• 한국방재학회 논문집
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• 제10권2호
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• pp.55-60
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• 2010

본 연구는 한국의 54개 중소도시를 대상으로 압축도시 이론에서 주장하는 고밀개발, 혼합적인 토지이용과 같은 계획 요소들이 실제 대중교통을 이용한 통근 통행에 영향을 미치는지 실증적으로 분석하였다. 분석 결과 토지이용 변수들 중에서는 인구밀도와 직주균형비가 높을수록 대중교통 통근률이 높아지는 것으로 나타난다. 이와 같은 결과는 압축도시 계획 이론에서 주장하는 바와 같이 밀도 수준이 높아질 경우 대중교통 서비스를 유지하는데 있어 유리하고 또한 토지를 복합적으로 이용함으로써 직장을 포함한 다양한 활동들에 대한 접근성이 높아지기 때문에 자동차 이용이 줄어들고 대중교통 이용이 많아지는 것으로 판단된다. 따라서 대중교통을 이용한 통근 통행을 활성화하기 위해서는 고밀개발과 함께 직주균형과 같은 복합적인 토지이용을 유도하는 도시 정책이 요구된다. 또한 교통서비스 시설들 중에서는 도로 밀도와 지하철 유무가 대중교통 통근률에 영향을 미치는 요인으로 나타나는데, 이는 대중교통 이용률을 높이기 위해서는 먼저 효율적인 대중교통 서비스의 확충이 전제되어야 함을 보여준다. 따라서 대중교통 통근률을 높이기 위해서는 고밀 복합적인 토지이용 정책의 추진과 함께 지하철과 같은 대중교통 서비스시설에 대한 투자가 함께 이루어져야 한다.

• 한국방재학회 논문집
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• 제10권3호
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• pp.1-11
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• 2010

본 연구에서는 경기도 용인시 기흥구 구갈동(구갈역세권)과 보라구역, 중동구역 일대를 중심으로 개발계획, 개발잠재력, 입지여건과 아울러 녹색 및 재해예방 인프라에 대한 4가지 측면을 고려하여 대상지의 투자가치 평가를 통한 전략적 도시관리 방안을 연구하였다. 방법론 측면에서는 평가항목간의 상관관계를 고려할수 있는 네트워크 분석적 의사결정법을 통하여 판단해보고자 하였다. 분석 결과 개발계획에서는 개발용도, 키테넌트, 자금조달, 마케팅순으로, 개발잠재력에서는 시장성, 정체성, 역사성 순으로, 입지여건에서는 토지이용, 주변환경, 교통환경순으로, 마지막으로 녹색 및 재해예방인프라에서는 자연재해예방, 인적재해예방, 사회적 재해예방순으로 나타났다. 본 연구의 결과는 향후 도시개발사업 추진하는데 있어 합리적인 사전 평가방안으로 활용할 수 있을 것이라 본다.

• KIEAE Journal
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• 제10권6호
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• pp.11-19
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• 2010

To meet with the nation's policy of Green Growth, local governments are rushing to propose an ecological urban development plan. And although various studies stress on the need of ecological planning to harmonize development with preservation, we have come to a point in which a quantitative evaluation of how much ecological planning contributes to the environmental load is needed. Through the increasing tendency of making plans based on the development of IT technology, capability of gathering environmental data and scientific instrument, studies on ecological planning's effect towards environmental load has recently begun. This study aims to perform a quantitative evaluation on how ecological planning mitigate urban heat island in the region of Namyang-ju Wallsanli. Three theories were used to mitigate urban heat island ; White network, Green network and Blue network. As a result, the atmosphere temperature was reduced the whole site $1.1^{\circ}C$ and partly $7^{\circ}C$ and the mean radiant temperature was reduced the whole site $1.1^{\circ}C$ and partly $8.7^{\circ}C$ on the modified ecological landscape plan in summer. The PMV index is 0~1 in ecologically modified landscape plan otherwise almost 3 in landscape plan. This study has its limits on the fact that results may differ from the actual plan as the study was performed based on the land use plan and building plan. However, what is important is that it shows a quantitative result of the effect that ecological planning has on surrounding environment and reducing environmental load.

• 한국환경복원기술학회지
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• 제12권3호
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• pp.142-163
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• 2009

Taebaek city is located in the mountainous plateau area therefore the major industry was coal industry. According to dramatically declining of the major industry, Taebaek city is need to alternative industry which associated with considering the geographical characteristics of natural tourism resources for increasing the local economy. On the basis of these reasons, this study can be suggested ecological planning and mitigation of deterioration technique about the these study site. That is the reserved area for mountainous experience theme park. As the results of environmental ecology assessment are following as; The natural ecosystem areas, multi-layer structure forest such as forest of Pinus densiflora, forest of Quercus mongolica and deciduous forest have a high value of nature, diversity and potential. In addition, wild bird habitats were important area as a inhabitation, breeding, feeding and hiding. Therefore, on these areas should be preserved. Also, it needs to conserve on there such as more than three types of wild bird inhabitate areas, the fringe of high biological diversity, the wetland that have got good vegetation condition and the function of amphibia, reptiles crossing. In addition, inhabitation, the waterway of wetland form that have got wide waterside width needs to conserve. In conclusion, on the basis of analysis results such as conditions of plan, environment, ecological assessments, survey informations are able to suggest the connectivity of the axis of forest and management plan. Moreover, in the part of forest restoration plan, we suggest the plan of transplant for a compensation of damaged forest by land use.

