• 한국지구과학회지
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• 제41권1호
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• pp.31-39
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• 2020

아시아에서 가장 큰 칼데라 호수인 천지는 해발 약 2250 m의 백두산 정상에 위치한다. 천지는 높은 해발고도 및 바다와 인접한 환경으로 인해 1년 중 6개월 정도가 눈과 얼음으로 뒤덮여 있다. 천지의 수원은 대부분 지하수로부터 유입되기 때문에 수온과 백두산의 화산활동이 밀접한 관련이 있다. 하지만 2000년대에 들어서며 백두산에 많은 화산활동이 관측되고 있다. 본 연구에서는 유럽우주국(European Space Agency: ESA)에서 제공하는 Sentinel-1 위성 영상자료를 활용하여 백두산의 겨울철 생성되는 얼음의 면적을 분석하였다. Sentinel-1 위성의 후방산란 영상에서 얼음의 면적을 산출하기 위해 질감 분석 기법을 활용하여 2개의 편파영상에서 20개의 Gray-Level Co-occurrence Matrix(GLCM) 레이어를 생성했다. 면적 산출에 사용된 방법은 GLCM 레이어를 Support Vector Machine (SVM) 알고리즘으로 분류하여 영상에서 얼음의 면적을 산출했다. 또한 산출된 면적은 삼지연 기상관측소에서 획득된 기온자료와 상관관계를 분석하였다. 본 연구는 본격적인 장기간의 시계열 분석에 앞서 얼음의 면적을 산출하는 새로운 방법에 대한 대안을 제시하는 근거로서 활용될 수 있을 것이다.

• 지능정보연구
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• 제27권1호
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• pp.47-64
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• 2021

전 세계적으로 퍼진 코로나 19 상황은 우리의 일상생활의 많은 부분에 영향을 끼쳤을 뿐만 아니라, 경제·사회 등 많은 부분에 걸쳐 막대한 영향력을 미치고 있다. 확진자와 사망자 수가 증가함에 따라 의료진과 대중은 불안, 우울, 스트레스 등 심리적인 문제를 겪고 있다고 한다. 장기적인 부정적인 감정은 사람들의 면역력을 감소시키고 신체적인 균형을 파괴할 수도 있으므로 코로나 19로 인한 심리적인 상태를 이해하는 것이 필수적인 상황이다. 본 연구에서는 코로나 19 감정과 관련된 뉴스 데이터를 수집하여, 텍스트 마이닝을 통해 키워드를 분류하고, 키워드 사이의 의미 네트워크 분석을 통해 단어들의 관계를 시각화하였다. 코로나 감정과 관련된 기사의 키워드에 나타난 단어들의 빈도수를 확인하고 이를 워드 클라우드로 분석하였다. 키워드 빈도 분석 결과 코로나 19 감정과 관련하여 '중국', '불안', '상황', '마음', '사회', '건강'과 같은 단어의 빈도가 높게 나타난 것을 확인할 수 있었다. 각 데이터 간 연결 중심성을 분석한 결과 키워드 중심성 네트워크에서 가장 중심적인 핵심어는 '심리'와 '코로나 19', '블루', '불안'이라는 단어가 높은 연결 중심성을 가지는 것을 확인할 수 있었다. 기사의 헤드라인에 나타난 주요 핵심어 사이의 동시 출현 빈도 네트워크를 그래프로 시각화한 결과, '코로나-블루' 쌍이 가장 굵게 표시되었고, '코로나-감정', '코로나-불안' 쌍이 비교적 굵은 선으로 표시된 것을 알 수 있었다. 코로나와 관련된 '블루'는 우울증을 의미하는 단어로, 코로나와 우울증은 이제 관심을 가져야 할 키워드임을 확인할 수 있었다. 본 연구에서는 장기화한 코로나 19 상황에서 신체적인 방역뿐만 아니라 심리적인 방역에도 힘써야 할 이 시기에 보건 정책담당자가 빠르고 복잡한 의사결정 과정에 도움이 되고자 미디어 뉴스를 모니터링 함으로써, 더욱더 쉬운 소셜 미디어 네트워크 분석 방법을 제시하고자 한다.

