• Title/Summary/Keyword: index extraction

Search Result 443, Processing Time 0.025 seconds

Unsupervised Classification of Landsat-8 OLI Satellite Imagery Based on Iterative Spectral Mixture Model (자동화된 훈련 자료를 활용한 Landsat-8 OLI 위성영상의 반복적 분광혼합모델 기반 무감독 분류)

  • Choi, Jae Wan;Noh, Sin Taek;Choi, Seok Keun
    • Journal of Korean Society for Geospatial Information Science
    • /
    • v.22 no.4
    • /
    • pp.53-61
    • /
    • 2014
  • Landsat OLI satellite imagery can be applied to various remote sensing applications, such as generation of land cover map, urban area analysis, extraction of vegetation index and change detection, because it includes various multispectral bands. In addition, land cover map is an important information to monitor and analyze land cover using GIS. In this paper, land cover map is generated by using Landsat OLI and existing land cover map. First, training dataset is obtained using correlation between existing land cover map and unsupervised classification result by K-means, automatically. And then, spectral signatures corresponding to each class are determined based on training data. Finally, abundance map and land cover map are generated by using iterative spectral mixture model. The experiment is accomplished by Landsat OLI of Cheongju area. It shows that result by our method can produce land cover map without manual training dataset, compared to existing land cover map and result by supervised classification result by SVM, quantitatively and visually.

Anomaly Detection from Hyperspectral Imagery using Transform-based Feature Selection and Local Spatial Auto-correlation Index (자료 변환 기반 특징 선택과 국소적 자기상관 지수를 이용한 초분광 영상의 이상값 탐지)

  • Park, No-Wook;Yoo, Hee-Young;Shin, Jung-Il;Lee, Kyu-Sung
    • Korean Journal of Remote Sensing
    • /
    • v.28 no.4
    • /
    • pp.357-367
    • /
    • 2012
  • This paper presents a two-stage methodology for anomaly detection from hyperspectral imagery that consists of transform-based feature extraction and selection, and computation of a local spatial auto-correlation statistic. First, principal component transform and 3D wavelet transform are applied to reduce redundant spectral information from hyperspectral imagery. Then feature selection based on global skewness and the portion of highly skewed sub-areas is followed to find optimal features for anomaly detection. Finally, a local indicator of spatial association (LISA) statistic is computed to account for both spectral and spatial information unlike traditional anomaly detection methodology based only on spectral information. An experiment using airborne CASI imagery is carried out to illustrate the applicability of the proposed anomaly detection methodology. From the experiments, anomaly detection based on the LISA statistic linked with the selection of optimal features outperformed both the traditional RX detector which uses only spectral information, and the case using major principal components with large eigen-values. The combination of low- and high-frequency components by 3D wavelet transform showed the best detection capability, compared with the case using optimal features selected from principal components.

Chemical·Structural characterization of lignin extracted from Pitch Pine with Ionic Liquid (1-ethyl-3-methylimidazolium acetate)Pine with Ionic Liquid (1-ethyl-3-methylimidazolium acetate) (이온성액체(1-ethyl-3-methylimidazolium acetate)로 추출한 리기다소나무(pitch pine) 리그닌의 화학·구조 특성)

  • Kim, Jae-Young;Kim, Tae-Seung;Hwang, Hye-Won;Oh, Shin-Young;Choi, Joon-Weon
    • Journal of the Korean Wood Science and Technology
    • /
    • v.40 no.3
    • /
    • pp.194-203
    • /
    • 2012
  • 1-Ethyl-3-methylimidazolium acetate known as efficient biomass pretreatment reagent was used for the extraction of lignin from rigida pine wood (pitch pine), which was called to ionic liquid lignin (ILL), and chemical structural features of ILL were compared with the corresponding milled wood lignin (MWL). The amounts of phenolic hydroxyl groups (Phe-OH) was determined to 10.0% for ILL and 7.2% for MWL, respectively, where those of methoxyl groups (OMe) were 4.9% for ILL and 11.0% for MWL, respectively. The weight average molecular weight (Mw) of ILL (3,995) were determined to ca. 1/2 of that of MWL (8,438) and polydispersity index (PDI: Mw/Mn) suggested that the lignin fragments were more uniform in the ILL (PDI 1.36) than in the MWL (PDI 2.64). The temperature (Tm) corresponding to maximum decomposition rate (Vm) of ILL ($306.6^{\circ}C$) was ca. $35^{\circ}C$ lower than that of MWL ($341.9^{\circ}C$), suggesting that ILL was thermally unstable than MWL, as evidence from the lower Tm for ILL. Moreover, the structural characteristics of ILL and MWL were confirmed by spectroscopic analyses (FT-IR and $^{13}C$-NMR), and these results indicated ionic liquid (1-ethyl-3-methylimidazolium acetate) was chemically or physically bound to ILL.

