• 한국환경생태학회지
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• 제28권4호
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• pp.457-471
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• 2014

본 연구는 인천광역시 송도 해돋이공원의 공간기능에 따른 식재개념 적정성 검토, 식재구조 현황, 공간별 식재된 수목에 대해 형태평가와 생육평가를 통해 현재 식재되고 있는 조경수목의 형태 및 생육상태 문제점을 도출하고, 이를 개선하기 위한 평가 적용 체계를 제안하고자 수행하였다. 공간기능에 따른 식재개념 적정성 평가 결과 녹음기능이 필요한 공간 중 29.5%만 녹음식재지이었고, 58.7%는 시각적 경관식재지, 11.8%는 완충식재지이었다. 이는 시설물 중심 공간구성에 따른 식재면적 부족과 녹음기능을 수행할 수 없는 어린 수목을 식재하였기 때문인 것으로 판단되었다. 식재구조 현황에서는 식재기능 향상을 위해서는 각 식재개념에 따른 적정한 식재종, 식재 구조, 밀도, 규격, 생육상태 등을 고려한 식재가 필요할 것으로 판단되었다. 조경수목 평가 조사는 완충공간에서 22종 209주, 녹음공간에서 8종 71주, 시각적 경관공간에서 16종 266주, 생태적 경관공간에서 4종 54주로 총 28종 600주의 조경수목을 대상으로 수목평가를 실시하였다. 수목평가 결과 수목 형태평가 점수는 평균 56.6점, 수목 생육평가 점수는 평균 76.0점으로 평가되었다. 수목평가 점수는 모두 점수별로 등급화하였고 공간별, 수종별로 통계처리하여 유의성을 검증하였다. 본 연구에서는 수목평가 결과를 활용하여 공간기능별 수목 기준 도출 및 적정 식재개념을 적용하였다. 공간별 수목 형태평가 결과를 식재개념에 적용하면 완충식재는 기능성이 강조되므로 형태평가 등급이 가장 낮은 E등급, 생태적 경관식재는 다양성과 자연성이 강조되므로 D등급, 녹음식재는 이용성이 강조되므로 주간에서 분지된 가지의 높이를 고려한 수종 선택으로 C등급, 시각적 경관식재는 미적가치성이 강조되므로 A등급과 B등급을 각각 적용할 수 있었다. 공간별 수목 생육평가 결과를 식재개념에 적용해 보면 식재기반을 기준으로 양호와 불량으로 구분하여 완충식재, 시각적 경관식재, 생태적 경관식재에서는 생육평가 A등급부터 E등급까지 식재가 가능하였고, 녹음식재에서는 A등급부터 C등급까지 식재가 가능하였다.

• Journal of the Korean Data and Information Science Society
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• 제13권1호
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• pp.121-127
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• 2002

The volume of electronic commerce based on Internet and network traffic is increasing rapidly. The objective of this study is to examine the current status of the exponentially multiplying cyber-shopping mall phenomenon. To this end, data obtained from a single cyber-shopping mall exemplified customer purchasing behavior and provided decision tree and correspondence analysis derived customer segmentation and merchandise.

• 스마트미디어저널
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• 제13권1호
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• pp.24-35
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• 2024

The combination of Artificial Intelligence and the Internet of Things (AIoT) has gained significant popularity. Deep neural networks (DNNs) have demonstrated remarkable success in various applications. However, deploying complex AI models on embedded boards can pose challenges due to computational limitations and model complexity. This paper presents an AIoT-based system for smart parking lots using edge devices. Our approach involves developing a detection model and a decision tree for occupancy status classification. Specifically, we utilize YOLOv5 for car license plate (LP) detection by verifying the position of the license plate within the parking space.

• 한국환경복원기술학회지
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• 제19권3호
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• pp.93-102
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• 2016

An invasive disturbance species has caused harm to biodiversity and ecosystem. To address the issue, identifying the characteristics of a habitat for invasive disturbance species is considered for forest management. This study analyzed a status of plant species by field survey based on belt transect method in the capital areas and established a predictive model for invasive disturbance species by logistic regression. As results of the study, the number of herb, vine, and invasive disturbance species and a canopy cover of tree would decrease from the forest edge to core areas (p<0.001). The predictive model was derived with variables of altitude, Topographic Wetness Index, distance to forest edge, and canopy cover of tree. It can be useful in estimating the presence or absence of species and predicting its spatial distribution. Further studies are needed to identify the pathway of introduction, spread, and possibility of germination for understanding the status of invasive disturbance species in more depth.

