• 제목/요약/키워드: spatial data stream

검색결과 261건 처리시간 0.029초

낙동강 본류에서 장기관측 자료를 이용한 DO, BOD, COD와 그 영향인자의 상관관계 및 TOC 분해율 (Analyses of TOC Efficiency and Correlation between DO, BOD, COD and Influence Factors using Long-term Observation Data in the Main Stream of Nakdong River)

  • 강동환;소윤환;박경덕;김일규;김병우
    • 한국환경과학회지
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    • 제28권5호
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    • pp.465-474
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    • 2019
  • Herein, we analyzed the spatial and temporal variation of DO (dissolved oxygen), BOD (biochemical oxygen demand), and COD (Chemical Oxygen Demand) with the monthly mean observed data for 10 years (2008~2017) in the main stream of the Nakdong River. The water quality of the stations declined in a downstream direction, with the BOD and COD showing their highest values at the ST5 station. From the analysis of the correlation of water quality components at 10 stations, the correlation coefficient between the DO and water temperature was more than -0.90, and that between BOD and Chl-a was 0.48~0.85, and that between COD and TOC was more than 0.65 except for the ST5 and ST10 stations. From the regression analysis using data collected from all stations, the water temperature and DO decreased linearly with a coefficient of determination of 0.90, and the Chl-a and BOD could be described by increasing power functions with a coefficient of determination of 0.83. The TOC and COD followed increasing logarithm functions with a coefficient of determination of 0.58. The TOC efficiency at the 10 stations was estimated and the average efficiencies of BOD and COD were 15.5~36.3% and 57.4~89.6%, respectively.

나도승마(Kirengeshoma koreana Nakai) 생태정보 수집 및 서식지 평가 (Ecological Data Collection and Habitat Assessment of Kirengeshoma koreana Nakai)

  • 장래하;김선령;도재화;윤영준
    • 한국환경복원기술학회지
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    • 제26권6호
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    • pp.221-234
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    • 2023
  • This study was conducted to develop a habitat assessment system for the endangered wildlife II Kirengeshoma koreana Nakai through in-depth interviews with experts based on field surveys and environmental characteristics through spatial data analysis and literature research. Evaluation factors were selected based on the survey results of 31 variables for 23 K. koreana habitats. Afterwards, the importance and evaluation range for each assessment factor were selected. The selection of survey variables, assessment factors, importance of each factor and assessment range was conducted through in-depth interviews with experts at each stage. As a result, the assessment factors and importance were 16% for precipitation of the wettest month, 10% for vegetation zone, 12% for vegetation type, 10% for crown canopy vitality, 14% for tree layer coverage, 13% for drainage grade, 12% for soil depth, and 13% for distance to stream including dry stream. This study provides basic ecological information and a habitat assessment system for K. koreana habitats. Therefore, it can be used as primary data for preparing an endangered wildlife conservation policy, preparing a habitat improvement plan, and selecting an alternative habitat.

암호화된 영상의 가역적 데이터 은닉을 위한 일반화된 섭동 함수 설계 (Design of Generalized Fluctuation Function for Reversible Data Hiding in Encrypted Image)

  • 김영훈;임대운;김영식
    • 한국통신학회논문지
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    • 제41권11호
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    • pp.1329-1340
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    • 2016
  • 최근 Zhang은 동기식 스트림 암호를 통해 암호화된 영상에 데이터를 은닉하는 방법을 제안하였다. 수신자는 먼저 암호화된 영상을 복호하고, 복호된 영상에 섭동 함수(fluctuation function)를 이용하여 공간 상관 특성 값을 계산함으로써 데이터를 추출한다. 그 후 Hong은 사이드 매치(side match) 기법을 이용하여 Zhang의 데이터 은닉 기법을 개선하였다. 본 논문에서는 데이터 추출과정에서 발생하는 오류를 감소시키기 위해 새로운 섭동 함수를 제안하고, 표본 영상들에 대한 컴퓨터 모의실험을 통해 제안하는 기법이 기존의 방법들보다 우수함을 검증하였다.

