• 제목/요약/키워드: Environmental Values

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농업기상 결측치 보정을 위한 통계적 시공간모형 (A Missing Value Replacement Method for Agricultural Meteorological Data Using Bayesian Spatio-Temporal Model)

  • 박다인;윤상후
    • 한국환경과학회지
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    • 제27권7호
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    • pp.499-507
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    • 2018
  • Agricultural meteorological information is an important resource that affects farmers' income, food security, and agricultural conditions. Thus, such data are used in various fields that are responsible for planning, enforcing, and evaluating agricultural policies. The meteorological information obtained from automatic weather observation systems operated by rural development agencies contains missing values owing to temporary mechanical or communication deficiencies. It is known that missing values lead to reduction in the reliability and validity of the model. In this study, the hierarchical Bayesian spatio-temporal model suggests replacements for missing values because the meteorological information includes spatio-temporal correlation. The prior distribution is very important in the Bayesian approach. However, we found a problem where the spatial decay parameter was not converged through the trace plot. A suitable spatial decay parameter, estimated on the bias of root-mean-square error (RMSE), which was determined to be the difference between the predicted and observed values. The latitude, longitude, and altitude were considered as covariates. The estimated spatial decay parameters were 0.041 and 0.039, for the spatio-temporal model with latitude and longitude and for latitude, longitude, and altitude, respectively. The posterior distributions were stable after the spatial decay parameter was fixed. root mean square error (RMSE), mean absolute error (MAE), mean absolute percentage error (MAPE), and bias were calculated for model validation. Finally, the missing values were generated using the independent Gaussian process model.

신항만 해사 매립 공사시 비산먼지 발생량 산정 및 주변영향평가 (Estimation of Fugitive Dust Emission and Impact Assessment in Constructing the New Port by Reclamation of Sea Sand)

  • 최원준;조기철;이은용;나하영;이순규;오광중
    • 환경영향평가
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    • 제15권4호
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    • pp.237-247
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    • 2006
  • In case of studied area located around the sea, the data measured from the regional meteorological office is highly different from the local weather data because the diffusivity of fugitive dust varies considerably with meteorological conditions. Especially, it is very difficult to predict the amount of fugitive dust accurately as wind speed remains high frequently. In this study, the fluxes of suspended particulates as a function of the friction velocity were applied to consider the effect of wind speed on the amount of fugitive dust generated from the reclamation site. The amount of fugitive dust estimated as mentioned above was simulated by using ISCST3 model. As a result, in case of using only the Fugitive Dust Formula which is usually used in Environment Impact Assessment, the predicted $PM_{10}$ concentrations with points were $43.4{\sim}67.8{\mu}g/m^3$. However, in case of applying to the flux of suspended particulates, the predicted values of $PM_{10}$ with points were $43.3{\sim}69.1{\mu}g/m^3$, $49.5{\sim}90.4{\mu}g/m^3$ and $76.0{\sim}182.6{\mu}g/m^3$ with the wind speeds of 4.4, 5.8 and 7.7m/s, respectively. It could be possible to predict the amount of fugitive dust accurately because these predicted values were similar to the measured values. Consequently, we can establish alternatives for reduction of fugitive dust in this area damaged by fugitive dust which is caused by wind.

서식처 적합성 지수(HSI)를 활용한 맹꽁이 서식처 복원 위치 선정 (Site Selection of Narrow-mouth Frog(Kaloula borealis) Habitat Restoration Using Habitat Suitability Index)

  • 심윤진;조동길;홍진표;김덕호;박용수;성현찬
    • 한국환경복원기술학회지
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    • 제18권2호
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    • pp.33-44
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    • 2015
  • This study was performed to propose the site selection plan for the restoration of the target Narrow-mouth Frog(Kaloula borealis) habitat, and has developed the AHP model to select the optimal site for narrow-mouth frog habitat restoration on the basis of the narrow-mouth frog Habitat Suitability Index (HSI) items (factors and variables). The assessment areas were established by the narrow-mouth frog HSI factors such as space, feed, cover, water(breeding), threatening factors and others, and the sub-assessment items by each assessment area were established based on the narrow-mouth frog HSI variables. The weighting values of the assessment areas and items were calculated by the developed AHP method. The weighting values of the 5 assessment areas were arranged in order as cover(0.283), water(breeding)(0.276), feed(0.230), space(0.147), and threatening factor(0.064). The final weighting values of the 14 assessment items were arranged in order of height as low-rise grassland(0.190), soil quality(0.178), and stones and between the stones(0.105). The scoring criteria according to the assessment items and factors were marked and applied by equal intervals considering the criteria by HSI items of the narrow-mouth frog and finally the scoring criteria diagram has been proposed for the optimal site selection of the narrow-mouth frog habitat restoration.

