• Title/Summary/Keyword: Environmental Windows

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Cloud Detection from Sentinel-2 Images Using DeepLabV3+ and Swin Transformer Models (DeepLabV3+와 Swin Transformer 모델을 이용한 Sentinel-2 영상의 구름탐지)

  • Kang, Jonggu;Park, Ganghyun;Kim, Geunah;Youn, Youjeong;Choi, Soyeon;Lee, Yangwon
    • Korean Journal of Remote Sensing
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    • v.38 no.6_2
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    • pp.1743-1747
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    • 2022
  • Sentinel-2 can be used as proxy data for the Korean Compact Advanced Satellite 500-4 (CAS500-4), also known as Agriculture and Forestry Satellite, in terms of spectral wavelengths and spatial resolution. This letter examined cloud detection for later use in the CAS500-4 based on deep learning technologies. DeepLabV3+, a traditional Convolutional Neural Network (CNN) model, and Shifted Windows (Swin) Transformer, a state-of-the-art (SOTA) Transformer model, were compared using 22,728 images provided by Radiant Earth Foundation (REF). Swin Transformer showed a better performance with a precision of 0.886 and a recall of 0.875, which is a balanced result, unbiased between over- and under-estimation. Deep learning-based cloud detection is expected to be a future operational module for CAS500-4 through optimization for the Korean Peninsula.

Estimated Photodegradation Properties of Acetanilide Using AOPWIN (AOPWIN을 이용한 Acetanilide의 광부해 특성 평가)

  • 권민정;최윤호;송상환;박혜연;구현주;전성환;나진균;박광식
    • Environmental Analysis Health and Toxicology
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    • v.16 no.3
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    • pp.139-142
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    • 2001
  • Acetanilide is a High Production Volume Chemical, which is produced about 2,300 tons/year in Korea as of 1998 survey. Most is used as an intermediate for synthesis of pharmaceuticals and dyes, and the chemical is one of seven chemicals of which human and environmental risk are being assessed by National Institute of Environmental Research under the frame of OECD SIDS program. The Atmospheric Oxidation Program for Microsoft Windows (AOPWIN) is used to estimates the rate constant for the atmospheric, gas-phase reaction between photochemically produced hydroxyl radicals and organic chemicals. It is also used to estimates the rate constant for the gas-phase reaction between ozone and olefinic/acetylenic compounds. The rate constants estimated by the program are then used to calculate atmospheric half-lives for organic compounds based upon average atmospheric concentrations of hydroxyl radicals and ozone. AOPWIN requires only a chemical structure to make these predictions. Structures are entered into AOPWIN by SMILES (Simplified Molecular Input Line Entry System) notations. In this study, one of environmental fate/distribution of the chemical elements, photodegradation of acetanilide was estimated using AOPWIN model based on SMILES notation and chemical name data.

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Development of Korean Environmental Windows using Entropy (엔트로피를 이용한 한국형 환경창 개발)

  • Jeong, Anchul;Oh, Sungryul;Kim, Seoungwon;Kim, Minseok;Jun, Kwansue
    • Proceedings of the Korea Water Resources Association Conference
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    • 2015.05a
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    • pp.108-108
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    • 2015
  • 준설이란, 물리적으로 수저의 퇴적물을 제거함으로써 하도관리에서 가장 확실하게 퇴적물을 제거하고 통수 단면적을 증가시킬 수 있는 방법 중 하나이다. 우리나라에서는 주로 해안이나 항만에서 주를 이루어져 왔으며, 하천에서는 주로 골재채취를 목적으로 하는 소규모 준설사업이 대부분이었다. 그러나 4대강 살리기 사업으로 인해서 건설된 다기능보는 수위 및 유량을 조절할 수 있다는 장점이 있는 반면, 흐름 및 유사의 연속성을 차단하여 유사퇴적이 발생할 가능성이 높아졌음으로 이를 위한 대책으로 유지준설이 이루어져야 한다. 준설은 대규모의 사업비가 투입되는 건설공사이면서, 수저의 퇴적물을 물리적으로 제거함에 따라 고탁도를 발생시키고 생태계를 교란시키는 등의 문제가 있다. 준설선진국인 미국의 경우, 이러한 문제점을 최소화하기 위한 일환으로 환경창(EWs; Environmental Windows)을 개발하여 미국 준설사업의 약 80%에 적용하여 관리하고 있다. 환경창이란, 준설 및 준설토 처분에 관한 작업이 이루어질수 있는 기간을 의미하여, 결정적으로 사회 환경적으로 준설에 따른 영향의 강도가 상대적으로 작은 기간을 선정하여 준설을 허용하는 기간이다. 본 연구에서는 이러한 환경창를 국내에 적용하기 위하여 어류, 조류, 친수시설 이용빈도, 홍수기를 이용하였다. 연구대상지역은 낙동강 유역의 금호강 합류점이며, 홍수기에는 준설하지 않는 것을 대전제로 하였다. 어류는 대표어종을 선정하여 연구를 진행하였고, 그 외 조류는 법적보호종인 흑두루미, 친수시설 이용빈도는 4대강 방문객 통계자료를 사용하였다. 엔트로피 가중치 산정방법을 통하여 각 속성별 가중치를 산정하여 최종적으로 한국형 환경창을 제시하였다. 본 연구에서 제시한 한국형 환경창은 기존의 환경창과 비교하였을 때, 영향의 정도를 수치로 표현하여 의사결정권자가 간편하게 환경창을 결정할 수 있도록 의사결정지원을 한다는 장점이 있다.

