• 제목/요약/키워드: Temporal and Spatial Distribution

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영랑호 어류군집의 시.공간적 분포 (Temporal & Spatial Distribution of Fish Community in the Lagoon Youngrang, Korea)

  • 최의용;최재석;박승철;장영수;이광열;최준길
    • 한국환경생태학회지
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    • 제21권6호
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    • pp.506-514
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    • 2007
  • 영랑호 어류군집의 시 공간적 분포를 알아보기 위하여 2005년 9월부터 2007년 4월까지 조사하였다. 채집된 어류는 총 16과 32종이었으며, 일차담수어는 11종(34.38%), 주연성담수어는 18종(56.25%), 해수어는 3종(9.38%)인 것으로 나타났다. 조사 지점 및 시기별 군집의 변화양상을 파악한 결과 갯터짐이 일어나면 생태적 특성에 따라 어종의 출현 비율이 변화하는 것으로 나타났다. 또한 영랑호의 어류상에 대한 과거 자료와 비교해 보았을 때 해수의 유입이 일어나면 주연성담수어와 해수어의 비율은 증가하고 일차담수어의 비율은 점차 감소하는 것으로 나타났다. 이와 같이 석호 내의 어류군집은 갯터짐에 따라 시 공간적으로 그 성격이 매우 달라는 것으로 나타났다.

우리나라 서해에서의 해양환경변화와 동물부유생물의 장기간의 출현량 변화 (Variations of Marine Environments and Zooplankton Biomass in the Yellow Sea During the Past Four Decades)

  • 최정화;박원규
    • 수산해양교육연구
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    • 제25권5호
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    • pp.1046-1054
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    • 2013
  • Spatial and temporal variations of sea surface temperature (SST), abundances of copepods, euphausiids, amphipods, and chaetognaths were investigated in the western waters of the Korean Peninsula. Zooplankton and SST were monitored at 63 stations arrayed in six transects ($124^{\circ}00^{\prime}-126^{\circ}30^{\prime}E$, $34^{\circ}00^{\prime}-37^{\circ}00^{\prime}N$) in February, April, June, August, October, and December during 1978-2010. In general, SST increased $0.7-3.8^{\circ}C$ during the last three decades with spatio-temporal variations. SST was lowest in February and highest in August. SST was highest in the northernmost transect and declined gradually along transects to the south. The general pattern of interannual variations of SST was similar to the global pattern, which has been increasing. Trends of abundances of all zooplankton groups slightly increased interannually and peaked seasonally in June and August, except chaetognaths, which fluctuated around the long-term mean value with a seasonal peak in August and October. Abundances of zooplankton groups were highest in the northernmost transect while those of euphausiids were highest in the southern transect. We discuss the distribution patterns of SST and zooplankton groups in relation to oceanographic characteristics in the study area.

Estimating Leaf Area Index of Paddy Rice from RapidEye Imagery to Assess Evapotranspiration in Korean Paddy Fields

  • Na, Sang-Il;Hong, Suk Young;Kim, Yi-Hyun;Lee, Kyoung-Do;Jang, So-Young
    • 한국토양비료학회지
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    • 제46권4호
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    • pp.245-252
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    • 2013
  • Leaf area index (LAI) is important in explaining the ability of crops to intercept solar energy for biomass production, amount of plant transpiration, and in understanding the impact of crop management practices on crop growth. This paper describes a procedure for estimating LAI as a function of image-derived vegetation indices from temporal series of RapidEye imagery obtained from 2010 to 2012 using empirical models in a rice plain in Seosan, Chungcheongnam-do. Rice plants were sampled every two weeks to investigate LAI, fresh and dry biomass from late May to early October. RapidEye images were taken from June to September every year and corrected geometrically and atmospherically to calculate normalized difference vegetation index (NDVI). Linear, exponential, and expolinear models were developed to relate temporal satellite NDVIs to measured LAI. The expolinear model provided more accurate results to predict LAI than linear or exponential models based on root mean square error. The LAI distribution was in strong agreement with the field measurements in terms of geographical variation and relative numerical values when RapidEye imagery was applied to expolinear model. The spatial trend of LAI corresponded with the variation in the vegetation growth condition.

