• 제목/요약/키워드: spatio temporal

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SMAP 토양수분을 위한 Landsat 기반 상세화 기법 개발 (Development of Landsat-based Downscaling Algorithm for SMAP Soil Moisture Footprints)

  • 이태화;김상우;신용철
    • 한국농공학회논문집
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    • 제60권4호
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    • pp.49-54
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    • 2018
  • With increasing satellite-based RS(Remotely Sensed) techniques, RS soil moisture footprints have been providing for various purposes at the spatio-temporal scales in hydrology, agriculture, etc. However, their coarse resolutions still limit the applicability of RS soil moisture to field regions. To overcome these drawbacks, the LDA(Landsat-based Downscaling Algorithm) was developed to downscale RS soil moisture footprints from the coarse- to finer-scales. LDA estimates Landsat-based soil moisture($30m{\times}30m$) values in a spatial domain, and then the weighting values based on the Landsat-based soil moisture estimates were derived at the finer-scale. Then, the coarse-scale RS soil moisture footprints can be downscaled based on the derived weighting values. The LW21(Little Washita) site in Oklahoma(USA) was selected to validate the LDA scheme. In-situ soil moisture data measured at the multiple sampling locations that can reprent the airborne sensing ESTAR(Electronically Scanned Thinned Array Radiometer, $800m{\times}800m$) scale were available at the LW21 site. LDA downscaled the ESTAR soil moisture products, and the downscaled values were validated with the in-situ measurements. The soil moisture values downscaled from ESTAR were identified well with the in-situ measurements, although uncertainties exist. Furthermore, the SMAP(Soil Moisture Active & Passive, $9km{\times}9km$) soil moisture products were downscaled by the LDA. Although the validation works have limitations at the SMAP scale, the downscaled soil moisture values can represent the land surface condition. Thus, the LDA scheme can downscale RS soil moisture products with easy application and be helpful for efficient water management plans in hydrology, agriculture, environment, etc. at field regions.

지난 100년 동안 서울시에 발생한 강한 열파 패턴과 노인사망자에 미치는 영향 (Patterns of Strong Heat Waves within the Seoul Metropolitan Area and Its Impacts on Elderly Mortality Based on the Last 100 Year Observations)

  • 최광용
    • 대한지리학회지
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    • 제45권5호
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    • pp.573-591
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    • 2010
  • 이 연구에서는 지난 100년(1908~2007) 동안 서울에서 발생한 열파의 변화추세와 극심한 열파 발생 시 도심내 열환경과 사망자의 시공간적 패턴을 분석하고자 한다. 최근의 온난화 경향에도 불구하고 여름철 강수량증가에 의해 서울시의 열파 발생빈도 및 강도에는 뚜렷한 변화경향이 관찰되지 않는다. 전례 없이 강한 열파가 발생한 1994년 7월의 자동기상관측 및 Landsat TM 위성 영상 추출 열분포 자료들은 도심내 형성되는 고온의 열환경에 의해 노인 질병 사망자 수가 더욱 증가하였음을 잘 보여준다. 이 연구는 차후 도심 정비시 열환경 분포를 고려해야 하는 생리기후학적 근거를 제시하고 있다.

인류세 시대의 컴퓨팅: 인간과 지구를 매개하는 컴퓨팅 기술 (Computing in the Anthropocene: How Computing Technologies Mediate between the Human and the Earth)

  • 김희원;김성은
    • 과학기술학연구
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    • 제20권1호
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    • pp.113-155
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    • 2020
  • 본 논문은 컴퓨팅 기술을 동원하여 행성적 활동이 탐구 가능하게 된 과정을 살핀 역사학 연구와 컴퓨팅의 물질성(materiality)과 환경 영향에 방점을 둔 미디어 연구, 그리고 인류학 분야의 연구 동향을 소개한다. 특히 이러한 연구의 필요성은 지구를 이해, 사용, 소모하는 인간 활동이 두드러지는 인류세 시대에 더욱 증대되고 있다. 컴퓨팅을 바라보는 시간적-공간적 시선을 확장하여 컴퓨터와 인간, 그리고 지구의 관계를 종합적으로 살피는 작업이 필요한 것이다. 이를 위해 우리는 정보통신기술의 사회적, 정치적, 문화적 요소를 검토한 연구가 상정하는 기술과 행성의 관계를 재검토한다. 컴퓨팅 기술은 인류세로 특징지을 수 있는 흔적을 포착하는 데 사용되면서도, 그 스스로가 지구에 더 깊은 흔적을 남기는 데 기여한다. 인류세와 컴퓨팅 기술은 상호구성적 관계를 맺고 있는 것이다. 마지막으로 위의 논의들을 바탕으로 국내 과학기술학계에서도 인류세적 관점을 수용하여 정보통신기술을 새롭게 바라보는 연구가 수행되어야 한다고 제안한다.

