• Title/Summary/Keyword: near-infrared spectroscopy(NIRS)

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Prediction on the Quality of Forage Crop by Near Infrared Reflectance Spectroscopy (근적외선 분광법에 의한 사초의 성분추정)

  • Lee, Hyo-Won;Kim, Jong-Duk;Kim, Won-Ho;Lee, Joung-Kyong
    • Journal of The Korean Society of Grassland and Forage Science
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    • v.29 no.1
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    • pp.31-36
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    • 2009
  • This study was conducted to find out an alternative way of rapid and accurate analysis of forage quality. Near reflectance infrared spectroscopy (NIRS) was used to evaluate the possibility of forage analysis and collect 258 samples such as barley for whole crop silage, forage corn and sudangrass from 2002 to 2007. The samples were analyzed for CP (crude protein), CF (crude fiber), ADF (acid detergent fiber), NDF (neutral detergent fiber) and IVTD (in vitro true digestibility), and also scanned using NIRSystem with wavelength from $400{\sim}2,400nm$. Multiple linear regression was used with wet analysis data for developing the calibration model and validate unknown samples. The important index In this experiment was SEC and SEP $r^2$ for CF, CP, NDF, ADF and IVTD in calibration set were 0.70, 0.86, 0.94, 0.94 and 0.89, also 0.47, 0.39, 0.89, 0.90 and 0.61 in validation sample, respectively. The results of this experiment indicates that NIRS was reliable analytical method to assess forage quality, specially in CF, ADF and IVTD, sample should be included for respective forage samples to get accurate result. More robust calibrations can be made to cover every forage samples if added representative sample set.

Neuro-scientific Approach to Fashion Visual Merchandising -Comparison of Brain Activation to Positive/Negative VM in Fashion Store Using fNIRS- (패션 비주얼머천다이징의 뇌 과학적 접근 -fNIRS를 이용한 패션매장의 긍정적/부정적 VM에 대한 뇌 활성 비교-)

  • Kim, Hyoung Suk;Lee, Jin Hwa
    • Journal of the Korean Society of Clothing and Textiles
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    • v.41 no.2
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    • pp.254-265
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    • 2017
  • This study examines the possibility of a neuro-scientific approach to fashion Visual Merchandising (VM), by researching the brain activation of customers about fashion stores in terms of VM. Study subjects were in 20's-30's residing in Busan and ten ordinary person or fashion industry related individuals, it measures the change of cerebral blood flow on positive/negative photo stimulus in terms of VM using a functional Near Infrared Spectroscopy (fNIRS) device, and then compared the brain activation to the difference of the fashion store VM. Photo stimuli utilized in the experiment were selected through a preliminary study in advance. The results of this study are as follows. First, the brain activation was found in all 16 channels of stimulus ranges of fashion store VM regardless of positive/negative stimulus. This means that the VM of fashion store causes changes to the cerebral blood flow of consumers, which implies that consumer behavior can be affected by store VM. It also shows that the brain is more active in negative VM stimulus than positive VM despite slight differences in the subjects. In terms of VM, this suggests that the negative factors of fashion stores have a greater effect on the brains of consumers compared to the positive factors. Second, the reaction of the brain channel is different according to the positive/negative VM stimulus of the fashion store by product group and confirms that positive/negative VM stimulus can be distinguished by brain-reaction for the three product groups except for the underwear group among four product groups (men's wear store, women's wear store, underwear store, and sportswear store). The results indicate that more objective scientific measure and decision-making are possible through neuro-science in the strategic execution of VM. This study verified the possibility for a neuro-scientific approach to fashion VM; therefore, there are expectations for the various activation of interdisciplinary research and subsequent development of VM that utilize neuroscience in fashion marketing.

Construction of Database System on Amylose and Protein Contents Distribution in Rice Germplasm Based on NIRS Data (벼 유전자원의 아밀로스 및 단백질 성분 함량 분포에 관한 자원정보 구축)