• 한국환경복원기술학회지
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• 제5권6호
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• pp.43-48
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• 2002

순수산림으로 존재하고 있는 소나무림과 밤나무재배 등으로 임지를 이용하고 있는 밤나무림 그리고 밤나무 재배 후의 휴경지 등 3개 조사구(소나무, 밤나무I, 밤나무II임분)에서 비점오염원으로의 영향을 살펴보기 위해 계류수를 조사하여 임지이용에 따른 수질변화를 분석하여 얻은 결과를 요약하면 다음과 같다. 1. 세 임분의 계류수 pH는 소나무임분(pH 6.59)>밤나무II임분(pH 6.53)>밤나무I임분(pH 6.47)계류수 순으로 나타났다. 2. 전기전도도는 밤나무I임분>소나무임분>밤나무II임분 계류수의 순으로 높게 나타났다. 3. 양이온은 세 임분의 계류수 모두 $Ca^{2+}$, $Na^{2+}$, $Mg^{2+}$, $K^+$, ${NH_4}^+$의 순으로 높게 나타났다. 4. 음이온은 소나무임분과 밤나무II 임분 계류수에서는 ${SO_4}^{2-}$, $Cl^-$, ${NO_3}^-$의 순으로 높게 나타났고, 밤나무I 임분 계류수에서는 ${NO_3}^-$, ${SO_4}^{2-}$, $Cl^-$의 순으로 높게 나타나 차이를 보였다. 5. 소나무, 밤나무II임분 계류수는 pH, ${NH_4}^+$, ${NO_3}^-$, $Cl^-$, ${SO_4}^{2-}$이 먹는 물 수질기준 범위내에 있었다. 그러나 밤나무I임분 계류수에서 5항목 중 ${NO_3}^-$는 먹는 물 수질기준을 넘어서는 범위에 있어 임지이용에 따른 하류수질의 오염이 우려된다. 따라서 이러한 상류지역에서 오염원 차단을 위한 수질정화시설 등의 대책이 마련되어야 할 것으로 사료된다.

• Spatial Information Research
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• 제9권1호
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• pp.125-135
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• 2001

집중호우로 인한 산사태, 낙석, 지반침하 등으로 인한 지반붕괴로 인명 및 재산 피해가 계속되고 있으며, 이러한 특히 댐, 교량, 도로, 터널, 공단 등 국가 주요 시설물에 대한 피해가 우려되고 있다. 따라서 이러한 지역에 대한 지반 안정성 평가가 우선적으로 이루어져야 하고 이러한 평가에 근거에 대책마련을 해야한다. 본 연구에서는 기존의 산사태 취약성 분석 및 검증 결과를 이용하여 주요 시설물인 전국 40개 댐 주변지역에 대해 지형, 지질, 토양, 임상, 토지 이용, 확률강우량도, 인공위성 영상 등 공간자료를 수집, 공간 DB로 구축하였다. 그리고 구축된 공간 DB를 검색 및 안정성 분석을 할 수 있는 공간 정보시스템을 개발하였다. 이 시스템은 ArcView 3.2의 스크립트 언어인 Avenue를 이용하여 개발되었고 풀다운 메뉴 및 아이콘 메뉴방식을 사용하여 사용하기 쉽게 개발되었다. 개발된 시스템의 활용성을 검증하기 위해 안동댐 주변 지역의 광역적 지반 안정성 평가를 실시하였다. 구축된 DB 및 개발된 시스템은 광역적 지반 안정성 평가 및 관리에 활용될 수 있으며, 지반 안정성 평가 결과는 댐 등 주요 시설물의 지반 안정성을 평가함으로서 재해예방 및 지반관리에 기초자료로 활용될 수 있다.