• Journal of Forest and Environmental Science
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• 제31권3호
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• pp.164-176
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• 2015

Cyathea gigantea is a tree fern distributed throughout humid tropical regions of northeast India and other parts of the country. However, wild populations of this species are largely affected by various natural and anthropogenic activities. Therefore, an attempt was made to study the population structure and regeneration status of C. gigantea in and around greater Itanagar area of Papum Pare district, Arunachal Pradesh. Altogether 45 patches, ranging from 19.63 to $260m^2$ of area, were randomly sampled to study population structure and regeneration status of the species. Population study showed highest number of youngs in the height class of 0.50-0.75 m while, immatures were recorded highest in the height class of 2.0 to 2.5 m. Majority of the matures belonged to 6-9 m height class while it was recorded maximum in the diameter class of 10-15 cm. Average density of C. gigantea was $0.07individuals\;ha^{-1}$ which varied greatly among different patches with a range of 2 to 14. Significant correlations were found between patch size and density of youngs, immatures, matures and total density. Maximum concentration of youngs was observed in patch size $60-140m^2$, while for immatures, it was highest in patch size $20-160m^2$. Similarly, highest concentration of matures was observed in patch size $20-80m^2$ and $80-180m^2$. Population structure of the total population exhibited inverted pyramid shaped distribution. Population structure consisting of youngs, immatures, matures showed that around 60% patches lack of regenerating individuals which depict very poor natural regeneration of the species. Effective conservation strategies are therefore to be formulated to save C. gigantea from the threat of extinction in near future.

• 한국조사연구학회지:조사연구
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• 제4권2호
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• pp.1-21
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• 2003

본 연구예서는 일반적인 사회조사에서 사용될 수 있는 효과적인 결측값 대체방법을 검토하기 위해 인구주택총조사 조사항목 중 혼인상태의 결측값을 대체할 수 있는 두 가지 방법을 제안하고 있다. 첫 번째 방법은 CART(Classification and Regression Tree)모형에서 얻어진 최대 예측확률을 기준으로 결측값을 대체하는 일종의 모형기반 접근법이고, 두 번째 방법은 CART 모형에서 얻어진 결과를 근거로 대체층을 구성하여 핫덱(hot-deck) 방법을 적용하는 대체방법이다. 효율성 비교를 위해 2000년 인구주택총조사를 위한 시험조사에서 얻어진 제조사 결과를 이용하여 오분류율을 검토해 본 결과 두 방법 중 CART 모형을 기반으로 핫덱 방법을 적용하는 것이 효율적이라는 결론을 얻을 수 있었다. 아울러 전국에 대해 동일한 모형을 설정한 경우와 거주지 특성에 따라 광역시$.$도의 동지역, 도의 읍$.$면지역으로 구분하여 대체방법을 적용하는 경우를 비교해 본 결과 지역 구분을 통한 효율성 향상 효과는 미흡한 것으로 파악되었다.

• Journal of Korean Biological Nursing Science
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• 제21권1호
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• pp.85-97
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• 2019

Purpose: This study was performed to analyze the levels of blood pressure and to identify good or poor blood pressure control (BPC) groups among hypertension patients. The study was based on the Korea National Health and Nutrition Examination Survey (KNHANES VI and VII) conducted from 2013 to 2016. Methods: The sociodemographic and clinical data of 4,151 Korean hypertension patients aged 20-79 years and who were taking antihypertensive medications was extracted from the KNHANES VI and VII database. Descriptive statistics for complex samples and a decision-tree analysis were performed using the SPSS WIN 24.0 program. Results: The mean age was $62.46{\pm}0.21years$. The mean systolic blood pressure (SBP) was $128.07{\pm}0.28mmHg$, and the diastolic blood pressure (DBP) was $76.99{\pm}0.21mmHg$. 71.9% of participants showed normal blood pressure (SBP < 140mmHg and DBP < 90mmHg). From the decisiontrees analysis, the characteristics of participants related to good BPC group were presented with 9 different pathways same as those from the poor BPC group. Good or poor BPC groups were classified according to the patients' characteristics such as age, living status, occupation, education, hypertension diagnosis period, numbers of comorbidity, perceived health status, total cholesterol, high density lipoprotein-cholesterol, alcohol drinking per month, and depressive mood. Total cholesterol level (< 201mg/dL or ${\geq}201mg/dL$ cutoff point) was the most significant predictor of the participants' BPC group. Conclusion: This decision-tree model with the 18 different pathways can form a basis for the screening of hypertension patients with good or poor BPC in either clinical or community settings.

