• 한국조경학회지
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• 제28권2호
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• pp.39-48
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• 2000

The purpose of this study is to investigate the factors affecting temperature of urban parks to grasp the relationship between the land coverage in open space as well as the forest condition and decreasing city temperature by difference of purposed are. Futhermore, this research interpreted the relationship between wind direction, air temperature, the land coverage of the green space, the number of tree, green volume, height of tree and the mitigation of city temperature with the revolution analysis. The result of this study is that cool air in open space move leeward and decreasing city temperature is influenced by the difference of the land coverage in open space. Specifically, in order of the arbo $r_{-a}$rbor in the forest zone, the increase of the number of trees was related with temperature surrounding significantly. This study found that the use possibility of the green volume was recognized as the index of the green volume relative to air temperature surrounding. Green space of the city control area is more effective decreasing temperature than that of housing zone.

• 대한원격탐사학회지
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• 제39권6_1호
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• pp.1437-1449
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• 2023

본 연구의 목적은 도시지역의 투수면적 및 불투수면적이 수목의 생장에 영향을 미치는지 분석하는 것이다. 이를 위해 동일한 시기에 식재한 나무 6종의 생장 차이를 알아보기 위해 Sentinel-2를 이용하여 제작한 Normalised Difference Vegetation Index (NDVI)와 환경부의 세분류 토지피복지도를 이용하여 투수면적과 불투수면적이 수목 생장에 미치는 영향을 분석했다. 이를 위해 Geospatial eXplainable Artificial Intelligence (GeoXAI) 개념을 적용했다. 분석결과 소나무는 10 m 범위, 느티나무, 메타세콰이어, 은행나무는 20 m 범위, 양버즘나무는 30 m 범위, 왕벚나무는 40 m 범위에 포함된 토지피복들의 면적을 고려했을때 모델의 설명력이 가장 우수한 것으로 나타났다. 그리고 투수 면적이 넓을수록 수목의 생장이 활발하다는 양의 상관관계를 나타내었으며, 주변에 인공지반과 같이 불투수 면적이 넓을 경우 수목의 생장과 음의 상관관계를 보였다. 이는 수목의 생장에 있어 주변의 투수 및 불투수 면적이 수목의 생장에 영향을 미침을 알 수 있었으며, 수종에 따라 영향을 미치는 범위 또한 다르다는 것을 알 수 있었다.

• 한국조경학회지
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• 제21권1호
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• pp.125-137
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• 1993

Ansan urban nature park is 197.8ha and located in Seodeamun-Gu of Seoul. Flora of Ansan consisted of 141 species, 76 genera, 40 families in woody plants. This study was conducted to analyze the natural environment and establish the park management plan with ecological approach. The result of this study is summarized as follows. 1. The short term plan shall be performed in six vegetation management zones; Robinia pseudoacacia community zone, Sorbus alnifolia community zone, Quercus acutissima community zone, Populus ${\times}$albagrandulosa community zone, Pinus densiflora community zone, and landscape planting zone. Pinus densiflora and landscape planting zones shall be managed artificially, the others managed with ecological approach. 2. The long term plan shall be performed in four vegetation management zones; Robinia pseudoacacia community zone, Quercus spp. community zone, Pinus densiflora community zone, and landscape planting zone. Pinus densiflora and landscape planting zones shall be managed artificially, the others managed with ecological approach. 3. Because soil of Ansan is acidified and the soil disturbed growth of plants, the improvement of soil is necessary. The fertilization shall be performed in three zones; evergreen confierous tree zone(ex. P. densiflora), Quercus spp. zone, and the other deciduous tree zone(ex. R. pseudoacacia).

• 한국안전학회지
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• 제27권3호
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• pp.117-124
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• 2012

There have been recently introduced new types of urban metro vehicles called LRT (Light Rail Transit) running on elevated guideway such as Uijeongbu VAL(which stands for V$\acute{e}$hicule Automatique L$\acute{e}$ger: Automatic Light Rail Vehicle) system, Yong-In LIM(Linear Induction Motor) system, Incheon international airport MAGLEV(Magnetic Levitated Vehicle) system and Daegu monorail system. Most of accidents by the vehicles are bound to happen on elevated guideway. Therefore, it is of vital importance to analyze hazards related to vehicles running on elevated guideway and study emergency evacuation scenarios applicable in case of accidents on elevated guideway so as to secure the safety of the new types of urban metro vehicles. In this study, FTA(Fault Tree Analysis) model was developed to identify all possible hazards, and all possible evacuation scenarios were studied. It was also confirmed that each hazard can be corresponded to one or more evacuation scenarios. This result shows that passengers can be evacuated according to one of the scenarios identified in this study in case of an accident of "Train Stranded on Elevated Guideway".