• 대한지리학회지
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• 제42권3호
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• pp.332-343
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• 2007

본 연구에서는 우리나라 열파의 지역별 분포를 파악하고 그 원인을 분석하고자 하였다. 이를 위해 $1973\sim2005$년 $5\sim9$월까지 60개 기상관측지점의 일최고기온과 수증기압, 상층의 바람 자료 등을 사용하여 일최고기온 상위 5% 이상인 날이 3일 이상 지속되는 현상을 열파로 정의하고, 열파일수의 분포와 그 원인을 분석하였다. 우리나라 열파일수는 충청 내륙 및 충청 서해안, 전라 내륙, 경상 내륙, 제주도 남부 지역에서 160일 이상으로 많고 동해안 중부와 제주도 북부 지역에서 110일 이하로 적다. 충청 내륙 및 충청 서해안과 전라 내륙 지역은 열파 발생 시 남서기류의 영향이 크므로 열파가 장기간 지속된다. 경상 내륙 지역은 남서기류에 소백산맥의 지형 효과가 결합되어 고온 건조해진 공기가 분지 지형 때문에 정체되고 지속적인 남서기류의 유입으로 인해 기온 편차가 큰 열파가 장기간 지속된다. 동해안 중부 지역은 태백산맥이 남서기류를 차단하기 때문에 열파일수가 적으나 일단 열파가 발생하면 푄 효과가 결합되어 기온 편차가 크다.

• 한국지능시스템학회논문지
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• 제11권9호
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• pp.837-843
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• 2001

본 논문은 사용자의 관심 내용을 포함하는 소수 문서들로부터 대표 용어들을 추출하고 가중치를 부여하는 새로운 방법을 제시한다. 대표 용어들의 추출 방법에서는 우선 예제 문서들로부터 후보 용어들을 추출하고 퍼지 추론을 적용하여 초기 대표 용어들을 선택한 수 예제 문서 내에서의 이들 용어들과 후보 용어들의 발생 빈도의 유사성을 이용하여 가중치를 재산정하고 대표 용어들을 자동 확장하였다. 제안 방법의 성능은 초기 대표 용어들을 선책하는 방법에 의해 영향을 크게 받는다. 따라서 문서집합에서 대표 용어를 추출하는 문제는 불확실성을 내포하고 있으므로 이러한 문제 해결에 효과적인 퍼지 추론을 초기 대표 용어의 선택 방법에 적용하였다. 본 논문에서 다루는 문제는 문서 집합의 중심 벡터를 계산하는 것으로 볼 수가 있다. 성능 평가를 위해 기존의 대표적인 Rocchio 알고리즘과 Widrow-Hoff 알고리즘과의 문서 분류 실험을 하였다. 실험 결과 우수한 성능을 보여줌으로서 제안 방법의 유용성을 확인 할 수 있었다.

• 농업과학연구
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• 제45권4호
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• pp.811-821
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• 2018

This study focused on the improvement of blueberry delivery service using pre-cooled ice and $SO_2$ pads to prevent an increase in the fruit temperature as well as decay. To maintain the fruit quality during low temperature storage, the effect of a $SO_2$ pad and modified atmosphere packaging was also examined. Harvested blueberries were precooled at $15^{\circ}C$, sorted, and packaged. And the fruits were placed in a similar environment as that for the parcel service. Part of the fruits were stored at $0^{\circ}C$ for long term storage. The air temperature in the delivery box increased along with an increase in the simulated delivery time regardless of the treatment. However, the rate of temperature increase was lower in the ice pad treatment. No significant difference was not found after 48 h. The oxygen concentration in the box ranged between 10.5 - 14.5% in the ice pad treatment, which was higher than that of the untreated control (7.5 - 11.9%) whereas the $CO_2$ concentration was lower in the ice pad treatment. No differences were found in the occurrence of off-flavor, decay, and sensory quality loss during the 48 hours of the parcel service simulation. The combined treatment of the $SO_2$ pad and modified atmosphere packaging (MAP) using a perforated film increased the shelf-life of the blueberry fruits, the overall quality such as firmness, and the soluble solid content was not different between the treatments except for the decay incidence. No decayed fruit was found in the combined treatment. However, the percentage of decayed fruit in the control was 25% on day 15 of storage and 75% on day 33 of storage, respectively.

• 한국지반환경공학회 논문집
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• 제20권1호
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• pp.35-42
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• 2019

현재 각종 개발사업으로 절토 비탈면은 토지이용에 따라 불가피하게 증가되고 있는 추세에 있으며, 다양한 관리 주체에 의해 운영되고 있는 탐방로 비탈면은 오랜 풍화로 인해 노후화되고 있는 현실이다. 비탈면의 붕괴는 그 불확실성과 발생시점에 대한 예측 불가능으로 불가피한 재산 및 인명피해가 발생하고 있는 상황이다. 이러한 불가피성을 극복하기 위해 미국, 일본, 유럽 등지에서는 사면상부 암괴가 경사면을 따라 이동하는 현상에 대해서 현장시험과 이에 대한 컴퓨터 해석프로그램을 통하여 암괴 이동에 따른 운동에너지와 이동거리 등을 분석하고 있다. 그러나 국내의 연구는 기존의 프로그램을 활용하여 단편적인 낙석거동을 예측하는 데 그치고 있으며 국내 상황에 적합한 해석방법이나 매개변수의 결정에 대한 접근이 매우 제한적인 것이 사실이다. 따라서 본 연구에서는 낙석의 거동 원리를 파악하고 다양한 매개변수의 영향을 평가하기 위해 낙석의 유형과 적용되는 인자를 정의하고 범용 낙석 시뮬레이션 프로그램을 이용하여 매개변수의 영향을 분석하였다.

