• Title/Summary/Keyword: 상관성 지수

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Comparative Analysis on the Relationships between the Centralities in Co-authorship Networks and Research Performance Considering the Number of Co-authors (공저자 수를 고려한 공저 네트워크 중심성과 연구성과의 연관성 분석)

  • Lee, Jae Yun
    • Journal of the Korean Society for information Management
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    • v.33 no.4
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    • pp.175-199
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    • 2016
  • We analyzed the relationships between the co-authorship network centralities and the research performance indicators with the authors and the number of citations of the papers published for 10 years in Korean library and information science journals. In particular, the research performance indicators were calculated with normal counting and with fractional counting also. As a result of correlation analysis between the variables by setting the different ranges of the author groups to be analyzed according to the number of articles, it was possible to explain the inconsistent results of the previous studies on the correlations between the researchers' citation indicators and their co-authorship network centralities. Overall, the degree of co-authorship activities measured by collaboration coefficient showed no or negatively correlated with research performance. There were statistically significant positive correlations between the centralities and the research performance indicators, but the correlation was not significant in the analysis of the top 30 authors by number of articles.

Relations Among Sunspots, CMEs and Geomagnetic Storms in Solar Cycle 23 (태양주기 23의 흑점, CME 및 지자기폭풍의 빈도간 상관관계 연구)

  • Rho, Su-Lyun;Chang, Heon-Young
    • Journal of Astronomy and Space Sciences
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    • v.26 no.1
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    • pp.9-24
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    • 2009
  • We compare the relation among the annual distribution of sunspots: coronal mass ejections (CMEs) and geomagnetic storms and North-South asymmetry during solar cycle 23. For this purpose, we calculate correlation coefficients between (i) annual distribution and N-S asymmetry of CMEs - sunspots (ii) distribution of CMEs - occurrence number of geomagnetic storms (iii) distribution of sunspots - occurrence number of geomagnetic storms. We find that (i) the annual distribution of total CMEs has good correlation with distribution of annual average of sunspots but poor correlation with N-S asymmetry of sunspots, N-S asymmetry of CMEs has good correlation with N-S asymmetry of sunspots: (ii) total and N-S asymmetry of CMEs have poor correlation with occurrence number of geomagnetic storms, it's, however, well correlated with the classified groups of CMEs (Ap, Dst and an indices vs. fast CMEs($\upsilon$ > $1000kms^{-1}$), Dst index vs. Halo CMEs), and (iii) sunspot numbers and area are correlated with occurrence number of geomagnetic storms. We conclude that annual distribution of CMEs and sunspots have well correlated with geomagnetic storms, N-S asymmetry of CMEs and sunspots have poor correlated with the geomagnetic storms.

Analysis of Relationship Between LST and NDVI using Landsat TM Images on the City Areas of Jeju Island (Landsat TM 영상을 이용한 제주도 도심지역 지표면온도분포와 식생지수의 상관성 분석)

  • Quan, He-Chun;Lee, Byung-Gul
    • Journal of Korean Society for Geospatial Information Science
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    • v.17 no.4
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    • pp.39-44
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    • 2009
  • To analysis the LST distribution of Jeju island, remote sensing techniques using Landsat TM band 6 data were used. In this study, we made the LST distribution map based on the NASA. The study areas are the Jeju and Seogwipo cities of the Jeju Island. And we analyzed the correlation between the LST and NDVI which was calculated from the Landsat TM band 3 and ban 4. From the result, we found that the coefficients of the correlation were -0.77 and -0.74 on the Jeju and the Seogwipo cities, respectively. Finally, from the correlation between the land cover and LST, we also found that an inverse relationship between the LST and NDVI was exist.