• 한국수자원학회:학술대회논문집
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• 한국수자원학회 2022년도 학술발표회
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• pp.134-134
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• 2022

Streamflow forecasting plays a crucial role in water resource control, especially in highly urbanized areas that are very vulnerable to flooding during heavy rainfall event. In addition to providing the accurate prediction, the evaluation of effects and importance of the input predictors can contribute to water manager. Recently, machine learning techniques have applied their advantages for modeling complex and nonlinear hydrological processes. However, the techniques have not considered properly the importance and uncertainty of the predictor variables. To address these concerns, we applied the GA-BART, that integrates a genetic algorithm (GA) with the Bayesian additive regression tree (BART) model for hourly streamflow forecasting and analyzing input predictors. The Jungrang urban basin was selected as a case study and a database was established based on 39 heavy rainfall events during 2003 and 2020 from the rain gauges and monitoring stations. For the goal of this study, we used a combination of inputs that included the areal rainfall of the subbasins at current time step and previous time steps and water level and streamflow of the stations at time step for multistep-ahead streamflow predictions. An analysis of multiple datasets including different input predictors was performed to define the optimal set for streamflow forecasting. In addition, the GA-BART model could reasonably determine the relative importance of the input variables. The assessment might help water resource managers improve the accuracy of forecasts and early flood warnings in the basin.

• 한국물환경학회지
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• 제33권6호
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• pp.715-721
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• 2017

식생체류지 기법 중 하나인 나무여과상자는 유역면적 및 강우유출수의 특성에 따라 기법의 용적 및 수질 저감 능력 조정이 가능한 도시 저영향개발 기술이다. 본 연구는 주차장 강우유출수 처리를 위해 6년동안 운영된 나무여과상자의 성능을 평가하기 위하여 수행되었다. 또한 나무여과상자의 저감 능력에 영향을 미치는 수리 수문학적 요인들을 조사하였다. 분석 결과, 강수량의 증가는 나무여과상자의 유출량, 평균유량 및 첨두유량 감소 등의 수리 수문학적 성능이 감소되는 것으로 평가되었다(r = -0.53 to -0.59; p < 0.01). TSS, 유기물, 영양물질 및 중금속 등의 오염물질은 나무여과상자 내 충진된 여재의 여과 및 흡착, 침투, 증산발 기작 등을 통하여 저감되는 것으로 나타났다(p < 0.001). 또한 유출량, 평균유량, 첨두유량, 체류시간 및 강우지속시간 등과 같은 수리 수문학적 요인의 영향을 받는 것으로 평가되었다. 이는 나무여과상자 시설을 유역면적 대비 시설의 표면적을 1 % 미만으로 설계 시 특히 유용한 것으로 나타났다.

• 한국지리정보학회지
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• 제24권3호
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• pp.83-98
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• 2021

도시녹지는 도시 생태계 건강성 증진을 위한 중요한 요소이며, 건강한 도시 생태계 유지 및 관리를 위해서는 도시녹지의 공간적인 현황 파악이 필요하다. 환경부에서는 2010년 이후부터 총 41개의 분류 항목을 갖는 1m 급 해상도의 세분류 토지피복지도를 제공해오고 있으나, 가로수와 같은 도시 내 고해상도 상세 녹지 정보는 기타 초지로 분류되거나 누락되어 오고 있다. 따라서, 본 연구에서는 수원시 지역을 대상으로 1m 이하 급의 고해상도 원격탐사 자료(항공 LiDAR 및 RGB 정사영상)를 이용하여, 기존 세분류 토지피복지도에서는 나타나지 않는 고해상도의 상세 도시 녹지(수목, 관목 및 초지) 정보를 분류하고자 하였다. 분류 기법으로는 딥러닝 기반의 이미지 분할방법인 U-Net 구조의 모델을 활용하였으며, 분류 항목의 수 및 사용하는 자료의 종류에 따라 총 3가지의 모델(LRGB10, LRGB5, 및 RGB5)을 제안하고 성능을 평가하였다. 검증 지역에 대한 세 모델의 평균 전체 정확도는 각 83.40%(LRGB10), 89.44%(LRGB5), 74.76%(RGB5)이며, 항공 LiDAR와 RGB 정사영상을 함께 사용하여 총 5개의 항목(수목, 관목, 초지, 건물, 및 그 외)을 분류하는 LRGB5 모델의 성능이 가장 높게 나타났다. 수원시의 수목, 관목 및 초지 기준의 전체 녹지 현황은 각 45.61%(LRGB10), 43.47%(LRGB5), 및 44.22%(RGB5)로 나타났으며, 세 모델 모두 기존 세분류 토지피복지도와 비교하여 평균 13.40%의 도시 수목 정보를 더 제공할 수 있는 것으로 나타났다. 더불어 이러한 도시녹지 분류 결과는 향후 중분류 토지피복지도와 같은 기존 GIS 정보와의 융합을 통해 가로수 녹지 비율 현황 등 추가적인 상세 녹지 현황 정보를 제공할 수 있어, 다양한 도시녹지 연구 및 정책의 기초 자료로 활용될 수 있을 것으로 기대된다.

