• 한국지반공학회:학술대회논문집
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• 한국지반공학회 2002년도 가을 학술발표회 논문집
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• pp.499-506
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• 2002

The purpose of this study is to develop landslide susceptibility analysis techniques using artificial neural networks and to apply the newly developed techniques for assessment of landslide susceptibility to the study area of Yongin in Korea. Landslide locations were identified in the study area from interpretation of aerial Photographs and field survey data, and a spatial database of the topography, soil type and timber cover were constructed. The landslide-related factors such as topographic slope, topographic curvature, soil texture, soil drainage, soil effective thickness, timber age, and timber diameter were extracted from the spatial database. Using those factors, landslide susceptibility and weights of each factor were analyzed by two artificial neural network methods. In the first method, the landslide susceptibility index was calculated by the back propagation method, which is a type of artificial neural network method. Then, the susceptibility map was made with a GIS program. The results of the landslide susceptibility analysis were verified using landslide location data. The verification results show satisfactory agreement between the susceptibility index and existing landslide location data. In the second method, weights of each factor were determinated. The weights, relative importance of each factor, were calculated using importance-free characteristics method of artificial neural networks.

• 한국GIS학회:학술대회논문집
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• 한국GIS학회 2004년도 추계 학술대회 논문집
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• pp.27-40
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• 2004

다중축척 공간데이터베이스란 동일한 현실 공간을 여러 축척의 데이터베이스로 저장한 것을 말한다. 이 다중축척의 데이터베이스는 기존에 구축된 원시 데이터베이스로부터 유도될 수 있다. 그런데 이 유도과정에서 원시 데이터베이스에 있던 기하 및 위상관계는 변형이 된다. 그리고 이 관계 변형은 유도된 데이터베이스의 무결성을 보장하지 못하는 원인이 된다. 때문에 유도된 데이터베이스가 원시 데이터베이스와 일관성이 있는지를 조사할 필요가 있다. 이 논문은 원시 데이터베이스와 유도된 다중축척 데이터베이스간의 위상적 일관성에 초점을 둔다. 특히, 2차원 공간객체가 1차원으로 축소되었을 때 위상관계의 일관성을 평가하는 방법을 제안할 것이다. 즉, 2차원 공간객체간에 위상관계를 표현하는 8가지 위상관계를 2차원과 1차원 공간객체간에 위상관계를 표현하는 19가지 위상관계로 일관성 있게 전환하는 4가지 방법을 제안할 것이다. 이 방법들은 새로 생성된 다중축척 데이터베이스의 위상관계가 원시 데이터베이스로부터 일관성 있게 유도되었는지를 판단하는 근거가 될 수 있다. 또, 다중축척 데이터베이스간에 위상관계의 일관성을 보장하므로 동일 공간에 주어진 사용자 질의는 축척에 상관없이 그 결과가 동일하게 된다.

• 한국대기환경학회지
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• 제27권4호
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• pp.405-415
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• 2011

The objective of this study was to compare greenhouse gas emissions from road transportation by calculation methods (Tier 1, Teir 2, and Tier 3). Tier 1 based on 2006 IPCC guidelines default emission factor and amount of fuel consumption. The Tier 2 approach is the same as Tier 1 except that country-specific carbon contents of the fuel sold in road transport are used. Tier 2 based on emission factor of guidelines for local government greenhouse gas inventories (Korea Environment Corporation), the fuel consumption per one vehicle, and the registered motor vehicles. The Tier 3 approach requires detailed, country-specific data to generate activity-based emission factors for vehicle subcategories (National Institute of Environmental Research) and may involve national models. Tier 3 calculates emissions by multiplying emission factors by vehicle activity levels (e.g., VKT) for each vehicle subcategory and possible road type. VKT was estimated by using GIS road map and traffic volume of the section. The GHG average emission rate by the Tier 1 was 728,857 $tonCO_2eq$/yr, while Tier 2 and Tier 3 were 864,757 $tonCO_2eq$/yr and 661,710 $tonCO_2eq$/yr, respectively. Tier 3 was underestimated by 10.1 and 20.7 percent for the GHG emission observed by Tier 1 and Tier 2, respectively. Based on this study, we conclude that Tier 2 is reasonable GHG emissions than Tier 1 or Tier 3. But, further study is still needed to accurate GHG emission from Tier 3 method by expanding the traffic survey area and developing the model of local road traffic.

