• 제목/요약/키워드: Statistical index,Weight of evidence

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A Comparative Assessment of the Efficacy of Frequency Ratio, Statistical Index, Weight of Evidence, Certainty Factor, and Index of Entropy in Landslide Susceptibility Mapping

  • Park, Soyoung;Kim, Jinsoo
    • 대한원격탐사학회지
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    • 제36권1호
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    • pp.67-81
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    • 2020
  • The rapid climatic changes being caused by global warming are resulting in abnormal weather conditions worldwide, which in some regions have increased the frequency of landslides. This study was aimed to analyze and compare the landslide susceptibility using the Frequency Ratio (FR), Statistical Index, Weight of Evidence, Certainty Factor, and Index of Entropy (IoE) at Woomyeon Mountain in South Korea. Through the construction of a landslide inventory map, 164 landslide locations in total were found, of which 50 (30%) were reserved to validate the model after 114 (70%) had been chosen at random for model training. The sixteen landslide conditioning factors related to topography, hydrology, pedology, and forestry factors were considered. The results were evaluated and compared using relative operating characteristic curve and the statistical indexes. From the analysis, it was shown that the FR and IoE models were better than the other models. The FR model, with a prediction rate of 0.805, performed slightly better than the IoE model with a prediction rate of 0.798. These models had the same sensitivity values of 0.940. The IoE model gave a specific value of 0.329 and an accuracy value of 0.710, which outperforms the FR model which gave 0.276 and 0.680, respectively, to predict the spatial landslide in the study area. The generated landslide susceptibility maps can be useful for disaster and land use planning.

공간통계기법을 이용한 애추 분포 가능지역 추출 - Weight of evidence 기법을 중심으로 - (Extraction of the Talus Distribution Potential Area Using the Spatial Statistical Techniques - Focusing on the Weight of Evidence Model -)

  • 유재진;장동호
    • 한국지형학회지
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    • 제21권4호
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    • pp.133-147
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    • 2014
  • 애추와 같이 인간의 접근이 쉽지 않은 지형의 현장조사에서는 시간과 비용을 절약하기 위해 실제 현장조사 전에 대상 지형자원의 범위를 줄이는 방법이 요구된다. 본 연구에서는 대상 지형자원의 현장조사 범위를 줄이기 위해 기존 지형의 위치와 기타 GIS 정보 사이의 관계를 확률로 표현하는 자료유도형(target-driven) 공간통계기법인 Weight of Evidence 기법을 적용하였다. Weight of Evidence 기법을 적용하기 위해 애추와 관련된 지형요소를 선정한 후 지형요소와 GIS 정보의 상관관계 분석 결과를 근거로 우도비를 산출하였다. 각각의 주제도에 대한 경우의 수를 산정한 후, SRC 및 AUC 방법을 이용하여 애추 분포 가능지수가 가장 큰 조합을 찾았다. 애추 분포 가능지수가 가장 큰 주제도의 조합은 사면향도와 지질도, 경사도, 토지피복도, 유효토심도, 토양배수도의 조합으로, 애추 분포 가능지 면적비가 74.47%로 나타나 상당히 높은 정확도를 보였다.

한국 청소년(만 17세) 체격의 시대적 변천에 대한 통계적 모형 추정 -1983년부터 1993년까지- (Statistical Estimated Model of Chronological Change in Physical Growth and Development in Korean Youth(17 Years Old) - From 1983 To 1993 -)

  • 성웅현;윤석옥;윤태영;최중명;박순영
    • 보건교육건강증진학회지
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    • 제12권2호
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    • pp.36-47
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    • 1995
  • This research was obtained from analyzing how the physiques of the 3rd grade students of high school for males and females and developed for the last eleven years(from 1983 to 1993). By the physiques and nutritional index of physical growth and development, Relative Body Weight of 36.62 exceeded the standard, on the other hand females showed lower records than the standard. Relative Chest Girth Index belonged to the normal type of males and females in all, in the comparison of the records between 1983 and 1993, males increased in average 0.29 and females in average 0.55. Relative Chest Girth Index of females was greater than that of females. By the results of Relative Sitting Height Index, growth of the lower body for males and females was greater than that of males. In case of Vervaeck Index, males increased in average 2.04 but females increased in average 1, 20 relatively less than males. These phenomena provided for the evidence of the deficient nutrition in females. In the regression models of body height and body weight within a certain period, statistical regression model types which best indicated chronological average changes of body height and body weight, took 3rd Order Polynomial Regression Model rather than linear regression model. In females, statistical regression model types which best is suitable for chronological average change of body height and body weight, took 4th and 2nd Order Polynomial Regression Model respectively. The prediction value of 1995 by estimated polynomial regression model anticipated that body height of 3rd grade year students of high school of males in 1993 went on increasing from 170.87cm to 171.79cm in average 0.92cm growth and that of females from 158.99cm to 160.79cm in average 1.80cm growth. In addition, body weight of males seemed to increase from 62.58kg to 64.52kg in average 1.94kg growth and that of females seemed to increase from 54.05kg to 54.19kg in average 0.14kg growth. Linear Regression Model was suitable for the regression model of body weight for body height. Prediction on increase of an average body weight for body height was that, according to growth of body height 1cm in males, body weight increased 1.41kg averagely and that of females 0.86kg. For that reason, we came to conclusion that body weight increase for body height 1cm in males was greater than that in females on average.