• The Plant Pathology Journal
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• 제40권3호
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• pp.310-321
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• 2024

Tomato yellow leaf curl virus (TYLCV) and tomato spotted wilt virus (TSWV) are well-known examples of the begomovirus and orthotospovirus genera, respectively. These viruses cause significant economic damage to tomato crops worldwide. Weeds play an important role in the ongoing presence and spread of several plant viruses, such as TYLCV and TSWV, and are recognized as reservoirs for these infections. This work applies a comprehensive approach, encompassing field surveys and molecular techniques, to acquire an in-depth understanding of the interactions between viruses and their weed hosts. A total of 60 tomato samples exhibiting typical symptoms of TYLCV and TSWV were collected from a tomato greenhouse farm in Nonsan, South Korea. In addition, 130 samples of 16 different weed species in the immediate surroundings of the greenhouse were collected for viral detection. PCR and reverse transcription-PCR methodologies and specific primers for TYLCV and TSWV were used, which showed that 15 tomato samples were coinfected by both viruses. Interestingly, both viruses were also detected in perennial weeds, such as Rumex crispus, which highlights their function as viral reservoirs. Our study provides significant insights into the co-occurrence of TYLCV and TSWV in weed reservoirs, and their subsequent transmission under tomato greenhouse conditions. This project builds long-term strategies for integrated pest management to prevent and manage simultaneous virus outbreaks, known as twindemics, in agricultural systems.

• 한국환경복원기술학회지
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• 제26권6호
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• pp.205-220
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• 2023

This study aimed to analyze the needs and interests of the public on endangered wildlife using complaint big data. We collected 1,203 complaints and their corresponding text data on endangered wildlife, pre-processed them, and constructed a document-term matrix for 1,739 text data. We performed LDA (Latent Dirichlet Allocation) topic modeling and network analysis. The results revealed that the complaints on endangered wildlife peaked in June-August, and the interest shifted from insects to various endangered wildlife in the living area, such as mammals, birds, and amphibians. In addition, the complaints on endangered wildlife could be categorized into 8 topics and 5 clusters, such as discovery report, habitat protection and response request, information inquiry, investigation and action request, and consultation request. The co-occurrence network analysis for each topic showed that the keywords reflecting the call center reporting procedure, such as photo, send, and take, had high centrality in common, and other keywords such as dung beetle, know, absence and think played an important role in the network. Through this analysis, we identified the main keywords and their relationships within each topic and derived the main issues for each topic. This study confirmed the increasing and diversifying public interest and complaints on endangered wildlife and highlighted the need for professional response. We also suggested developing and extending participatory conservation plans that align with the public's preferences and demands. This study demonstrated the feasibility of using complaint big data on endangered wildlife and its implications for policy decision-making and public promotion on endangered wildlife.

• 한국인구학
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• 제11권1호
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• pp.58-75
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• 1988