석탄회를 활용한 저강도고유동화재의 공유수면매립현장에 대한 적용성 평가 (Evaluation on Field Application of Controlled Low-Strength Materials Made of Coal Ash in Reclamation Site)

  • 공진영;정혁상;조삼덕;김주형;현재혁;천병식
    • 한국지반공학회논문집
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    • 제28권12호
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    • pp.27-39
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    • 2012
  • 본 연구에서는 석탄회를 주재료로 하고 시멘트와 물을 혼합한 저강도고유동화재(CLSM)를 개발하여 공유수면매립용으로 사용하고자 ${\bigcirc}{\bigcirc}$매립공사현장에서 현장매립실험을 실시하였고, 저강도고유동화재로 매립된 지반의 강도 및 환경적 특성을 분석하였다. 약 3개월에 걸쳐 표준관입시험, 콘관입시험, 환경영향평가 등을 실시하였다. 실험결과 저강도고유동화재 매립지반의 N값, 관입저항력값은 원지반보다 더 크거나 비슷하게 나타났으며, 석탄회 매립지반의 경우 원지반보다 낮았다. 토양 및 해수오염도를 평가한 결과 pH를 제외하고는 토양오염도와 해수오염도에서 요구하는 시험항목의 기준값보다 낮게 나타났다. pH의 경우도 지하수법에서 정하는 공업용수 기준 pH 5.0~9.0 이내를 만족하였다.

Composition and Characteristics of ionic Components of Aerosols Collected at Gosan Site in Jeiu Island, Korea

  • Kang, Chang-Hee;Kim, Won-Hyung;Hu, Chul-Goo;Kim, Yong-Pyo;Shim, Shang-Gyoo;Hong, Min-Sun;Kim, Ki-Hyun
    • Journal of Korean Society for Atmospheric Environment
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    • 제19권E4호
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    • pp.177-186
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    • 2003
  • The total of 1,454 aerosol samples were collected by high volume tape sampler at the Gosan Site in Jeju Island from 1992 to 1999, and the major water-soluble ionic components were chemically analyzed. The mean concentrations of nss-S $O_4$$^{2-}$, N $H_4$$^{+}$, and N $O_3$$^{[-10]}$ showed high values, which were 6.73, 1.45, and 1.45 ${\mu}{\textrm}{m}$/㎥, respectively, while $Ca^{2+}$ and $K^{+}$ concentrations were low with the values of 0.49 and 0.42 $\mu\textrm{g}$/㎥. The concentrations of most components increased in spring but decreased in summer, especially with the remarkable increase of $Ca^{2+}$ and N $O_3$$^{[-10]}$ concentrations in spring. The seasonal comparison of nss-S $O_4$$^{2-}$ concentrations showed higher values with the order of spring > fall 〉 winter〉 summer, but spring 〉 winter〉 fall 〉 summer for N $O_3$$^{[-10]}$ Meanwhile, the concentration levels of N $a^{+}$ and C $l^{[-10]}$ increased more in winter season. According to the investigation of wind direction effect, the concentrations of most aerosol ionic components showed higher values consistently at the westerly and northerly wind conditions. Based on the factor analysis, the atmospheric aerosols in the Gosan Site are considered to be largely affected by marine sources, followed by anthropogenic and soil sources.urces..

양식계 오염원 배출량 산정을 위한 원단위 설정 (Evaluation of Pollutant Load Unit Factor for Calculating Pollutants Emission in Aquacultural Farms)

  • 박재홍;박배경;류덕희;이재관
    • 한국물환경학회지
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    • 제29권5호
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    • pp.656-665
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    • 2013
  • This research was conducted to investigate pollutant load unit factor from aquacultural farms. Pollutant load unit factors were investigated on the 13 kinds of fish type, i.e., Trout, Leather Carp, Eel, Carp, Cartfish, Freshwater Eel, Crucian Carp, Colored Carp, Sturgeon, Marsh Snail, Sweetfish, Pond Snail, Eriocheir Sinensis. Water qualities in aquacultural farms were investigated wide range of values by fish type and pollutant items. High BOD and COD values were observed at the Leather Carp (Ponded water system), Cartfish (Ponded water system) and Freshwater Eel (Recirculating System). TOC and DOC values were relatively high at the Freshwater Eel (Recirculating System) and Eriocheir Sinensis (Extensive). Eel (Ponded water system) and Freshwater Eel (Recirculating System) produced high concentrated nutrient pollutants, i.e., T-N, T-P. Pollutant load unit factors are dependent on fish type, aquacultural type, water quality items, etc. If some fishes have similar basic unit values, those could be applied for TMDLs as a group of fish having same pollutant load unit. The water quality concentrations of post treatment facilities' (mainly reservoir tank) effluent were higher than those of fish raising bath because of extracting pollutant from sediment in the reservoir tank. Therefore, it needs to the management and regulations about post treatment facilities.