• 한국수자원학회:학술대회논문집
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• 한국수자원학회 2023년도 학술발표회
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• pp.164-164
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• 2023

This study investigates the importance of flood-influencing factors on the accuracy of flood risk mapping using the integration of remote sensing-based and machine learning techniques. Here, the Extreme Gradient Boosting (XGBoost) and Random Forest (RF) algorithms integrated with GIS-based techniques were considered to develop and generate flood risk maps. For the study area of NAPA County in the United States, rainfall data from the 12 stations, Sentinel-1 SAR, and Sentinel-2 optical images were applied to extract 13 flood-influencing factors including altitude, aspect, slope, topographic wetness index, normalized difference vegetation index, stream power index, sediment transport index, land use/land cover, terrain roughness index, distance from the river, soil, rainfall, and geology. These 13 raster maps were used as input data for the XGBoost and RF algorithms for modeling flood-prone areas using ArcGIS, Python, and R. As results, it indicates that XGBoost showed better performance than RF in modeling flood-prone areas with an ROC of 97.45%, Kappa of 93.65%, and accuracy score of 96.83% compared to RF's 82.21%, 70.54%, and 88%, respectively. In conclusion, XGBoost is more efficient than RF for flood risk mapping and can be potentially utilized for flood mitigation strategies. It should be noted that all flood influencing factors had a positive effect, but altitude, slope, and rainfall were the most influential features in modeling flood risk maps using XGBoost.

• 한국환경복원기술학회지
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• 제25권6호
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• pp.51-64
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• 2022

Along with the urbanization, the risk of urban flooding due to climate change is increasing. Flood regulation, one of the ecosystem services, is implemented in the different level of function of flood risk mitigation by the type of ecosystem such as forests, arable land, wetlands etc. Land use changes due to development pressures have become an important factor in increasing the vulnerability by flash flood. This study has conducted evaluating the urban flood regulation service using InVEST UFRM(Urban Flood Risk Model). As a result of the simulation, the potential water retention by ecosystem type in the event of a flash flood according to RCP 4.5(10 year frequency) scenario was 1,569,611 tons in urbanized/dried areas, 907,706 tons in agricultural areas, 1,496,105 tons in forested areas, 831,705 tons in grasslands, 1,021,742 tons in wetlands, and 206,709 tons in bare areas, the water bodies was estimated to be 38,087 tons. In the case of more severe 100-year rainfall, 1,808,376 tons in urbanized/dried areas, 1,172,505 tons in agricultural areas, 2,076,019 tons in forests, 1,021,742 tons in grasslands, 47,603 tons in wetlands, 238,363 tons in bare lands, and 52,985 tons in water bodies. The potential economic damage from flood runoff(100 years frequency) is 122,512,524 thousand won in residential areas, 512,382,410 thousand won in commercial areas, 50,414,646 thousand won in industrial areas, 2,927,508 thousand won in Infrastructure(road), 8,907 thousand won in agriculture, Total of assuming a runoff of 50 mm(100 year frequency) was estimated at 688,245,997 thousand won. In a conclusion. these results provided an overview of ecosystem functions and services in terms of flood control, and indirectly demonstrated the possibility of using the model as a tool for policy decision-making. Nevertheless, in future research, related issues such as application of models according to various spatial scales, verification of difference in result values due to differences in spatial resolution, improvement of CN(Curved Number) suitable for the research site conditions based on actual data, and development of flood damage factors suitable for domestic condition for the calculation of economic loss.

• 한국환경복원기술학회지
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• 제19권1호
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• pp.155-170
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• 2016

This study established the definition of invasive disturbance species for a sustainable management and biodiversity, and derived the influence factors caused by the species. To define the species, the paper reviewed similar words such as alien species and invasive species, using standard definitions. Also reviewed the results of recent research on the factors of the species. The paper defined the invasive disturbance species as an species whose establishment and spread threaten ecosystems, habitats or species with economic or environmental harm including native and non-native. Through the reviews, The factors were classified as geographic (altitude, slope, and soil, etc.), climate (temperature, precipitation, climate change, etc.) and, anthropogenic (land use, population, road, and human activity, etc.), and species & vegetation structure (species property, local-species richness, and canopy, etc.). Especially, human activity such as urbanization and highways may be associated with both higher disturbance and higher propagule pressure. In the further study, it is required development of mitigation strategies and vegetation structure model against invasive disturbance species in urban forest based on this study.

• Environmental Engineering Research
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• 제16권2호
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• pp.69-79
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• 2011

Rapid population growth and land use changes have severely degraded streams across the United States. In response, there has been a surge in the number of stream restoration projects, including stream restoration for mitigation purposes. Currently, most projects do not include evaluation and monitoring, which are critical in the success of stream restoration projects. The goal of this study is to review the current status of assessment methodologies and restoration approaches for streams in Virginia, with the aim of assisting the restoration community in making sound decisions. As part of the study, stream restoration projects data from a project in Fairfax County, Virginia was assessed. This review revealed that the stream assessment methodologies currently applied to restoration are visuallybased and do not include biological data collection and/or a method to incorporate watershed information. It was found from the case study that out of the twenty nine restoration projects that had occurred between 1995 and 2003 in Fairfax County, nineteen projects reported bank stabilization as a goal or the only goal, indicating an emphasis on a single physical component rather than on the overall ecological integrity of streams. It also turned out that only seven projects conducted any level of monitoring as part of the restoration, confirming the lack of evaluation and monitoring. However, Fairfax County has recently improved its stream restoration practices by developing and incorporating watershed management plans. This now provides one of the better cases that might be looked upon by stakeholders when planning future stream restoration projects.