• 제목/요약/키워드: R-square

검색결과 1,555건 처리시간 0.032초

항공 LiDAR 자료를 이용한 브루나이 열대우림의 임분단위 지상부 생체량 추정 (Estimation of Stand-level Above Ground Biomass in Intact Tropical Rain Forests of Brunei using Airborne LiDAR data)

  • 윤미해;김은지;곽두안;이우균;이종열;김문일;이소혜;손요환
    • 대한원격탐사학회지
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    • 제31권2호
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    • pp.127-136
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    • 2015
  • 본 연구는 항공 LiDAR 자료를 이용하여 열대원시림인 브루나이 지역의 지상부 생체량을 정량화하기 위하여 수행되었다. 25ha 크기의 연구대상지에 0.09ha ($30m{\times}30m$) 크기의 24개의 표본구 내에서 조사된 각 표본점 내 개체목의 흉고직경 및 위치자료를 활용하였다. 또한, 항공 LiDAR 자료를 이용하여 수치표면모델(Digital Surface Model), 수치지형모델(Digital Terrain Model), 수고모델(Canopy Height Model)을 구축하였다. 수고모델을 표본구단위로 분할하고 총 12개의 LiDAR 높이변수를 구축하였다. 표본구별로 상대생장식을 이용하여 계산된 생체량과 LiDAR 자료로부터 추출된 변수간의 다중회귀분석을 통해 LiDAR 자료로부터 생체량을 추정할 수 있는 식을 도출하였다. 표본구의 생체량은 평균 366.48 Mg/ha였으며, 155.81 Mg/ha부터 597.21 Mg/ha까지 분포하였다. LiDAR로부터 생체량을 추정하는 식의 검증 결과, 결정계수 값은 0.84로 나타났다.

일부 종합 병원 로비의 공기 중 엔도톡신 농도에 미치는 환경 요인 평가 (An Assessment of Environmental Characteristics Associated with the Level of Endotoxin Concentration in Hospital Lobbies)

  • 이경민;염정관;이원재;류승훈;박동진;박동욱
    • 한국산업보건학회지
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    • 제24권3호
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    • pp.310-320
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    • 2014
  • Backgrounds: Endotoxin, which found in the outer membrane of the gram-negative bacteria cell wall, makes up almost all of the lipopolysaccharide(LPS). When people are exposed to endotoxin,it can result in diverse health effects such as an airway irritation and inflammation, fever, malaise, bronchitis, allergic asthma, toxic pneumonitis, hypersensitivity lung disease. Cases among the elderly, children or pregnant can occur more frequently than a healthy adult if they are repeatedly exposed to the existing endotoxin. Therefore, we investigated and assessed the environmental characteristics associated with the airborne endotoxin concentration level in six hospital lobbies. Method: Endotoxin from indoor air in six hospital lobbies was measured by an area sampling method and analyzed according to American Society for Testing and Materials International(ASTM international) E2144-01. Total suspended particulate(TSP), carbon dioxide($CO_2$), temperature and humidity were also measured by using direct reading measurements or airborne sampling equipment at the same time. Environmental characteristics were appropriately divided into two or three groups for a statistics analysis. One-way analysis variable(one-way ANOVA) was used to examine a difference of the endotoxin concentration, depending on the environmental characteristics. In addition, only variables with p-value(p<0.25) were eventually designed to the best model by using multiple regression analysis. Results: The correlation analysis result indicated that TSP(p=0.003) and $CO_2$(p<0.0001) levels were significantly associated with endotoxin concentration levels. In contrast, temperature(p<0.068) and humidity(p<0.365) were not associated with endotoxin concentration. Levels of endotoxin concentration were statistically different among the environmental characteristics of Service time(p=0.01), Establishment of hospital(p<0.001), Scale of hospital(p=0.01), Day average people using hospital(p=0.03), Cleaning time of lobby(p=0.05), Season(p<0.001), and Cleaning of ventilation system(p<0.001) according to ANOVA. Finally, the best model(Adjusted R-square=72%) that we designed through a multiple regression test included environmental characteristics related to Service time, Area of lobby, Season, Cleaning of ventilation system, and Temperature. Conclusions: According to this study, our result showed a normal level of endotoxin concentration in the hospital lobbies and found environmental management methods to reduce the level of endotoxin concentration to a minimum. Consequently, this study recognized to be requirement for the management of ventilation systems and an indoor temperature in order to reduce the level of endotoxin concentration in the hospital lobbies.

