• Title/Summary/Keyword: Rating classification

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Detection of Forest Fire and NBR Mis-classified Pixel Using Multi-temporal Sentinel-2A Images (다시기 Sentinel-2A 영상을 활용한 산불피해 변화탐지 및 NBR 오분류 픽셀 탐지)

  • Youn, Hyoungjin;Jeong, Jongchul
    • Korean Journal of Remote Sensing
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    • v.35 no.6_2
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    • pp.1107-1115
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    • 2019
  • Satellite data play a major role in supporting knowledge about forest fire by delivering rapid information to map areas damaged. This study, we used 7 Sentinel-2A images to detect change area in forests of Sokcho on April 4, 2019. The process of classify forest fire severity used 7 levels from Sentinel-2A dNBR(differenced Normalized Burn Ratio). In the process of classifying forest fire damage areas, the study selected three areas with high regrowth of vegetation level and conducted a detailed spatial analysis of the areas concerned. The results of dNBR analysis, regrowth of coniferous forest was greater than broad-leaf forest, but NDVI showed the lowest level of vegetation. This is the error of dNBR classification of dNBR. The results of dNBR time series, an area of forest fire damage decreased to a large extent between April 20th and May 3rd. This is an example of the regrowth by developing rare-plants and recovering broad-leaf plants vegetation. The results showed that change area was detected through the change detection of danage area by forest category and the classification errors of the coniferous forest were reached through the comparison of NDVI and dNBR. Therefore, the need to improve the precision Korean forest fire damage rating table accompanied by field investigations was suggested during the image classification process through dNBR.

The Analysis on the Traces of Short Pass Behavior on Lawn Fields in Urban Parks (도시공원내 잔디밭 가로지르기 흔적 분석)

  • 노재현;강인애
    • Journal of the Korean Institute of Landscape Architecture
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    • v.32 no.1
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    • pp.33-46
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    • 2004
  • This study is aimed to redesign established parks and to propose a series of devices protecting them from vandalism. To solve the problems, we ascertained the damaged areas of the park greens. The trace analysis was performed to grasp the transverse inside the parks of Jeonju and Iksan in Collabuldo. Then, we presented the basic plan for minimizing park damage and for remodeling the system of movement. The results of the study are summarized as follows: it is identified that the transverse phenomenon is considerably wide-spread in majority of parks, and has no relationship to the park area or the green area. It is considered that the $\ulcorner$Condition rating class$\lrcorner$ of grass damage, which is grade 6, is extraordinarily high and the damage is accumulated considerably. Also, the damage part of other grade is discovered equally, and when unattended, the acceleration of damage is positive. A damage width a 0.5∼1.5m makes up the greater part of 79.6%. It also constitutes most of a rectilinear form. The difference in the height between the original point and destination point is below 0.7m, which is above 70%. It is identified that the interrelationship between the damage continuation length and plan distance is relatively high by the simple regression: analysis and by Pearson' correlation analysis. In spite of the normal damage continuation length is 20m, the frequency degree is downward with extreme point at 10m. Accordingly, it is assumed that park users have physical and psychological pressure when they cross the lawn field. Damage types are classified as the Simple cut cross type, the Behavioral facilitates type, Access advantage type and the Strolling type through type classification. It is considered that this classification is effective when identifying short pass type on lawn field according to the damage length and intensity.

A Novel Hyperspectral Microscopic Imaging System for Evaluating Fresh Degree of Pork

  • Xu, Yi;Chen, Quansheng;Liu, Yan;Sun, Xin;Huang, Qiping;Ouyang, Qin;Zhao, Jiewen
    • Food Science of Animal Resources
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    • v.38 no.2
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    • pp.362-375
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    • 2018
  • This study proposed a rapid microscopic examination method for pork freshness evaluation by using the self-assembled hyperspectral microscopic imaging (HMI) system with the help of feature extraction algorithm and pattern recognition methods. Pork samples were stored for different days ranging from 0 to 5 days and the freshness of samples was divided into three levels which were determined by total volatile basic nitrogen (TVB-N) content. Meanwhile, hyperspectral microscopic images of samples were acquired by HMI system and processed by the following steps for the further analysis. Firstly, characteristic hyperspectral microscopic images were extracted by using principal component analysis (PCA) and then texture features were selected based on the gray level co-occurrence matrix (GLCM). Next, features data were reduced dimensionality by fisher discriminant analysis (FDA) for further building classification model. Finally, compared with linear discriminant analysis (LDA) model and support vector machine (SVM) model, good back propagation artificial neural network (BP-ANN) model obtained the best freshness classification with a 100 % accuracy rating based on the extracted data. The results confirm that the fabricated HMI system combined with multivariate algorithms has ability to evaluate the fresh degree of pork accurately in the microscopic level, which plays an important role in animal food quality control.

