• 제목/요약/키워드: Environmental media

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A Comparative Study Between Linear Regression and Support Vector Regression Model Based on Environmental Factors of a Smart Bee Farm

  • Rahman, A. B. M. Salman;Lee, MyeongBae;Venkatesan, Saravanakumar;Lim, JongHyun;Shin, ChangSun
    • 스마트미디어저널
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    • 제11권5호
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    • pp.38-47
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    • 2022
  • Honey is one of the most significant ingredients in conventional food production in different regions of the world. Honey is commonly used as an ingredient in ethnic food. Beekeeping is performed in various locations as part of the local food culture and an occupation related to pollinator production. It is important to conduct beekeeping so that it generates food culture and helps regulate the regional environment in an integrated manner in preserving and improving local food culture. This study analyzes different types of environmental factors of a smart bee farm. The major goal of this study is to determine the best prediction model between the linear regression model (LM) and the support vector regression model (SVR) based on the environmental factors of a smart bee farm. The performance of prediction models is measured by R2 value, root mean squared error (RMSE), and mean absolute error (MAE). From all analysis reports, the best prediction model is the support vector regression model (SVR) with a low coefficient of variation, and the R2 values for Farm inside temperature, bee box inside temperature, and Farm inside humidity are 0.97, 0.96, and 0.44.

우드칩과 피트모스를 원료로 하는 식생기반재의 물리·화학적 특성 및 생육 특성 (Physicochemical Properties and Growth Characteristics of Wood Chip and Peat Moss Based Vegetation Media)

  • 김지수;정지영;하시영;양재경
    • Journal of the Korean Wood Science and Technology
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    • 제44권3호
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    • pp.323-336
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    • 2016
  • 본 연구는 식생기반재인 피트모스를 대체하기 위하여 우드칩에 폭쇄처리를 적용해 보았으며, 물리 화학적 분석을 통해 피트모스와 특성을 비교하였다. 또한 피스모스와 전처리 우드칩을 각각 90 : 10, 70 : 30 및 50 : 50 (w/w) 비율로 혼합하여 식생기반재를 제조한 다음 물리 화학적 특성 및 생육 특성을 비교하였다. 전처리 우드칩의 부피밀도, 공극률 및 pH는 각각 $0.26g/cm^3$, 93.3% 및 5.7로 나타났으며, 이는 식생기반재로서 적합한 물리 화학적 범위에 포함되는 것으로 확인되었다. 특히, 피트모스와 전처리 우드칩을 70 : 30 (w/w) 혼합하여 제조된 식생기반재는 배추, 잔디 및 싸리에 있어서 피트모스보다 높은 발아율, 초장생장 및 잎 생장을 나타냈으며 또한, 식물생장에 적합한 부피밀도, 공극률, 수분보유력, pH 및 C/N비를 나타냈다(각각 $0.20g/cm^3$, 91.8%, 76.1%, pH 5.2 및 51.0).

분산형 빗물관리시설 적용을 위한 수질정화기능 여재 성능 평가 (Performance Evaluation of Soil Media for Water Quality Purification at LID Application)

  • 박찬기;김춘수;김황희;유성열;전지홍
    • 한국농공학회논문집
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    • 제56권6호
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    • pp.85-91
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    • 2014
  • In this study, the water quality purification of new medias which were NPS media, hyugato, mineral stone, charcoal for applying soil media of Integrated Management Practices (IMPs) of Low Impact Development (LID) were evaluated. The influent concentrations of COD, T-N, and T-P were 117.8 mg/L, 17.1 mg/L, and 2.062 mg/L, respectively. The infiltration capacities of NPS media, hyugoto, mineral stone, charcoal, and gravel were $7.1{\times}10m/s$, $7.3{\times}10^{-5}m/s$, $7.9{\times}10^{-5}m/s$, $6.0{\times}10^{-5}m/s$, respectively. All media meet criteria of infiltration capacity as surface soil layer at IMPs which is over $1.0{\times}10^{-5}m/s$. Maximum removal rates of COD, T-N, and T-P occurred at Charcoal with 98 % of COD removal rate, NPS with 78 % of T-N removal rate, and hyugato with 75 % fo T-P removal rate, respectively. For more high removal efficiency of all water quality item, the mixed media which is 4.5(NPS media): 1(charcoal) : 4.5 (hyugato) as volume ratio was evaluated. The infiltration capacity of mixed media was $7.9{\times}10^{-5}m/s$ and met the criteria of infiltration as surface soil layer. The water quality removal efficiencies of mixed media were very high with showing 70 % for COD, 85 % for T-N, and 71 % for T-P. The mixed media could purify the water quality of surface runoff and was recommended to used at the LID site of ground water quality problem.

