• 제목/요약/키워드: spatio-temporal distribution

검색결과 226건 처리시간 0.027초

Data Correlation-Based Clustering Algorithm in Wireless Sensor Networks

  • Yeo, Myung-Ho;Seo, Dong-Min;Yoo, Jae-Soo
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제3권3호
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    • pp.331-343
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    • 2009
  • Many types of sensor data exhibit strong correlation in both space and time. Both temporal and spatial suppressions provide opportunities for reducing the energy cost of sensor data collection. Unfortunately, existing clustering algorithms are difficult to utilize the spatial or temporal opportunities, because they just organize clusters based on the distribution of sensor nodes or the network topology but not on the correlation of sensor data. In this paper, we propose a novel clustering algorithm based on the correlation of sensor data. We modify the advertisement sub-phase and TDMA schedule scheme to organize clusters by adjacent sensor nodes which have similar readings. Also, we propose a spatio-temporal suppression scheme for our clustering algorithm. In order to show the superiority of our clustering algorithm, we compare it with the existing suppression algorithms in terms of the lifetime of the sensor network and the size of data which have been collected in the base station. As a result, our experimental results show that the size of data is reduced and the whole network lifetime is prolonged.

Spatio-temporal Distribution Pattern of New Biotypes of Weedy Rice (Oryza sativa L.) in Selangor North-West Project, Malaysia

  • Baki, B.B.;M.M., Shakirin
    • 한국잡초학회지
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    • 제30권2호
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    • pp.68-83
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    • 2010
  • Weedy rice (Oryza sativa L.) occurred sympatrically with other weeds and the rice crop in Malaysian rice granaries. We conducted field surveys in 2006-2008 seasons in 7 farm blocks of Selangor's North West Project, Malaysia to enlist the new biotypes of weedy rice (NBWR) and assess their spatio-temporal pattern of distribution based on quantitative and dispersion indices. No less than 16 accessions of NBWR were identified based on their special traits, viz. panicle type, pericarp colour, presence or absence of awn, seed type and degree of grain shattering. The NBWR accessions exhibited a combination of morphological traits from open panicle, grain with awns, red pericarp, short grain type, and degrees of grain shattering. Others mimic commercial rices with close panicle, awnless grains, white pericarp, long or short grain-type. Invariably, the NBWRs mimic and stand as tall as cultivated rice namely MR219, MR220, or MR235 and these NBWR accessions stand among equals morphologically vis-a-vis the commercial rice varieties. Most accessions displayed varying degrees of grain shattering in excess of 50%, except Acc9 and Acc12. The seasonal dynamics of on the prevalence of dominant NBWR accessions were also displaying significant differences among farm blocks. While Bagan Terap farm block, for example, did not record any measurable changes in the dominant NBWR accessions over seasons, the Sungai Leman farm block recorded measurable season-mediated changes in the dominant NBWR accessions. Sungai Leman started with NBWR Acc3, Acc4, Acc5, Acc7, Acc8, and Acc12 in season 1 of 2006/2007, but no measurable records of Acc3 and Acc5 were shown in season 2 of 2007. In season 3 of 2007/2008, only Acc8 and Acc12 prevailed in the farm block. In Sawah Sempadan farm block, season 3 of 2007/2008 showed much reduced prevalence of NBWRs leaving only Acc8 and Acc12. Most accessions registered clump or under-dispersed spatial distribution pattern based on quantitative indices: variance-to-mean ratio (VMR) and Lloyd's patchiness values. The dynamics on the extent of infestation and prevalence of dominant NBWR accessions registered both season- and farm-block mediated differences. Most accessions showed VMR >1 thus indicative of having a clump or clustered spatial distribution, as exemplified by Acc3, Acc4, Acc7, Acc8 and Acc12 in all farm blocks throughout three seasons. Some accessions have either random or uniform distribution in a few farm blocks. The Acc8 has the highest population counts based on important value index, followed by Acc12, and both were the most dominant accession while Sawah Sempadan was the worst farm block infested by NBWR compared to other farm blocks. These results were discussed in relation with the current agronomic and weed management practices, water availability and extension services in the granary.

Spatio-temporal Distributions of the Wind Stress and the Thermocline in the East Sea of Korea

  • NA Jung-Yul;HAN Sang-Kyu
    • 한국수산과학회지
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    • 제21권6호
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    • pp.341-350
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    • 1988
  • The wind stress distribution over the East Sea of Korea was obtained from the shipboard observations of the Fisheries Research and Development Agency along the serial observation lines. These monthly and annual mean wind stress distributions were put into the simplified interface model which describes the latitudinal variations of the upper-layer thickness as function of the curl of the wind stress. The observed variations of the surface, zonally averaged winds indeed caused the upper-layer flow convergent and divergent at the latitudes that produced a tone of thick upper-layer or a deep permanent thermocline and the shallower depth with divergence. Thus, the wind field contributes positively to maintain the almost time-independent distribution of the interface of 'saddle like' feature in north-south direction over the study area.

