• 제목/요약/키워드: ginseng regression model

검색결과 17건 처리시간 0.03초

가시광선 및 근적외선 투과스펙트럼을 이용한 홍삼의 내부품질예측 (Internal Quality Estimation of Korean Red Ginseng Using VIS/NIR Transmittance Spectrum)

  • 손재룡;이강진;김기영;강석원;최규홍;장익주
    • Journal of Biosystems Engineering
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    • 제29권4호
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    • pp.335-340
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    • 2004
  • This study was conducted to evaluate the internal quality of Korean red ginseng using VIS/NIR transmittance spectra. To classify the internal qualities, partial least squares(PLS) regression was conducted. The main results are as follows: To develop the PLS model, several wave bands were divided and incorporated into the model. Among the bands, the wavelength range of 550-1,020nm, excluded noise signal, showed the best evaluation results. Effect of step size on the performance of quality evaluation showed optimal at 15 steps. In order to enhance the accuracy of quality evaluation, the abnormal spectrum shape was considered first and then the PLS model was applied. Among the 150 samples, 12 samples were evaluated by the spectrum shape. In this study, to develop the optimal PLS regression model, among the 150 samples, 138 samples was used with exception of 12 samples which could evaluate the spectrum shape. The result of quality evaluation was promising as SEC and correlation coefficient were 1.09 and 0.967, respectively, and SEP and correlation coefficient were 1.04 and 0.958, respectively.

근적외선(NIR) 분광법에 의한 수삼의 성분 측정 (Measurement of the proximate components of fresh ginseng (Panax ginseng C.A Meyer) using Near-Infrared Reflectance Spectroscopy)

  • 장규섭;이의석;이규희
    • 농업과학연구
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    • 제28권2호
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    • pp.116-124
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    • 2001
  • 종래의 화학적 방법에 의한 일반 분석으로 수분, 전분, 회분, 조섬유, 칼슘, 마그네슘 등의 성분 분석 결과 수치와 근적외 분광 분석기를 이용하여 검량선을 작성한 결과, 결정계수 ($R^2$)는 전분(0.951), 칼슘(0.933), 수분(0.918), 회분(0.897), 조섬유(0.728), 마그네슘(0.390)의 순으로 높았고, 조섬유와 마그네슘의 경우는 결정계수 값이 다소 떨어지는 경향이 있었지만, 기존의 분석 방법과 유사한 경우를 얻었다. 향후 계속적인 시료의 보강과 모집단 분석을 이용한 체계적인 확충을 통해 얻어진 개량된 검증식을 사용하게 된다면 앞으로 수삼의 분석을 효과적으로 수행할 수 있을 것으로 사료된다.

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Application of Near Infrared Spectroscopy for Nondestructive Evaluation of Nitrogen Content in Ginseng

  • Lin, Gou-lin;Sohn, Mi-Ryeong;Kim, Eun-Ok;Kwon, Young-Kil;Cho, Rae-Kwang
    • 한국근적외분광분석학회:학술대회논문집
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    • 한국근적외분광분석학회 2001년도 NIR-2001
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    • pp.1528-1528
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    • 2001
  • Ginseng cultivated in different country or growing condition has generally different components such as saponin and protein, and it relates to efficacy and action. Protein content assumes by nitrogen content in ginseng radix. Nitrogen content could be determined by chemical analysis such as kjeldahl or extraction methods. However, these methods require long analysis time and result environmental pollution and sample damage. In this work we investigated possibility of non-destructive determination of nitrogen content in ginseng radix using near-infrared spectroscopy. Ginseng radix, root of Panax ginseng C. A. Meyer, was studied. Total 120 samples were used in this study and it was consisted of 6 sample sets, 4, 5 and 6-year-old Korea ginseng and 7, 8 and 9-year-old China ginseng, respectively. Each sample set has 20 sample. Nigrogen content was measured by electronic analysis. NIR reflectance spectra were collected over the 1100 to 2500 nm spectral region with a InfraAlyzer 500C (Bran+Luebbe, Germany) equipped with a halogen lapmp and PbS detector and data were collected every 2 nm data point intervals. The calibration models were carried out by multiple linear regression (MLR) and partial least squares (PLS) analysis using IDAS and SESAME software. Result of electronic analysis, Korean ginseng were different mean value in nitrogen content of China ginseng. Ginseng tend to generally decrease the nitrogen content according as cultivation year is over 6 years. The MLR calibration model with 8 wavelengths using IDAS software accurately predicted nitrogen contents with correlation coefficient (R) and standard error of prediction of 0.985 and 0.855%, respectively. In case of SESAME software, the MLR calibration with 9 wavelength was selected the best calibration, R and SEP were 0.972 and 0.596%, respectively. The PLSR calibration model result in 0.969 of R and 0.630 of RMSEP. This study shows the NIR spectroscopy could be applied to determine the nitrogen content in ginseng radix with high accuracy.