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Effectiveness of worksite-based dietary interventions on employees' obesity: a systematic review and meta-analysis

  • Park, Seong-Hi;Kim, So-Young
    • Nutrition Research and Practice
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    • 제13권5호
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    • pp.399-409
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    • 2019
  • BACKGROUND/OBJECTIVES: This study was designed to provide scientific evidence on the effectiveness of worksite-based dietary intervention to reduce obesity among overweight/obese employees. MATERIALS/METHODS: Electronic search was performed using Ovid Medline, Embase, Cochrane Library, and CINAHL databases. The keywords used were "obesity," "nutrition therapy," and "worksite." The internal validity of the randomized controlled trials (RCTs) was assessed using the Cochrane's Risk of Bias. Meta-analysis of selected studies was performed using Review Manager 5.3. RESULTS: A total of seven RCTs with 2,854 participants were identified. The effectiveness of dietary interventions was analyzed in terms of changes in weight, body mass index (BMI), total cholesterol, and blood pressure. The results showed that weight decreased with weighted mean difference (WMD) of -4.37 (95% confidence interval (CI): -6.54 to -2.20), but the effectiveness was statistically significant only in short-term programs < 6 months (P = 0.001). BMI also decreased with WMD of -1.26 (95% CI: -1.98 to -0.55), but the effectiveness was statistically significant only in short-term programs < 6 months (P = 0.001). Total cholesterol decreased with WMD of -5.57 (95% CI: -9.07 to -2.07) mg/dL, demonstrating significant effectiveness (P = 0.002). Both systolic (WMD: -4.90 mmHg) and diastolic (WMD: -2.88 mmHg) blood pressure decreased, demonstrating effectiveness, but with no statistical significance. CONCLUSIONS: The worksite-based dietary interventions for overweight/obese employees showed modest short-term effects. These interventions can be considered successful because weight loss was below approximately 5-10 kg of the initial body weight, which is the threshold for the management of obesity recommended by the Scottish Intercollegiate Guideline Network (SIGN).

Insights into the genetic diversity of indigenous goats and their conservation priorities

  • Liu, Gang;Zhao, Qianjun;Lu, Jian;Sun, Feizhou;Han, Xu;Zhao, Junjin;Feng, Haiyong;Wang, Kejun;Liu, Chousheng
    • Asian-Australasian Journal of Animal Sciences
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    • 제32권10호
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    • pp.1501-1510
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    • 2019
  • Objective: An experiment was conducted to evaluate genetic diversity of 26 Chinese indigenous goats by 30 microsatellite markers, and then to define conservation priorities to set up the protection programs according to the weight given to within- and between-breed genetic diversity. Methods: Twenty-six representative populations of Chinese indigenous goats, 1,351 total, were sampled from different geographic regions of China. Within-breed genetic diversity and marker polymorphism were estimated calculating the mean number of alleles, observed heterozygosities, expected heterozygosities, fixation index, effective number of alleles and allelic richness. Conservation priorities were analyzed by statistical methods. Results: A relatively high level of genetic diversity was found in twenty-four population; the exceptions were in the Daiyun and Fuqing goat populations. Within-breed kinship coefficient matrices identified seven highly inbred breeds which should be of concern. Of these, six breeds receive a negative contribution to heterozygosity when the method was based on proportional contribution to heterozygosity. Based on Weitzman or Piyasatian and Kinghorn methods, the breeds distant from others i.e. Inner Mongolia Cashmere goat, Chengdu Brown goat and Leizhou goat obtain a high ranking. Evidence from Caballero and Toro and Fabuel et al method prioritized Jining Gray goat, Liaoning Cashmere goat, and Inner Mongolia Cashmere goat, which agree with results from Kinship-based methods. Conclusion: Conservation priorities were determined according to multiple methods. Our results suggest Inner Mongolia Cashmere goat (most methods), Jining Gray goat and Liaoning Cashmere goat (high contribution to heterozygosity and total diversity) should be prioritized based on most methods. Furthermore, Daiyun goat and Shannan White goat also should be prioritized based on consideration of effective population size. However, if one breed can continually survive under changing conditions, the straightforward approach would be to increase its utilization and attraction for production via mining breed germplasm characteristics.