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질소가스에 대한 2차원 코로나 방전특성 해석 (Two-dimensional simulation of corona discharge characteristics in nitrogen)

  • 최종대;심재학;고광철;강형부
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1997년도 하계학술대회 논문집 E
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    • pp.1834-1836
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    • 1997
  • In this study, we simulated the developing process of two-dimensional corona discharge using the fluid method in 760 torr. It was assumed that the transport coefficients of nitrogen gas were only the function of local electric field. Discharge mechanisms considered were a Townsend first ionization and a secondary electron emission. We obtained spatio-temporal distribution of electron and ion by calculating continuity equation using FCT algorithm and calculated an electric field distribution considering a space charge.

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제주 바다목장 해역 식물플랑크톤 군집의 시·공간적 변동 특성 (Spatio-temporal Variability of Phytoplankton Community in the Jeju Marine Ranching Area (JMRA))

  • 윤양호
    • 한국산학기술학회논문지
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    • 제16권11호
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    • pp.7761-7772
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    • 2015
  • 제주 바다목장 해역의 식물플랑크톤 군집의 시 공간적 분포특성을 파악하기 위해 8개 정점의 표층과 10m 수심에서 2008년 4월부터 11월까지 4회 현장조사를 실시하였다. 식물플랑크톤 출현종은 63속 106종으로 다양하였다. 분류군별은 규조류가 61.3%, 와편모조류가 34.9%를 차지하였고, 시간적으로는 가을에 다양한 종이 출현하였다. 식물플랑크톤 현존량은 여름 $0.6cells{\cdot}mL^{-1}$에서 봄 $64.0cells{\cdot}mL^{-1}$의 범위로 매우 낮았다. 평균 세포밀도에 의한 연변동은 연평균 최저 11월 $0.9cells{\cdot}mL^{-1}$에서 최고 4월 $37.0cells{\cdot}mL^{-1}$로 변화하여 연평균 $11.7cells{\cdot}mL^{-1}$의 낮은 세포밀도를 나타내었다. 우점종은 4월에 Skeletonema costatum-like species(ls)에 의해 극우점되었다. 6월은 Torodinium teredo, Cylindrotheca closterium, Scrippsiella trochoidea, 9월은 S. costatum-ls, Thalassionema nitzschioides, Pseudo-nitzschia pungens, Ebria tripartita 그리고 11월은 Corethron pennatum, Dictyocha fibura, Neoceratium teres가 우점 출현하여, 기존 결과와는 다른 결과를 나타내었다. 생태지수 중에 종 다양성 지수는 4월과 9월에 낮고 6월과 11월에 높았다. 식물플랑크톤 군집으로 본 제주 바다목장 해역의 생물해양학적 특성은 연간 크기가 작은 나노플랑크톤에 의한 점유률이 높았고, 특정 종에 의해 극우점되는 외부 영양염류 유입보다는 생태내의 물질순환에 따른 재생산비율이 높은 것으로 판단되었다.

북한 산림의 시·공간 변화와 황폐화 추동 (Spatio-Temporal Changes and Drivers of Deforestation and Forest Degradation in North Korea)

  • 유재심;김경민
    • 한국환경복원기술학회지
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    • 제18권6호
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    • pp.73-83
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    • 2015
  • The objective of this study is to establish implications for forest restoration planning in North Korea by analyzing spatio-temporal forest changes and detecting bio-physical factors driving forest degraded. We measured the relationship and spatial distribution between shifting cultivation and sparse forest. We also analyzed between degraded forest land and ecological variables by binary logistic regression to find biophysical drivers of forest degradation and deforestation in North Korea. Between the sparse forest and the shifting cultivation, a positive relationship is found (r=0.91) and scattered discontinuously throughout the country (Moran's I = -1, Z score = -13.46 (p=0.000)). The sparse forest showed a negative relationship with the warmest month(bio 9), the coldest month(bio10), and the minimum of soil water contents (swc_min), while the shifting cultivation had a negative relationship with the warmest month(bio 9) and the minimum of soil water contents(swc_min). However, the most critical drivers convert forests into sloping farmland were the three months rainfall in summer(bio8) and the yearly mean of soil water contents. Such results reflect the growth period of crops which overlaps with the rainy season in North Korea and the recent land reclamation of uplands where the soil water contents are maintained with a dense forest. When South Korea aids forest restoration projects in North Korea, in consideration of food shortage due to North Korea's cropland deficiency, terrace farmlands where soil water contents can be maintained should be excluded from the priority restoration area. In addition, an evaluation method for selecting a potential restoration area must be modified and applied based on multiple criteria including altitude and socio-economic factors in the respective regions.