Examination of trunk muscle co-activation during prolonged sitting in healthy adults and adults with non-specific chronic low back pain based on the O'Sullivan Classification System

  • Alameri, Mansoor;Lohman, Everett III;Daher, Noha;Jaber, Hatem
    • Physical Therapy Rehabilitation Science
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    • v.8 no.4
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    • pp.175-186
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    • 2019
  • Objective: Non-specific chronic low back pain (NS-CLBP) has been related to abnormal trunk muscle activations, but literature reported considerable variability in muscle amplitudes of NS-CLBP patients during prolonged sitting periods. Therefore, the purpose of this study was to examine the differences among homogenous NS-CLBP subgroups in muscle activity, using muscle co-contraction indices as a more objective approach, and their roles on pain development during a 1-hour period of prolonged sitting. Design: Cross-sectional study. Methods: Twenty NS-CLBP subjects with motor control impairment (MCI) [10 classified as having flexion pattern disorder, and 10 with active extension pattern disorder], and 10 healthy controls participated in the study. Subjects followed a 1-hour sitting protocol on a standard office chair. Four trunk muscle activities including amplitudes and co-contraction indices were recorded using electromyography over the 1-hour period. Perceived back pain intensity was recorded using a numeric pain rating scale every 10 minutes throughout the sitting period. Results: All study groups presented with no significantly distinctive trunk muscle activities at the beginning of sitting, nor did they change over time when pain increased to a significant level. Both MCI subgroups reported a similarly significant increase in pain behavior through mid-sitting (p<0.001). However, after mid-sitting, they significantly differed from each other in pain (p<0.01) but did not differ in the levels of muscle activation. Conclusions: This study was the first to highlight the similarities in trunk muscle activities among homogenous NS-CLBP patients related to MCI and compared them to healthy controls while sitting for an extended period of time, and the significant increase in pain over the 1-hour sitting might not be attributed to trunk muscle activation.

Case Report of a Trigger Finger Patient Treated with Shinbaro Pharmacopuncture (방아쇠 수지 환자의 신바로 약침 치험례)

  • Lee, Min-su;Kang, Kyung-rae;Choi, A-ryun;Jung, You-jin;Kang, Ah-hyun;Han, Dong-geun;Song, Woo-sub;Lee, Hyung-chul
    • The Journal of Internal Korean Medicine
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    • v.37 no.2
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    • pp.389-396
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    • 2016
  • Objective: This study investigates the clinical application of Shinbaro pharmacopuncture for trigger finger.Method: Because the effect of Shinbaro pharmacopuncture has been proven in various musculoskeletal cases, we treated a patient diagnosed with trigger finger using Shinbaro pharmacopunture. A 0-10 numerical rating scale (NRS) for pain and Quinnell’s classification for trigger finger were assessed before and after three Shinbaro pharmacopuncture treatments.Results: After treatments, the patient’s pain was controlled (without any side effects), and the NRS score decreased from 8 to 1. The Quinnell’s classification of trigger finger score also improved (from 3 to 1).Conclusion: This case has shown that Shinbaro pharmacopuncture treatment could be effective for treating the clinical symptoms of trigger finger.

Introduction of Q-slope and its Application Case in a Open Pit Coal Mine (Q-slope의 소개와 노천채탄장에서의 적용 사례)

  • Sunwoo, Choon
    • Tunnel and Underground Space
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    • v.29 no.5
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    • pp.305-317
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    • 2019
  • The RMR and Q-system for characterizing rock mass and drilling core, and for estimating the support and reinforcement measures in mine galleries, tunnels and caverns have been widely used by engineers. SMR has been widely used in the rock mass classification for rock slope, but Q-Slope has been introduced into slopes since 2015. In the last ten years, a modified Q-system called Q-slope has been tested by the many authors for application to the benches in open pit mines and excavated road rock slopes. The results have shown that a simple correlation exists between Q-slope values and the long-term stable and unsupported slope angles. Just as RMR and Q have been used together in a tunnel or underground space and complemented by comparison, Q-Slope can be used in parallel with SMR. This paper introduces how to use Q-Slope which has not been announced in Korea and application examples of Pasir open pit coal mine in Indonesia.

Risk Assessment for Disaster Reduction in Small-Scale Construction Sites (소규모 건축현장 재해감소를 위한 위험성평가 방안)

  • Choi, Hyun-Jun
    • Journal of the Society of Disaster Information
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    • v.18 no.2
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    • pp.395-404
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    • 2022
  • Purpose: Small-scale construction sites have insufficient systematic safety management activities, and due to the characteristics of the construction site, the production structure is complex due to external environmental factors, and the risk of construction equipment is very high. We would like to propose a checklist method among practical risk assessment techniques that can derive risk factors for disaster prevention at small construction sites and reduce disasters. Method: Risk factors were derived by analyzing literature research and disaster cases, and detailed work for a checklist of risk assessment suitable for small-scale construction sites was classified based on risk factor items. Result: Hazard factors were divided into 6 major categories, and 29 detailed types of work were classified based on actual work types, and 80 detailed works were classified accordingly. Conclusion: By arranging risk factors suitable for small-scale construction sites according to the classification system, the lack of expertise in the construction site can be supplemented, and risk factors can be derived more easily and disaster reduction can be expected through establishment of safety measures.

