• 제목/요약/키워드: daily monitoring

검색결과 758건 처리시간 0.023초

지하수관측망을 이용한 강변 시설재배지역 지하수위 변화 특성 분석 (Analysis of Groundwater Level Changes Near the Greenhouse Complex Area Using Groundwater Monitoring Network)

  • 백미경;김상민
    • 한국농공학회논문집
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    • 제64권6호
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    • pp.13-23
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    • 2022
  • The purpose of this study was to analyze the impact of greenhouse cultivation area and groundwater level changes due to the water curtain cultivation in the greenhouse complexes, which are mainly situated along rivers where water resources are easy to secure. The groundwater observation network in Miryang, Gyeongsangnam-do, located downstream of the Nakdong River, was selected for the study area. We classified the groundwater monitoring well into the greenhouse (riverside) and field cultivation areas (plain and mountain) to compare the groundwater impact of water curtain cultivation in the greenhouse complex. The characteristics of groundwater level changes classified by terrain type were analyzed using the observed data. Riverside wells have significant permeability coefficients and are close to rivers, so they are greatly affected by river flow and precipitation changes so that water level shows a specific pattern of annual changes. Most plain wells do not show a constant annual change, but observation wells near small rivers and small-scale greenhouse cultivation areas sometimes show annual and daily changes in which the water level drops during winter. Compared to other observation wells, mountain wells do not show significant yearly changes in water level and show general characteristics of bedrock aquifer well with a low permeability coefficient.

Application of Convolutional Neural Networks (CNN) for Bias Correction of Satellite Precipitation Products (SPPs) in the Amazon River Basin

  • Alena Gonzalez Bevacqua;Xuan-Hien Le;Giha Lee
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2023년도 학술발표회
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    • pp.159-159
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    • 2023
  • The Amazon River basin is one of the largest basins in the world, and its ecosystem is vital for biodiversity, hydrology, and climate regulation. Thus, understanding the hydrometeorological process is essential to the maintenance of the Amazon River basin. However, it is still tricky to monitor the Amazon River basin because of its size and the low density of the monitoring gauge network. To solve those issues, remote sensing products have been largely used. Yet, those products have some limitations. Therefore, this study aims to do bias corrections to improve the accuracy of Satellite Precipitation Products (SPPs) in the Amazon River basin. We use 331 rainfall stations for the observed data and two daily satellite precipitation gridded datasets (CHIRPS, TRMM). Due to the limitation of the observed data, the period of analysis was set from 1st January 1990 to 31st December 2010. The observed data were interpolated to have the same resolution as the SPPs data using the IDW method. For bias correction, we use convolution neural networks (CNN) combined with an autoencoder architecture (ConvAE). To evaluate the bias correction performance, we used some statistical indicators such as NSE, RMSE, and MAD. Hence, those results can increase the quality of precipitation data in the Amazon River basin, improving its monitoring and management.

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A Derivation of Aerosol Optical Depth Estimates from Direct Normal Irradiance Measurements

  • Yun Gon Lee;Chang Ki Kim
    • 신재생에너지
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    • 제20권1호
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    • pp.79-87
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    • 2024
  • This study introduces a method for estimating Aerosol Optical Depth (AOD) using Broadband Aerosol Optical Depth (BAOD) derived from direct normal irradiance and meteorological factors observed between 2016 and 2017. Through correlation analyses between BAOD and atmospheric components such as Rayleigh scattering, water vapor, and tropospheric nitrogen dioxide, significant relationships were identified, enabling accurate AOD estimation. The methodology demonstrated high correlation coefficients and low Root Mean Square Errors (RMSE) compared to actual AOD500 measurements, indicating that the attenuation effects of water vapor and the direct impact of tropospheric nitrogen dioxide concentration are crucial for precise aerosol optical depth estimation. The application of BAOD for estimating AOD500 across various time scales-hourly, daily, and monthly-showed the approach's robustness in understanding aerosol distributions and their optical properties, with a high coefficient of determination (0.96) for monthly average AOD500 estimates. This study simplifies the aerosol monitoring process and enhances the accuracy and reliability of AOD estimations, offering valuable insights into aerosol research and its implications for climate modeling and air quality assessment. The findings underscore the viability of using BAOD as a surrogate for direct AOD500 measurements, presenting a promising avenue for more accessible and accurate aerosol monitoring practices, crucial for improving our understanding of aerosol dynamics and their environmental impacts.