Effect of water hardness on coffee composition and coffee preference by university students (물의 경도가 커피의 조성과 일반 대학생들의 커피 선호도에 미치는 영향)

  • Yoo, In-Kyung;Jang, Do-Hyeon;Kwon, Woo-Jin;Lee, Keon-Hee;Lim, Jinkyu
    • Korean Journal of Food Science and Technology
    • /
    • v.52 no.5
    • /
    • pp.435-440
    • /
    • 2020
  • Water is a major ingredient and comprises over 98% content of coffee. In this study, coffees prepared with distilled water (L) and waters with medium (M) and high hardness (H) were investigated for organic acid, caffeine, and eugenol contents and analyzed by sensory evaluation. Organic acid content was the highest in H-coffee. The contents of chlorogenic acid and caffeine, the characteristic bitter taste molecules, were the highest in L-coffee. The level of eugenol, one of the representative aroma components, was the lowest in M-coffee but similar between L- and H-coffees. The sensory evaluation test, conducted on a university student group comprising 56 female and 47 male participants, showed that L-coffee was the most preferred (42% or higher), but there was no significant difference in bitterness, acidity, body, and balance. Results suggest that the preference index of coffee taste among university students may be different from that of coffee experts who prefer coffee extracted with water of certain hardness.

Professional baseball PPL advertising attributes Brand Awareness, Brand Attitude and Behavioral Influence (프로야구 PPL광고속성이 브랜드인지, 브랜드태도 및 행동의도에 미치는 영향)

  • Nam, Jae-Jun;Lee, Jea-Woog
    • Journal of the Korean Applied Science and Technology
    • /
    • v.37 no.4
    • /
    • pp.1052-1065
    • /
    • 2020
  • This study analyzed the effects of professional baseball PPL advertising speed on brand awareness, brand attitude, and behavioral intention for professional baseball consumers. The purpose of this study is to present a method that can be used as a variety of marketing utilization strategies of professional baseball teams and parent companies. This study was conducted on 411 professional baseball consumers. For data processing, frequency analysis, reliability analysis, reliability analysis, and multiple regression analysis were performed using SPSS 25.0 Window Version. Then, the average variance extraction index (AVE) and construct validity (CR) were calculated to verify convergent validity and discriminant validity. In addition, confirmatory factor analysis (CFA) was performed using AMOS 25.0. As a result, first, it was found that entertainment, informativeness, and discomfort, which are sub-factors of PPL advertisement speed, have a significant effect on brand recognition. Second, entertainment, information, and discomfort, which are sub-factors of PPL advertising speed, have a significant effect on brand attitude. Third, entertainment, informativeness, and discomfort, which are sub-factors of PPL advertisement speed, have a significant effect on behavioral intention. Fourth, it was found that brand awareness and brand attitude have a significant effect on behavioral intention.

Analysis of Hydrological Surface Characteristics using ArcView/Spatial Analyst GIS Extension (ArcView/spatial Analyst GIS 확장 프로그램을 이용한 수리지형 특성인자 분석)

  • Lee, Ki-Won
    • Journal of the Korean earth science society
    • /
    • v.22 no.6
    • /
    • pp.491-499
    • /
    • 2001
  • Generally, several hydrological characteristics which can be obtained from geographic processing in GIS S/W would be utilized to actual hydrological applications such as landslide stability or drainage analysis. Furthermore, by using practical GIS extension programs, it can be possible that automatic extraction task of those information, which was time-consuming and complex processing, is performed as systematical and automatic processing. In this study, using ArcView GIS S/W and its extensions concerning hydrological processing, some waterflow and surface factors in the area of Yemi sheet scaled 1:50,000 were extracted. Then, assessment of landslide stability, determined by DEM-based variables were carried out in order to investigate practical applicability of extension programs. It is thought that several hydrological factors extracted by this study were significant information to predict field model or hydrological hazardous events. It also reveals that landslide potential is overall stable with stability index mapping and S-A plot, with theoretical basis. This methodology can be applicable to other areas related to hydrological characteristics with measurements in fields.

