속 잔류량이 높았던 잎(Herba)의 중금속별 평균 함량은 Cu 6.480 mg/kg> Cr 2.291 mg/kg> Pb 1.032 mg/kg> Cd 0.298 mg/kg> Hg 0.016 mg/kg 순서로 나타났다. 환(丸)형태 일반가공식품 섭취 시 중금속에 대한 안전성 평가를 위해 제품을 통한 중금속의 주간섭취량과 FAO/WHO에서 제시하는 잠정주간섭취허용량(PTWI), 1인 1일 최대섭취허용량(PMTDI)과 미국환경보호청(U.S. EPA)의 만성경구섭취 참고용량(RfD)과 비교하여 %PTWI를 구하였다. 금속별 주간 섭취량과 %PTWI는 납, 카드뮴, 크롬, 구리, 수은 각각 평균 0.280(0.018~1.272), 0.113(0.002~0.648), 0.630(0.053~4.975), 6.366(0.289~43.217), 0.011(0.000~0.210) ${\mu}g/kg$ bw/week이었으며, %PTWI는 1.112(0.072~5.088), 1.614(0.029~9.257), 3.000(0.252~23.690), 0.182(0.008~1.235), 0.220(0.000~0.420)%로 환(丸)형태 일반가공식품을 통한 중금속 섭취량은 안전한 수준으로 판단되었다.

한국산 주요 식용해조류의 미량금속 함량 및 안전성 평가 (Trace Metal Contents and Safety Evaluation of Major Edible Seaweeds from Korean Coast)

  • 목종수;박희연;김지회
    • 한국식품영양과학회지
    • /
    • 제34권9호
    • /
    • pp.1464-1470
    • /
    • 2005
  • 우리나라 연안에서 수집한 김(33점), 미역(88점), 다시마(12점), 파래(43점)등 총 176점의 주요 식용 해조류에 대한 미량금속의 함량을 조사한 결과, 아연, 망간, 구리 순으로 우리 체내에서 없어서는 안되는 필수성분들의 함량이 높았으며, 다음으로 크롬, 니켈, 납, 카드뮴, 수은 순이었다. 김에서는 카드뮴과 아연이, 그리고 파래에서는 크롬, 니켈 및 납이 가장 높게 검출되었고, 다시마에서는 수은이 가장 높게 검출되는 경향을 나타내었다. 카드뮴과 아연의 농축계수는 김에서 각각 약 12,000 및 14,000으로 가장 높게 나타났으며 크롬과 납은 파래 에서 각각 약 23,000 및 약 2,500으로 가장 많이 농축되었다. 또한, 구리는 김과 파래에서 약 5,500으로 많이 농축되었다. 다시마에서는 망간과 납 사이에 다른 식용해조류와는 달리 특이적으로 높은 상관관계를 나타내었으며, 금속간의 상관관계도 같은 갈조류인 미역, 그리고 녹조류인 파래와 전혀 다른 경향을 나타내었다. 김, 미역, 파래에서는 니첼-망간, 니켈-크롬 및 망간-크롬간에는 높은 상관관계를 나타내어 다른 금속들과 뚜렷한 차이를 보였으며, 특히 크롬-니켈은 높은 상관관계를 나타내었다. 우리나라 국민의 식용해조류를 통한 수은의 1일 섭취량은 평균 $0.03{\mu}g$이었으며, 이는 PTWI($5{\mu}g/kg$ body weight/week)의 $0.07\%$ 수준이었다. 또한, 카드뮴의 1일 섭취량은 평균 $2.15{\mu}g$이었으며, 이는 PTWI(7${\mu}g/kg$ body weight/week)의 $3.57\%$ 수준이었다. 납의 1일 섭취량은 평균 $2.65{\mu}g$이었으며, 이는 PTWI($25{\mu}g/kg$ body weight/week)의 $1.20\%$ 수준이었다. 따라서 우리국민이 해조류를 통해 일주일에 섭취하는 수은, 납, 카드뮴등의 함량은 PTWI의 $0.07{\~}3.57\%$에 해당되며, 유해중금속 함량은 매우 안전한 수준인 것으로 판단된다. 우리나라 국민은 해조류 통한 구리, 아연, 망간, 크롬의 섭취량은 영양소 기준치의 각각 1.35, 0.89, 4.28, $9.18\%$ 수준이었다.