해조양식장 수질환경 모니터링을 통한 이산화탄소 단순 수지모델 (Real-time Monitoring of Environmental Properties at Seaweed Farm and a Simple Model for CO2 Budget)

  • 심정희;강동진;한인성;권정노;이용화
    • 한국해양학회지:바다
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    • 제17권4호
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    • pp.243-251
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    • 2012
  • 부산시 기장군 일광 해조류양식장에서 2011년 7월 5일부터 6일까지 약 30시간동안 해양 표층수의 수온, 염분 등의 환경인자와 pH와 이산화탄소분압($fCO_2$)을 연속 관측하였다. 표층수의 수온과 염분은 $12.5{\sim}17.6^{\circ}C$, 33.7~34.0범위를 보였으며, 조석과 광주기, 해류 등의 영향으로 일변화 및 일간변화를 크게 나타내었다. 이산화탄소분압과 pH는 381~402 ${\mu}atm$, 8.03~8.15범위를 보였으며, 엽록소는 0.8~5.8 ${\mu}g\;L^{-1}$ 범위를 보였다. 이산화탄소분압, pH 그리고 엽록소는 최대 간조와 성층이 강했던 5일 오후 5시 전후에 최소 및 최고치를 보였으며, 이는 엽록소에 의한 생물생산 결과 이산화탄소는 낮고 pH는 높아진 것을 의미한다. 해조양식장 이산화탄소변화에 대한 단순 수지모델을 적용한 결과, 낮에는 생물생산에 의한 감소가 수온상승, 대기와의 교환에 의한 증가와 상쇄하는 것으로 나타났으며, 밤에는 대기와의 교환 물리적 혼합에 대한 과대 평가로 관측치보다 다소 높게 나타났다. 모델결과는 해조양식장 이산화탄소분압 총변화량의 14~40%는 해조류의 일차생산에 의한 것으로 나타났다.

Precision monitoring of radial growth of trees and micro-climate at a Korean Fir (Abies koreana Wilson) forest at 10 minutes interval in 2016 on Mt. Hallasan National Park, Jeju Island, Korea

  • Kim, Eun-Shik;Cho, Hong-Bum;Heo, Daeyoung;Kim, Nae-Soo;Kim, Young-Sun;Lee, Kyeseon;Lee, Sung-Hoon;Ryu, Jaehong
    • Journal of Ecology and Environment
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    • 제43권2호
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    • pp.226-245
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    • 2019
  • To understand the dynamics of radial growth of trees and micro-climate at a site of Korean fir (Abies koreana Wilson) forest on high-altitude area of Mt. Hallasan National Park, Jeju Island, Korea, high precision dendrometers were installed on the stems of Korean fir trees, and the sensors for measuring micro-climate of the forest at 10 minutes interval were also installed at the forest. Data from the sensors were sent to nodes, collected to a gateway wireless, and transmitted to a data server using mobile phone communication system. By analyzing the radial growth data for the trees during the growing season in 2016, we can estimate that the radial growth of Korean fir trees initiated in late April to early May and ceased in late August to early September, which indicates that period for the radial growth was about 4 months in 2016. It is interesting to observe that the daily ambient temperature and the daily soil temperature at the depth of 20 cm coincided with the values of about 10 ℃ when the radial growth of the trees initiated in 2016. When the radial growth ceased, the values of the ambient temperature went down below about 15 ℃ and 16 ℃, respectively. While the ambient temperature and the soil temperature are evaluated to be the good indicators for the initiation and the cessation of radial growth, it becomes clear that radii of tree stems showed diurnal growth patterns affected by diurnal change of ambient temperature. In addition, the wetting and drying of the surface of the tree stems affected by precipitation became the additional factors that affect the expansion and shrinkage of the tree stems at the forest site. While it is interesting to note that the interrelationships among the micro-climatic factors at the forest site were well explained through this study, it should be recognized that the precision monitoring made possible with the application of high resolution sensors in the measurement of the radial increment combined with the observation of 10 minutes interval with aids of information and communication technology in the ecosystem observation.