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Acremonidin E produced by Penicillium sp. SNF123, a fungal endophyte of Panax ginseng, has antimelanogenic activities

  • Kim, Kyuri;Jeong, Hae-In;Yang, Inho;Nam, Sang-Jip;Lim, Kyung-Min
    • Journal of Ginseng Research
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    • 제45권1호
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    • pp.98-107
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    • 2021
  • Background: Ginseng extracts and ginseng-fermented products are widely used as functional cosmetic ingredients for their whitening and antiwrinkle effects. Recently, increasing attention has been given to bioactive metabolites isolated from endophytic fungi. However, little is known about the bioactive metabolites of the fungi associated with Panax ginseng Meyer. Methods: An endophytic fungus, Penicillium sp. SNF123 was isolated from the root of P. ginseng, from which acremonidin E was purified. Acremonidin E was tested on melanin synthesis in the murine melanoma cell line B16F10, in the human melanoma cell line MNT-1, and in a pigmented 3D-human skin model, Melanoderm. Results: Acremonidin E reduced melanogenesis in α-melanocyte-stimulating hormone (α-MSH)-stimulated B16F10 cells with minimal cytotoxicity. qRT-PCR analysis demonstrated that acremonidin E downregulated melanogenic genes, including tyrosinase and tyrosinase-related protein 1 (TRP-1), while their enzymatic activities were unaffected. The antimelanogenic effects of acremonidin E were further confirmed in MNT-1 and a pigmented 3D human epidermal skin model, Melanoderm. Immunohistological examination of the Melanoderm further confirmed the regression of both melanin synthesis and melanocyte activation in the treated tissue. Conclusion: This study demonstrates that acremonidin E, a bioactive metabolite derived from a fungal endophyte of P. ginseng, can inhibit melanin synthesis by downregulating tyrosinase, illuminating the potential utility of microorganisms associated with P. ginseng for cosmetic ingredients.

생물검정 및 토양환경요인에 의한 인삼 뿌리썩음병의 발병예측 모형의 적합성 검정 (Fitness Analysis of the Forecasting Model for the Root Rot Progress of Ginseng Based on Bioassay and Soil Environmental Factors)

  • 박규진
    • 식물병연구
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    • 제7권1호
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    • pp.20-24
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    • 2001
  • 생물검정에 의한 유묘 이병율의 직접 조사치, 또는 근면 및 토양요인에 의한 이병율의 추정치를 이용하여 포장내에서의 년생별 지상부 결주율을 추정함으로써 토양에서의 인삼 뿌리썩음병 발병을 예측할 수 있는 시험 모형을 개발하였다. 그리고 발병예측 모형의 용인별 결주율 추정치와 포장에서 결주율 조사치간의 적합성을 통계분석을 통해 조사한 결과, 유묘 이병율에 의한 결주율 추정치는 근권요인(토양 이화학성 및미생물상 밀도)에 의한 추정치에 비해 결주율 조사치에 대한 적합성이 더 높았다. 조사 포장수를 확대하여 유묘이병율에 의한 발병예측 모형식의 적합성을 재확인한 결과, 저년생 인삼의 결주율 추정치는 3년생 포장, 그리고 고년생 인삼의 결주율 추정치는 5년생 포장에서의 실제 결주율 조사치와 1% 통계적 유의수준에서 일치하였다. 유묘 이병율에 의한 발병예측 모형식은 인삼 뿌리썩음병에 대한 토양 검정 차원에서 적용할 경우 재배예정지의 적지 여부를 판정할 수 있고, 인삼 생육기간 중에 적용할 경우 고년생 포장에서의 병진전을 예측할 수 있어 조기수확 여부를 판정할 수 있을 것으로 사료된다.