일월산 산림식생의 종구성적 특성 (Forest Vegetation Classification and Species Composition of Mt. Ilwol, Yeongyang-Gun, Korea)

  • 이중효;배관호;조현제
    • 한국농림기상학회지
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    • 제8권3호
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    • pp.132-140
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    • 2006
  • 일월산 산림식생의 종구성적 특성을 파악하기 위하여 조사구 68개소$(10m{\sim}10m)$ 설정하여 식생유형과 그에 대한 특성(현존식물상, 상재도급과 생활형분포율, 종다양도, 층위별 중요치)을 분석하였다. 식생유형은 산악건조 지식생형과 비옥적윤한 산록과 계곡부식생형으로 대별되었으며, 전자는 3개 군락(진달래군락, 굴참나무군락, 일월비비추군락), 2개 군(잣나무군, 진달래전형군), 후자는 3군락(피나무군락, 머루군락, 고광나무군락), 깨 군(당단풍군, 참반디군)으로 구분되어 총 8개 식생단위로 나타났다. 관찰된 총 252종에서 국화과가 26종, 백합과 19종, 미나리아재비과 15종, 장미과 14종 등의 순으로 높게 나타났고, 상재도급별 분포경향에서 신갈나무(IV), 대사초(III), 물푸레나무(III)가 고중상재도종으로 나타났다. 생활형 분포율은 교목성이 18.5%, 소교목성 5.7%, 관목성 14.9%, 만목성 6.6%, 화본과류 8.8%, 광역초본 42.4%, 양치식물 3.1%로 나타났으며, 종다양도는 PH유형이 $1.70{\pm}.50{\sim}1.97{\pm}0.57$$1.40{\pm}0.18{\sim}1.62{\pm}0.20$인 AM유형 보다 높은 값을 나타내었다. 교목층에서는 소나무, 신갈나무, 굴참나무 등의 중요치 값이 높게 나타났으며, 아교목층은 신갈나무, 관목층은 쇠물푸레, 조록싸리, 철쭉꽃, 생강나무, 진달래, 초본층은 대사초, 산거울, 큰기름새의 영향력이 높게 나타났다.

일부지역 치위생과 학생들의 흡연 실태와 자아존중감과의 관계 (Smoking condition of students in dental hygiene and relations with self-esteem in a local district)

  • 이성림;고은경;최정희
    • 한국치위생학회지
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    • 제12권1호
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    • pp.123-133
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    • 2012
  • Objectives : This study was performed to understand smoking condition and to investigate the relations among knowledge regarding smoking and oral hygiene, awareness of anti-smoking policy, and self-esteem, to provide fundamental basis, developing programs for smoking prevention and anti-smoking. Methods : From September 7, 2010 to September 16, 2010, questionaire survey was conducted for 566 female university students studying dental hygienics at a local district in Jeollanam-do. Collected data was analyzed by Chi-square test, t-test, one way ANOVA, Scheffe multiple range test, Perason's correlation test, and stepwise multiple regression test. Results : 1. Smoking condition of study subjects on general characteristics showed 17.1%, where 14.0% of previous smoking history, and 68.9% of currently nonsmoker. 2. Analysis on the knowledge related to smoking and oral hygiene, awareness of anti-smoking policy, and self esteem on the general characteristics of study subjects have shown better awareness of anti-smoking policy in non-alcoholics. Significant difference was found in knowledge about smoking and awareness of anti-smoking policy according to current resident status, but no difference found in self-esteem. Higher academic grade was related to higher awareness of anti-smoking policy and better ics. aalcell. Better health, but no diffeoral hygiene were related to better awareness of anti-smoking policy, and bewhich were statistically significant. Favorable interpersonal self-estehip was related to better awareness of anti-smoking policy. 3. Analysis on knowledge regarding smoking related health and oral hygiene, awareness of anti-smoking policy, and self-esteem showed higher level of anti-smoking knowledge in non-smoking group(60.44) compared to currently smoking group or group with previous history of smoking, and better awareness of anti-smoking policy in non-smoking group(53.54) than other groups, which was statistically significant. 4. Correlation analysis among smoking related knowledge, awareness of anti-smoking policy, and self-esteem has found relatively high correlation between smoking related knowledge and awareness of anti-smoking policy, which was statistically significant(r=0.481, p<0.001). 5. Among factors influencing awareness of anti-smoking policy, higher level of smoking related knowledge and satisfaction to specialty was related to higher awareness of anti-smoking policy which was lower in current smoker than past smoker, and higher academic grade was related to higher awareness of anti-smoking policy. Conclusions : Following results emphasize the need to establish a novel curriculum by which effective programs for smoking prevention and education of anti-smoking specialist could be provided as well as promoting coaching anti-smoking activity.

