• 제목/요약/키워드: Precipitation event

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수문 및 지형특성과 인구분포를 고려한 지반침하 발생 평가인자 분석 (Analysis of Land Subsidence Risk Factors Considering Hydrological Properties, Geomorphological Parameters, and Population Distribution)

  • 이예영;이다해;배은지;이충모;최한나
    • 한국지하수토양환경학회지:지하수토양환경
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    • 제28권6호
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    • pp.45-57
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    • 2023
  • To assess land subsidence estimation and preparedness in the Geum River basin, this study applied GIS techniques and identified six key areas. The Geum River basin has experienced an increase in heavy rainfall since late 2010, and four study areas have shown an increase in groundwater levels. Land subsidence primarily occurred from June to September, with higher rainfall years in 2020 and 2023. Approximately 83.6% of land subsidence in Chungcheongbuk-do province occurred in Cheongju-si, mainly attributed to aging sewage pipes. The regions experiencing population growth have likely led to the construction of underground infrastructures and sewer pipes. Thus, it is considered that various factors, including sewage pipe leaks, precipitation, slope gradient, low drainage density, and groundwater level fluctuations, have contributed to land subsidence. Improving land subsidence estimation involves incorporating additional natural factors and human activities.

강우시 비점오염원의 오염부하 특성 - 벚나무 재배지를 대상으로 - (Loading Characteristics of Non-Point Source Pollutants by Rainfall - Case Study with Cherry Tree Plot -)

  • 강미아;최병우;유재정
    • 지질공학
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    • 제20권4호
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    • pp.401-407
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    • 2010
  • 농업지역에서 발생한 오염부하량을 결정하기 위해 여러 토지이용형태 중에서 벚나무 재배지(단위 비점오염원)에서 발생하는 오염부하 특성을 조사하였다. 유출시 발생된 강우사상에서는 강우량과 유출수량의 상관계수가 0.5로 낮게 나타나 투수성을 예측할 수 없는 수준이었다. 강우량 20mm 미만인 경우에도 강우강도가 8.8 mm/hr 수준으로 높은 경우에는 유출이 발생하였으나 강우량이 47.4 mm로 많은 경우라 할지라도 긴 무강우일수와 약한 강우강도를 보인 경우에는 유출이 발생하지 않았다. 강우사상시 발생된 유출량과 SS, BOD, COD, TN 및 TP 오염부하량과의 상관계수는 SS에서 최저값 0.71을 보인 것 이외에는 모두 r ${\geq}$ 0.92로 매우 유의한 값을 나타냈다. 한편 SS와 다른 오염물질간의 오염부하상관성도 모두 r ${\geq}$ 0.73의로 유의한 값을 나타내었으므로 SS관리를 통해 유기물질과 영양염에 대한 제어도 가능함을 알 수 있다. 최고 TN농도는 시비활동에 의해 직접적 영향을 받은 Event의 유출수에서 발생하였다. 따라서 농경지에서 발생하는 유출수의 오염수준을 평가할 때에는 시비여부를 반드시 고려해야 할 것이다.

강우의 비정상성을 고려한 청미천 유역의 미래 침수특성 분석 (Future Inundation Characteristics Analysis for the Cheongmi Stream Watershed Considering Non-stationarity of Precipitation)

  • 류정훈;강문성;전상민;박지훈;이경도
    • 한국농공학회논문집
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    • 제59권1호
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    • pp.81-96
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    • 2017
  • Along with climate change, it is reported that the scale and the frequency of extreme climate events (e.g. heavy rain, typhoon, etc.) show unstable tendency of increase. In case of Korea, also, the frequency of heavy rainfall shows increasing tendency, thus causing natural disaster damage in downtown and agricultural areas by rainfall that exceeds the design criteria of hydraulic structures. In order to minimize natural disaster damage, it is necessary to analyze how extreme precipitation event changes under climate change. Therefore a new design criteria based on non-stationarity frequency analysis is needed to consider a tendency of future extreme precipitation event and to prepare countermeasures to climate change. And a quantitative and objective characteristic analysis could be a key to preparing countermeasures to climate change impact. In this study, non-stationarity frequency analysis was performed and inundation risk indices developed by 4 inundation characteristics (e.g. inundation area, inundation depth, inundation duration, and inundation radius) were assessed. The study results showed that future probable rainfall could exceed the existing design criteria of hydraulic structures (rivers of state: 100yr-200yr, river banks: 50yr-100yr) reaching over 500yr frequency probable rainfall of the past. Inundation characteristics showed higher value in the future compared to the past, especially in sections with tributary stream inflow. Also, the inundation risk indices were estimated as 0.14 for the past period of 1973-2015, and 0.25, 0.29, 1.27 for the future period of 2016-2040, 2041-2070, 2071-2100, respectively. The study findings are expected to be used as a basis to analyze future inundation damage and to establish management solutions for rivers with inundation risks.

