• 제목/요약/키워드: Uljin

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A Machine Learning-Driven Approach for Wildfire Detection Using Hybrid-Sentinel Data: A Case Study of the 2022 Uljin Wildfire, South Korea

  • Linh Nguyen Van;Min Ho Yeon;Jin Hyeong Lee;Gi Ha Lee
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2023년도 학술발표회
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    • pp.175-175
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    • 2023
  • Detection and monitoring of wildfires are essential for limiting their harmful effects on ecosystems, human lives, and property. In this research, we propose a novel method running in the Google Earth Engine platform for identifying and characterizing burnt regions using a hybrid of Sentinel-1 (C-band synthetic aperture radar) and Sentinel-2 (multispectral photography) images. The 2022 Uljin wildfire, the severest event in South Korean history, is the primary area of our investigation. Given its documented success in remote sensing and land cover categorization applications, we select the Random Forest (RF) method as our primary classifier. Next, we evaluate the performance of our model using multiple accuracy measures, including overall accuracy (OA), Kappa coefficient, and area under the curve (AUC). The proposed method shows the accuracy and resilience of wildfire identification compared to traditional methods that depend on survey data. These results have significant implications for the development of efficient and dependable wildfire monitoring systems and add to our knowledge of how machine learning and remote sensing-based approaches may be combined to improve environmental monitoring and management applications.

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울진바다목장에서 어획된 가자미목(Pleuronectiformes) 어류의 군집구조 및 공간분포 (Community Structure and Distribution Pattern of the Pleuronectiform Fishes in the Uljin Marine Ranching Area, Korea)

  • 윤병선;박정호;손명호;양재형;윤상철;최영민
    • 한국수산과학회지
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    • 제46권4호
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    • pp.413-423
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    • 2013
  • To elucidate the variation of species composition, biomass and length distribution of flatfishes by the period and region in the Uljin marine ranching area, bottom trawl survey was investigated at the six stations from Feb. 2008 to Dec. 2010. During the survey period, a total 4 families 17 species in the Pleuronectiformes, average 69,158 $ind./km^2$ and 5,625 $kg/km^2$ were identified, in 2008 appeared in 14 species, average 25,798 $ind./km^2$ and 2,333 $kg/km^2$ and in 2009 appeared in 13 species, average 102,360 $ind./km^2$ and 5,634 $kg/km^2$ and in 2010 appeared in 14 species, average 75,704 $ind./km^2$ and 8,632 $kg/km^2$. The individual dominant species, occupying over 10% of total individuals, was Pleuronectes herzensteini (20,811 ind., 30.0%), Hippoglossoides pinetorum (18,666 ind., 26.9%) and Glyptocephalus stelleri (13,499 ind., 19.4%) also the biomass dominant species, occuping over 10% of total biomass, was P. herzensteini (2,207 kg, 39.3%), Pleuronectes yokohamae (857 kg, 15.3%), H. pinetorum (761 kg, 13.5%), Kareius bicoloratus (677 kg, 12.1%). From the cluster and MDS analysis based on Bray-Curtis similarity matrix of fourth root transformed data of species number and individuals in the Uljin marine ranching area from Feb. 2008 to Dec. 2010 was divided into two different groups of the flatfishes community in 2008 and from Jan. to Apr. in 2009 and 2010 (Group A) and the pleuronectiform community in from May to Dec. in 2009 and 2010 (Group B). From the cluster and MDS analysis using the similarity of demersal organisms community among six stations, the Uljin marine ranching area was divided into two different groups of Group 1 (St. 1 and St. 3) and Group 2 (St. 2, St. 4, St. 5 and St. 6).

3년간(1996~1998) 초등학생의 A군 연쇄구균 보균율과 혈청학적 분류에 관한 연구 (Serial Survey on Group A beta-Hemolytic Streptococcal Carrier Rate and Serotyping in Elementary School Children in 1996~1998)