Multiple Relationships Between Impairment, Activity and Participation-based Clinical Outcome Measures in 200 Low Back Pain

  • Chanhee Park
    • Physical Therapy Korea
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    • v.30 no.2
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    • pp.136-143
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    • 2023
  • Background: The International Classification of Functioning, Disability and Health (ICF) model, created by the World Health Organization, provides a theoretical framework that can be applied in the diagnosis and treatment of various disorders. Objects: Our research purposed to ascertain the relationship between structure/function, activity, and participation domain variables of the ICF and pain, pain-associated disability, activities of daily living (ADL), and quality of life in patients with chronic low back pain (LBP). Methods: Two-hundred patients with chronic LBP (mean age: 35.5 ± 8.8 years, females, n = 40) were recruited from hospital and community settings. We evaluated the body structure/function domain variable using the Numeric Pain Rating Scale (NPRS) and Roland-Morris disability (RMD) questionnaire. To evaluate the activity domain variable, we used the Oswestry Disability Index (ODI) and Quebec Back Pain Disability Scale (QBDS). For clinical outcome measures, we used Short-form 12 (SF-12). Pearson's correlation coefficient was used to ascertain the relationships among the variables (p < 0.05). All the participants with LBP received 30 minutes of conventional physical therapy 3 days/week for 4 weeks. Results: There were significant correlations between the body structure/function domain (NPRS and RMD questionnaire), activity domain (ODI and QBDS), and participation domain variables (SF-12), rending from pre-intervention (r = -0.723 to 0.783) and postintervention (r = -0.742 to 0.757, p < 0.05). Conclusion: The identification of a significant difference between these domain variables point to important relationships between pain, disability, performance of ADL, and quality in participants with LBP.

Flame Retardant Synergistic Performance between Cyclic Diphosphonate Ester and Melamine in Polyamide 6 (Polymide 6에서 Cyclic Diphosphonate Ester와 Melamine의 난연 효과)

  • Wang, Xueli;Jiang, Jianming;Yang, Shenglin;Jin, Junhong;Li, Guang
    • Polymer(Korea)
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    • v.32 no.2
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    • pp.125-130
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    • 2008
  • A commercial cyclic diphosphonate ester (TPMP) and melamine (MA) was combined and added to polyamide 6 (PA6) to prepare the fire retardant PA6. An increase of the oxygen index to 28.6 as well as an improvement of the UL-94 classification to V-0 rating was observed. Cone measurements explained the rate of heat release (RHR) decreased and TGA showed the early decomposition and high solid residue due to co-addition of TPMP and MA, suggesting the occurrence of synergistic effect of TPMP and MA on fire resistance of PA6. The morphology of the char developed during combust ion showed the appearance of thick, intumescent cells on the surface of retardant PA6, which protects the underlying material from the action of the heat flux or flame and limits the diffusion of combustible volatile products towards the flame and oxygen.

Menopausal Symptoms according to Sasang Constitution and Menopausal Status among Perimenopause Women (폐경 전후 여성의 사상체질과 폐경상태에 따른 폐경증상)

  • Kim, Myoung-Hee
    • Women's Health Nursing
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    • v.18 no.1
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    • pp.28-37
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    • 2012
  • Purpose: The purpose of this study was to address the difference menopausal symptoms according to sasang constitution and menopausal status among perimenopausal women. Methods: Data for this cross-sectional study was collected by administering questionnaires that elicited general information. The menopause rating scale (MRS) and Questionnaire for the Sasang Constitution Classification II (QSCC II) was given to 284 perimenopausal women who met the eligibility criteria and agreed to participate in the study. Results: The study subjects were composed of 27.5% so-yangin, 24.6% so-eumin, 18.7% tae-eumin, and 29.6% undefined category. The total MRS and all subscales were significantly higher for postmenopausal women in comparison to premenopausal women. Especially, so-eumin and tae-eumin displayed significantly higher scores in urogenital symptoms. The MRS score in postmenopausal women who belonged to the group of tae-eumin and so-eumin was significantly higher than those for premenopausal women. However, so-yangin displayed higher scores in psychological and urogenital symptoms than tae-eumin for premenopausal women. So-eumin presented significantly higher scores in urogenital symptoms in comparison to the undefined category for postmenopausal women. Conclusion: These findings suggest that sasang constitution could be an important factor in understanding the woman's menopausal symptoms and identify the best treatment.