염색폐수 처리성능에 대한 호기성 고정 및 유동층 생물막공법과 회전매체를 가진 완전혼합 활성슬러지 공법의 비교연구 (A comparative study of dyeing wastewater treatment capability for Aerobic Packed/Fluidized-Bed and Moving Media Complete Mixing Activated Sludge system)

  • 김홍태;김규창
    • 한국환경과학회지
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    • 제8권4호
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    • pp.525-532
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    • 1999
  • This study was conducted to evaluate capability of dyeing wastewater treatment for 3 type reactors. These reactors were Packed Bed Reactor(PBR), Fluidized Bed reactor(FBR) and Moving Media Complete Mixing Activated Sludge reactor(MMCMAS). Experiments of PBR and FBR were performed by various packing ratios and organic loading rates, experiments of MMCMAS were performed by various organic loading rates. In order to obtain ${SBOD}_5$ removal efficiencies of more than 90%, the F/Mv ratios of PBR, FBR, MMCMAS were 0.11 kgBOD/kgMLVSS$\cdot$d, 0.12 kgBOD/kgMLVSS$\cdot$d, and 0.37 kgBOD/kgMLSS$\cdot$d, respectively. So MMCMAS system which has more active microorganisms showed better capability of organic removal and also stronger dynamic and shock loadings than those of PBR and FBR. In PBR and FBR, the media packing ratio of 20% showed better performance of organic matters removal effciencies than 10% and 30%, but sludge production rate at media packing ratio of 30% was relatively lower than that of 10% and 20%. When more than 90% organic matters removal efficiency was obtained, the ratios of attached biomass to total biomass at PBR, FBR, MMCMAS were 89~99%, 87~98%, and 54~80%, respectively. The ratio of attached biomass to total biomass was low in MMCMAS. This was formation of thin biofilm due to shear force between rotaing disc and water. The average sludge production rates(kgVSS/kgBODrem.) of PBR, FBR and MMCMAS were 0.20, 0.29 and 0.54, respectively.

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임목폐기물 파쇄칩을 활용한 녹화기술의 비탈면 적용성에 관한 연구 (A Study on the Use of Wood Waste for Slope Revegetation Techniques)

  • 고정현;허영진;이용구;김남춘
    • 한국환경복원기술학회지
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    • 제13권1호
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    • pp.47-56
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    • 2010
  • The main objectives of this comparative study were 1) to quantify the potential contribution of wood chips to revegetation on the cut slope in a constructed area, 2) to compare the floristic similarity of species composition whether existing of wood chips in the soil media or not. Wood chips were combined with soil media in the ratio of 30%. The thin layer (1 cm, 3 cm) soil media revegetation methods and the thick layer (10 cm) soil media revegetation method were constructed on the cut slopes by machineries respectively. Also, comparative experiments the existence of wood chips in the soil media were conducted to evaluate the effects of wood chips on revegetation works. The total size of quadrat was $300m^2$ ($100m^2{\times}3$). The results of monitoring for 3 years on cut slopes were as follows: 1) All the quadrat existed in the proper range for vegetation. 2) Species richness of quadrat including wood chips was 10% more than those of commercial soil medias. 3) The coverage rates of quadrat including wood chips were similar or superior to those of conventional methods. It can be concluded that the use of wood chips would be effective to promote establishment of diverse landscape and vegetation. However, it behooves to continue monitoring on succession of vegetation for ecological restoration. Finally, adequate wood chips deposit and gathering methods should be studied properly.