  • 김지현;김주예;강현호;차성호;이영희
    • Pediatric Infection and Vaccine
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    • 제7권1호
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    • pp.143-151
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    • 2000
  • 목 적 : A군 연쇄상구균은 소아영역에서 상기도 감염의 중요한 원인이며, 부적절한 치료시 류마티열 및 급성 신사구체염을 유발시키는 중요한 세균이다. A군 연쇄상구균의 세포벽을 구성하고 있는 T단백질의 항원성 분류는 연쇄구균감염의 역학적 상황을 이해하는데 유용하다고 알려져 있다. 이에 저자들은, 지난 3년동안 우리나라 초등학생 연쇄구균 보균자에게서 분리된 A군 연쇄상구균의 T단백 분류를 통해 그 역학적 동태를 알고자 하였다. 방 법 : 1996년 3월부터 5월까지 울진, 서울, 오산, 군산의 정상 초등학생 1,192명을 대상으로 하였다. 울진에서는 1996년, 1997년, 1998년 3년동안 배양검사를 시행하였으며, 1996년 오산에서는 같은 초등학교에서 3회에 걸쳐 배양검사를 시행하였다. 대상 아동으로부터 소독된 면봉으로 편도와 인두를 세게 문질러 검체를 획득하여, 면양혈액한천배지에 접종 후 희석하여 37.2도에서 하룻밤 배양 후 얻은 베타용혈균을 Streptex를 이용하여 grouping하였으며, 분리된 A군 연쇄상구균의 T혈청형 분류를 시행하였다. 결 과 : 1996년 울진, 서울, 오산, 군산의 1,192명의 초등학생 중 15.0%인 179명에서 A군 연쇄상구균이 배양되었으며, 지역별 보균율은 울진 18.6%, 서울 2.7%, 오산 26.0%, 군산 12.3%였다. 1996년 보균자 179명중 T혈청형 분리율은 52.2%였으며, 지역별로는 울진 68.7%, 서울 83.3%, 오산 24.7%, 군산 83.8%였다. 1996년 지역별로 흔하게 분리된 T혈청형은, 울진에서는 NT, T1, T3순이었고, 서울은 T12, T25, 오산은 NT, T6, T28, 군산은 T25, T4, NT, T5순이었다. 울진의 연도별 보균율은 1996년 16.0%, 1997년 7.1%, 1998년 13.0%였으며, 분리된 T혈청형은 1996년에는 NT, T1, T3, T25순이었고, 1997년 NT, T1, T12, T25 순이었으며, 1998년에는 T12, NT, T4순이었다. 1996년 오산 지역에서 3회에 걸쳐 시행한 배양검사에서, 분리된 T혈청형은 1차에서는 NT가 대부분을 차지하였으나, 2차에서는 T6, T1, T4 순이었고, 2차에서와 같은 대상을 2주간격을 두고 시행한 3차에서는 T8/25, T12, T1순이었다. 같은 학생을 대상으로 2주간격으로 시행한 배양검사에서 1차에서 23명의 소아에서 양성이 나왔으며, 2차에서는 27명에서 양성이 나왔으며, 이중 1, 2차에서 모두 양성이 나온 사람은 16명이었다. 이 16명중 T혈청형이 1, 2차에서 동일하게 나온 사람은 4명(25.0%)이었다. 결 론 : 배양된 균의 세포막 단백질의 분석을 통해 연쇄구균의 혈청학적 타입을 분석 및 이 균과 관련된 역학을 파악하는 것이 궁극적으로 질병을 예방하고 치료할 수 있는 근본이 될 것으로 사료되며, 향후 주기적으로 병원균에 대한 역학적 검사가 시행되어야 할 것이다.

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울진광산(蔚珍鑛山) 북부지역(北部地域)에 분포(分布)하는 알카리화강암(化崗岩)에 대(對)한 암석지화학적(岩石地化學的) 연구(硏究) (Petrochemical Study of Alkali Granite in northern Area of the Uljin Mine)

  • 김용준;조등룡;홍세선
    • 자원환경지질
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    • 제19권2호
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    • pp.123-131
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    • 1986
  • This study is focused on petrochemistry and petrogenesis of alkali granite which exposed at northern area of the Uljin mine in NE Korea. The rock is corresponded to the range of alkali feldspar granite and alkali feldspar quartz syenite on IUGS classification and contains characteristic Fe-rich biotite (annite) and sodic alkali amphibole (arfvedsonite). The alkali granite is the hypersolvus one-feldspar granite which is characterized by the absence of plagiclase except as a component of perthite and its normatve An contents are less than 5wt%. The bulk compositions of the alkali granite show reverse trends compared to Daly's. Tuttle and Bowen (1958) experimentally support that properties of the hypersolvus granite indicate that they have crystallized at high temperatures from a magma.

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Two New Marine Sponges of the Genus Halichondria (Halichondrida: Halichondriidae) from Uljin, Korea

  • Kang, Dong-Won;Sim, Chung-Ja
    • Animal Systematics, Evolution and Diversity
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    • 제27권1호
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    • pp.19-23
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    • 2011
  • Two new marine sponges, Halichondria jangseungenesis n. sp. and H. nagokenesis n. sp., of the family Halichondriidae, were collected from Uljin-gun, Gyeongsangbuk-do, Korea by SCUBA diving during the period from Apr 2007 to Aug 2007. Based on their spicule composition and skeletal structure, H. jangseungenesis n. sp. appears to have a close similarity with H. panicea (Pallas, 1766); however, they differ in length of spicule. The spicule length of oxea of H. jangseungenesis n. sp. is shorter than that of H. panicea. Based on their spicule composition and growth form, H. nagokenesis n. sp. is quite similar to H. cylindrata Tanita and Hoshino, 1989; however, but they differ in length of spicule. The spicule length of oxea of H. nagokenesis n. sp. is longer than that of H. cylindrata.

2005 울진 세계 친환경 농업엑스포 관람객 만족에 관한 연구 (A Study on Visitor Satisfaction at Uljin Eco-Agriculture/Organic Food Expo Korea, 2005)

  • 김정민;유기준
    • 한국지역사회생활과학회지
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    • 제17권2호
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    • pp.139-150
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    • 2006
  • The purpose of this study was to investigate Visitors' satisfaction at Eco-Agriculture/Organic Food Expo held in Uljin in 2005. The questionnaire survey with 1,120 participants was conducted at the venue for three times from July 22nd to August 15th, 2005. The evaluation considered Expo facilities and services, and motives of visit along with demographics of 1,080 valid samples. Evaluation results indicate overall satisfaction level of Expo participation was positive and 63.6% of the respondents showed intention of revisit and/or future visit to agricultural events. Expo facilities and service represented higher satisfaction level, however cost factors such as food and beverage, souvenirs and entrance fee had lower performance levels. The study outcome can help local governments and/or organizers host hallmark tourist events in planning and managing.

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