구글어스를 이용한 연변지역의 문화.역사유적 지도화와 분포의 특징에 관한 연구 (A Study on the Mapping and Characteristics of Distributions in Cultural-Historic Sites of Yanbian Area using Google Earth)

  • 김석주;김남신
    • 한국지역지리학회지
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    • 제17권1호
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    • pp.122-139
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    • 2011
  • 연변지역은 문화 역사적으로 한국뿐만 아니라 중국에 있어서도 관심 지역이다. 연변지역에 대한 문화 역사적 연구는 많지만 유적 지도화에 대한 연구는 찾아보기 힘들다. 본 연구에서는 구글어스 영상을 이용하여 연변지역의 문화 역사 유적을 지도화하고 공간적 특징을 분석하고자 하였다. 석기시대부터 청나라까지 시기별로 문화 역사 유적 분포도를 제작하였다. 지도화 기호체계는 사기별로 색상기호와 유형별 기호를 제작하였다. 지도화 결과 연변지역에는 다른 시기와 비교해 발해와 요 금나라의 유적이 많은 비중을 차지하였다. 특히 고구려, 발해, 요 금나라의 유적은 시 공간적 누층구조를 보였다. 분포특정은 초기에 분지지역과 하천지역에 위치해 있었고, 역사시기 이후에는 구릉과 산지지역으로 이동하였다. 연구결과는 문화 역사 유적 관련 후속연구에 정보를 제공해 줄 수 있을 것으로 기대된다.

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우리나라 강풍의 기후학적 시공간 변화 특성 (Climatological Spatio-Temporal Variation of Strong Wind in Korea)

  • 김현욱;김백조;남형구;정종혁;심재관
    • 대기
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    • 제30권1호
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    • pp.47-57
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    • 2020
  • In this study, the climatological spatio-temporal variation of strong wind and gust wind in Korea during the period from 1993 to 2018 was analyzed using daily maximum wind speed and daily maximum instantaneous wind speed data recorded at 61 observations. Strong wind and gust wind were defined as 14 m s-1 and 20 m s-1, which are the same as the KMA's criteria of special weather report. The frequency of strong wind and gust wind occurrence was divided into regions with the higher 25 percent (Group A) and the lower 75 percent (Group B). The annual frequency of strong wind and gust wind occurrence tended to be decreased in most parts of the Korean peninsula. In Group A with stations located at coastal region, strong wind and gust wind occurred most frequently in winter with higher frequency at 1200~1600 LST and 2300~2400 LST due to influence of East Asian winter monsoon. In addition, a marked decreasing trend throughout the four seasons was shown at Daegwallyeong, Gunsan and Wando observations. In contrast, it can be found in Group B that the monthly frequency of strong wind and wind gust occurrence was higher in August and September by effect of typhoon and hourly frequency was higher from 1200 LST to 1800 LST.

지난 40년간 한반도 기온의 시·공간적 분포 변화에 관한 연구 (A Study on Changes of the Spatio-Temporal Distribution of Temperature in Korea Peninsular During the Past 40 Years)

  • 김남신;김경순
    • 한국지리정보학회지
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    • 제16권4호
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    • pp.29-38
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    • 2013
  • 본 연구는 한반도 기온변화를 분석하여 기후대의 변화와 도시지역에서의 기온분포의 시 공간적 특성을 파악하고자 하였다. 분석에 사용된 자료는 1974년부터 2007년까지 34년간 남북 기상관측소에서 수집된 자료를 활용하였다. 기온은 고도와 선형관계를 갖기 때문에 고도별 월별 기온단열감율을 계산하여 역거리가중법으로 500m 해상도의 분포도를 작성하였다. 도시화 지역에서의 자료는 연도별 인구변화와 기온변화를 비교분석하였다. 온량지수로 구분한 기후대는 남부기후구가 90년대 이후 위도가 크게 상승하는 것으로 분석되었다. 도시지역의 평균기온상승은 80년대와 90년대에 $0.5{\sim}1.2^{\circ}C$ 상승한 것으로 분석되었다. 기온 상승은 서울과 광역시 그리고 시단위 지역에서 나타났는데 이들 지역은 80년대와 90년대에 인구증가와 더불어 도시화와 산업화의 속도가 빠르게 진행된 지역이다. 북한의 경우는 평양, 안주시, 개천시, 혜산시에서도 인구증가와 더불어 기온상승효과가 있는 것으로 나타났다.

수리권 전수조사 및 물수지 분석을 이용한 삽교천 유역의 시·공간적 물부족 평가 (Evaluation of Spatio-Temporal Water Shortage in Sapgyo Catchment Employing Total Water Right Survey and Water Balance Analysis)

  • 박정은;김영석;김정곤;고덕구
    • 한국수자원학회논문집
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    • 제46권10호
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    • pp.1005-1016
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    • 2013
  • 본 연구의 목적은 삽교천 유역에서 하천수 사용 허가량 뿐만 아니라 허가이외 수리권을 모두 고려한 시공간적 물부족을 분석하는 것이다. 분석 결과, 전체 용수이용량 중 농업용수 이용량은 98%를 차지하고 있으며, 이중 허가이외 농업용수의 비율이 83%로 해당유역에서 농업용수가 차지하는 비율이 매우 높은 것으로 나타났다. 2001~2011년간의 물수급에서는 삽교천 16개 표준유역 중 곡교천 상류에서만 물부족이 예측되었으며, 2009년 관개기 농업용수 사용으로 인한 물부족량이 가장 많은 것으로 분석되었다. 특히 강수량이 부족하고 이앙용수가 많이 사용되는 4~5월에 집중되는 것으로 나타났다. 그러나 허가이외 수리권을 제외하였을 경우에는 물부족이 발생하지 않아, 허가이외 수리권 관리의 시급함을 알 수 있다.