건조방법별 알팔파와 봄 연맥의 건초조제 효과 (Effect of Drying Methods on the Field Drying Rate and Quality of Alfalfa and Spring Oats Hay)

  • 서성;김종근;정의수;이종경;김원호;신동은
    • 한국초지조사료학회지
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    • 제21권2호
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    • pp.67-74
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    • 2001
  • 본 시험은 봄철 속정건조에 의한 건조효과와 건초품질을 구명하여 양질의 건초를 조제코자, 알팔파(Vernal)과 연맥(Swan)을 공시하여 건조방법(건조제, conditioning, 대구조)을 달리하여 1997년 봄 수원 축산기술연구소에서 수행되었다. 수확시기는 6월 3일로 얄팔파는 개화초기, 연액은 춤수기였으며, 화학제인 건조제는 $KCO_2$ 2%를 수확직선 처리 하였고, 물리적인 conditioning은 모델 GMR 2800 trail-type mower conditioner를 사용하였다. 포장건조후 각형 곤포를 조제하였으며, 건조의 외관평가와 사료가치는 2개월간 보관저장후 분석.평가하였고, 시기별 식물체의 수분 함량은 포장상태에서 양파망을 이용 조사하였다. 건조방법별 건조속도는 conditioning구에서 우수 하였고, 전반적으로 건조제 처리효과는 낮았다. conditioning 처리시 건초조제 가능일수는 3일 정도로 건조제 처리구나 대조구에 비해 1일 이상 포장 건조기간 단축효과가 있었다. 건초의 건물손실은 알팔파와 연맥 모두 conditioning구에서 적었으며. 달관평가에서도 conditioning구에서 가장 우수하였다. 건초의 화학성분 평가에서 사료가치는 수확당시에 비해 크게 낮았는데, 이는 건조기간중 강우(7.8mm)와 저장기간중 가용성 당류의 손실에 의한 것으로 추정되며 대조구에 비해 conditioning구에서 ADF와 NDF 함량이 다소 낮고 건물소화율은 약간 높은 경향을 보였다. 이상의 결과로서 알팔파와 본 연맥의 건초조제 시 포장 건조기간 단축과 품질향상을 위해서는 mower condition$\varepsilon$r 사용이 가장 바람직하였으며, 건조제 처리효과는 없었고, 전반적으로 알팔파 건초의 품질이 본 연맥에 비해 우수하였다.

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질량분석기 기반 전자코를 이용한 저장 온도별 머스크멜론의 향기 패턴 분석 (Analysis of Aroma Patterns in Muskmelon at Different Storage Temperatures Using a Mass Spectrometry-based Electronic Nose)

  • 윤예리;노봉수;김병삼;권기현;김종훈;김상희;최덕주;차환수
    • 한국식품과학회지
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    • 제43권4호
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    • pp.419-425
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    • 2011
  • 머스크멜론의 저장온도 차이에 따른 저장 중 미세한 향기성분의 변화를 질량분석기 기반 전자코를 이용하여 품질 변화 정도를 판단하였다. 저장기간이 증가함에 따라 향기성분이 변화하면서 휘발성분이 증가하였는데, 판별함수분석 결과 DF1값이 99.8%로 큰 영향을 받았으며 향기성분의 변화가 크게 나타날수록 DF1 값이 음의 방향으로 이동하였다. 이후 DF1 뿐만 아니라 DF2도 음의 값으로 변하면서 저장 초기와는 확연히 다른 향기성분의 변화가 일어난 것으로 판단된다. 0$^{\circ}C$ 저장에서는 28일, 4와 7$^{\circ}C$에서는 21일, 10$^{\circ}C$에서는 14일까지 저장 초기와 유사한 향기성분을 나타났으며, 이는 저장 온도가 낮아질수록 휘발성분의 변화가 적게 일어났다. 이러한 향기성분의 변화는 머스크멜론이 저장 중숙기가 지나고 노화가 진행되어지면서 일어난 것으로 유추된다. 또한 전자코로 분석한 DF1 값을 이용하여 일반성분들(비타민 C 함량, 꼭지 수분함량, 산도)의 저장 중 경향도 예측 가능 하였다. 머스크멜론의 저장 중 변화하는 전자코의 mass spectrum에 나타난 주요 향기성분은 이미 보고된 GC/MS의 분석 결과와 유사한 ethyl acetate, butyl acetate, nonanol, dodecanoic acid, hexadecanoic acid, tricosane과 같은 성분들로 나타났으며, 저장 중 전자코에 감지되는 양은 계속적으로 증가하였다.