• 한국환경과학회지
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• 제19권2호
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• pp.229-236
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• 2010

As air pollution has emerged as one of the most pressing urban environmental concerns, many studies have investigated the influence of air pollutants(ex: $O^3$, $NO^2$, $SO^2$, Acid rain, etc.) on roadside trees and urban grove. In Korea, population density started to increase since the industrialization. Since dense population aggravates our living conditions, it's very important for us to preserve and keep a lively and refreshing nature in order to live with green nature in harmony under the current artificial environment-dominating world. In metropolitan cities, the production of pollutants increases in proportion to population growth. The vehicle exhaust gas and air pollutants from cooling and heating systems have been the major causes of acid rain. Furthermore, tire particles which are naturally produced by tire wearing on roads and other toxic substances in exhaust gas have caused a problem in human health directly and indirectly. In fact, a lot of studies have analyzed air pollution, roadside trees and plants in Korea. However, they are mostly limited to covering the influence of air pollution on the growth of plants. No paper has clearly explained why air pollution-resistant or-vulnerable species has shown different reactions yet. Even though a lot of urban roadside trees have died or stopped to grow from time to time, this kind of problem has not been properly examined. This paper is aimed to comparatively analyze physio-ecological characteristic such as photosynthesis, chlorophyll contents, soil volume water figure out their relationship with environmental factors against the expanding roadside trees in Cheong-ju, and provide basic data for management of roadside trees and elaboration of urban environment preservation policies.

• 한국소음진동공학회:학술대회논문집
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• 한국소음진동공학회 2014년도 춘계학술대회 논문집
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• pp.141-144
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• 2014

In urban spaces surrounded by buildings, trees could disperse sound energy, which affect sound level distribution and street canyon reverberation. Therefore, this paper examines the amount of scattered sound energy from a tree in open field by means of a reverberation time (RT). Five trees of different species and crown sizes were considered. The influential factors include crown size and shape, foliage condition, and source-receiver distance. The results show that RT is proportionally increased with the increase of tree crown sizes, which is the most determining factor. The maximum RT measured was 0.34 sec at 4000 Hz for the studied trees in leaf. The presence of leaves increased RT at high frequencies, typically by 0.14 sec at 4000 Hz. With increasing source-receiver distance within 40 m, RT was slightly changed.

• 한국조경학회지
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• 제32권3호
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• pp.51-59
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• 2004

Focusing on WBGT(Wet Bulb Globe Thermometer Index) according to the LAI(Leaf Area Index) variation of trees, this study verifies the effects of urban shade trees on the outdoor thermal environment. As for methodology, air$.$globe temperature, air humidity and WBGT were measured under three shade trees whose LAIs were 2.1, 4.0 and 8.2 respectively at midday(12:00-13:00) of 14 sunny days from the 4th through the 29th day of September 2003. Those factors were also measured at the unshaded areas and compared with the values of shaded areas. The measured site was paved with interlocking concrete bricks. The measurements were analyzed through the ANCOV A(Analysis of Covariance) and the regression routines of SPSS11 for windows (SPSS Inc., 2001). The major findings were as follows. 1. The direct correlation between WBGT and LAI was very low. On the contrary, the WBGT showed close correlation with air$.$globe temperature and air humidity, and the LAI also showed very close correlation with globe temperature. These results tell that dominant shading effect by the tree is on the screening of direct solar radiation which lower the globe temperature and WBGT consequently. 2. While the average globe temperatures and WBGT at unshadowed area were 40.4$^{\circ}C$ and 26.2$^{\circ}C$ respectively, the former under the shade tree with LAI 2.1, 4.0 and 8.2 were 34.5$^{\circ}C$, 32.6$^{\circ}C$ and 30.2$^{\circ}C$, and the latter were 24.6$^{\circ}C$, 24$^{\circ}C$ and 23.4$^{\circ}C$ respectively. 3. The relationship between LAI(x) and WBGT(y) can be presented with the following equation: y = 24.23+1.53 $e^{-x}$+0.36x $e^{-x}$+0.46 $x^2$ $e^{-x}$ ($R^2$ =.98) =.98)