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Drying Ginseng Slices Using a Combination of Microwave and Far-Infrared Drying Techniques

  • Gong, Yuan Juan;Sui, Ying;Han, Chung Su;Ning, Xiao Feng
    • Journal of Biosystems Engineering
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    • 제41권1호
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    • pp.34-42
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    • 2016
  • Purpose: This study was performed to improve the drying quality and drying rate of ginseng slices by combining microwave and far-infrared drying techniques. Methods: Based on single-factor experiments and analyses, a quadratic regression orthogonal rotation combination design was adopted to study the effects of the moisture content at the conversion point between the microwave and far-infrared techniques, the ginseng slice thickness and the far-infrared drying temperature on the chip drying time, the surface color difference value, the nutritional composition and the surface shrinkage rate index. Results: Compared to the far-infrared drying alone, the combined microwave and far-infrared drying resulted in an increase in the saponin content of the ginseng slices and reductions in the drying time, surface color difference, and shrinkage rate. Conclusions: We established a mathematical model of the relationships between the surface shrinkage rate index and the experimental factors using the multi-objective nonlinear optimization method to determine the optimal parameter combination, which was confirmed to be the following: microwave and far-infrared moisture contents of 65%, a ginseng slice thickness of 1 mm, and a far-infrared drying temperature of $54^{\circ}C$.

Practical modeling of cigarette ventilation rate

  • Kim, Young-Hoh;Lee, Moon-Yong;Rhee, Kyu-Seo;Lee, Dong-Wook
    • 한국연초학회지
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    • 제21권2호
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    • pp.109-118
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    • 1999
  • A model predicted describing the effect of cigarette making materials on the level of filter ventilation was developed and evaluated. The developed model was expressed in terms of a linear and quadratic relationship which was validated with experimental measurements for different porosity of plug wrap and tipping paper, unencapsulated pressure drop of filter plug and cigarette column and vent position. Forty-six experimental frequencies were determined as a result of using three levels with five factors Box-Behnken design and analyzed by the multiple regression analysis with backward stepwise in STATISTICA/PC under restricted conditions. The four factors, except filter pressure drop variable, were statistically significant at the level of 0.05 but most of all linear by linear interactions were comparatively lower significant. By the analysis of linear and quadratic regression coefficient, filter ventilation of the cigarette was affected by porosity of plugwrap (5.87, -4.25), porosity of tip paper (5.68, -1.00), vent position (-3.87, 3.08), tobacco column pressure drop (2.56, 0.66), and filter pressure drop (1.50, 0.58) in the decreasing order. It should be emphasized that the major conclusion of this study was not that any particular parameter was linear or quadratic on any limit scale, but that there were highly significant relationships among factors involving linear, quadratic and their interaction and perhaps even linearity between and within factors. While, there is also quite strong evidence that vent position from mouth end and cigarette making materials are reverse relationship on this experimental model. On the basis of the result, it can be concluded that the porosity of the plug wrap and tipping paper has a marked effect on degree of filter ventilation rate. The F-value of plug wrap and tipping paper porosity among five factors were 39.2 and 36.8 respectively with P-value of 0.000 indicating higher significant for both factors. According to the analysis of variance, the model fitted for filter ventilation was significant at 5% confidence level and the coefficient of determination ($R^2$=0.84) was the proportion to variability in the data well fitted for by the model.