Application of machine learning for merging multiple satellite precipitation products

  • Van, Giang Nguyen;Jung, Sungho;Lee, Giha
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2021년도 학술발표회
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    • pp.134-134
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    • 2021
  • Precipitation is a crucial component of water cycle and play a key role in hydrological processes. Traditionally, gauge-based precipitation is the main method to achieve high accuracy of rainfall estimation, but its distribution is sparsely in mountainous areas. Recently, satellite-based precipitation products (SPPs) provide grid-based precipitation with spatio-temporal variability, but SPPs contain a lot of uncertainty in estimated precipitation, and the spatial resolution quite coarse. To overcome these limitations, this study aims to generate new grid-based daily precipitation using Automatic weather system (AWS) in Korea and multiple SPPs(i.e. CHIRPSv2, CMORPH, GSMaP, TRMMv7) during the period of 2003-2017. And this study used a machine learning based Random Forest (RF) model for generating new merging precipitation. In addition, several statistical linear merging methods are used to compare with the results of the RF model. In order to investigate the efficiency of RF, observed data from 64 observed Automated Synoptic Observation System (ASOS) were collected to evaluate the accuracy of the products through Kling-Gupta efficiency (KGE), probability of detection (POD), false alarm rate (FAR), and critical success index (CSI). As a result, the new precipitation generated through the random forest model showed higher accuracy than each satellite rainfall product and spatio-temporal variability was better reflected than other statistical merging methods. Therefore, a random forest-based ensemble satellite precipitation product can be efficiently used for hydrological simulations in ungauged basins such as the Mekong River.

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영일만 유입오염부하량과 수질의 시ㆍ공간적 변동특성(I) - 하천유량과 유입오염부하량의 계절변동 - (Spatial and Temporal Variation Characteristics between Water Quality and Pollutant Loads of Yeong-il Bau(I) - Seasonal Variation of River Discharge and Inflowing Pollutant Loads -)

  • 윤한삼;이인철;류청로
    • 한국해양공학회지
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    • 제17권4호
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    • pp.23-30
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    • 2003
  • This study investigates the seasonal variation and spatial distribution characteristics of pollutant load, as executing the quality valuation of pollutant load inflowing into Yeong-il Bay from on-land including the Hyeong-san River. Annual total pollutant generating rate from Yeong-il Bay region are 202ton-BOD/day, 620ton-SS/day, 42ton-TN/day, and 16ton-TP/day, respectively. Particularly, the generating ration of the pollutant loads from the Hyeong-san River is greater than that of any other watershed of the Yeong-il Bay, of which BOd is about 78.2%, SS 88.5%, T-N 62.5%, T-P 73.1%, As calculating Tank model with input value of daily precipitation and evaporation of 2001 year in drainage basin of the Hyeong-san River, the estimated result of the annual river discharge effluence from this river is 830106㎥, As a result to estimating annual effluence rate outflowing at the rivers from each drainage basin. annual inflow pollutant rates are 10,633ton-BOD/year, 19,302ton-SS/year, 15,369ton-TN/year, 305ton-TP/year, respectively. The population congestion region of the Pohang-city is a greater source of pollutant loads than the Neang-Chun region with wide drainage area. Therefore, the quantity of TN inflowing into Yeong-il Bay is much more than T-P. The accumulation of pollutant load effluenced from on-land will happen at the inner coast region of Yeon-il Bay. Finally, We would make a prediction that the water quality will take a bad turn.

토지피복 자료의 해상도 차이가 CALPUFF 농도 모의에 미치는 영향 분석 (Analysis of the Effect of Differences in Spatial Resolution of Land-use/cover Data on the Simulation of CALPUFF)