  • Oh, Sejong;Choi, Yu Mi;Lee, Myung Chul;Lee, Sukyeung;Yoon, Hyemyeong;Rauf, Muhammad;Chae, Byungsoo
    • Proceedings of the Plant Resources Society of Korea Conference
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    • 2019.04a
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    • pp.42-42
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    • 2019
  • This study was carried out to build a database system for amylose and protein contents of rice germplasm based on NIRS (Near-Infrared Reflectance Spectroscopy) analysis data. The average waxy type amylose contents was 8.7% in landrace, variety and weed type, whereas 10.3% in breeding line. In common rice, the average amylose contents was 22.3% for landrace, 22.7% for variety, 23.6% for weed type and 24.2% for breeding line. Waxy type resources comprised of 5% of the total germplasm collections, whereas low, intermediate and high amylose content resources share 5.5%, 20.5% and 69.0% of total germplasm collections, respectively. The average percent of protein contents was 8.2 for landrace, 8.0 for variety, and 7.9 for weed type and breeding line. The average Variability Index Value was 0.62 in waxy rice, 0.80 in common rice, and 0.51 in protein contents. The accession ratio in arbitrary ranges of landrace was 0.45 in amylose contents ranging from 6.4 to 8.7%, and 0.26 in protein ranging from 7.3 to 8.2%. In the variety, it was 0.32 in amylose ranging from 20.1 to 22.7%, and 0.51 in protein ranging from 6.1 to 8.3%. And also, weed type was 0.67 in amylose ranging from 6.6 to 9.7%, and 0.33 in protein ranging from 7.0 to 7.9%, whereas, in breeding line it was 0.47 in amylose ranging from 10.0 to 12.0%, and 0.26 in protein ranging from 7.0 to 7.9%. These results could be helpful to build database programming system for germplasm management.

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Thermal residues analysis of plastics by FT-near infrared spectroscopy (근적외선분광법을 이용한 플라스틱류의 연소 잔류물 분석)

  • Lee, So Yun;Cho, Won Bo;Kim, Hyo Jin
    • Analytical Science and Technology
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    • v.30 no.5
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    • pp.234-239
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    • 2017
  • Identifying the components of residues that are not completely burned at the sites of fires site can provide valuable information for tracing the causes of fires. In order to clarify the types of plastic combustion residues found at the scenes of fires, we studied the residue formed after the combustion of polyethylene (PE) and acrylonitrile butadiene styrene (ABS). Plastic samples were burned at 200, 300, 350, 400, and $500^{\circ}C$ for 3 min using a cone calorimeter, and the changes in weight and combustion products were observed. The powder products obtained by lyophilization and pulverization of the combustion products obtained at each temperature were analyzed by a Fourier transform-near infrared (FT-NIR) spectrometer. When the PE samples were burned, the weight did not change up to $350^{\circ}C$, however a significant change in the weight could be measured above $400^{\circ}C$. The principal component analysis (PCA) of the FT-NIR spectra of the PE and ABS samples obtained at each temperature confirmed that the combustion residues at each temperature were PE and ABS, respectively. Therefore, the types of unburned plastics found at the sites of fires can be confirmed rapidly by near infrared spectroscopy.

Quantitative Analysis of Acid Value, Iodine Value and Fatty Acids Content in Vegetable Oils by NIRS (근적외선분광광도법을 이용한 식용유지의 산가, 요오드가, 지방산 정량법에 관한 연구)

  • Kim, Jae-Kwan;Choi, Ok-Kyung;Hwang, Sun-Il;Jeong, Jin-A;Kim, Yun-Sung;Park, Sin-Hee;Son, Mi-Hui;Kwon, Hye-Jung;Lee, Jung-Bock;Kim, Jong-Chan
    • Journal of environmental and Sanitary engineering
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    • v.22 no.4
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    • pp.65-76
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    • 2007
  • The possibility of rapid quantitative analysis of AV(Acid Value), IV(Iodine Value) and fatty acids in vegetable oils with NIRS(Near-infrared spectroscopy) was evaluated. A calibration equation calculated by MPLS regression technique was developed and correlation coefficient of determination for AV, IV, $C_{16:0},\;C_{18:0},\;C_{18:1},\;C_{18:2},\;C_{18:3},\;and\;C_{20:0}$ content were 0.9727, 0.997, 0.9805, 0.942, 0.9987, 0.9994, 0.9966, and 0.975 respectively. According to the data obtained from validation study, $R^2$ of contents of perilla, corn, soybean, rapaseed oils were 0.897, 0.993, 0.935, 0.707, 0.994, 0.996, 0.984, 0.798, SEP of contents of 0.185, 1.367, 0.899, 0.640, 1.498, 1.360, 0.476, 0.076 by MPLS. The results indicate that the NIRS procedure can potentially be used as a non-destructive analysis method for the rapid and simple measurement of AV, IV and fatty acids in vegetable oils.