The Big Data Analytics Regarding the Cadastral Resurvey News Articles

  • Joo, Yong-Jin;Kim, Duck-Ho
    • 한국측량학회지
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    • 제32권6호
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    • pp.651-659
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    • 2014
  • With the popularization of big data environment, big data have been highlighted as a key information strategy to establish national spatial data infrastructure for a scientific land policy and the extension of the creative economy. Especially interesting from our point of view is the cadastral information is a core national information source that forms the basis of spatial information that leads to people's daily life including the production and consumption of information related to real estate. The purpose of our paper is to suggest the scheme of big data analytics with respect to the articles of cadastral resurvey project in order to approach cadastral information in terms of spatial data integration. As specific research method, the TM (Text Mining) package from R was used to read various formats of news reports as texts, and nouns were extracted by using the KoNLP package. That is, we searched the main keywords regarding cadastral resurvey, performing extraction of compound noun and data mining analysis. And visualization of the results was presented. In addition, new reports related to cadastral resurvey between 2012 and 2014 were searched in newspapers, and nouns were extracted from the searched data for the data mining analysis of cadastral information. Furthermore, the approval rating, reliability, and improvement of rules were presented through correlation analyses among the extracted compound nouns. As a result of the correlation analysis among the most frequently used ones of the extracted nouns, five groups of data consisting of 133 keywords were generated. The most frequently appeared words were "cadastral resurvey," "civil complaint," "dispute," "cadastral survey," "lawsuit," "settlement," "mediation," "discrepant land," and "parcel." In Conclusions, the cadastral resurvey performed in some local governments has been proceeding smoothly as positive results. On the other hands, disputes from owner of land have been provoking a stream of complaints from parcel surveying for the cadastral resurvey. Through such keyword analysis, various public opinion and the types of civil complaints related to the cadastral resurvey project can be identified to prevent them through pre-emptive responses for direct call centre on the cadastral surveying, Electronic civil service and customer counseling, and high quality services about cadastral information can be provided. This study, therefore, provides a stepping stones for developing an account of big data analytics which is able to comprehensively examine and visualize a variety of news report and opinions in cadastral resurvey project promotion. Henceforth, this will contribute to establish the foundation for a framework of the information utilization, enabling scientific decision making with speediness and correctness.

웹환경에서 LoD와 좌표변형에 의한 지도일반화 (Generalization by LoD and Coordinate Transformation in On-the-demand Web Mapping)

  • 김남신
    • 한국지역지리학회지
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    • 제15권2호
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    • pp.307-315
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    • 2009
  • 지도일반화는 간결한 지도 표현과 지리적 의미의 효과적 전달을 목적으로 하는 지도제작 방법이다. 컴퓨터 지도학의 발달로 인하여 새로운 알고리즘들이 디지털 환경에서 적용할 수 있도록 연구되어 왔다. 본 연구는 인터넷 환경에서 좌표변형과 Lod(level of detail)기법에 의한 일반화를 적용하여 다축척지도의 활용 가능성을 검토하고자 하였다. WebGIS에 있어서 좌표변형 방법은 데이터 용량을 감소시켜 공간정보의 전송속도를 향상시키기 위해 적용할 수 있는 방법이다. Lod 기법은 사용자의 줌레벨에 따라 공간정보를 선택하여 웹지도를 제직하는 방법이다. 연구의 진행은 등고선, 하계망, 지명, 행정구역, 산정, 행정관청에 대한 레이어를 구축하여, 선과 면사장에 대해 줌레벨에 따라 XML 기반의 SVG를 이용하여 일반화를 적용하였다. 적용결과, 모니터 해상도 1024${\ast}$768를 기준으로 지리좌표계로 작성된 SVG 문서는 9.76Mb, 좌표변형 문서는 4.08Mb로 41% 감소하였다. 지리정보 해상도를 결정하는 LoD에 따른 렌더링 일반화는 줌레벨 1, 2, 3단계 별로 실시하였다. 1단계에서는 주요 지명 및 행정관청, 고차수 하계망, 산정 등 소축척 지도에 표현되는 요소들이 나타낼 수 있도록 하였다. 고차 레벨로 갈수록 지도요소의 수와 양은 많아진다. 본 연구결과는 인터넷환경에서 다량의 공간정보와 속성정보 전송에 필요한 WebGIS의 자료전송효과 및 다축척의 지도학적 표현에 기여할 것으로 본다. 또한, 공간데이터베이스 및 전송환경에서 일반화를 위한 알고리즘 개발에 보다 많은 연구가 있어야 할 것으로 판단된다.