기류 제한에 영향을 미치는 허탈성 기도의 분석 (The detection of collapsible airways contributing to airflow limitation)

  • 김윤성;박병규;이경인;손석만;이효진;이민기;손춘희;박순규
    • Tuberculosis and Respiratory Diseases
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    • 제43권4호
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    • pp.558-570
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    • 1996
  • 연구배경 : 허탈성 기도의 분석은 만성 기도 질환 및 기관지 천식의 치료에 있어서 중요성을 가지고 있다. 순수한 허탈성 기도 질환과 기관지 천식에 의한 허탈성 기도 질환의 감별은, 전자는 pursed lip breathing이나 nasal positive pressure ventilation으로 치료하며, 후자는 약물요법이 사용된다는 점에서 중요하다. 기관지 천식이나 폐기종의 요인으로 고려되는 허탈성 기도는 비가역적인 기류 제한의 한 형태이며, 그것은 폐활량 측정법에 의해 측정되는 용적과 체적 기록법에 의해 측정되는 가스 압박에 의한 용적과의 차이를 비교함으로써 접근할 수 있다. 방법 : 폐활량 측정법을 이용하여 폐활량과 노력성 폐활량(SVC-FVC) 사이의 용적 차이를 측정함으로써, 기도 허탈의 지표로 유용한지를 조사하기 위해, 1995년 1월부터 7월까지, 본원 폐기능 검사실에 내원한 기류 폐쇄가 있는 환자 20명(만성폐쇄성폐질환 12명, 안정시의 기관지천식 7명, 만성폐쇄성폐질환과 기관지천식이 병합된 1명)과, 기류 폐쇄의 소견이 보이지 않는 정상인 20명을 대상으로 폐활량 측정법과 체적 기록법을 이용하여, 기관지 확장제 투여 전후의 폐활량 측정법 검사지표들의 변화를 측정하였다. 결과 : 1) 기류 폐쇄가 있는 환자의 평균 연령은 $58.3{\pm}7.24$(세), 신장은 $166{\pm}8.0$(cm), 체중은 $59.0{\pm}9.9$(kg)였으며, 정상인의 평균 연령은 $56.3{\pm}12.47$(세), 신장은 $165.9{\pm}6.9$(cm), 체중은 $64.4{\pm}0.4$(kg)으로 유의한 차이는 없었으며(p>0.05), 남녀비는 각각 14:6이었다. 2) 환자군의 SVC-FVC는 $395{\pm}317ml$, 정상군의 SVC-FVC는 $154{\pm}176ml$로 유의한 차이가 있었으며(p<0.05), 두 군의 분별치를 208ml로 했을때 민감도와 특이도가 가장 높았다. 3) 기관지 확장제 투여후, 폐활량 측정법이나 체적 기록법으로 가역성 기도 폐쇄를 보인 경우는 환자군에서 16명, 대조군에서는 7명이었으며(p<0.05), 기관지 확장제 반응군 및 비반응군의 SVC-FVC는 각각 $300.4{\pm}306ml$, $144.7{\pm}180ml$로 유의 한 차이가 있었다(p<0.05). 4) 기관지 확장제 투여전의 SVC-FVC는, 기도 저항(Raw)과 연관이 있었으며(r=0.307 p=0.05), 기관지 확장제 투여후의 SVC-FVC는, 기관지 확장제 투여전의 SVC-FVG(r=0.559 p=0.0002), TGV(r=0.488 p=0.002)및 기관지 확장제 투여후의 기도 저항(r=0.583 p=0.0001), TGV(r=0.375 p=0.0170)와 연관이 있었다. 5) 전체 실험군에서 흡연자(28명)와 비흡연자(12명)의 SVC-FVC는 각각 $267.5{\pm}303ml$, $277.5{\pm}276ml$이었으며, 통계적 유의성은 없었다(p>0.05). 결론 : 폐활량계에 의한 SVC-FVC측정이 허탈성 기도를 분석하고, 치료방침을 결절하는데 도움을 줄 수 있을 것으로 기대된다.

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