시계열 분석 및 수치실험을 통한 완도의 하계 수온분포 (A Study on the Distribution of Summer Water Temperature in Wando Using Time-Series Analysis and Numerical Experiments)

  • 장찬일;정다운;김동선
    • 해양환경안전학회지
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    • 제24권2호
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    • pp.188-195
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    • 2018
  • 본 연구에서는 완도 해역에서 단기적인 수온의 변화에 영향을 주는 요인을 파악하기 위하여 시계열 분석을 실시하였다. Power spectrum 결과에서 기온은 약 24 hr에서 peak를 보였으나 수온과 조위는 약 12 hr 및 24 hr에서 peak가 나타났다. 수온과 조위의 상관성을 파악하기 위해 coherence 분석을 실시한 결과, 두 변수는 반일주기에서 0.92로 높은 상관성을 보였다. 또한 수온의 시 공간적인 분포를 파악하기 위하여 수치실험을 실시하였다. 대조기에는 최강 낙조와 최강 창조 시의 평균 수온차가 $0.3^{\circ}C$인 반면, 소조기에는 평균 수온차가 $0.13^{\circ}C$로 작았다. 대조기의 수온차가 큰 이유는 비교적 수온이 낮은 외해수가 강한 조류에 의해 창조 시 유입되고 낙조 시 빠져나가기 때문인 것으로 판단된다. 전반적으로 수온은 외해보다 연안에서 높게 나타났다. 외해보다 연안은 수심이 얕기 때문에 일사량에 의해 수온이 빠르게 증가하기 때문인 것으로 사료된다.

Quantifying Climate Regulation of Terrestrial Ecosystems Using a Land-Atmosphere Interaction Model Over East Asia for the Last Half Century

  • Hong, Seungbum;Jang, Inyoung;Jeong, Heon-Mo
    • Proceedings of the National Institute of Ecology of the Republic of Korea
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    • 제1권1호
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    • pp.58-67
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    • 2020
  • Terrestrial ecosystems influence climate change via their climate regulation function, which is manifested within the carbon, water, and energy circulation between the atmosphere and surface. However, it has been challenging to quantify the climate regulation of terrestrial ecosystems and identify its regional distribution, which provides useful information for establishing regional climate-mitigation plans as well as facilitates better understanding of the interactions between the climate and land processes. In this study, a land surface model (LSM) that represents the land-atmosphere interactions and plant phenological variations was introduced to assess the contributions of terrestrial ecosystems to atmospheric warming or cooling effects over East Asia over the last half century. Three main climate-regulating components were simulated: net radiation flux, carbon exchange, and moisture flux at the surface. Then, the contribution of each component to the atmospheric warming or cooling (negative or positive feedback to the atmosphere, respectively) was investigated. The results showed that the terrestrial ecosystem over the Siberian region has shown a relatively large increase in positive feedback due to the enhancement of biogeochemical processes, indicating an offset effect to delay global warming. Meanwhile, the Gobi Desert shows different regional variations: increase in positive feedback in its southern part but increase in negative one in its eastern part, which implies the eastward movements of desert areas. As such, even though the LSM has limitations, this model approach to quantify the climate regulation is useful to extract the relevant characteristics in its spatio-temporal variations.