일부 근로자의 운동행위 변화단계에 영향을 미치는 요인 (Factors Effecting to the Stage of Change for Exercise on the Workers)

  • 서기순;이동배
    • 보건교육건강증진학회지
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    • 제23권1호
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    • pp.63-75
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    • 2006
  • Objective: This study was performed to identify the related factors of change affecting the stage of change, on the assumption that there are various stages of change in the exercise behavior of workers. Method: The subjects of the study consisted of 138 workers of 10 workplaces located in Daejeon City, and data collected by using questionnaires were analyzed with SPSS/WIN 11.5 program. Results: The subjects were distributed in the stage of exercise behavior change as follows: precontemplation stage(10.9%), contemplation stage(22.5%), preparation stage(41.3%), action stage(8.7%), and maintenance stage(16.7%). Of the process of change depending on the stage of exercise behavior change, the consciousness raising(F=11.50, p=.00), dramatic relief(F=2.82, p=.02) showed significant difference in the cognitive process, and the counter conditioning(F=4.56, p=.00), reinforcement management(F=4.64, p=.00), self-liberation(F=9.46, p=.00), and stimulus control(F=13.28, p=.00) showed significant difference in the behavioral process. For decision-making depending on the stage of exercise behavior change, both the pros of decision-making(F=9.23, p=.00) and the cons of decision-making(F=2.45, p=.04) showed significant difference. Self-efficacy depending on the stage of exercise behavior change showed significant difference as F=11.50, p=.00. The related factors of change affecting the stage of exercise behavior change were the pros of decision-making, the cons of decision-making, and self-efficacy including 34.1% R-square. Conclusion: In order to change the exercise behavior of workers positively, they need to be stimulated to use the cognitive and behavioral process in the process of change properly, and to be induced to make a decision positively. And also exercise programs suitable to various characteristics of each worker as well as those of workplaces to enhance self-efficacy need to be applied after being devised. Through the further longitudinal research, it is necessary to analyze the various aspects, such as groups to select, to maintain, to stop or give up the exercise, and to avoid the change, and to study how the related factors of change affect diversity like the above.

Construction Claims Prediction and Decision Awareness Framework using Artificial Neural Networks and Backward Optimization

  • Hosny, Ossama A.;Elbarkouky, Mohamed M.G.;Elhakeem, Ahmed
    • Journal of Construction Engineering and Project Management
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    • 제5권1호
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    • pp.11-19
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    • 2015
  • This paper presents optimized artificial neural networks (ANNs) claims prediction and decision awareness framework that guides owner organizations in their pre-bid construction project decisions to minimize claims. The framework is composed of two genetic optimization ANNs models: a Claims Impact Prediction Model (CIPM), and a Decision Awareness Model (DAM). The CIPM is composed of three separate ANNs that predict the cost and time impacts of the possible claims that may arise in a project. The models also predict the expected types of relationship between the owner and the contractor based on their behavioral and technical decisions during the bidding phase of the project. The framework is implemented using actual data from international projects in the Middle East and Egypt (projects owned by either public or private local organizations who hired international prime contractors to deliver the projects). Literature review, interviews with pertinent experts in the Middle East, and lessons learned from several international construction projects in Egypt determined the input decision variables of the CIPM. The ANNs training, which has been implemented in a spreadsheet environment, was optimized using genetic algorithm (GA). Different weights were assigned as variables to the different layers of each ANN and the total square error was used as the objective function to be minimized. Data was collected from thirty-two international construction projects in order to train and test the ANNs of the CIPM, which predicted cost overruns, schedule delays, and relationships between contracting parties. A genetic optimization backward analysis technique was then applied to develop the Decision Awareness Model (DAM). The DAM combined the three artificial neural networks of the CIPM to assist project owners in setting optimum values for their behavioral and technical decision variables. It implements an intelligent user-friendly input interface which helps project owners in visualizing the impact of their decisions on the project's total cost, original duration, and expected owner-contractor relationship. The framework presents a unique and transparent hybrid genetic algorithm-ANNs training and testing method. It has been implemented in a spreadsheet environment using MS Excel$^{(R)}$ and EVOLVERTM V.5.5. It provides projects' owners of a decision-support tool that raises their awareness regarding their pre-bid decisions for a construction project.