댐주변 범람지의 환경친화적 활용방안에 관한 이론고찰 (Theoretical Consideration of the Plan for Environmental-Friendly Applications of Flood Plain around Dam)

  • Shin, Byung-Chuel;Lee, Eun-Yeob
    • 한국환경과학회지
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    • 제12권2호
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    • pp.185-193
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    • 2003
  • The purpose of this study was attempted to establish concepts of environmental-friendly applications of flood plain and to suggest the application plans. The results of this study can be summarized as follows; 1. Roles of flood plain as biotop (restoration, preservation, and creation of stream corridor ecosystem) should be considered. 2. Application methods considering environmental and scenic values should be reviewed. 3. Application methods reflecting values as regional ecological resources should be planned. 4. Preservation and application should be considered together, and obtaining a means of living for regional residents and creation of economic profits should be considered together. 5. Land application and approach method by usages (integrated management model) should be applied to utilize and manage flood plain efficiently. 6. Flood plain application programs should be designed reflecting opinions of regional residents. 7. With respect to space planning of flood plain, introduction of facilities focused on ecosystem preservation/ecosystem restoration/experiences/observation/learning/culture/ recreation/water purification could be reviewed positively.

광주광역시를 관류하는 하천 표층퇴적물의 지구화학적 거동과 환경 변화 (Geochemical Behaviors and Environmental Changes of Bottom Sediments in Streams of Gwangju Metropolitan City)

  • 신상은;오강호
    • 환경영향평가
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    • 제19권5호
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    • pp.497-510
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    • 2010
  • Considering to the geochemical behaviors and environmental changes of bottom sediments in streams, Gwangju metropolitan city, this study focuses to analyses on grain sizes, metal elements and organic carbons in sediment samples from Yeongsan and Hwangryong rivers, and Gwangju stream. In the sediments, contents of Cu, Zn, Pb, P and TOC were highly variable, in the case of Gwangju stream particularly. Yenogsan and Hwangryong rivers are influenced by grain sizes and surrounding geological settings and Gwangju stream is connected to organic matters related to life fouls and so forth, with respect to the geochemical behaviorof bottom sediments. Li, Zn, Pb and Cu were enriched in Yeongsan and Hwangryong rivers and Li, Cu, Zn, Pb and P enriched in Gwangju stream, respectively. In the heavy metal contamination of above drainages, the site mutually connected Seobang(GJ 4) with Donggye(GJ 7) streams shows the highest values, in peculiar. It is inferred that those contamination values are mainly related with urban foul waters in the city.

생태적 특성을 고려한 도시환경림 조성기법연구( I ) -서울시 개포 근린공원을 중심으로- (A Study on the Plannig Methods of Urban Environmental Forest for Considering Ecological Characteristics( I )-In the case of Gaepo neighborhood Park in the Seoul City-)

  • 이경재
    • 한국조경학회지
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    • 제23권3호
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    • pp.48-58
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    • 1995
  • This study was conducted to investigate the plant community and to propose ecological planning methods for urban environmental forest on Gaepo neighborhood park, Gangnamgu in Seoul. Thirty-six plots that the size of each plot was 10$\times$10m(100\ulcorner) were set up and the vegetation analysis was carried out. Field survey was executed Apirl, 1994. The actual vegetation was consisted of Poplulus$\times$albaglandulosa community(73.03%), Robinia pseudoacacia community(8.30%) P. $\times$ albaglandulosa-R.pseudoacacia community(1.81%) and environmental forest (15.22%) in the survey site. According to mean importance values of each plot, survey area were divided into ten forest communities. As for the analysis of plant community structure which was classified into ten forest communities, the importance values, ecological diversity, number of species, number of individuals, basal area and crown coverage of urban environmental forest were relatively lower than those of the native community. In urban environmental forest of Gaepo neighborhood park, it showed problems for the planting method. So urban environmental forest should be constructed considering ecological characteristics based on above results.

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지역학습을 위한 공간성.장소성.환경가치의 연구: 진주지역의 사례 (A Study of Spatiality, Placeness and Environmental Values for the Regional Instruction : A Case of Jinju Area)

  • 심광택
    • 한국지역지리학회지
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    • 제11권5호
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    • pp.349-367
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    • 2005
  • 본 연구의 목적은 신지역지리에 근거하여 지역학습의 3대 주제를 설정하고, 진주 지역학습을 위해 공간설명 장소이해 환경가치판단의 내용을 살펴보는데 있다. 지역은 공간 장소 환경 인식의 표상이라는 전제하에, 진주지역의 입지와 공간, 사건과 장소, 발전과 환경가치에 관해 연구한 결과는 다음과 같다. 진주는 입지적 조건이 유리한 상업적 농업 산업 및 농공단지 바이오산업이 발달하고 있으나, 농촌투자, 공단이전, 경제 활성화의 과제를 안고 있다. 진주지역사회에서 발생한 역사적 사건 즉 진주성 전투, 농민항쟁, 형평운동, 교육적 갈등은 시대적 변화에 따라 계층화된 시민들의 통합과 분리의 과정이며, 그 모습은 장소에 다양한 기호와 경관으로 재현되었다. 진주시민들은 기업도시 유치가 지속가능한 발전을 보장할 것인가 하는 환경가치 판단에 직면하여 있다. 지식 문화 환경의 도시를 표방하는 진주의 지역성은 경제활동, 장소이해, 장소판촉, 시민운동을 통해 끊임없이 재생산되고 있다.

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