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Tidal Stripping Substructure on Spatial Distribution of Stars in Several Globular Clusters from UKIRT Observation

  • Sohn, Young-Jong;Chun, Sang-Hyun;Kang, Minhee
    • 천문학회보
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    • 제38권2호
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    • pp.78.1-78.1
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    • 2013
  • The hierarchical model of galaxy formation predicts that galaxy halos contain merger relics in the form of long stellar stream. Thus, tidal substructure of stars around globular clusters, such as tidal tails, could be an essential evidence of the merging scenario in the formation of the Galaxy. From April 2010 to December 2012, we obtained $45^{\prime}{\times}45^{\prime}$ wide-field JHKs near-infrared photometric imaging data for about 20 globular clusters in the Milky Way, and examined the stellar density distribution around globular clusters. Here, we introduce the preliminary results of stellar spatial distributions and radial surface density profiles of four globular clusters. In order to minimize the field star contamination and identify the cluster's member candidates stars, we used a statistical filtering algorithm and gave weights on the CMDs of globular clusters. In two-dimensional stellar density maps, we could found tidal stripping structures for some globular clusters. The orientation of tidal substructure seems to associate with the effects of dynamical interactions with the Galaxy and cluster's orbit. Indeed, the radial surface density profile accurately describes this stripping structures as a break in the slope of profile. The observational results could give us further observational evidence of merging scenario of the formation of the Galaxy.

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MIMO 채널 대각화: 선형 검출 ZF, MMSE (MIMO Channel Diagonalization: Linear Detection ZF, MMSE)

  • 양재승;신태철;이문호
    • 한국인터넷방송통신학회논문지
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    • 제16권1호
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    • pp.15-20
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    • 2016
  • 공간다중화 방식을 사용하는 MIMO 시스템은 다이버시티 기법을 사용하는 MIMO 시스템과 비교할 때 높은 전송률을 달성하지만 다이버시티 이득이 낮아 데이터 전송 신뢰도를 높이기 위하여 MIMO 수신단에서 공간정보스트림을 분리해야한다. 본 논문에서는 격자부호에 의한 채널 용량 검출 기법, 사용자 3인인 간섭채널과 선형검출기법인 ZF(Zero Forcing)와 MMSE(Minimum Mean Square Error) 검파 기법을 비교했다. 이때 채널은 Diagonal 채널이 된다. 즉, Diagonal 채널은 $[H]_N[H]_N^{-1}=[I]_N$로 역행렬이 element-wise inverse로 Jacket 행렬의 성질을 만족함을 확인했다.

격자기반의 운동파 강우유출모형 개발(I) - 이론 및 모형 - (Grid-Based KlneMatic Wave STOrmRunoff Model (KIMSTORM)(I) - Theory and Model -)

  • 김성준
    • 한국수자원학회논문집
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    • 제31권3호
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    • pp.303-308
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    • 1998
  • 격자기반의 물수지 기법을 이용하여 강우에 의한 지표흐름과 지표하흐름의 시간적 변화와 공간적 분포를 모의할 수 있는 분포형 강우-유출모형을 개발하였다. 본 모형은 제 수문인자들의 격자별 물수지를 계산하여 단방향 흐름경로 알고리듬에 의하여 지표 및 지표하 흐름을 추적한다. 전처리과정으로서 GRASS를 이용하여 모형에 필요한 ASCII 형태의 자료들을 준비하고, 후처리과정으로서 모형의 수행결과인 유역의 유출량, 유출고, 토양수분, 본포 등을 GRASS상에서 도시할 수 있도록 ASCII형태로 출력하도록 구성하였다.