인천지역 유통 과일 중 잔류농약 모니터링 및 위해성 평가 (Monitoring of Pesticide Residues and Risk Assessment in Some Fruits on the Market in Incheon, Korea)

  • 정세진;김혜영;김지형;염미숙;조중희;이수연
    • 한국환경농학회지
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    • 제33권2호
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    • pp.111-120
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    • 2014
  • 인천시내에 유통되는 오렌지, 키위 등 215건의 과일에 대하여 분석대상 농약 259종에 대한 잔류농약 모니터링을 실시하였다. 전체 수거 과일의 56.3%에서 기준이내 농약이 검출되었으며, 이중 수입과일은 60.8%, 국내산 과일은 45.1%의 검출률을 나타내었으나 농약잔류허용기준을 초과한 품목은 없었다. 그 중 감귤류의 농약 검출률은 83.9%로 상당히 높은 수준으로 나타났다. 농약성분별 검출빈도는 carbendazim(13.1%), imazalil(11.7%), thiabendazole(10.7%), fludioxonil(9.8%) 순으로, 검출된 농약의 위해성 평가결과 해당 농산물섭취에 따른 인체 유입 농약의 일일섭취추정량 ADI%는 0.00011~0.98795% 수준으로 위해성은 낮은 것으로 추정된다. 또한, 감귤류와 같은 과피를 제거 하고 섭취하는 과일은 과피 제거로 91.6%의 잔류농약 경감 효과를 나타내었으며, 세척 후 섭취하는 형태인 포도나 체리 등은 수돗물 침지 후 세척법에 의해서 평균 43.1%의 잔류농약 감소를 보여, 과일섭취에 따른 위해성 역시 상당부분 감소할 것으로 보인다.

Assessment of Nutritional Status by Estimation of Nutrients and Food Intakes of the Lead Workers in Republic of Korea

  • Kim, Hee-Seon;Song, Ok-Young;Lee, Sung-Soo;Young Hwangbo;Ahn, Kyu-Dong;Lee, Byung-Kook
    • Nutritional Sciences
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    • 제4권2호
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    • pp.91-97
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    • 2001
  • The purpose of this study was to assess the nutritional status of Korean workers with occupational exposure to lead by estimating nutrients and flood intakes so that we can eventually establish the dietary guidelines to be recommended for the lead workers. Food consumption survey was conducted by a 24-hr recall method with 135 lead workers and 50 non-exposed controls. Food intake data were convened into nutrients intake using computer aided nutritional analysis program. Mean daily energy intake and percentage of recommended daily allowance (RDA) of male lead workers were 2138 local and 87% of RDA while those of control were estimated as 2234 kcal and 91% of RDA. Mean daily intakes of nutrients of male lead workers were 78 g (111% RDA) for protein 502 mg (71% RDA) for calcium, 11.7 mg (97% RDA) for iron, 665 $\mu$g R.E (95% RDA) for vitamin A, 1.39 mg (108% RDA) for thiamin, 1.14 mg (77% RDA) for riboflavin, 15 mg N.E (92% RDA) for niacin and 66 mg (94% RDA) for vitamin C. On average, male lead workers showed significantly lower protein, calcium, iron, sodium, potassium, niacin and vitamin C intakes than control group while cholesterol intake of the male lead workers was significantly higher than that of control group. Intakes of calcium of male lead workers were Less than 75% RDA meaning that nutritional intake of calcium of male lead workers was insufficient and could possibly result in nutritional deficient. Some food groups such as milk, meat and fish must be strongly suggested to improve nutritional status of lead workers. Continuing nutrition monitoring and appropriate nutrition intervention for lead workers most be conducted further.

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순환여과시스템을 이용한 바지락 Ruditapes philippinarum (Adams & Reeve, 1850) 의 번식 생리에 관한 연구: I. 가온에 의한 성 성숙 유도 (Conditioning of Manila clam Ruditapes philippinarum (Adams & Reeve, 1850) using recirculation system: I. Induction of the gametogenesis using water temperature elevation)