Studies on Thermal Stability and Cure Behavior of Epoxy Resins using Electron-beam Curing Technique (전자선 경화를 이용한 에폭시 수지의 열안정성과 경화동력학에 관한 연구)

  • 박수진;허건영;이재락
    • Composites Research
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    • v.15 no.2
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    • pp.40-47
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    • 2002
  • The di-functional epoxy resins, i.e., diglycidylether of bisphenol A(DGEBA) and diglycidylethere of bisphenol F(DGEBF) were initiated by cationic catalyst, i.e., benzylquinoxalinium hexafluoroantimonate(BQH) using electron-beam(EB) technique. And the effect of structure of DGEBA and DGEBF on thermal stabilities and cure behaviors was investigated. According to the experimental results, the decomposed activation energy based on Horowitz-Metzger method was higher in the case of DGEBA, but intergral procedural decomposition temperature(IPDT) of DGEBA was lower than DGEBF. This could be interpreted in terms of high crosslink density resulted from hydroxyl bond of DGEBF backbone. It was confirmed in increasing the hydroxyl band at $7000\;cm^{-1}$ and $5235\;cm^{-1}$ using near-infrared spectroscopy(NIRS).

Estimation of Causal Connectivity between Cortical Areas Using Near-Infrared Spectroscopy (NIRS) (근적외선 분광법을 이용한 대뇌피질영역 간 연관성 분석)

  • Lee, Seung-Deok;Go, Dal-Gwon;Jeong, Yeong-Jin;Kim, Do-Won;Im, Chang-Hwan;Kim, Beop-Min
    • Proceedings of the Optical Society of Korea Conference
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    • 2009.10a
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    • pp.151-152
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    • 2009
  • 최근 신경과학 분야에서 대뇌피질 영역 간 연관성 분석은 신경학적 질병 (자폐증, 간질, 정신 분열증)의 분석 및 진단에 적용되고 있다. 기존 대뇌피질 영역 간 연관성 분석은 뇌전도 (EEG), 기능적 자기공명영상 (fMRI), 뇌자도 (MEG)등이 이용되었지만, 뇌전도의 낮은 공간분해능, 기능적 자기공명영상의 낮은 시분해능 등은 영역 간 연관성 분석에 단점으로 작용되고 있다. 반면, 근적외선 분광법(NIRS)은 대뇌피질에서의 혈류변화(oxy-, deoxy-hemoglobin)를 비침습적이며 빠른 시분해능으로 측정할 수 있는 방법으로 최근 신경과학 분야에 응용되고 있다 [1-2]. 본 논문에서는 근적외선 분광법을 이용한 대뇌피질영역 간 연관성 분석의 효용성을 입증하기 위해, 쥐의 수염자극 시 대응되는 지역 (일차-, 이차 체감각피질, 일차 운동피질 영역)에서의 혈류변화 신호의 영역 간 연관성 분석을 하였다. 본 연구결과에 의하면 수염자극 시 일차-, 이차 체감각피질 영역에서의 방향성은 확인할 수 없었고, 일차-, 이차 체감각피질 영역에서 일차 운동피질영역으로의 방향성은 확인할 수 있었다. 본 결과는 기존 수염자극 시 활성화되는 전기신호의 패턴과 일치하며, 향후 신경과학적 질병의 분석 및 진단에 근적외선을 이용한 대뇌피질 영역 간 연관성 분석이 유용할 수 있음을 보여준다.

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Experimental Study on Cerebral Hemodynamics during Observation of Plants

  • Suda, Ayumu;Lee, Ju-Young;Fujii, Eijiro
    • Proceedings of the Korean Institute of Landscape Architecture Conference
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    • 2007.10b
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    • pp.214-219
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    • 2007
  • Psychological and physiological effects of plants were studied by investigating human responses while observing plants. Eighteen healthy adult male(aged between $19{\sim}25$ years) participated in this study. Semantic differential method(SD method) and multi-channel near-infrared spectroscopy(NIRS) were used to survey verbal and non-verbal response, respectively. Cerebral hemodynamics as a new evaluation index of brain activity was recorded for right brain hemisphere where visual information is mainly delivered. Thirty seconds of cerebral blood flow in forty seven channels were calculated when watching five types of picture images with different rates of hedge against gray block wall; 0:10, 3:7, 5:5, 7:3, 10:0. In the SD results, similar evaluations were found in all subjects. However, the change of cerebral hemodynamics as a non-verbal response varied among subjects. Largely two patterns of hemodynamics change were found with increasing plants rate in picture images; group A showed significant decreases of blood flow volume in many cortical regions, Group B had significant increase of blood flow volume in the occipital region for the scenes seen comparatively more plant. Our findings on the cerebral hemodynamics may indicate that there are two patterns of brain activity during observation of plants; group A in which brain areas associated with visual information and thinking work simultaneously to the visual stimuli; group B in which brain areas associated only with visual information work.