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Analyses beween Temperature, Precipitation in South Korea and Other Meteorological Indices using Multi-Channel Singular Spectrum Analysis (Multi-Channel Singular Spectrum Analysis를 이용한 우리나라 기온, 강수와 기상지수분석)

  • Kim, Gwang-Seob;HwangBo, Jung-Do
    • Proceedings of the Korea Water Resources Association Conference
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    • 2006.05a
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    • pp.1474-1478
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    • 2006
  • 본 연구에서는 여러 기상지수들과 우리나라 기온, 강수량에 대해서 Multi-Channel Singular Spectrum Analysis(MSSA)를 실시함으로써 상호영향에 따른 주성분을 분석하였다. Window length가 150일 때 SOI 등의 기상지수와 기온, 강수량의 MSSA를 실시하였으며 이 때 각각의 eigenvalue는 전체 공분산에 대한 각 요소의 비율을 설명한다. Window length는 Vautard 등(1992)이 제시한 $N/5{\sim}N/3$의 값을 사용하였다. 기상요소들과 기온, 강수량의 MSSA를 이용한 기후변화에 따른 국내 수문변수의 변화 상관분석은 기온과 각 기상요소들과의 분석결과에 비해 강수와 각 기상요소들의 분석결과가 기상요소들에 대한 주기패턴을 잘 따르지 못하고 약한 진폭을 나타내며 특히 SOI와 Rainfall의 경우 첫 번째 주성분에서의 상관분석결과 3개월 지체 시 상관계수 0.8410의 상관성이 높은 장주기 변화 쌍을 가짐에도 불구하고 자료의 변화도에 대하여 각 요소가 설명하는 비중이 매우 낮았다.

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Selection of factors to be monitored for vegetation according to land cover type (토지피복 유형에 따른 식생 감시대상 인자의 선정)

  • Haeun Jung;Chaelim Lee;Jeonghoon Lee;Sangdan Kim
    • Proceedings of the Korea Water Resources Association Conference
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    • 2023.05a
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    • pp.329-329
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    • 2023
  • 가뭄은 수개월에서 수년에 걸쳐 평년보다 낮은 강수량을 특징으로 하는 극심한 기후 현상으로 크게 기상학적 가뭄과 식생 가뭄 또는 농업 가뭄, 수문학적 가뭄, 사회경제적 가뭄으로 구분할 수 있다. 본 연구에 사용된 기상학적 가뭄지수는 표준강수지수 (Standardized Precipitation Index), 증발수요가뭄지수 (Evaporative Demand Drought Index), 표준강수증발산지수 (Standardized Precipitation Evapotranspiration Index), Copula 기반 결합가뭄지수 (Copula-based Joint Drought Index)이다. 식생지수는 0부터 1까지 0.05 간격으로 가중치를 적용하여 21개의 식생건강지수(Vegetation Health Index)를 사용하였다. VHI는 널리 사용되고 있는 원격탐사자료 기반의 가뭄지수이며, 이는 식생상태지수 (Vegetation Condition Index)와 열상태지수 (Thermal condition index)의 선형 결합으로 이루어진다. 기상학적 가뭄지수와 식생지수 사이의 상호의존도 및 민감도를 분석하기 위해 상관성 분석을 수행하였으며, 이를 토지피복 유형 (시가화 건조지역, 농업지역, 초지, 산림지역)에 따른 분석도 수행하고자 하였다.

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Analysis of the Possibility for Practical Use of MSI/ MidIR/ II Vegetation Indices for Drought Detection of Spring Season (MSI/ MidIR/ II 식생지수를 이용한 봄 가뭄탐지 활용 가능성 분석)

  • Kim, Sung-Jae;Choi, Kyung-Sook;Chang, Eun-Mi;Hong, Seong-Wook
    • Spatial Information Research
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    • v.19 no.5
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    • pp.37-46
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    • 2011
  • In recent years, utilizations of satellite imagery have been extensively conducted in order to obtain accurate information on drought detection in spring season. This research also carried out utilization of satellite imagery through the various vegetation indices such as NDVI(Normalized Difference Vegeation Index), MSI(Moisture Stress Index), MidIR Index, II(Infrared Index) to find better methodology to detect drought phenomena, especially occurring in spring season. For this purpose, Landsat TM(Thematic Mapper) images were used and applied on the Yeong-cheon city. In this study, the characteristics of DN(Digital Number) for each vegetation index is analyzed, and the correlation analysis between indices and DN according to the number of days with no rain is performed. The results shows high correlation between NDVI and MSI and II with positive correlation on MSI, and negative correlation on II. This indicates the possibility for practical use of MSI, II indices with NDVI to obtain better credibility for detecting spring droughts.

