• Ecology and Resilient Infrastructure
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• 제6권4호
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• pp.277-286
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• 2019

건설산업은 미세먼지를 많이 발생시키는 산업 중 하나인 것으로 알려져 있다. 따라서 건설산업에서의 미세먼지 발생량을 줄이는 것이, 전체 미세먼지 관리에 매우 중요하다. 이러한 점에 착안하여, 본 연구에서는 자율이동체, IoT, 드라이 포그 시스템 등 첨단기술을 활용한 미세먼지 모니터링 및 제거기술을 제안하고, 시스템의 구성과 작동순서를 제시하였으며, 시스템 도입의 효과를 정성적, 정량적 측면에서 분석하였다. 제안된 개념과 구성 그리고 작동순서는 실제 시스템 개발 및 현장적용을 통해 그 실효성을 검증할 예정이다. 또한 비용편익분석 등을 통해 구체적인 경제성도 검증할 계획이다.

• 한국지하수토양환경학회지:지하수토양환경
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• 제25권3호
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• pp.74-83
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• 2020

Since fine dust (PM₁₀) has a significant influence on soil and groundwater composition during dry and wet deposition processes, it is of a vital importance to understand the fate and transport of aerosol in geological environments. Fine dust is formed after the chemical reaction of several precursors, typically observed in short intervals within a few hours. In this study, deep learning approach was applied to predict the fate of fine dust in an urban area. Deep learning training was performed by combining convolutional neural network (CNN) and recurrent neural network (RNN) techniques. The PM₁₀ concentration after 1 hour was predicted based on three-hour data by setting SO₂, CO, O₃, NO₂, and PM₁₀ as training data. The obtained coefficient of determination value, R², was 0.8973 between predicted and measured values for the entire concentration range of PM₁₀, suggesting deep learning method can be developed into a reliable and viable tool for prediction of fine dust concentration.

• 한국환경과학회지
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• 제26권6호
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• pp.751-765
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• 2017

This research investigates the characteristics of meteorological variation and fine particles ($PM_{10}$ and $PM_{2.5}$) for case related to the haze occurrence (Asian dust, long range transport, stationary) in Busan. Haze occurrence day was 559 days for 20 years (from 1996 to 2015), haze occurrence frequency was 82 days (14.7%) in March, followed by 67 days (12.0%) in February and 56 days (10.0%) in May. Asian dust occurred most frequently in spring and least in winter, whereas haze occurrence frequency was 31.5% in spring, 29.7% in winter, 21.1% in fall, and 17.7% in summer. $PM_{10}$ concentration was highest in the occurrence of Asian dust, followed by haze and haze + mist, whereas $PM_{2.5}$ concentration was highest in the occurrence of haze. These results indicate that understanding the relation between meteorological phenomena and fine particle concentration can provide insight into establishing a strategy to control urban air quality.

• 대한원격탐사학회:학술대회논문집
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• 대한원격탐사학회 2002년도 Proceedings of International Symposium on Remote Sensing
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• pp.367-372
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• 2002

Asian dust aerosol layer of 4-6 km altitude accompanied by low clouds was observed by LIDAR and sky-radiometer in Tokyo urban area on April 10, 2001. To synthesize the top of atmosphere (TOA) reflectance, radiative transfer simulation conducted assuming aerosol/cloud vertical structure and aerosol size distribution that were modeled after the ground observations. The refractive index of Asian dust is derived from a laboratory measurement of sampled Chinese soil particles. The synthesized TOA reflectance is compared to the SeaWiFS-derived one sampled at the low cloud pixels whose airmass is the same as the one passed at the observation site. While the two TOA reflectances compare generally well with few percent difference in reflectance, possible sources of the discrepancy are discussed.