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Analysis of Genetic Diversity of Korean Accessions of the Genus Acorus Using RAPD Markers and NIR Spectroscopy

  • Lee, Ja-Hyun;Kim, In-Seon;Lee, Seong-Gene;Rim, Kwang-Sub;Kim, Sung-Gil;Han, Tae-Ho
    • Horticultural Science & Technology
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    • v.29 no.3
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    • pp.232-239
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    • 2011
  • The genus Acorus is known as an indigenous medicinal plant. Genetic diversity of thirteen accessions of A. calamus and eight of A. gramineus, with an accession of Colocasia antiquorum and two of Iris pseudacorus as outgroups, were evaluated using RAPD markers for cluster analysis and principal coordinate analysis, and NIR spectroscopic profiles for principal component analysis.A total of 371 polymorphic bands were obtained by using the selected 12 random primers. The genetic distances were estimated from 0.03 to 0.31 within A. calamus and from 0.03 to 0.51 within A. gramineus. The dendrogram and three-dimensional plot separated the accessions into four distinct groups (A. calamus, A. gramineus, C. antiquorum, and I. pseudacorus). Moreover, for the diversity among genus Acorus, eleven A. calamus accessions, one A. gramineus accession, and two I. pseudacorus accessions were non-destructively analyzed from their leaves by NIR spectroscopy, which discriminated Acorus accessions like the RAPD analysis. Interestingly, thirteen accessions of A. calamus were clustered into two groups based on RAPD and NIR analyses, which indicates that there are two ecotypes of A. calamus in Korea. An accession (CZ) of A. calamus with yellow stripe on leaves was closely grouped with another (CX) at a genetic distance (GD) of 0.03, which shows that the stripe trait might be generated by chimeric mutation. The genetic distance between A. calamus and A. gramineus was revealed to be farthest from 0.80 to 0.88 GD. In genus Acorus the genetic diversity and genetic variation were identified by using RAPD marker technique and non-destructive NIRs.

근적외 분광분석법을 이용한 한국산과 미국산 잎담배의 판별분석

  • 장기철;김용옥;이경구
    • Journal of the Korean Society of Tobacco Science
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    • v.20 no.2
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    • pp.191-197
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    • 1998
  • Discriminant analysis using near infrared spectra derived from Korean Flue-cured(KF) and American Flue-cured(AF), and also Korean Burley(KB) and American Burley(AB) tobacco was done to classify flue-cured and burley tobacco as either grown in Korea or grown in the USA. Samples were scanned in the wavelength of 400 ~ 2500 nm by near infrared analyzer(NIRSystem Co., model 6500). The discrimination equations for flue-cured and burley tobacco were developed using partial least square 2 method in Infrasoft International NIRS 3 software package. KF samples used for the development of the discrimination equations were higher contents of total sugar, crude ash and chlorine, and higher value of leaf density and brightness, but lower contents of nicotine, total nitrogen and ether extracts, and higher value of redness than those of AF samples. KB samples were higher contents of nicotine, crude ash and chlorine, but lower contents of ether extracts and value of brightness than those of AB samples. On 3 dimensional graph drawn with 3 principal component scores calculated with 3 principal component from KF and KB sample spectra, KF sample spectra were significantly different from AF, and also KB sample spectra were significantly different from AB. The discrimination equations of flue-cured and burley were developed with 3 principal component, respectively. The discrimination equations for flue-cured and burley had a standard error of 0.03 and 0.04, and a R2 of 0.88 and 0.84, respectively. The tobacco samples used for the development of discrimination equation were perfectly classified as KF and AF by flue-cured discrimination equation, and also perfectly classified KB and AB by burley discrimination equation, respectively. The correct classification rates of KF and AF samples not used for the development of discrimination equations were 9S % (828 out of 869 samples) and 98 % (98 out of 100 samples) by flue-cured discrimination equations, and KB and AB samples were 94%(345 out of 368 samples) and 100%(42 out of 42 samples) by burley discrimination equations, respectively.

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