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Physicochemical water quality characteristics in relation to land use pattern and point sources in the basin of the Dongjin River and the ecological health assessments using a fish multi-metric model

  • Jang, Geon-Su;An, Kwang-Guk
    • Journal of Ecology and Environment
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    • 제40권1호
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    • pp.34-44
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    • 2016
  • Background: Little is known about how chemical water quality is associated with ecological stream health in relation to landuse patterns in a watershed. We evaluated spatial characteristics of water quality characteristics and the ecological health of Dongjin-River basin, Korea in relation to regional landuse pattern. The ecological health was assessed by the multi-metric model of Index of Biological Integrity (IBI), and the water chemistry data were compared with values obtained from the health model. Results: Nutrient and organic matter pollution in Dongjin-River basin, Korea was influenced by land use pattern and the major point sources, so nutrients of TN and TP increased abruptly in Site 4 (Jeongeup Stream), which is directly influenced by wastewater treatment plants along with values of electric conductivity (EC), bacterial number, and sestonic chlorophyll-a. Similar results are shown in the downstream (S7) of Dongjin River. The degradation of chemical water quality in the downstream resulted in greater impairment of the ecological health, and these were also closely associated with the landuse pattern. Forest region had low nutrients (N, P), organic matter, and ionic content (as the EC), whereas urban and agricultural regions had opposite in the parameters. Linear regression analysis of the landuse (arable land; $A_L$) on chemicals indicated that values of $A_L$ had positive linear relations with TP ($R^2=0.643$, p < 0.01), TN ($R^2=0.502$, p < 0.05), BOD ($R^2=0.739$, p < 0.01), and suspended solids (SS; ($R^2=0.866$, p < 0.01), and a negative relation with TDN:TDP ratios ($R^2=0.719$, p < 0.01). Conclusions: Chemical factors were closely associated with land use pattern in the watershed, and these factors influenced the ecological health, based on the multimetric fish IBI model. Overall, the impairments of water chemistry and the ecological health in Dongjin-River basin were mainly attributes to point-sources and land-use patterns.

SWAT모형에서 다양한 해상도에 따른 수문-수질 모의결과의 비교분석 (Comparative Analysis of SWAT Generated Streamflow and Stream Water Quality Using Different Spatial Resolution Data)

  • 박종윤;이미선;박근애;김성준
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2008년도 학술발표회 논문집
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    • pp.102-106
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    • 2008
  • 본 연구는 SWAT(Soil and Water Assessment Tool) 모형에서 공간입력자료의 다양한 해상도에 의한 수문-수질 모의결과를 비교분석 하고자 하였다. 경안천유역 상류의 농촌 소유역($1.21\;km^2$)을 대상으로 Case A(2m DEM, QucikBird 토지이용도, 1/25,000 토양도), Case B(10m DEM, 1/25,000 토지이용도, 1/25,000 토양도), Case C(30m DEM, Landsat 토지이용도, 1/25,000 토양도)에 해당하는 해상도별 공간입력자료를 구축하였다. 모형의 적용성 평가를 위해 먼저, 경안수위관측소 상류유역($255.44km^2$)을 대상으로 $1999{\sim}2002$년까지 4개년의 자료를 이용하여 유출량 및 Sediment, T-N, T-P에 대한 모형의 검보정을 실시하였다. 유출량에 대한 Nash-Sutcliffe 모형효율은 평균 0.59의 결과를 얻었으며, Sediment, T-N, T-P는 각각 2.08 tons/yr, 4.30 tons/yr, 0.70 tons/yr의 RMSE 오차로 검보정되었다. 모형의 검보정 후, 농촌 소유역을 대상으로 다양한 공간자료(Case A, B, C)를 적용하여 수문, 수질모의를 실시한 결과, 유출량은 토지이용도 해상도에 의한 모의결과의 불확실성이 가장 큰 것으로 분석되었다. QuickBird 토지이용의 유역평균 CN값이 1/25,000과 Landsat 토지이용에 비해 0.4, 1.8 더 크게 분석됨으로서 총유출량도 증가하였다. 유사량과 영영물질 오염부하량에 대한 수질모의 결과는 USLE 인자의 평균 LS 및 K, CFRG 값의 순서로 해상도별 모의결과의 불확실성이 가장 컸으며 토지이용도에 의한 평균 C값에는 큰 변화가 없는 것으로 분석되었다. Case A의 유사량은 B와 C에 비해 23.7%, 50.6% 증가하는 것으로 나타났으며, 유사량 증가에 따른 T-N, T-P 부하량 역시 Case A, B, C 순으로 높게 평가되었다.

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