• 한국지구과학회지
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• 제30권6호
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• pp.734-743
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• 2009

본 연구는 부산지역의 먼지 농도와 황사발원지의 기후학적 요소를 주기분석 함으로써 부산지역의 먼지농도 주기에 영향을 주는 기후학적 조건, 특히 황사 발생과의 관련성에 대하여 고찰하였다. 부산지역에서 관측된 먼지 농도 시계열 자료를 이용한 단일스펙트럼분석을 수행한 결과 배출량이나 강수 효과 등에 의해 나타난 일반적인 주기(1년, 7일) 이외에, 상대적으로 3-4년 주기가 우세하게 나타났으며, 먼지 농도와 부산지역의 기상자료 및 황사발원지에서의 풍속과의 교차스펙트럼 분석을 통한 주기 분석을 수행해 본 결과, 3-4년 주기일 때 먼지농도와 풍속, 기압은 양의 상관관계, 기온, 상대습도와는 각각 음의 상관관계가 나타났다. 이는 황사 발생 조건과 잘 부합되는 것으로 나타나, 3-4년의 먼지 농도 주기는 황사의 장거리 수송과 관련이 있는 것으로 판단된다. 또한 황사 발생은 발원지의 지표 상태에 따라 발생빈도가 달라지므로, 여러 기후학적 요소들 중 황사발원지에서의 강수량과의 주기 분석을 수행해 본 결과, 발원지에서의 강수량 그 자체보다는 발원지에서의 가뭄지수(EDI)의 시계열이 우리나라 먼지 농도의 3-4년 주기와 더 연관이 있는 것으로 나타났고 이는 기후학적으로 황사 발원지에서의 지표건조 특성의 변동성과 연관이 있는 것으로 나타났다.

• 환경영향평가
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• 제32권5호
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• pp.338-352
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• 2023

2019년 기준 우리나라는 OECD 38개 국가들 중에서 미세먼지가 가장 심각한 수준이며 같은 해 「재난 및 안전관리 기본법」을 개정하여 미세먼지를 사회재난으로 규정하였다. 현재 정부는 총 5대 분야, 42개 과제, 177개 세부과제로 구성된 미세먼지 관리 종합계획(2022년~2023년)을 마련하여 배출량 저감 목표를 달성하기 위해 노력하고 있다. 하지만 단순히 배출원으로만 저감대책을 세우는 것이 아니라, 도시의 다양한 공간 특성을 고려하여 대책을 마련할 필요가 있다. 따라서 본 연구에서는 부산광역시를 대상으로 도시의 건축물유형과 토지피복유형별 17개의 형태로 분류된 LCZ(Local Climate Zone)분류체계를 활용하여 도시의 형태를 분류하였고, IDW기법을 활용하여 연평균 PM10, PM2.5 농도를 매핑하였다. 또한, LCZ분류체계를 정량화하기 위해 Fragstats와 Moving window를 활용하였다. 마지막으로 상관분석과 회귀분석을 실시하여 LCZ분류체계와 PM10, PM2.5 간의 관계를 분석하였다. 그 결과, 건축물의 높이가 낮은 유형과 나무가 있는 녹지 유형은 PM10, PM2.5 농도에 긍정적인 영향을 주는 것을 확인할 수 있었다. 따라서 본 연구는 효율적인 공간계획에 기반한 미세먼지 저감 정책 수립을 위해 기초 자료로 활용될 것으로 기대된다.

• 한국환경보건학회지
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• 제27권2호
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• pp.1-9
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• 2001

This study was carried out to investigate the microbial characteristics of the urban air pollution in the subway stations, streets, department stores, wholesale markets, underground shopping centers, buildings, parks, houses and apartments in the Seoul and the suburbs area. Total cell count, total mold count and the presence of opportunistic pathogens(Streptococcus pneumoniae, Klebsiella pneumoniae, Aspergillus spp., Penicillium spp.) were evaluated determine the microbial air quality. Total cell count and mold count of indoor air in the houses and apartments were 2.9$\times$10$^2$-6.3$\times$10$^2$cfu/㎥ and 60-1.8$\times$10$^2$cfu/㎥, respectively, and the department stores and wholesale markets had much lower cell count than the houses and apartments. Ground level of commercial stations were 2.6 fold higher than the general subway stations, and Apergillus spp. and Penicillium spp. which could cause the bronchus and lung diseases were detected 17 sampling site out of 45. Dust were collected from the commercial facilities and houses, and total cell and mold count of the dust were 4.3$\times$10$^3$-1.7$\times$10$^{6}$ cfu/g and 2.3$\times$10$^3$-6.5 $\times$10$^4$cfu/g, respectively. Therefore the dust might be one of the main reservoir of microorganims.