  • PDF

BIOLOGICAL EFFECTS OF pH CONCENTRATION ON CULTURED HUMAN PERIODONTAL LIGAMENT CELL ACTIVITY IN VITRO (수소이온 농도의 변화가 배양 인체 치주인대 세포의 활성에 미치는 영향)

  • Kim, Seong-Ho;Park, Kui-Woon;Yoo, Hyung-Keun;Shin, Hyung-Shik
    • Journal of Periodontal and Implant Science
    • /
    • v.25 no.3
    • /
    • pp.539-556
    • /
    • 1995
  • Periodontal therapeutic modalities should be re-establishing and regenerating the periodontal tissue previously lost to the disease. To achieve periodontal regeneration, periodontal ligament cells must selective migrate to the deneded root surface, attached and proliferated it. Local pH concentration is one of the most factors that periodontal regeneration. The aims of this study were to examine on biological effects of pH to the human periodontal ligament cells in vitro, especially on the cell morphology, attachment, activity, vitality and viability. Human periodontal ligament cells were cultured from extracted tooth for non-periodontal reason. Immediately after extraction, any soft tissue adhering to the cervical parts of the roots was carefully removed with a sterile curette. To produce different pH levels in the media, Eagle's MEM was adjusted from pH 6.6 to 8.2 in 0.2 intervals with 1 M NaOH and 1 N HCl. After cultivation, Then, Periodontal ligament cells were cultured at pH ranging from 6.6-8.2. attachment assay was done at 1, 2 day incubation and activity assay was done at 1, 2, 3 day incubation. The experiments were evaluated by scaning electron microscopic techniques (HITACHIX-650 Scaning Electron Microanalyzer, Tokyo, Japan), MTT assay, and the cultured periodontal ligament cells were fixed in neutral formalin for 24 hours and immunohistochemically processed by PCNA for proliferating ability. The surviving cells in the medium showed slightly increased volume and widening intercellular distances at low concentration of pH than control group (pH 7.4), and apparently shrinkage at high concentration of pH than control group (pH 7.4). The results of the statistical analysis from the experiment on attachment, vitality and viability were as follows. Attachment of periodontal ligament cells at 1st and 2nd day, similar attachment rate of low concentration pH compared with control value (pH 7.4). But above pH 8.0, attachment rate were statistically significant decrease from control value(P<0.05). Periodontal ligament cell's activities were maximum at pH 7.6 by MTT assay. Similar with control value at low concentration of pH. But, the activities were statistically significant decrease at high concentraration of pH(P<0.05). Cellular proliferating rate (PCNA index) were statistically significant decrease from control value at low and high concentration of pH(p<0.05). This results suggested that hjgh concentration pH, in other words, alkali pH was cytotoxic effects on human periodontal ligament cells in vitro.

  • PDF

Effects of National Dental Screening on Dental Caries Experience, Treatment, and Cost in Children (국가 구강검진이 어린이의 치아우식 경험, 치료 및 비용에 미치는 영향)

  • Lee, Jonghyung;Lee, Hangil;Son, Donghyun;Kim, Jihun
    • Journal of the korean academy of Pediatric Dentistry
    • /
    • v.47 no.3
    • /
    • pp.248-256
    • /
    • 2020
  • This study aimed to evaluate the effects of national dental screening for children in Korea in the aspects of prevention of dental caries, the number of treatments related to dental caries, and cost of dental care. The study used the national cohort data on children health screening provided by National Health Insurance Service, and analyzed 32,937 1st dental screening, 22,608 2nd dental screening, 13,708 3rd dental screening, and 241,043 cases from the dental care of 27,944 children born in year 2008 and 2009. The decayed-filled teeth index and decayed-filled person rate, calculated from the results of the 2nd and 3rd dental screening, decreased as the number of preceding dental screening increased. Glass ionomer and amalgam restoration, pulp treatment of primary teeth and extraction of primary canine and molar were shown to decrease as the number of examined dental screening increased, and the total cost of dental care covered by national health insurance also decreased as the number of dental screening increased. In conclusion, national dental screening for children is an efficient and economical oral health care method that prevents dental caries and lowers the possibility of dental caries related treatment, thereby reducing cost of dental care.