Enhancing the Physical Properties and Lifespan of Bacterial Quorum Quenching Media through Combination of Ionic Cross-Linking and Dehydration

  • Lee, Sang Hyun;Lee, Seonki;Lee, Kibaek;Nahm, Chang Hyun;Jo, Sung-Jun;Lee, Jaewoo;Choo, Kwang-Ho;Lee, Jung-Kee;Lee, Chung-Hak;Park, Pyung-Kyu
    • Journal of Microbiology and Biotechnology
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    • 제27권3호
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    • pp.552-560
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    • 2017
  • Quorum quenching (QQ) bacteria entrapped in a polymeric composite hydrogel (QQ medium) have been successfully applied in membrane bioreactors (MBRs) for effective biofouling control. However, in order to bring QQ technology closer to practice, the physical strength and lifetime of QQ media should be improved. In this study, enforcement of physical strength, as well as an extension of the lifetime of a previously reported QQ bacteria entrapping hollow cylinder (QQ-HC), was sought by adding a dehydration procedure following the cross-linking of the polymeric hydrogel by inorganic compounds like $Ca^{2+}$ and boric acid. Such prepared medium demonstrated enhanced physical strength possibly through an increased degree of physical cross-linking. As a result, a longer lifetime of QQ-HCs was confirmed, which led to improved biofouling mitigation performance of QQ-HC in an MBR. Furthermore, QQ-HCs stored under dehydrated condition showed higher QQ activity when the storage time lasted more than 90 days owing to enhanced cell viability. In addition, the dormant QQ activity after the dehydration step could be easily restored through reactivation with real wastewater, and the reduced weight of the dehydrated media is expected to make handling and transportation of QQ media highly convenient and economical in practice.

Cancer Risk Factors in Korean News Media: a Content Analysis

  • Kye, Su Yeon;Kwon, Jeong Hyun;Kim, Yong-Chan;Shim, Minsun;Kim, Jee Hyun;Cho, Hyunsoon;Jung, Kyu Won;Park, Keeho
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권2호
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    • pp.731-736
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    • 2015
  • Background: Little is known about the news coverage of cancer risk factors in Korea. This study aimed to examine how the news media encompasses a wide array of content regarding cancer risk factors and related cancer sites, and investigate whether news coverage of cancer risk factors is congruent with the actual prevalence of the disease. Materials and Methods: A content analysis was conducted on 1,138 news stories covered during a 5-year period between 2008 and 2012. The news stories were selected from nationally representative media in Korea. Information was collected about cancer risk factors and cancer sites. Results: Of various cancer risk factors, occupational and environmental exposures appeared most frequently in the news. Breast cancer was mentioned the most in relation to cancer sites. Breast, cervical, prostate, and skin cancer were overrepresented in the media in comparison to incidence and mortality cases, whereas lung, thyroid, liver, and stomach cancer were underrepresented. Conclusions: To our knowledge, this research is the first investigation dealing with news coverage about cancer risk factors in Korea. The study findings show occupational and environmental exposures are emphasized more than personal lifestyle factors; further, more prevalent cancers in developed countries have greater media coverage, not reflecting the realities of the disease. The findings may help health journalists and other health storytellers to develop effective ways to communicate cancer risk factors.