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Estimation of optimal dredging timing and period using environmental windows (환경창을 이용한 최적 준설시기 및 기간 산정)

  • Jeong, Anchul;Kim, Seongwon;Moon, Heyjin;Kim, Minseok;Jung, Kwansue
    • Proceedings of the Korea Water Resources Association Conference
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    • 2016.05a
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    • pp.30-30
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    • 2016
  • 환경창(EWs; Environmental Windows)이란, 준설 및 준설토 처리에 대한 부정적인 영향이 최소가 되는 기간을 정하고, 그 기간에 준설 및 준설토 처리를 수행하게끔 지정된 기간을 의미한다. 1970년대부터 미국을 중심으로 개발되어, 2001년을 기준으로 미국의 모든 준설사업의 약 80% 이상을 관리하고 있다. 준설이 가능하도록 규정된 환경창과 준설이 가능하지 않은 계절적 제한(seasonal restrict)으로 구성되어 있으며, 계절적 제한 기간에 준설을 수행하고자 하는 경우에는 준설과 관련된 의사결정권자, 이해관계자 및 전문가들의 협의가 이루어져야 한다. 그러나 현재 환경창에서 제공하고 있는 정보는 준설 수행의 가능/불가능의 양자택일에 대한 정보만을 제시하고 있으며, 이러한 문제는 의사결정권자 및 이해관계자에게는 정량적인 정보를 주지 못해 의사결정이 어려워지는 단점이 있다. 이러한 단점을 극복하기 위해서 통계학적 기법을 이용하여 사회 환경적인 측면에서 준설의 부정적인 영향을 수치화하여 정량적인 정보를 제공할 수 있도록 환경창 지수를 개발하였다. 환경창 지수를 적용한 환경창의 검증을 위해 미국의 샌프란시스코 만에 적용하였으며, 적용결과와 현재 샌프란시스코 만에서 운영 중인 환경창과 비교 분석을 수행하였다. 본 연구에서 개발된 환경창은 샌프란시스코 만에서 운영하고 있는 환경창과 동일한 환경창 기간을 제공함은 물론, 정량적인 환경창 지수를 제공함으로써 보다 간편한 의사결정이 가능함을 보였다. 또한 낙동강에 위치한 다기능보 중, 강정고령보에 적용하여 환경창을 개발하고 최적 준설시기 및 기간을 산정하였다. 개발된 환경창에 의하면 3월에 환경창 지수가 가장 높은 수치를 보임에 따라 가장 준설의 부정적인 영향이 작은 환경창 기간이라고 할 수 있으며, 가장 부적절한 환경창 기간은 5월인 것으로 나타났다.

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A Study on the Variables Influencing on Adolescents Consciousness and Behavior in Pro-environmental Consumption - In Relation with Their Mothers' Pro-environmental Consuming Behavior - (청소년의 환경친화적 소비의식과 소비행동에 영향을 미치는 변수에 관한 연구 -어머니의 환경친화적 소비행동과 관련하여-)

  • Yee, Kyung-Eun;Lee, Ki-Young
    • Journal of Family Resource Management and Policy Review
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    • v.12 no.3
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    • pp.119-145
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    • 2008
  • This study was designed to verify the influence of mothers on their young adults in pro-environmental consuming consciousness and behavior. The compiled data are based on the responses of questionnaires from 278 young adults who reside in Seoul, Korea. The data were analyzed by frequency, standard deviation, mean, unitary dispersion, rank revolution analysis, analysis of variance (ANOVA), and multiple regression analysis by SPSS 14.0K for Windows. This study has discovered the following: First. A mother's pro-environmental consuming behavior is one of the most important factors significantly influencing a young adult's consciousness and behavior. Second. A friendly and positive consciousness about the environment enhances pro-environmental consuming behavior. A close inter-relationship exists between consciousness and behavior. However, some significant discrepancy was found between pro-environmental consuming consciousness and pro-environmental consuming behavior; that is, the level of pro-environmental consciousness was higher than the level of pro-environmental behavior. Third. Sensitivity to environmental information influenced pro-environmental consumption consciousness and behavior. Female students are more concerned about and sensitive to environmental matters than are male students. Fourth. Among the subordinate dependent variables, recycling behavior is most influenced by independent variables. Among the pro-environmental consuming behavior sector, a mother's disposal behavior exerts the most influence on the young adult's behavior. In the results of this study, it is pointed out that it is absolutely necessary fur young adults to bring up their practice level of pro-environmental purchase and consuming behaviors, and it is advised that appropriate and relevant education programs should be developed.