Fungal Biodiversity in Cardamom Protected Forests and Seima Biodiversity Conservation Area of Cambodia

  • Kim, Nam Kyu;Lee, Jin Heung;Jo, Jong Won;Bunthoeun, Roth;Ngeth, Chea;Lee, Jong Kyu
    • Journal of Forest and Environmental Science
    • /
    • v.32 no.2
    • /
    • pp.158-163
    • /
    • 2016
  • Mushroom surveys and collections were conducted in the western and eastern forest areas in Cambodia, and then fungal biodiversity was analyzed by identifying mushrooms. One thousand and three hundreds eighty three specimens were identified by morphological and genetical characteristics, and were classified into 238 species, 160 genera, 52 families, 15 orders, and 3 phylums. The collected mushrooms were immersed in 70% ethyl alcohol for DNA extraction, and the rest of them were dried in the portable mushroom dryer for 12 hrs. Among these mushrooms, the genera Mycena (8.7%), Ganoderma (5.6%), Microporus (5.3%), Marasmius (4.2%), Marasmiellus (3.0%), Phellinus (2.5%), Trametes (2.5%), Hygrocybe (1.9%) and Pycnoporus (1.5%) were dominant. In the western Cambodia, 1,061 specimens were collected from Koh Kong forests, while 263 specimens were collected from the eastern Cambodia, Seima and Mondulkiri forests. Elevations of surveyed sites were ranged from 0 to 750 m above sea level. The number of species observed in the elevation of 251-500 m was the highest as compared to the other ranges of elevation. Daldinia concentrica, Microporus vernicipes, Microporus xanthopus, Pycnoporus coccineus, Stereum hirsutum, and Stereum ostrea were commonly distributed in all ranges of elevation, while the distribution of Ceratomyxa fruticulosa, Panus fulvus, Schizophyllum, Trametes versicolor, and Tyromyces chioneus were limited under 500 m. One hundred and forty one species including Amauroderma sp., Bjerkandera adusta, Trichaptum abietinum, and Tyromyces chioneus were collected only in Cardamom, while 20 species including Auricularia auricula-judae, Coriolopsis sanguinaria, Rigidoporus microporus, and Xylaria polymorpha were collected only in Seima. Ganoderma sp., Mycena sp., Marasmius sp., Microporus xanthopus, Phellinus sp., and Russula sp. were dominant species in both the western and eastern Cambodia. Species diversity indices in the eastern and western survey sites were 1.83 and 1.77, respectively, while evenness indices were 0.92 and 0.90. The species similarity index between two survey sites was 0.42.

THE LATERAL CEPHALOMETRIC STUDY OF THE GROWING CHILDREN WITH CLASS III MALOCCLUSION BY KIM'S ANALYSIS (Kim's analysis에 의한 III급 부정교합아동의 측모두부방사선 계측학적 연구)

  • Yang, Ku-Ho;Choi, Nam-Ki;Jeong, Jin-Gug
    • Journal of the korean academy of Pediatric Dentistry
    • /
    • v.30 no.2
    • /
    • pp.298-307
    • /
    • 2003
  • The purpose of this study was to investigate the distribution and differences of the cephalometric measurements between normal occlusion and the class III malocclusion. Kim's analysis was achieved and compared on both the 141 elementary school students with proper profile and normal occlusion and the class III malocclusion group at the age of 7 to 9, in Gwang-ju area and the results were as follows; 1. The ODI, APDI, IIA, UL showed statistically significant differences between normal occlusion and class III malocclusion(p<0.01). But, no significant difference existed in both CF and EI. 2. The mean value of ODI was 72.62, APDI 80.47 IIA 121.37 in normal occlusion. 3. The mean value of ODI was 64.45, APDI 87.31 IIA 129.89 in class III malocclusion. 4. ODI decreased as APDI increased, and the correlation coefficient was -0.576 in both normal occlusion and class III malocclusion. 5. The correlation coefficient related to EI was CF 0.777, LL -0.670, UL -0.588, IIA 0.485. It means that UL and LL were very sensitively reflected on EI.

  • PDF