북극 온난화에 따른 겨울철 대기 변동성 분석 연구 (Analysis on Winter Atmosphereic Variability Related to Arctic Warming)

  • 김백민;정의현;임규호;김현경
    • 대기
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    • 제24권2호
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    • pp.131-140
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    • 2014
  • The "Barents Oscillation (BO)", first designated by Paul Skeie (2000), is an anomalous recurring atmospheric circulation pattern of high relevance for the climate of the Nordic Seas and Siberia, which is defined as the second Emperical Orthogonal Function (EOF) of monthly winter sea level pressure (SLP) anomalies, where the leading EOF is the Arctic Oscillation (AO). BO, however, did not attracted much interest. In recent two decades, variability of BO tends to increase. In this study, we analyzed the spatio-temporal structures of Atmospheric internal modes such as Arctic Oscillation (AO) and Barents Oscillation (BO) and examined how these are related with Arctic warming in recent decade. We identified various aspects of BO, not dealt in Skeie (2000), such as upper-level circulation and surface characteristics for extended period including recent decade and examined link with other surface variables such as sea-ice and sea surface temperature. From the results, it was shown that the BO showed more regionally confined spatial pattern compared to AO and has intensified during recent decade. The regional dipolelar structure centered at Barents sea and Siberia was revealed in both sea-level pressure and 500 hPa geopotential height. Also, BO showed a stronger link (correlation) with sea-ice and sea surface temperature especially over Barents-Kara seas suggesting it is playing an important role for recent Arctic amplification. BO also showed high correlation with Ural Blocking Index (UBI), which measures seasonal activity of Ural blocking. Since Ural blocking is known as a major component of Eurasian winter monsoon and can be linked to extreme weathers, we suggest deeper understanding of BO can provide a missing link between recent Arctic amplification and increase in extreme weathers in midlatitude in recent decades.

기후변동성에 따른 육상 탄소 순환의 반응 (Response of the Terrestrial Carbon Exchange to the Climate Variability)

  • 선민아;조천호;김영미;이조한;부경온;변영화
    • 대기
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    • 제27권2호
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    • pp.163-175
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    • 2017
  • The global terrestrial ecosystems have shown a large spatial variability in recent decades and represented a carbon sink pattern at mid-to-high latitude in Northern Hemisphere. However, there are many uncertainties in magnitude and spatial distribution of terrestrial carbon fluxes due to the effect of climate factors. So, it needs to accurately understand the spatio-temporal variations on carbon exchange flux with climate. This study focused on the effects of climate factors, .i.e. temperature, precipitation, and solar radiation, to terrestrial biosphere carbon flux. We used the terrestrial carbon flux that is simulated by a CarbonTracker, which performs data assimilation of global atmospheric $CO_2$ mole fraction measurements. We demonstrated significant interactions between Net Ecosystem Production (NEP) and climate factors by using the partial correlation analysis. NEP showed positive correlation with temperature at mid-to-high latitude in Northern Hemisphere but showed negative correlation pattern at $0-30^{\circ}N$. Also, NEP represented mostly negative correlation with precipitation at $60^{\circ}S-30^{\circ}N$. Solar radiation affected NEP positively at all latitudes and percentage of positive correlation at tropical regions was relatively lower than other latitudes. Spring and summer warming had potentially positive effect on NEP in Northern Hemisphere. On the other hand as increasing the temperature in autumn, NEP was largely reduced in most northern terrestrial ecosystems. The NEP variability that depends on climate factors also differently represented with the type of vegetation. Especially in crop regions, land carbon sinks had positive correlation with temperature but showed negative correlation with precipitation.

현미경, Flow Cytometer, HPLC 색소자료 및 원격탐사를 이용한 이어도 관측기지 주변수의 식물플랑크톤 연구 (Phytoplankton in the Waters of the Ieodo Ocean Research Station Determined by Microscopy, Flow Cytometry, HPLC Pigment Data and Remote Sensing)