연초 수확엽의 숙도가 색채 및 색소물질 함량에 미치는 영향 (Influence of Maturity on the Plastid Pigments and Chromatic Characteristics of Paddy Tobacco)

  • 이철환;진정의;한철수
    • 한국연초학회지
    • /
    • 제18권1호
    • /
    • pp.5-11
    • /
    • 1996
  • Field experiment was conducted to get the basic information about the difference in color and plastid pigments at the different stage of harvest of flue-cured tobacco cultivated in paddy field, and compared to upland ones. All tested crops were primed in lots of 3 to 4 at each priming, beginning at the bottom of the plant. Leaf pigments and chromatic values of tobacco leaves were determined in samples collected at weekly intervals, and according to analyses obtained from 4 stalk positions. By the degree of maturity, leaves harvested were separated with visual characters into four classes of immature, mature, ripe and mellow. regardless of stalk position, chlorophyll contents was higher in the order of immature > mature > ripe > mellow, respectively. In fresh leaves, chlorophyll levels was higher with ascending stalk position. chlorophyll a and b in cured leaves were less than 10% of the amount present at harvest, and it was estimated that maturity condition also influenced the rates of degradation of plastid pigments. Fully mature leaves of upland diverted from paddy field showed slightly higher in chlorophyll contents than in those of upland tobacco ones but somewhat lowered in $L^*$ and $b^*$ values, and there was no difference in $a^*$ value.

  • PDF

방향족 휘발성 유기화합물의 겨울철 연속 관측 연구 (Continuous Measurements of Aromatic VOCs in a Mid-eastern Region of Seoul during Winter 2002/2003)

  • 최여진;오상인;김기현
    • 한국대기환경학회지
    • /
    • 제19권5호
    • /
    • pp.491-502
    • /
    • 2003
  • In the present work, the distribution characteristics of ambient volatile organic compounds (VOCs) were investigated at high temporal resolution from a monitoring station located in a mid-eastern area of Seoul. A total number of 587 samples were collected during December 2002 to January 2003. The measurements of VOC were conducted by a combination of on-line air sampling and thermal desorption unit (TDU) coupled with capillary GC/FID analysis. A total of five aromatic compounds (BTEX: benzene, toluene, ethylbenzene, m, p-xylene, and o-xylene) were measured routinely at hourly intervals during the whole study period. The mean concentrations of BTEX measured in our study period were found in the order: toluene (8.99 $\pm$5.38 ppb) > benzene (0.92$\pm$0.52 ppb) > m, p-xylene (0.51$\pm$0.34 ppb) > 0- xylene (0.48$\pm$0.35 ppb) > ethyl benzene (0.43$\pm$ 0.32 ppb). The BTEX concentrations were generally higher during the daytime than the nighttime, exhibiting certain patterns on a weekly basis. Results of our analysis indicate that the unusually high concentrations of toluene, while showing good correlations with other VOCs, can be a good indicator of air pollution in the study area.

ENSILING CHARACTERISTICS AND NUTRITIVE VALUE OF GUINEA GRASS (Panicum maximum, Jacq.) AS AFFECTED BY GROWTH STAGE

  • Ibrahim, M.N.M.;Premaratne, S.;Perera, H.G.D.
    • Asian-Australasian Journal of Animal Sciences
    • /
    • 제2권2호
    • /
    • pp.123-128
    • /
    • 1989
  • An experiment was conducted to study the effect of frequency of defoliation on the ensiling characteristics and nutritive value of Guineaecotype 'A' (Panicum maximum Jacq) grass. Guinea grass harvested at 2, 3, 4, 5, 6, 7, 8, 9, 10 and 12-week cutting intervals was chopped (2 cm) and ensiled alone or with the addition of coconut (Cocos nucifera L.) meal (w/w-fresh weight basis), for periods of 6, 7 or 8 weeks in 2-litre laboratory silos. Dry matter, water soluble carbohydrates, lactic acid, pH, ash, nitrogen and digestibility in vitro were measured in representative samples of preensiled and ensiled material. Dry matter content of silages prepared from herbage harvested at 2 and 3 weeks intervals was lower (P<0.05) compared to longer defoliation intervals. The pH of silage prepared from herbage over 8 weeks old were higher (P<0.05) than those harvested below 8 weeks. The water soluble carbohydrate content of silage prepared from 3-weekly defoliated herbage was higher (P<0.05) than those prepared from longer periods. Lengthened growth period decreased (P<0.001) the crude protein content of the ensiled material, whereas the addition of coconut meal resulted in marginal increases. In vitro organic matter digestibility of the silages decreased (P<0.05) with the increase in forage maturity.

EFFECTS OF EARLY FEED RESTRICTION ON THE PERFORMANCE OF BROILERS

  • Ramlah, A.H.;Halim, A.S.;Siti-Sara, A.R.
    • Asian-Australasian Journal of Animal Sciences
    • /
    • 제9권1호
    • /
    • pp.63-67
    • /
    • 1996
  • An experiment was conducted to compare the effects of early feed restriction on the performance and abdominal fat deposition in broilers. The treatments consisted of providing feed ad libitum (Full-fed) and three feed restriction treatments of restricting feeding between 8-21 days of age (DOA) either for a duration of 7 days or 14 days. The three feed restriction treatments were Restrict 8-14 DOA, Restrict 8-21 DOA and Restrict 15-21 DOA. Live weights and feed consumption were obtained at weekly intervals. Samples of both male and female broilers were taken at 43 DOA to determine the weight of abdominal fat, liver and gizzards. Feed efficiency was generally improved by feed restriction, but a compensatory gain was not observed in the restricted groups. Broilers on restricted feeding also had lower mortality as compared to the full-fed broilers. There is no effect of early feed restriction on the weight of the abdominal fat and the dressing percentages but the weights of the liver and gizzard were affected by restriction. Also there was an effect of sex on the weights of the abdominal fat, the liver and gizzard of the males and females.