1.Objectives of the Study It is a well known fact that a prompt and reliable data on demographic information is essential in a proper planning and evaluation of any program of national or community level. Especially vital statistics are an important demographic component among demographic information. Realizing the importance of vital statistics, the government has made some efforts for years to improve the vital registration system which has a close relationship with the production of vital statistics. However, it is still observed that there are some limitations in utilizing vital registration data due to considerable amount of vital events which are never registered and registered but not in time or inaccurately, even though vital registration system in Korea has sound legal basis. In this connection, the objectives of the study is as follows :(1) To examine some problems of the vital registration system in various aspects, (2) To make improvement programme of continuous Demographic Survey as a supplementary source of vital statistics, and (3) To find out some alternatives for making it possible to produce and utilize the reliable vital statistics by developing analytical methodologies on that. 2. Current Situation of Vital Registration System All the vital events, i.e. births, deaths, marriages and divorces, are to be registered in time under the Civil Registration Law, Statistics Law and Regulation on Vital Statstics as a duty of people. Some recent tendencies in each of recent registration are summarized as below: (1) The completeness of vital registration .Out of all births which are occurred during a year, around 75% of those compared to the estimates are registered in the year of occurrence. .In case of death registration, the percentage of registration in the year of occurrene has been gradually increased from 86.2% in the year of 1980, but it is still below the level of 90% compared to the estimates. .The percentage of registration for marriages and divorces in the year of occurrence out of total registered numbers was revealed to be 69% and 73% respectively in 1985. (2) Continuous Demographic Survey .It is a kind of sample survey for the purpose of producing reliable vital statistics which could not be provided by the vital registration. .It covers about 17, 000 sample households at national level and important information for vital events are collected in every month by 323 expertized enumerators who are regular staff of the government. .Although the result of the survey seems to be more reliable than of vital registration, the reliability of the data is still bellow the acceptable level if compared with relevant information from other sources such as population census or special surveys. 3. Problems of Vital Registration System There are four major obstacles in improving vital registration system in Korea; (1) In general, policy priority is not given on any programme of improving vital registration system. It is, therefore, very difficult to formulate comprehensive programme through having cooperation from related authorities and sufficient financial assistance. (2) In all the laws related and system itself, there is substantial degree of overlap and irrationality. Registration of each vital event is maintained according to several laws and regulation such as Civil Registration Law, Statistics Law, Resident Registration Law and Regulation on Vital Statistics. However they are mutually overlapped and overall supervision can not be done systematically due to lack of co-operation among the authorities concerned. (3) The administration of vital registration system seems to be working inefficiently, because of most of civil servants who are in charge of vital registration are lacking of conception on vital statistics and also there is a certain extent of regidity in handling the works. Therefore, they are doing their jobs in a passive way. (4) A substantial proportion of vital events occurred is not registered within the legal time limit (i.e. within one month after the occurrence in case of birth and death) or not registered forever. Some of social customs and superstitution seem to be the potential causes especially in case of births and deaths. 4. Recommendations for the Improvement of Vital Statistics (1) Reporting systems such as civil registration, vital statistics and resident registration should be integrated under the single law. Also, administrative supervision, personnel and budget with regard to the registration system should be under the control of a single ministry. (2) It is necessary to simplify the procedures and methods of reporting vital events, i.e., reducing number of sheets of the form, making corrections easily, reducing registration items, etc. (3) Continuous Demographic Survey as a supplementary source of vital registration should be improved and special ad-hoc surveys should be conducted wth regular interval. (4) In-depth analysis should be done using various sources of data on vital statistics. 5. Concluding Remarks From this study, we can notice that temporary campaign and motivation programs are not sufficient to improve the quality of vital statistics. Strong intentions and continuous efforts of the government are needed for the improvement of the vital registration system. Furthermore, most of the data collected through the registration are not properly analyzed and utilized, partly due to the lack of appreciation among high-level governmental officials of the need for vital statistics. It is, therefore, requested that long-term improvement programs of vital statistics be implemented with policy priority and continuous efforts be given to this purpose as a long-term goal of development in Korea.

• Ocean and Polar Research
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• 제37권2호
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• pp.127-140
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• 2015

A continuous series of 60 snow samples was collected at a 2.5-cm interval from a 1.5-m snow pit at a site on the Styx Glacier Plateau in Victoria Land, Antarctica, during the 2011/2012 austral summer season. Various chemical components (${\delta}D$, ${\delta}^{18}O$, $Na^+$, $K^+$, $Mg^{2+}$, $Ca^{2+}$, $Cl^-$, $SO_4{^2-}$, $NO_3{^-}$, $F^-$, $CH_3SO_3{^-}$, $CH_3CO_2{^-}$ and $HCO_2{^-}$) were determined to understand the highly resolved seasonal variations of these species in the coastal atmosphere near the Antarctic Jang Bogo station. Based on vertical profiles of ${\delta}^{18}O$, $NO_3{^-}$and MSA, which showed prominent seasonal changes in concentrations, the snow samples were dated to cover the time period from 2009 austral winter to 2012 austral summer with a mean accumulation rate of $226kgH_2Om^{-2}yr^{-1}$. Our snow profiles show pronounced seasonal variations for all the measured chemical species with a different pattern between different species. The distinctive feature of the occurrence patterns of the seasonal variations is clearly linked to changes in the relative strength of contributions from various natural sources (sea salt spray, volcanoes, crust-derived dust, and marine biogenic activities) during different short-term periods. The results allow us to understand the transport pathways and input mechanisms for each species and provide valuable information that will be useful for investigating long-term (decades to century scale periods) climate and environmental changes that can be deduced from an ice core to be retrieved from the Styx Glacier Plateau in the near future.