• 한국대기환경학회지
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• 제30권4호
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• pp.311-318
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• 2014

The goles of this study were that we calculated the difference between the emission factors currently used officially and the emission factors that calculated by atmospheric dispersion modeling results and actual field measurements of dust concentrations and that we investigated how we applied to the emission factors appropriate to the reality in Korea. At the results, we calculated the Business As Usual ambient dust concentration concerning U.S. EPA method emissions, and we thought that the emission reduction efficiency had to be 99.7% if the ambient dust concentration that measured in this study could be satisfied. In other words, U.S. EPA dust emission calculation method is very overestimated than reality, so it is important that our country obtain reliable construction site dust emissions estimation methods by continuous researches.

• Journal of the Optical Society of Korea
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• 제14권3호
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• pp.178-184
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• 2010

We present linear particle depolarization ratios (LPDRs) retrieved from measurements with an AERONET Sun photometer at the Gwangju Institute of Science and Technology (GIST), Korea ($35.10^{/circ}N$, $126.53^{\circ}E$) between 19 October and 3 November 2009. The Sun photometer data were classified into three categories according to ${\AA}$ngstr$\ddot{o}$ exponent and size distribution: 1) pure Asian dust (19 October 2009), 2) Asian dust mixed with urban pollution observed in the period from 20-26 October 2009, and 3) clean conditions (3 November). We show that the LPDRs can be used to distinguish among Asian dust, mixed aerosol, and non-Asian dust in the atmosphere. The mean LPDR of the pure Asian dust case is 23 %. Mean LPDRs are 13 % for the mixed case. The lowest mean LPDR is 6 % in the clean case. We compare our results to vertically resolved LPDRs (at 532 nm) measured by a Raman LIDAR system at the same site. In most cases, we find good agreement between LPDRs derived with Sun photometer and measured by LIDAR.

• 대기
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• 제18권4호
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• pp.287-297
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• 2008

The vertical profiles and optical properties of Asian dust are investigated using ground-based measurements from 1998 to 2002. Vertical profiles of aerosol extinction coefficient are evaluated using MPL (Micro Pulse Lidar) data. Optical parameters such as aerosol optical thickness ($\tau$), ${\AA}ngstr\ddot{o}m$ exponent ($\alpha$), single scattering albedo ($\omega$), refractive index, and volume size distribution are analyzed with sun/sky radiometer data for the same period. We can separate aerosol vertical profiles into three categories. First category named as 'Asian dust case', which aerosol extinction coefficient is larger than $0.15km^{-1}$ and dust layer exists from surface up to 3-4km. Second category named as 'Elevated aerosol case', which aerosol layer exists between 2 and 6km with 1-2.5km thickness, and extinction coefficient is smaller than $0.15km^{-1}$. Third category named as 'Clear sky case', which aerosol extinction coefficient appears smaller than $0.15km^{-1}$. and shows that diurnal variation of background aerosol in urban area. While optical parameters for first category indicate that $\tau$ and $\alpha$ are $0.63{\pm}0.14$, $0.48{\pm}0.19$, respectively. Also, aerosol volume concentration is increased for range of 1 and $4{\mu}m$, in coarse mode. Optical parameters for second category can be separated into two different types. Optical properties of first type are very close to Asian dust cases. Also, dust reports of source region and backward trajectory analyses assure that these type is much related with Asian dust event. However, optical properties of the other type are similar to those of urban aerosol. For clear sky case, $\tau$ is relatively smaller and $\alpha$ is larger compare with other cases. Each case shows distinct characteristics in aerosol optical parameters.