• 한국환경복원기술학회지
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• 제13권5호
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• pp.154-171
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• 2010

This study was performed to show criteria of a National Ecological Network (NEN) for South Korea and it was a part of a study of ecological network for broad areas on national land showed by Ministry of Environment of Korea. After 1970s, many european countries presented methods and criteria not on individual protected area but on networking among many habitats. The PEEN (Pan European Ecological Network) and NATURA 2000 are results of those. In South Korea, concepts and mapping metheods of ecological network was studied but those were not applied to the whole national land because the equality and local specialities were not reflected. So, in this study, we presented the criteria composed of forest, river, wildlife and coastal evaluation items in conservation ecology and showed the mapping method which can applied to the national land. After the evaluation on land area which composed of forest, river and wildlife axis. Core areas were $30,616km^2$, buffer zone were $21,870km^2$ and each accounted for 31% and 22% of the national land. Except for Taebaeck-Gangwon region, whole region's core areas were accounted for 20~30% of it and buffer zone were accounted for 20~25% of it, so these can be applied to the national land with equality and local specialities. Forest axis and river axis were clearly linear and connected, but the wildlife axis was dispersed in point form. Therefore, to apply the NEN, a detailed habitat map is important and the interconnected implementation of forest, river, wildlife, and coastal axis is required.

• 한국농공학회논문집
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• 제53권1호
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• pp.29-36
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• 2011

HPAI (High pathogenic avian influenza) which is a disease legally designated as an epidemic generally shows rapid spread of disease resulting in high mortality rate as well as severe economic damages. Because Korea is contiguous with China and southeast Asia where HPAI have occurred frequently, there is a high risk for HPAI outbreak. A prompt treatment against epidemics is most important for prevention of disease spread. The spread of HPAI should be considered by both direct and indirect contact as well as various spread factors including airborne spread. There are high risk of rapid propagation of HPAI flowing through the air because of collective farms mostly in Korea. Field experiments for the mechanism of disease spread have limitations such as unstable weather condition and difficulties in maintaining experimental conditions. In this study, therefore, computational fluid dynamics which has been actively used for mass transfer modeling were adapted. Korea has complex terrains and many livestock farms are located in the mountain regions. GIS numerical map was used to estimate spreads of virus attached aerosol by means of designing three dimensional complicated geometry including farm location, road network, related facilities. This can be used as back data in order to take preventive measures against HPAI occurrence and spread.

• 한국농공학회논문집
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• 제62권6호
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• pp.21-31
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• 2020

This study analyzed the spatio-temporal change pattern of greenhouse areas for Sangnam-myeon and Samrangjin-eup of Miryang-si in Gyeongnam, which is one of major greenhouse area. First, in order to overcome the lack of statistical data of the distribution of greenhouses, aerial and satellite images were interpreted from 1987 to 2018, and the spatial distribution of the greenhouse parcels which has continuously increased was mapped based on the digital cadastral map. Next, through the emerging hot spot tool in ArcGIS Desktop, the spatio-temporal change in transition from open-field to greenhouse cultivation was classified into 9 clusters. About 67.7% of the target area was categorized as a hot spot, and the pattern of New hot spot, which were recently converted to greenhouse parcels, covered about 34.1%. While, about 11.3% of parcels were expected to keep the existing open-field cultivation practice for a while. Overall, the greenhouse parcels have been densely developed along a river and were lately expanding even to the far neighbor. It implied that, in the future, the competition of water intake among farms would be more serious and the environmental responsibility in consideration of water quality as well as quantity would be getting strengthened due to increasing pollution loads and river intake.

• 한국수자원학회논문집
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• 제32권6호
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• pp.721-730
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• 1999

본 논문에서는 Morton(1983)의 보완관계식을 이용하여 증발산량의 시.공간적 분포 양상을 계산할 수 있는 격자기반의 일 증발산량 추정 모형을 개발하였다. 본 모형은 C 언어로 개발되었으며, ASCII 형태의 수치표고자료와 토지피복도가 입력자료로 이용되어 유역에 대한 일 증발산량을 계산하게 된다. 또한, 증발산량에 대한 시간적 변화 양상과 공간적 분포 양상을 GRASS에서 나타낼 수 있도록 구성하였다. 모형의 적용성 검증을 위해서 대청댐 상류지역에 위치한 보청천의 일부 지역(76.5$\textrm{km}^2$)에 대해서 적용하였다. 적용결과, 보청천 유역의 이평교 지점에서 1995년도 증발산랑은 766.1mm로 나타났으며, 경사면과 면적에 대한 일사량 보정 후 약22%가 증가 하는 것으로 나타났다.

