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빅데이터환경에서 텍스트마이닝 기법을 활용한 한국의 석면 트렌드(1918년~2027년)
노열,정현이,박병노,김채원,김유미,서민아,신행수,김현욱,성예지 대한자원환경지질학회 2023 자원환경지질 Vol.56 No.4
Asbestos has been produced, imported and used in various industries in Korea over the past decades. Since asbestos causes fatal diseases such as malignant mesothelioma and lung cancer, the use of asbestos has been generally banned in Korea since 2009. However, there are still many asbestos-containing materials around us, and safe management is urgently needed. This study aims to examine asbestos-related trend changes using major asbestos-related keywords based on the asbestos trend analysis using big data for the past 32 years (1991 to 2022) in Korea. In addition, we reviewed both domestic trends related to the production, import, and use of asbestos before 1990 and asbestos-related policies from 2023 to 2027. From 1991 to 2000, main keywords related to asbestos were research, workers, carcinogens, and the environment because the carcinogenicity of asbestos was highlighted due to domestic production, import, and use of asbestos. From 2001 to 2010, the main keywords related to asbestos were lung cancer, litigation, carcinogens, exposure, and companies because lawsuits were initiated in the US and Japan in relation to carcinogenicity due to asbestos. From 2011 to 2020, the high ranking keywords related to asbestos were carcinogen, baseball field, school, slate, building, and abandoned asbestos mine due to the seriousness of the asbestos problem in Korea. From 2021 to present (2023), the main search keywords related to asbestos such as school, slate (asbestos cement), buildings, landscape stone, environmental impact assessment, apartment, and cement appeared. 석면은 악성중피종과 폐암 등 치명적인 질병을 유발하기 때문에 국내에서 2009년부터 그 사용이 전반적으로 금지되었다. 그러나 국내에서 지난 수십년 간 석면이 생산 및 수입되어 다양한 산업에서 사용되어 왔기 때문에 우리 주변에는 여전히 석면 함유물질이 많이 존재하고 있어 안전한 관리가 절실하다. 이 연구는 지난 32년(1991년 ~ 2022년)동안의 빅데이터를 바탕으로 석면관련 주요키워드를 이용하여 석면관련 트렌드 변화를 살펴보고자 한다. 또한 국내 과거(1990년 이전)의 석면의 생산, 수입, 사용 실태와 더불어 현재(2023년~2027년)의 석면관련 정책 동향을 살펴보고자 하였다. 1991~2000년에는 국내 석면의 생산과 수입 그리고 이용으로 인하여 석면에 대한 발암성이 부각되는 시기로 연구, 근로자, 발암물질, 환경등과 관련된 키워드가 주를 이루었다. 2001~2010년에는 석면의 발암성과 관련하여 미국, 일본 등에서 소송이 시작되었던 시기로 폐암, 소송, 발암물질, 노출, 기업 등의 키워드가 주를 이루었다. 2011~2020년에는 국내에서도 석면문제의 심각성을 인지하는 키워드인 발암 물질, 야구장, 학교, 슬레이트, 건축물, 폐석면광산 등이 지속적으로 상위권 키워드로 검색되었다. 2021년부터는 주로 검색되는 키워드는 학교, 슬레이트, 건축물 등과 조경석, 환경영향평가, 아파트, 시멘트 등의 키워드가 나타났다.
노열,전철민,문지원 한국지질과학협의회 2007 Geosciences Journal Vol.11 No.4
: Microbial metal reduction has the potential for immobilizing toxic metals and radionuclides in diverse environments. Little is known about metal reduction and immobilization under extreme conditions, and only recently bacterial reduction of metals has been demonstrated under extremely alkaline conditions. The objective of this study was to examine metal reduction and mineral formation using an alkaliphilic bacterium, Alkaliphilus metalliredigens (QYMF), isolated from a leachate-pond containing high levels of salt (Na concentration=44012,100 mg/L) and boron (2,0003,000 mg/L) at pH 9.0-10.0. The bacterium was able to use lactate, acetate, and hydrogen as alternative electron donors and Fe(III)-citrate, Fe(III)- ethylenediaminetetraacetate (EDTA), selenate (SeO42-), chromate (CrO42-), and Co(III)-EDTA as electron acceptors at medium pH=9.5. The reduction of Fe(III)-citrate and Fe(III)-EDTA in the presence of K2HPO4 and boron resulted in the precipitation of vivianite [Fe3(PO4)28H2O]. Formation of sparingly soluble iron phosphates, mediated by the alkaliphilic Fe(III)-reducing bacterium, sequestered iron, phosphate, and other metals into more stable and less toxic forms. These results suggest that bioremediation of metal-contaminated alkaline environments may be feasible, and that the process of metal-reduction may occur in alkaline habitats.
노열,문희수,송윤구 한국광물학회 2002 한국광물학회지 Vol.15 No.3
Microbial metal reduction influences the biogeochemical cycles of carbon and metals as well as plays an important role in the bioremediation of metals, radionuclides, and organic contaminants. The use of bacteria to facilitate the production of magnetite nanoparticles and the formation of carbonate minerals may provide new biotechnological processes for material synthesis and carbon sequestration. Metal-reducing bacteria were isolated from a variety of extreme environments, such as deep terrestrial subsurface, deep marine sediments, water near hydrothermal vents, and alkaline ponds. Metal-reducing bacteria isolated from diverse extreme environments were able to reduce Fe(III), Mn(IV), Cr(VI), Co(III), and U(VI) using short chain fatty acids and/or hydrogen as the electron donors. These bacteria exhibited diverse mineral precipitation capabilities including the formation of magnetite (Fe3O4), siderite (FeCO3), calcite (CaCO3), rhodochrosite (MnCO3), vivianite [Fe3(PO4)2·8H2O], and uraninite (UO2). Geochemical and environmental factors such as atmospheres, chemical milieu, and species of bacteria affected the extent of Fe(III)-reduction as well as the mineralogy and morphology of the crystalline iron mineral phases. Thermophilic bacteria use amorphous Fe(III)-oxyhydroxide plus metals (Co, Cr, Ni) as an electron acceptor and organic carbon as an electron donor to synthesize metal-substituted magnetite. Metal reducing bacteria were capable of CO2 conversion into sparingly soluble carbonate minerals, such as siderite and calcite using amorphous Fe(III)-oxyhydroxide or metal-rich fly ash. These results indicate that microbial Fe(III)-reduction may not only play important roles in iron and carbon biogeochemistry in natural environments, but also be potentially useful for the synthesis of submicron-sized ferromagnetic materials. 미생물에 의한 금속이온의 환원은 탄소와 금속의 생지화학적 순환에 영향을 줄 뿐만 아니라 또한 금속, 방사성원소, 그리고 유기물로 오염된 지하수와 토양의 정화에 있어서 중요한 역할 가능성을 시사하고 있다. 지구의 극한 환경(예: 심해저 퇴적, 알칼리성 호수 등)에서 서식하는 철환원 박테리아를 분리하여 금속이온의 환원과 광물 형성 등의 실험에 이용하여 본 결과에 의하면, 이들 철 환원 박테리아는 Fe(III), Mn(IV), Cr(VI), Co(III), U(VI) 이온 등을 환원시킬 뿐만 아니라, 자철석Review