Monitoring the 2007 Florida east coast Karenia brevis (Dinophyceae) red tide and neurotoxic shellfish poisoning (NSP) event

  • Wolny, Jennifer L.;Scott, Paula S.;Tustison, Jacob;Brooks, Christopher R.
    • ALGAE
    • /
    • 제30권1호
    • /
    • pp.49-58
    • /
    • 2015
  • In September 2007, reports of respiratory irritation and fish kills were received by the Florida Fish and Wildlife Conservation Commission (FWC) from the Jacksonville, Florida area. Water samples collected in this area indicated a bloom of Karenia brevis, the dinoflagellate that produces brevetoxin, which can cause neurotoxic shellfish poisoning. For the next four months, K. brevis was found along approximately 400 km of coastal and Intracoastal waterways from Jacksonville to Jupiter Inlet. This event represents the longest and most extensive red tide the east coast of Florida has experienced and the first time Karenia species other than K. brevis have been reported in this area. This extensive red tide influenced commercial and recreational shellfish harvesting activities along Florida's east coast. Fourteen shellfish harvesting areas (SHAs) were monitored weekly during this event and 10 SHAs were closed for an average of 53 days due to this red tide. The length of SHA closure was dependent on the shellfish species present. Interagency cooperation in monitoring this K. brevis bloom was successful in mitigating any human health impacts. Kernel density estimation was used to create geographic extent maps to help extrapolate discreet sample data points into $5km^2$ radius values for better visualization of the bloom.

Knowledge Management Assessment Using PDCA based in Global and Local Standards: in the Case of Technics and Informatics Studies

  • Ruzicic, Vesna S.;Micic, Zivadin M.
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • 제14권5호
    • /
    • pp.2022-2042
    • /
    • 2020
  • This research aims to contribute to the discipline of knowledge management (KM) in Higher Education (HE), and is conducted using the case of the study programme (SP) for Integrated Academic Studies (IAS) of Technics and Informatics (TI). A deduction-induction methodology is applied, using a Plan-Do-Check-Act (PDCA) approach to design a suitable KM concept for making improvements to the SP IAS TI on the standardisation platform. Based on the application of the International Classification of Standards (ICS), the research analyses the correlations and competences acquired during the courses within the accredited TI study programme of two-course studies. On the basis of the results of a comparative analysis of the developmental learning process and educational goals, it is shown that knowledge management in correlation with standardisation leads to the improvement of study programmes in the upcoming accreditation cycle on the standardisation platform. Frequent innovations within standardised thematic fields (daily, weekly, monthly, etc.) indicate the need for appropriate changes to the SP. The contribution to KM is through an original analysis of annual samples of more than 90,000 standardised sources in correlation with the TI study programme. Expert System (ES) modelling and the original results enable an analogous contribution to the future KM of other SPs.

Hematological and Serum Biochemical Analyses in Experimental Caprine Besnoitiosis

  • Nazifi, Saeed;Oryan, Ahmad;Namazi, Fatemeh
    • Parasites, Hosts and Diseases
    • /
    • 제49권2호
    • /
    • pp.133-138
    • /
    • 2011
  • This study was undertaken to investigate the hematological and biochemical changes in experimentally infected goats with Besnoitia caprae from the time of infection till 360 days post-infection (PI). Six male goats were inoculated subcutaneously with $13{\times}10^7$ bradyzoites of B. caprae, and blood samples were collected from the jugular vein. The total erythrocyte and total leukocyte counts, hematocrit value, and differential leukocyte counts were determined. Serum biochemical analysis, including the total protein, albumin, total globulin, cholesterol, triglyceride, chloride, testosterone, calcium ($Ca^{2+}$), inorganic phosphorus, sodium ($Na^+$), potassium ($K^+$), iron ($Fe^{2+}$), glucose, serum amyloid A (SAA), haptoglobin (Hp), fibrinogen, ceruloplasmin, aspartate aminotransferase, alanine aminotransferase, creatine kinase, lactate dehydrogenase, and alkaline phosphatase, was undertaken. Skin biopsy from the limbs were collected at weekly intervals and histologically examined for Besnoitia cysts. Cysts were present in the skin biopsies of the leg of the infected goats from day 28 PI. There were variations in hematological analyses, but no significant difference was seen. From day 30 to 360 PI, results showed that SAA, Hp, fibrinogen, and ceruloplasmin concentrations increased, whereas testosterone concentrations decreased. Infected goats exhibited decrease of albumin and increase of serum total protein and globulin concentrations. By contrast, there were no significant differences in the remained analyses concentrations.