• 한국환경복원기술학회지
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• 제22권2호
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• pp.49-57
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• 2019

The street trees increase the liveability of cities by reducing stormwater runoff, improving air quality, storing carbon, providing shade, and ameliorating the urban heat-island effect. In this study, the health status of street trees in Suwon was evaluated, and the factors affecting the growth of the trees were also derived. In order to evaluate the growth and health of street trees, field survey was carried out on a total of 125 trees in 25 sections of the Deogyeong-daero where is through the city. During the field survey, the following items were examined: Street trees health status (i.e. species, height, DBH (diameter at breast height), planting types, vigor, etc.), soil factors (i.e. soil temperature, humidity, pH, hardness, etc.), and environmental factors (i.e. landuse, road width, etc.). As the results of field survey, the main species of the street trees was Zelkova serrata, which was healthy in most of the sections. The factors such as planting types, soil temperatures, tree root cover, road extension, distance from the road were derived to affect the growth and health of street trees, and the differences were significant. The results of this study were derived the following conclusions for vigorous street trees: First, it is important to install and maintain the protection facilities like tree root cover for the growth of trees. Second, it is necessary to discuss how to plant multiple trees in narrow spaces like a street green space. Third, it is important to provide appropriate soil conditions continuously for growth of threes. Finally, it should be utilized as a mitigation measure of urban heat island effects.

• Journal of Forest and Environmental Science
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• 제38권2호
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• pp.90-101
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• 2022

The study aims to assess composition, diversity and population indices of natural regeneration of woody species in Jebel El Gerrie forest reserve, Blue Nile State, Sudan. We conducted field work between December 2018 and January 2019. We used random sampling to collect vegetation data in the forest where we made a total of 90 circular sample plots (radius 17.84 m) and distributed them proportionally to the area of each of the four density-based vegetation classes of the forest i.e. high density (C1), medium density (C2), low density (C3) and crop land (C4). In each sample plot we identified all regenerating tree species and counted their regeneration frequencies. We calculated ecological metrics of regeneration frequency, density, abundance, richness, evenness, diversity and importance value index (IVI) and drew abundance rank curve. Results revealed that out of fifteen mature tree species present, natural regeneration of 8 species, which belong to 6 families, was observed. The relatively most frequently naturally regenerating and abundant species were Anogeissus leiocarpa and Combretum hartmannianum. Richness, evenness and diversity of regenerating species were 1.33, 0.82 and 1.7, respectively. One-way ANOVA (α=0.05) of mean regeneration densities disclosed that there were significant differences (F_3,86=16.77, p=0.000) between C2 & C3 (p=0.000) and C2 & C4 (p=0.000). While regeneration of seven tree species were absent, two, two and four species were of good, poor and fair regeneration status, respectively. A comparison of mean density of natural regeneration with that of parent trees reflects a poor regeneration status of the forest. The study provides empirical results on the regeneration status of species and signifies the need for management interventions for species conservation and restoration, maintenance of biodiversity and sustainable production.

• 한국조경학회지
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• 제29권1호
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• pp.140-151
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• 2001

This study based on the theoretical understanding of multi-layer planting which have engineering, ecological and landscape benefits, was conducted to find out the status of multi-layer planting in the apartment and neighborhood park in Seoul. This study was also aimed to seek for the problematic matters, and suggest a solution on the current multi-layer planting. The results of this study were as follows; 1) Since landscape woody plants have been classified just as tree and shrub in Korea, the classification for the multi-layer planting has been unreasonable, and landscape woody plants might have been classified as tree, sub-tree and shrub, or upper, middle, and lower-layer, It could be defined that upper layer is over eight meters in full growth, middle over 3-8 meters and lower under 3 meters. 2) In apartments, the upper layer consisted of eighteen species, the middle and lower layer seven species each. In neighborhood parks, the upper layer consisted of fifteen species, and the middle and lower layer five species each. 3) In terms of planting year of the surveyed areas, there were no differences in the number of species when planting year of the apartment was divided into two groups, the first half(1900-1995) and the second(1996-2000). But, in terms of individual occupation, the percentage was decreased in upper layer, while there was increasing in middle and lower layer. 4) As the result of survey of multi-layered area, it appeared that apartment was shown 0.65 percent and neighborhood park 0.61 percent of the planted area, which was less than 1 percentage of landscape architecturally planted area. 5) In apartment, the number of individual in middle layers has been increased in the first half and the second, but with respect to the correlation with multi-layered area, the apartments had the "$\rho$=0.208", saying that increasing middle layer was scattered planting instead of multi-layered planting. 6) In planting at the apartments in Korea, the planting density was limited, because the layer division was restricted to only tree and shrub. On the contrary, it was divided into upper, middle and lower tree in Japan. Therefore, in Korea, it should be classified as the planting density by dividing into tree, sub-tree, and shrubs, or upper, middle and lower tree by the law. And, it should be considered that the multi-layered planting has a proper organic relation as well as the planting density.g density.