  • 황수연;함정수;이영진;최진무
    • 대한원격탐사학회지
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    • 제37권5_3호
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    • pp.1461-1473
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    • 2021
  • 본 연구는 토지피복 자료의 공간 해상도가 미세먼지의 국지적 분포 및 확산 양상에 어떠한 영향을 미치는지 확인하는 데에 목적을 둔다. 이때 시공간적 지표상태 및 기상상태의 변화를 고려하는 CALPUFF 모델을 사용하여, 경기도 안양시의 평촌 신도시 지역에 대해, 미세먼지 모의를 진행하였다. 모델링의 입력 데이터로 20 m, 50 m, 100 m의 세 가지 해상도 토지피복도를 사용하여 비교하였다. 20 m 해상도의 토지피복 자료를 사용했을 경우 모의 영역의 풍속은 가장 크게 모의 되었으며 PM10 농도는 가장 낮게 모의 되었다. 본 연구를 통해 미세먼지의 국지적 분포 및 확산 양상에 토지피복 자료의 공간 해상도가 영향을 미칠 수 있으며 이는 CALPUFF 모의에 영향을 줄 수 있음을 확인하였다. 따라서 향후 CALPUFF를 사용하여 미세먼지를 모의할 때, 토지피복의 형태에 따른 공간 해상도에 대한 영향을 사전에 확인하고 모의를 진행하는 것이 더 정확한 결과를 확보할 수 있음을 제시해볼 수 있다.

Seasonal Changes of Water Properties and Current in the Northernmost Gulf of Aqaba, Red Sea

  • Manasrah, Riyad;Zibdah, Mohammad;Al-Ougaily, Firas;Yusuf, Najim;Al-Najjar, Tariq
    • Ocean Science Journal
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    • 제42권2호
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    • pp.103-116
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    • 2007
  • Seasonal changes of tide signal(s), temperature, salinity and current were studied during the years 2004-2005 in the northernmost Gulf of Aqaba, which is under developmental activities, to obtain scientific bases for best management and sustainability. Spectrum analysis revealed permanent signals of tide measurements during all seasons, which represented semidiurnal and diurnal barotropic tides. The other signal periods of 8.13, 6.10-6.32, 4.16 and 1.02-1.05 h were not detected in all seasons, which were related to shallow water compound and overtides of principle solar and lunar constituent and to seiches generated in the Red Sea and the Gulf of Aqaba. Spatial and temporal distribution of temperature, salinity and density showed significant differences between months in the coastal and offshore region and no significant differences among the coastal sites, between the surface and bottom waters and between coastal and offshore waters. Therefore, the temporal and spatial variation of water properties in the northernmost Gulf of Aqaba behave similarly compared to other parts. The coastal current below 12 m depth was weak $(3-6\;cms^{-1})$ and fluctuated from east-northeastward to west-southwestward (parallel to the shoreline), which may be related to the effect of bottom topography and/or current density due to differential cooling between eastern and western parts in the study area, and wind-induced upwelling and downwelling in the eastern and western side, respectively. The prevailing northerly winds and stratification conditions during summer were the main causes of the southward current at 6 and 12 m depths with average speed of 28 and $12cms^{-1}$ respectively.

새만금 해역에서 방조제 건설에 따른 동물플랑크톤 군집의 변화 (Temporal and Spatial Variation of Zooplankton Community Structure Post Construction of Saemangeum Dyke)

  • 이창래;강형구;노재훈
    • Ocean and Polar Research
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    • 제31권4호
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    • pp.327-338
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    • 2009
  • Zooplankton community structure was investigated in the Saemangeum region in March, May, July and October of 2007 and 2008 in order to understand the potential effect of post construction of Saemangeum dyke on their temporal and spatial distribution. Mean abundance of zooplankton in the inner and outer area of the dyke, except for dinoflagellate Noctiluca scintillans, ranged from 173 to 15,830 ind.m$^{-3}$, showing higher variability in the inner area compared to the outer area. Zooplankton abundance was higher in the outer area than the inner area in 2007, and vice versa in 2008. In the inner area of the dyke, zooplankton abundance was the highest in May 2007 and March 2008. In the outer area of the dyke, abundance was the highest in October 2007 and July 2008. Brackish species such as Tortanus derjugini and Pseudodiaptomus inopinus were dominant prior to construction of the dyke, and appeared less frequently in the inner area. Marine zooplankton taxa such as juvenile hydromedusa, and calanoid copepods Acartiahongi and Paracalanus parvus s.l. dominated both areas of the dyke. In CCA analysis, zooplankton community structure in the inner and outer area was similar in March and May, but different in July and October. Temperature, salinity and COD were important environmental factors affecting zooplankton community structure. These results suggest that zooplankton community structure in the inner and outer area of Saemangeum dyke are significantly affected by whether the sluice gates are closed or open.