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쥐오줌풀의 생육 및 뿌리수량에 미치는 광도와 온도의 영향 (Effects of Light Intensity and Temperature on Growth and Root Yield of Valeriana fauriei var. dasycarpa HARA)

  • 이종철;조장환;안대진;최영현
    • 한국약용작물학회지
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    • 제4권1호
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    • pp.7-11
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    • 1996
  • 쥐오줌풀의 재배법 구명을 위한 기초자료를 얻고자 광도 및 온도가 쥐오줌풀의 생육 및 근수량에 미치는 영향을 조사하였던 바 그결과는 다음과 같다. 1. 온도 및 광도와 쥐오줌풀 잎의 광합성간에는 고도로 유의한 2차곡선회귀가 인정되었으며, 이 회귀식에 의해 산출된 최대광합성을 위한 광도는 40,000Lux, 온도는 $17.7^{\circ}C$이었다. 2. 쥐오줌풀의 뿌리수량은 고냉지인 진부에서는 차광구에 비해 무차광구에서 증가하였으나 평야지인 음성에서는 오히려 차광구에서 증가되었다. 또한 지역간의 뿌리수량은 음성에서 보다는 진부에서 많았다. 3. 온도와 쥐오줌풀의 엽폭 및 근중간에는 각각 고도로 유의한 2차곡선회귀가 인정되었으며 이 회귀식에 의해 산출한 근생장(根生長)의 최적온도는 약 $20.3^{\circ}C$이었다.

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Improvement of antithrombotic activity of red ginseng extract by nanoencapsulation using chitosan and antithrombotic cross-linkers: polyglutamic acid and fucoidan

  • Kim, Eun Suh;Lee, Ji-Soo;Lee, Hyeon Gyu
    • Journal of Ginseng Research
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    • 제45권2호
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    • pp.236-245
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    • 2021
  • Background: Red ginseng (RG) extract, especially ginsenoside Rg1 and Rb1 fractions has been reported to have antithrombotic activities. However, gastric instability and low intestinal permeability are considered to be obstacles to its oral administration. We hypothesized that stability, permeability, and activities of RG might be improved by encapsulation within nanoparticles (NPs) prepared with antithrombotic coating materials. Methods: RG-loaded chitosan (CS) NPs (PF-NPs) were prepared by complex ionic gelation with the antithrombotic wall materials, polyglutamic acid (PGA), and fucoidan (Fu). The concentrations of PGA (mg/mL, X1) and Fu (mg/mL, X2) were optimized for the smallest particle size by response surface methodology. Antithrombotic activities of RG and PF-NPs were analyzed using ex vivo and in vivo antiplatelet activities, in vivo carrageenan-induced mouse tail, and arteriovenous shunt rat thrombosis models. Results: In accordance with a quadratic regression model, the smallest PF-NPs (286 ± 36.6 nm) were fabricated at 0.628 mg/mL PGA and 0.081 mg/mL Fu. The inhibitory activities of RG on ex vivo and in vivo platelet aggregation and thrombosis in in vivo arteriovenous shunt significantly (p < 0.05) increased to approximately 66.82%, 35.42%, and 38.95%, respectively, by encapsulation within PF-NPs. For an in vivo carrageenan-induced mouse tail thrombosis model, though RG had a weaker inhibitory effect, PF-NPs reduced thrombus significantly due to the presence of PGA and Fu. Conclusion: PF-NPs contributed to improve the activities of RG not only by nanoencapsulation but also by antithrombotic coating materials. Therefore, PG-NPs can be suggested as an efficient delivery system for oral administration of RG.

담배의 생장반응에 관한 수리해석적 연구 제2보 담배생장곡선의 신모형에 관하여 (Mathematical Analysis of Growth of Tobacco (Nicotiana tabaccum L.) II. A New Model for Growth Curve)

  • 김용암;반유선
    • 한국작물학회지
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    • 제27권1호
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    • pp.84-86
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    • 1982
  • 담배의 품종과 재배형별 주당 건물중의 경시적 변화를 보다 더 정밀하게 표현할 수 있는 생장곡선방정식을 수식화하기 위하여 3가지의 생장모형을 만들어서 그 타당성을 분석한 결과는 다음과 같다. 1. 담배의 건물중에 가장 적합한 생장곡선은 C형이며 이 생장곡선은Y = A + (1-$\sqrt{4AK+1}$)/2이다. 2. 이 곡선은 이식후 35-55일의 편차가 Logistic curve보다 더 작으며 정밀하다.

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