  • 이희중;박경일;최광식
    • 한국패류학회지
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    • 제30권2호
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    • pp.127-134
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    • 2014
  • Gonad maturation of Manila clam, Ruditapes philippinarum was induced in this study using a recirculation system over 8 weeks in early spring. Clams used in the experiment were collected in $15^{th}$ April 2010 from the west coast of Korea, as the surface water temperature remained $11^{\circ}C$. To induce gametogenesis and subsequent maturation seawater temperature was elevated $1^{\circ}C$ per day over 10 days to reach $20^{\circ}C$. For the experiment, clams were raised in 120 L quadrangle tank maintained with re-circulated seawater system over 57 days. Water quality parameters including the water temperature, salinity dissolved oxygen, ammonium ion and nitrate levels in the tanks were monitored daily. Mixture of concentrated microalgae including Tetraselmis, Isochrysis, Pavlova and Thalassiosira weissflogii was supplied to clams twice a day, and quantity of the daily ration was adjusted as 3% of clam body dry weight. Histology was applied to examine gonad maturation. Daily monitoring of the water quality parameters indicated that the recirculation system supplied suitable environment to Manila clam; the nitrogenous components stayed below toxic levels (< 0.2 mg/L). At the beginning of the study, clams were mostly in early developing stage. As the seawater temperature reached $20^{\circ}C$, 10 days after the experiment, 20% of clams reached late development at 12 days. First ripe clams were observed at 42 days and 40% of clams were in ripe and ready for spawning at the end of study, 57 days after the experiment. In this study, gametogenesis of Manila clam was successfully induced by elevating water temperature and supplying commercially produced microalgae in a recirculation tank system.

일 단위 SPI와 ROC 분석을 이용한 단기가뭄의 평가 (Evaluation of Short-Term Drought Using Daily Standardized Precipitation Index and ROC Analysis)

  • 유지영;송호용;김태웅;안재현
    • 대한토목학회논문집
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    • 제33권5호
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    • pp.1851-1860
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    • 2013
  • SPI(Standardized Precipitation Index)는 계산절차가 간단하기 때문에 기상학적 가뭄을 평가하는데 광범위하게 사용되고 있다. 그러나 월 단위 기반으로 산정되기 때문에 1달 이내의 짧은 지속기간을 가지는 가뭄사상을 포착하지 못하는 단점을 가지고 있다. 본 연구에서는 월 단위로 계산되는 SPI의 단점을 극복하기 위한 방안으로 일 단위 SPI(DSPI)를 제안하였다. 또한, DSPI의 가뭄재현능력을 객관적으로 평가하기 위해 과거의 가뭄발생기록을 이용하여 ROC 분석을 수행하였다. 이를 바탕으로 우리나라의 단기가뭄을 재현하는데 적절한 지속기간을 제시하였으며, 가뭄의 발생유무를 결정하는 데 활용하는 3가지 등급(보통, 심한, 극한 가뭄)별 DSPI의 가뭄예보능력을 검토하였다. 그 결과 3가지 등급에 대한 재현능력이 우수한 가뭄 지속기간을 결정하였다. 또한, 과거 2000년 이후에 발생한 우리나라 대부분의 가뭄은 90일(3개월) 이내의 누적 강수량이 평년의 수준에 비하여 부족하기 때문에 발생한 기상학적 측면의 단기가뭄인 것으로 나타났다.

금강산(金剛山)에서 관측한 미세먼지 농도 - 2007년 9월부터 2008년 5월까지 - (PM10 Mass Concentration at Keumgangsan, North Korea - from September 2007 to May 2008 -)

  • 김정은;심원보;임재철;전영신
    • 대기
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    • 제21권4호
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    • pp.447-454
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    • 2011
  • As dust storms originated in Neimongu Plateau and Manchuria became more frequent in Korea, there was a growing need for Asian Dust (Hwangsa) monitoring stations in North Korea, which is a pathway of Asian Dust to South Korea. The South Korean and the North Korean Governments agreed to build the Automatic Weather System and the PM10 measurement instruments in the Gaeseong Industrial Zone and the Keumgangsan Tourist Region, North Korea in 2007. PM10 mass concentration data in the Keumgangsan Tourist Region could be collected only during the period from September 2007 to May 2008. In this study, daily, monthly and diurnal variations of PM10 mass concentration of the Keumgangsan are analyzed and compared with those of Sokcho and Gwangdeoksan. Three sites show similar variations in daily and monthly means. Correlation coefficients (r) between Sokcho and Keumgangsan, and between Gwangdeoksan and Keumgangsan are 0.89 and 0.67, respectively. But diurnal variation at Keumgangsan has a distinct feature compared to the other sites. Diurnal PM10 variation shows two peaks around 8 AM and 4-5 PM and very low at night. The difference between the daily maximum and minimum is $20{\sim}60{\mu}g\;m^{-3}$ during September to November 2007. Temperature, relative humidity and wind speed from the Keumgangsan AWS data were compared with those from the Changjon station, and showed good correlation each other except wind speed.