육묘용 상토내의 폐암면 혼합비율이 메리골드 플러그묘의 생육에 미치는 영향 (Effect of Blending Rate of Waste Rockwool in Nursery Media on Growth of Marygold Plug Seedlings)

  • 전하준;황진규
    • 생물환경조절학회지
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    • 제16권1호
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    • pp.27-31
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    • 2007
  • 수경재배의 폐암면 처리문제를 해결하고 수입의존도가 높은 육묘용 상토 자재의 개발로 육묘산엽의 발전에 기여하고자 폐암면의 혼합비율을 달리한 플러그용 육묘상토를 조성하여 메리골드의 생육에 대한 효과를 조사하였다. 시판 육묘상토를 대조구로 하고, 시판 육묘상토에 이용되는 코코피트 대신에 폐암면을 10, 30, 50%로 혼합하여 혼합상토를 조제하여 50공 트레이에 파종하고 생육조사를 실시하였다. 메리골드의 발아율은 처리구간에 유의한 차이를 나타내지 않았다. 초장, 엽수, 경경, 엽면적과 지상부 및 지하부의 건물중 및 생체중은 시판상토와 폐암면 50% 혼합 처리구에서 양호하였다. 그러나 폐암면 30 및 10% 혼합처리구에서는 시판상토에 비해서 생육이 낮았는데 그 결과에 대해서는 정확한 원인을 밝힐 수 없었다. 본 실험에서는 폐암면을 플러그용 육묘상토의 자재로서 충분히 활용할 수 있다는 가능성을 보여 주었으며, 폐암면의 적정한 혼합비율에 대해서는 계속적인 실험이 필요한 것으로 생각되었다.

지질자원기술 빅데이터 분석을 통한 국민 인식 제고 방안 연구 : 언론 기사 중심으로 (A Study on Enhancement Method of Public Perception about Geoscience using Big Data Analysis: Focusing on Media Article)

  • 김찬석
    • 자원환경지질
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    • 제55권3호
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    • pp.273-280
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    • 2022
  • 본 연구의 목적은 빅데이터 분석을 활용한 지질자원기술에 대한 사회적 인식을 바탕으로 지질자원기술에 대한 국민 인식 제고 방안을 논의하는 데 있다. 이를 위하여 2010년 1월 1일부터 2022년 4월 14일까지 54개 언론사를 대상으로 언론 기사 제목과 본문에 '지질자원기술'이 포함된 5,044건의 기사를 분석대상으로 삼았으며, 빅데이터 분석을 연구방법으로 채택하였다. 분석 결과, 연구소 중심, 미국·중국·일본 중심, 포항시 지진, 연구원 원장 중심으로 주제어가 구성되어 있었으며, 중요 주제어는 지질, 산업, 광물개발, 환경, 에너지, 원자력, 지하수 등으로 나타났다. 또한, 토픽 분석 결과, 토픽들은 개별적으로 위치하지 않고 전문가, 환경, 연구소 등을 중심으로 상호 연계되어 있고, 미래, 산업, 글로벌 토픽 등으로 확인되었다. 이러한 결과를 바탕으로 지질자원기술의 국민 인식 제고 방안을 논의하였다.

한국 대중매체에 나타난 소비자안전문제의 내용분석-1991년부터 1993년까지의 신문과 소비자전문지를 중심으로- (Content Analysis of Consumer Safety Problem through the Korean Mass Media)

  • 김성숙
    • 대한가정학회지
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    • 제33권1호
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    • pp.19-32
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    • 1995
  • The purpose of this study is to investigate the consumer safety problems appeared in the Korean mass media-the newspaper(the Kong-A Ilbo and the Chosun Ilbo) and the consumer magazines(the Sobija-Sidae and the Sobija) from 1991 to 1993. I use the content analysis of the articles related with consumer safety through the above mass media. The results are (1) the goods-services areas that are severe in the consumer safety problem are food, environment, medicine, electric appliances, services(restaurant, medical service), and etc. (2) the most important problem areas are Toxic ingredients(remaining agricultural chemicals and heavy metal), Food additionals, Sanitary problem, Hygiene products hazard, Safety accident, Environmental pollution, etc. (3) the goods-service area and the consumer safety problem are different according to the publication year and the mass media type.

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