Spatial and Temporal Aspects of Phytoplankton Blooms in Complex Ecosystems Off the Korean Coast from Satellite Ocean Color Observations

  • Ahn, Yu-Hwan;Shanmugam, Palanisamy;Chang, Kyung-Il;Moon, Jeong-Eon;Ryu, Joo-Hyung
    • Ocean Science Journal
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    • 제40권2호
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    • pp.67-78
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    • 2005
  • Complex physical, chemical and biological interactions off the Korean coast created several striking patterns in the phytoplankton blooms, which became conspicuous during the measurements of ocean color from space. This study concentrated on analyzing the spatial and temporal aspects of phytoplankton chlorophyll variability in these areas using an integrated dataset from a Sea-viewing Wide Field-of-view Sensor (SeaWiFS), Advanced Very High Resolution (AVHRR) sensor, and Conductivity Temperature Depth (CTD) sensor. The results showed that chlorophyll concentrations were elevated in coastal and open ocean regions, with strong summer and fall blooms, which appeared to spread out in most of the enclosed bays and neighboring waters due to certain oceanographic processes. The chlorophyll concentration was observed to range between 3 and $54\;mg\;m^{-3}$ inside Jin-hae Bay and adjacent coastal bays and 0.5 and $8\;mg\;m^{-3}$ in the southeast sea offshore waters, this gradual decrease towards oceanic waters suggested physical transports of phytoplankton blooms from the shallow shelves to slope waters through the influence of the Tsushima Warm Current (TWC) along the Tsushima Strait. Horizontal distribution of potential temperature $(\theta)$ and salinity (S) of water off the southeastern coast exhibited cold and low saline surface water $(\theta and warm and high saline subsurface water $({\theta}>12^{\circ}C; S>34.4)$ at 75dBar, corroborating TWC intrusion along the Tsushima Strait. An eastward branch of this current was called the East Korean Warm Current (EKWC), tracked with the help of CTD data and satellite-derived sea surface temperature, which often influenced the dynamics of mesoscale anticyclonic eddy fields off the Korean east coast during the summer season. The process of such mesoscale anticyclonic eddy features might have produced interior upwelling that could have shoaled and steepened the nutricline, enhancing phytoplankton population by advection or diffusion of nutrients in the vicinity of Ulleungdo in the East Sea.

Distribution of Heavy Metals in Soils of Shihwa Tidal Freshwater Marshes

  • Yun, Seok-In;Choi, Woo-Jung;Choi, Young-Dae;Lee, Seung-Heon;Yoo, Sun-Ho;Lee, Eun-Ju-;Ro, Hee-Myong
    • The Korean Journal of Ecology
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    • 제26권2호
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    • pp.65-70
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    • 2003
  • Shihwa tidal freshwater marsh was constructed recently to treat pollutants entering Shihwa lake. In this study, we examined the spatial and temporal patterns of heavy metal accumulation in soils of Shihwa marsh and sought correlations between several soil variables (pH, electrical conductivity, organic matter, and acid ammonium oxalate-extractable Fe and Al contents) and the heavy metal concentration of soils. Surface soil samples (0∼20 cm) were collected in June 2000, November 2000, and July 2001, and were analyzed for heavy metals (Zn, Cd, Pb, Cu, Cr, As, and Hg) and soil chemical properties. The neutral pH and water-saturated conditions of Shihwa marsh appeared to favor immobilization of heavy metal through adsorption onto soils. The concentrations of heavy metal (especially Zn, Cu, and Cr) in soils of Shihwa marsh increased along the sampling occasions, suggesting that soils of Shihwa marsh serve as a sink of heavy metal. Among the sub-marshes, metal concentrations were highest in Banweol high marshes and lowest in Samhwa marshes. The temporal and spatial variations in the heavy metal concentrations of soils were correlated positively with organic matter and oxalate extractable Fe and Al contents, but negatively with electrical conductivity. These results suggest that organic matter and hydrous oxide of Fe/Al may playa key role in removing heavy metals in soils of Shihwa marsh, and that heavy metal removing capacity would increase with desalinization. However, the removal patterns of heavy metal by reeds warrant further studies to evaluate the total removal capacity of heavy metals by Shihwa marsh.