건설 산업 이미지 영향 요인 분석에 관한 연구 (Analysis of the Factors Influencing the Image of the Construction Industry)

  • 김상범;이정대;박민제
    • 한국건설관리학회논문집
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    • 제9권5호
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    • pp.75-85
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    • 2008
  • 건설 산업은 국민 생활의 편의를 도모하고 산업의 기반시설을 구축하며 GDP의 약 17.5%를 차지할 정도로 국민 생활과 경제에 있어 중요한 위치를 차지하고 있는 국가 기반 산업이다. 그러나 건설 산업은 긍정적인 역할에도 불구하고 환경파괴, 저임금, 편향된 언론 보도 등으로 인하여 3D 업종, 비리, 부실, 비효율, 불신 등 부정적 이미지로 언론이나 일반 대중에게 투영되고 있는 것이 현실이다. 이로 인해 대학에서 건설관련 전공을 기피하는 현상이 발생하고 결과적으로 건설 산업으로 우수 인력 유입이 억제되고 있어 산업의 미래기반이 취약해 지고 있다. 또한, 건설 산업에 대한 R&D(Research and Development) 투자비 저조, 건설종사자들의 사기저하, 등 산업전반에 걸쳐 여러 문제점을 야기하고 있다. 본 연구는 건설산업이 21세기에 첨단산업의 하나로서 거듭나기 위해 건설 산업의 부정적인 이미지를 개선하고 우수인력과 연구개발을 위한 활발한 투자를 유치해 나가야 한다는 필요성에서 시작되었다. 특히, 건설 산업 이미지에 영향을 미치는 주요 요인을 체계적으로 찾아내어 구체적인 이미지 향상방안을 마련할 수 있는 기반을 마련하고자 하는데 초점을 맞추었다. 본 연구에서는 건설산업 이미지 영향요인 후보군을 도출하였고, 다양한 통계분석 기법을 활용하여 건설 산업 이미지 주요 영향 요인을 도출하였다. 연구 결과, 건설 산업 이미지에 영향을 미치는 정도는 건설업체 및 종사자의 도덕성, 건설업의 장래성이 가장 큰 영향을 미치는 것으로 나타났으며, 건설 산업 이미지 주요 영향 요인으로는 임금, 경제성장 기여도, 타 산업의 파급효과, 환경파괴성, 부동산투기 여부, 건설 종사자의 신뢰성, 건설업체의 장래 성장성, 건설업의 장래 부가가치성으로 분석되었다.

Head motion during cone-beam computed tomography: Analysis of frequency and influence on image quality

  • Moratin, Julius;Berger, Moritz;Ruckschloss, Thomas;Metzger, Karl;Berger, Hannah;Gottsauner, Maximilian;Engel, Michael;Hoffmann, Jurgen;Freudlsperger, Christian;Ristow, Oliver
    • Imaging Science in Dentistry
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    • 제50권3호
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    • pp.227-236
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    • 2020
  • Purpose: Image artifacts caused by patient motion cause problems in cone-beam computed tomography (CBCT) because they lead to distortion of the 3-dimensional reconstruction. This prospective study was performed to quantify patient movement during CBCT acquisition and its influence on image quality. Materials and Methods: In total, 412 patients receiving CBCT imaging were equipped with a wireless head sensor system that detected inertial, gyroscopic, and magnetometric movements with 6 dimensions of freedom. The type and amplitude of movements during CBCT acquisition were evaluated and image quality was rated in 7 different anatomical regions of interest. For continuous variables, significance was calculated using the Student t-test. A linear regression model was applied to identify associations of the type and extent of motion with image quality scores. Kappa statistics were used to assess intra- and inter-rater agreement. Chi-square testing was used to analyze the impact of age and sex on head movement. Results: All CBCT images were acquired in a 10-month period. In 24% of the investigations, movement was recorded (acceleration: >0.10 [m/s2]; angular velocity: >0.018 [°/s]). In all examined regions of interest, head motion during CBCT acquisition resulted in significant impairment of image quality (P<0.001). Movement in the horizontal and vertical axes was most relevant for image quality (R2>0.7). Conclusion: Relevant head motions during CBCT imaging were frequently detected, leading to image quality loss and potentially impairing diagnosis and therapy planning. The presented data illustrate the need for digital correction algorithms and hardware to minimize motion artefacts in CBCT imaging.