• 한국환경보건학회지
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• 제45권5호
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• pp.487-496
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• 2019

Objective: The purpose of this study was to create soil contamination maps using QGIS (Quantum Geographic Information System) and suggest selection methods for soil pollution sources for preferential investigation in a soil contamination survey. Method: Data from soil contamination surveys over five years in Gyeonggi-do Province, South Korea (2013-2017) were used for making soil contamination maps and analyzing the density of survey points. By analyzing points exceeding the concern level of soil contamination, soil pollutant sources for priority management were identified and selection methods for preferred survey points were suggested through a study of the model area. Results: A soil contamination survey was conducted at 1,478 points over five years, with the largest number of surveys conducted in industrial complex and factory areas. Soil contamination maps for copper, zinc, nickel, lead, arsenic, fluoride, and total petroleum hydrocarbons were made, and most of the survey points were found to be below concern level 1 for soil contamination. The density of the survey points is similar to that of densely populated areas and factory areas. The analysis results of points exceeding the criteria showed that soil pollutant sources for priority management were areas where ore and scrap metals were used and stored, traffic-related facilities areas, industrial complex and factory areas, and areas associated with waste and recycling. According to the study of the model area, the preferred survey points were traffic-related facilities with 15 years or more since their construction and factories with a score of 10 or more for soil contamination risk. Conclusion: Soil contamination surveys should use GIS for even regional distribution of survey points and for the effective selection of preferred survey points. This study may be used as guidelines to select points for a soil contamination survey.

• 한국수자원학회:학술대회논문집
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• 한국수자원학회 2019년도 학술발표회
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• pp.254-254
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• 2019

최근 가속화되는 온난화와 이상기후 현상으로 인하여 전 세계적으로 홍수 및 가뭄의 발생빈도가 증가하고 있다. 우리나라에서도 기상이변으로 인한 집중호우 및 이상강우 발생이 증가하고 있는 실정이며 이러한 이유로 하천 제방월류 및 댐 구조물의 붕괴 등 다양한 홍수피해가 발생하고 있다. 댐 구조물의 경우 붕괴 시하류에 직접적인 재산 및 인명피해가 발생할 수 있으며 이에 따른 정확한 해석이 필요하다. 기존의 댐 붕괴로 인한 하류하천 영향 및 홍수범람해석의 경우 하류하천 지형 및 기하학적 환경을 고려하지 못한 1차원적 해석에 그치고 있는 것이 사실이다. 본 연구에서는 전남 영광군에 위치한 불갑저수지를 대상으로 1:5000 DEM 및 하천측량 자료를 적용하여 GIS Tool인 HEC-RAS Mapper를 구성하기 위한 하류지역의 기하학적 자료(Terrain MAP)를 추출하였으며, 미국 공병단에서 개발한 HEC-RAS 2D 모형을 이용하여 댐 구조물 붕괴 시 하류영향 및 홍수범람도를 작성하였다. 댐 붕괴에 따른 유출수문곡선을 유도하기 위해서 도면과 보고서를 참고하여 붕괴지속기간, 붕괴부 평균폭의 변화에 따른 다양한 모의를 수행하였으며, 각각의 조건들이 붕괴파 형성에 미치는 영향을 분석하였다. 분석결과 댐 직하류를 포함함 전 구간에서 범람현상이 발생되었으며 하도의 특성 및 구조물의 영향으로 구간별 침수심이 다르게 분포되었다(3.0~5.1m). 또한 하류로 진행되며 홍수파 및 침수심의 영향은 감소하는 것으로 확인되었다. 이는 댐 직하류에 유입된 붕괴유출량이 제내지로 확산되어 하류지역의 홍수파 에너지가 감소되는 것으로 이러한 결과는 실제하천에서 일어날 수 있는 현상이며 제내지의 홍수범람을 양상이 반영된 결과로 판단된다. 향후 이러한 2D 범람해석 결과를 토대로 보다 더 세밀한 유역특성을 고려할 수 있는 홍수 범람해석 연구가 수행되어야 할 것이다.

• 한국기후변화학회지
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• 제7권2호
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• pp.157-167
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• 2016

This study aims to evaluate the effect of shortened final cutting age by estimating future $CO_2$ absorption in each different scenarios based on each final cutting ages before and after shortening. We used $5^{th}$ Forest Type Map and Forest Yield Table to obtain information to estimate $CO_2$ absorption of forest. We also designed a simulated future scenarios from 2010 to 2100 which repeats cutting and reforestation according to respected each final cutting ages. As the result, number of cuttings and total amount of $CO_2$ absorption of forest were increased with shortened final ages. Total cutting times increased up to 2 in both minimum and maximum amount for Quescus spp. and Larix kaempferi. Maximum number of cutting of Pinus densiflora and minimum number of Pinus koraiensis increased by 1. Total $CO_2$ absorption increased 12％ for Quercus spp. which had the largest number of increase in cutting times, while total $CO_2$ absorption of Pinus koraiensis only increased by 1％. The result could be used to evaluate the changes in forest management plans and policies and then develop optimal final age for efficient sustainable forest management plans.