A Study of Phase Correlation for Time Series Analysis (시계열 분석을 위한 위상분포의 상관성 연구)

  • Kim, Seung-Han;Lee, Myeong-Sun;No, Seung-Yong
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2006.11a
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    • pp.388-390
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    • 2006
  • 본 논문은 종합주가지수, 코스닥 지수의 시계열 일간 데이터의 위상분석을 통해 시계열간의 연관성을 분석하였다. 시계열의 데이터는 비선형, 비정상이다. 따라서 위상성분의 정확한 추출을 위해서 전통적인 수학적 방법이 아닌 순간 위상값을 이용한 새로운 신호분석 방법을 사용하여 두 시계열의 연도별 위상차의 왜도와 첨도값을 기준으로 시계열의 상관특성을 살펴보았다.

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A Study on the Analysis and Evaluation of Vulnerability Index for the Management of Nonpoint source in SoOak River Watershed (소옥천 유역 비점오염 관리를 위한 취약성 지수분석 및 평가에 관한 연구)

  • KAL, Byung-Seok;MUN, Hyun-Saing;HONG, Seon-Hwa;PARK, Chun-Dong;GIL, Han-nui;PARK, Jae-Beom
    • Journal of the Korean Association of Geographic Information Studies
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    • v.22 no.2
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    • pp.107-120
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    • 2019
  • In this study, the characteristics of watershed and pollution source were investigated in SoOakcheon located in the upper stream of Daecheong Lake. The Dimension Index method was applied to index various watershed and pollution source data. The influence factors of each pollutant source were derived through correlation analysis between selected index and water quality monitoring data. BOD and COD were significantly influenced by population density and land area ratio, T-N by CN and rice area ratio, and T-P by population density and land area ratio, respectively. The discharge load is often used to establish non-point source countermeasures, but there is a difference between the water load and the water load in the lake or river. Therefore, in order to manage non-point pollution efficiently, it is necessary to analyze influential factors with high correlation with water quality and to manage the relevant factors with priority.

A Characteristic Study of Compression Index(Cc) of the Deep Seabed Soft-Clay (대심도 해저 연약점토의 압축지수(Cc) 특성에 관한 연구)

  • Hong, Soon-Taek;Lee, Seung-Ho
    • Journal of the Korean GEO-environmental Society
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    • v.12 no.5
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    • pp.21-28
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    • 2011
  • It is important to obtain detailed physical and mechanical properties of the soil for effective and economical plans and constructions of the structures located on deep seabed soft clay layer. This study is to find out the engineering properties of the seabed soft clay such as water content, initial void ratio, liquid and plastic limits, the compression index, etc., to make correlations between soil parameters, and to compare and analyze the findings with that from the previous researchers. Finally a representative correlation among the soil parameters was determined.

Comparison of Meteorological Drought and Hydrological Drought Index (기상학적 가뭄지수와 수문학적 가뭄지수의 비교)

  • Lee, Bo-Ram;Sung, Jang Hyun;Chung, Eun-Sung
    • Journal of Korea Water Resources Association
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    • v.48 no.1
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    • pp.69-78
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    • 2015
  • In this study, meteorological drought indices were examined to simulate hydrological drought. SPI (Standardized Precipitation Index) and SPEI (Standardized Precipitation Evapotranspiration Index) was applied to represent meteorological drought. Further, in order to evaluate the hydrological drought, monthly total inflow and SDI (Streamflow Drought Index) was computed. Finally, the correlation between meteorological and hydrological drought indices were analyzed. As a results, in monthly correlation comparison, the correlation between meteorological drought index and monthly total inflow was highest with 0.67 in duration of 270-day. In addition, a meteorological drought index were correlated 0.72 to 0.87 with SDI. In compared to the annual extremes, the relationship between meteorological drought index and minimum monthly inflow was hardly confirmed. But SDI and SPEI showed a slightly higher correlation. There are limitation that analyze extreme hydrological drought using meteorological drought index. For the evaluation of the hydrological drought, drought index which included inflow directly is required.