  • 노재훈;유신재;이정아;김현철;이재학
    • Ocean and Polar Research
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    • 제27권4호
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    • pp.397-417
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    • 2005
  • Phytoplankton community structure and distribution pattern in the surface water around the Ieodo Ocean Research Station were investigated during seven cruises carried out from July, 2003 to October, 2004. Samples were analyzed using various tools including a microscope, flow cytometer, and HPLC. Satellite images were used to analyze spatio-temporal phytoplankton biomass distribution. SeaWiFS chlorophyll a (chl a) images showed that spring blooms occurred in April-May near the Ieodo Station, and these waters were under the influence of Changjiang Dilute Water during July-October. Also, during the July-October period, HPLC pigments data showed increasing zeaxanthin concentrations, a marker pigment of cyanobacteria whereas increasing concentrations of various other pigments such as fucoxanthin, peridinin, prasinoxanthia alloxanthin, 19'-hexanoyloxyfucoxanthin and chlorophyll b were noted during spring blooms. Such pigment marker data were consistent with picoplankton data analyzed by flow cytometer and nano-microplankton analyzed by microscope. The pigment-CHEMTAX method was used to drive the phytoplankton group apportioned chi a. Diatoms, chlorophytes, dinoflagellates, and cryptophytes comprised 25.8, 20.7, 15.9, and 14.1%, respectively, of the total chl a in May. Average cyanobacteria concentrations in July-October contributed 25.4% of the total concentration. This was the highest percent contribution and was followed by chlorophytes, diatoms, and prymnesiophytes. This study discusses results from various methods, similarities and differences in the results among those methods, and the application range of the results from different analytical methods. Also, the study reveals a detailed phytolpankton community structure in the waters around the Ieodo Station, and suggests future monitoring considerations in relation to cell morphology, ecology and diversity factors according to taxonomic groups.

분포형 홍수유출 모델링을 통한 레이더 강우자료의 효과분석 (Discussion for the Effectiveness of Radar Data through Distributed Storm Runoff Modeling)

  • 안소라;장철희;김상호;한명선;김진훈;김성준
    • 한국농공학회논문집
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    • 제55권6호
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    • pp.19-30
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    • 2013
  • This study is to evaluate the use of dual-polarization radar data for storm runoff modeling in Namgang dam (2,293 $km^2$) watershed using KIMSTORM (Grid-based KIneMatic wave STOrm Runoff Model). The Bisl dual-polarization radar data for 3 typhoons (Khanun, Bolaven, Sanba) and 1 heavy rain event in 2012 were obtained from Han River Flood Control Office. Even the radar data were overall less than the ground data in areal average, the spatio-temporal pattern between the two data was good showing the coefficient of determination ($R^2$) and bias with 0.97 and 0.84 respectively. For the case of heavy rain, the radar data caught the rain passing through the ground stations. The KIMSTORM was set to $500{\times}500$ m resolution and a total of 21,372 cells (156 rows${\times}$137 columns) for the watershed. Using 28 ground rainfall data, the model was calibrated using discharge data at 5 stations with $R^2$, Nash and Sutcliffe Model Efficiency (ME) and Volume Conservation Index (VCI) with 0.85, 0.78 and 1.09 respectively. The calibration results by radar rainfall showed $R^2$, ME and VCI were 0.85, 0.79, and 1.04 respectively. The VCI by radar data was enhanced by 5 %.

진해만 입구해역의 표층 퇴적물 특성과 저서환경 (Surface Sediment Characteristics and Benthic Environments in the Mouth of Jinhae Bay, Korea)

  • 현상민;최진우;최진성;이태희
    • 한국수산과학회지
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    • 제36권6호
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    • pp.700-707
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    • 2003
  • Surface sediments in the mouth area of Jinhae Bay were investigated to evaluate the benthic environment in terms of geochemical criteria and macrobenthos abundance. Characteristics of the surface sediment distribution exhibited muddy sediments in the most part of study area. Some mixed sediments of coarse sand and mud were distributed along the coastal area of Geoje Island and around the Jeo Islands. Organic matter from ignition loss and total organic carbon from CHNS varied between $8.8-1.7\%,\;and\;4.62-0.77\%,$ respectively. The source of organic matter based on the C/S ratio was mixed with in situ biogenic and terrigenous organic matter. The C/S ratio of organic matter also suggested both an anoxic bottom condition in several parts of the study area. The content of hydrogen sulfide in surface sediment was extremely variable and showed spatio-temporal variation from site to site. In several locations, the content of hydrogen sulfide as an index of eutrophication was over the critical value (0.2 mg/g), suggesting that several parts of the study area were not favorable for the habitat of macrobenthos. The relationship among the number of individuals of marcrobenthos, hydrogen sulfide, and organic matter was not clear, but a potential negative relationship between individuals of marcrobenthos and hydrogen sulfide was indicated.