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The Analysis of Classification Method and Characteristics of Urban Ecotopes on the Landscape Ecological Aspect - The Case of Metropolitan Daegu - (경관생태적 측면에서의 도시 에코톱의 분류방법 및 특성분석 - 대구광역시를 사례지로 -)

  • 나정화;이정민
    • Journal of Environmental Science International
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    • v.12 no.12
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    • pp.1215-1225
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    • 2003
  • The purpose of this research was to investigate the characteristics of urban ecotopes and to classify ecotopes systematically from them. Total of 15 characteristics for classification of ecotopes were selected, and there were categorized 3 factors, that is abiotic, biotic and anthropological factors. The ecotope types in the study area were classified into 67. The classification of ecotope was made with SPSS for Windows Version 10.0 on the basis of the 15 characteristics. As the results of cluster analysis using the average linkage method between groups, groups of ecotope type were divided into 15 clusters. It was known that there was not a great difference in an affinity as the result of overlapping the maps of ecotope type and land use type. This research suggested characteristics for classification of ecotopes, but there was a limit to Set the objective method for grade classification because of lacking in the basic data, the research of characteristics will be accomplished continuously.

Exposure Assessment of Biological Agents in Indoor Environments (실내환경에서 생물학적 인자에 대한 노출평가)

  • Park, Ju-Hyeong
    • Journal of Environmental Health Sciences
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    • v.35 no.4
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    • pp.239-248
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    • 2009
  • The Institute of Medicine of the National Academies of Science in the United States concluded in its 2004 report that excessive indoor dampness is a public health hazard and that its prevention should be a public health goal. Water damage in buildings, such as leaks from roofs, walls, or windows, may increase indoor moisture levels. Excessive dampness may promote microbial proliferation in indoor environments, increase occupants' exposure to microbial agents, and eventually produce adverse health effects in building occupants. Epidemiological studies to demonstrate the causal association between exposure to indoor microbial agents and health effects require reliable exposure assessment tools. In this review, I discuss various sampling and analytical methods to assess human exposure to biological agents in indoor environments, their strengths and weaknesses, and recent trends in research and practice in the USA.

Implementation of PXIe platform based portable Automatic Test Equipment to improve reliability

  • Gwon, Hyeok-Jin
    • Journal of the Korea Society of Computer and Information
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    • v.22 no.7
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    • pp.9-16
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    • 2017
  • In this paper, we propose a development method of portable Automatic Test Equipment based on PXIe platform. Legacy VME form factor structured test equipment has limited reuse and expansion of modules due to unapplied bus specification. In particular, these limitations can cause development periods and costs to increase, and the reliability of environmental conditions is lacking due to non-standard modules. The test equipment of the proposed PXIe platform can use diverse COTS modules to shorten the development period and minimize the instability between developments. The PXIe development module works with standard Xilinx FPGAs, PXIe Windows device drivers, and applications on standard PXIe buses. The use of standard bus and COTS modules increases scalability and reusability, enabling rapid development and excellent maintenance. Through the test, we show the proposed test equipments can be implemented efficiently between the development processes and proved their reliability through function tests and environmental tests.

The Work Scope of Remodelling for the Intelligent Office Building (기존 사무소건축의 IB화를 위한 리모델링 작업범위)

  • Park, Keun-Joon;Koo, Soo-Young
    • Journal of the Korea Institute of Building Construction
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    • v.4 no.1
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    • pp.75-83
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    • 2004
  • The IB is normally defined in terms of BA, OA, security system, information processing and telecommunications services However, the buildings being already in existence are deficient in two areas. One of these areas is building envelope and plan. The other area is mechanical, electrical and structural systems which do not provide the environmental quality required by IB. Existing technology and design knowledge are available to address these deficiencies. Especially, the office buildings being already in existence must meet IB requirement in order to achieve desirable office environment. They are a building envelope, moisture control, properly-located windows, shafts for duct, telephone and electric closets and acoustical environments. In this paper, a new approach to construct the work scope of remodelling the office building being already existence is described by contrasting the building performance criteria of IB. It concludes by speculating on the consequences of extrapolating the results of study to remodelling the office building being already existence.

The Effect of The Consumers' Emotion Experienced In-Store On Clothing Shopping Behavior According to Shopping Motivation (쇼핑동기에 따른 점포내 소비자 감정이 의류제품 쇼핑행동에 미치는 영향)

  • 정명선;김재숙
    • Journal of the Korean Society of Clothing and Textiles
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    • v.23 no.2
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    • pp.314-325
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    • 1999
  • The purposes of this study were to classify the types of consumers' emotion experienced in-store by shopping motivation and to examined the effects of store environmental factors on emotion and on shopping behavior. The questionnaires were administered to 330 women shopped in department store. Data from 299 women were analyzed by using frequency t-test and regression analysis by SPSS for windows PC program The results of this study were as follows : 1. The consumers' emotion experienced in -store were composed of five factors. But it could be divided by positive negative factors. 2. There was not significant difference in positive emotion between he Product Pu-rchasing Motive Group and the Window Shopping Motive Group. But there was significant difference n negative emotion between two groups. 3. It was found that the effect of environmental factors of apparel store on emotion was significant in both groups. Especially salespeoples' pressure significantly influenced negative emotion in both groups. 4. The emotion experienced in -store significantly influenced clothing shopping behavior.

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