인공신경망 모형을 이용한 도달시간의 신뢰성 평가 -온천천 유역을 대상으로- (Reliability evaluations of time of concentration using artificial neural network model -focusing on Oncheoncheon basin-)

  • 윤의혁;박종빈;이재혁;신현석
    • 한국수자원학회논문집
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    • 제51권1호
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    • pp.71-80
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    • 2018
  • 하천 관리에 있어 도달시간은 중요한 인자 중의 하나이다. 특히 사회적으로 다양한 하천 활용에 대한 요구가 높아짐에 따라 친수공간으로써 하천에서의 정확한 도달시간 산정은 홍수시 주민 대피 시간 확보 등을 위해서 매우 중요하다. 그러나 과거 도달시간 산정에 대한 연구는 자연 하천의 복합 유역에서의 단일 수문사상에 대하여 연구가 수행되어왔으며, 도심하천의 단일유역을 대상으로 복합 수문 사상에 대한 도달시간 산정방법의 개발은 미흡한 실정이다. 따라서 최근 집중호우에 의하여 빈번한 침수 피해가 발생된 부산광역시 대표 도심하천인 온천천 유역에 대하여 과거 10년(2006~2015년) 동안의 강우-유출량 자료를 이용하여 도달시간을 산정하였고, Matlab 기반의 인공신경망 기법을 이용하여 신뢰성을 검토하였다. 12시간 이상 무강우를 기준으로 총 254개의 강우 사상을 분리하였고, 이를 바탕으로 총 강우량, 총 유출량, 첨두 강우량/총 강우량, 첨두 유출량/총 유출량, 지체시간, 도달시간 등 총 6개의 변수를 산정하여 인공신경망 모형의 훈련 및 검증에 활용하였다. 그 결과 훈련에 과 예측 및 검증에 활용된 입력 변수의 상관관계는 각 각 0.807 및 0.728로 나타났으며, 연구결과를 바탕으로 도심하천의 도달시간 산정결과의 신뢰성 분석에 이를 활용할 수 있을 것으로 판단된다.

Irrigation Frequency and Nitrogen Rates for Tall Fescue Growth

  • Lee, Sang-Kook
    • Weed & Turfgrass Science
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    • 제3권2호
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    • pp.130-136
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    • 2014
  • Tall fescue is commonly well-adapted for low maintain area because of its wear resistance, deep root system, and drought tolerances. Deep and infrequent irrigation refers to applying large amounts of irrigation, 1.3 to 2.5 cm or more, in a single irrigation event. Light and frequent irrigation is commonly used with small amounts of water, 0.3 to 0.6 cm, every day or every other day. N use for turfgrass management is often unnoticed for water management. The objective of this field study was to evaluate the effects of irrigation frequency and N rates for tall fescue growth. The three irrigation treatments were no irrigation (precipitation only), 0.5 cm applied every other day, and 1.8 cm applied once a week at one irrigation event. The nitrogen (N) treatments were the low, medium, and high N rate treatments. The low, medium, and high N treatments were applied over 2, 4, and 6 applications, respectively. If high main maintenance of tall fescue is not important and water source is limited, irrigation is not necessary and, the $9.8gNm^{-2}yr^{-1}$ of two applications can be recommended for tall fescue under the weather condition of the study.

Numerical Case Study of Heavy Rainfall Occurred in the Central Korean Peninsula on July 26-28, 1996

  • Kim, Young-Ah;Oh, Jai-Ho
    • International Union of Geodesy and Geophysics Korean Journal of Geophysical Research
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    • 제26권1호
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    • pp.15-29
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    • 1998
  • The numerical simulation of heavy precipitation event occurred in the central Korean Peninsula on July 26-28, 1996 was performed using the fine mesh model. ARPS (Advanced Regional Prediction System) developed by the CAPS (Center for Analysis and Prediction of Storms). Usually, the heavy rainfalls occurred at late July in the Korean Peninsula were difficult to predict, and showed very strong rainfall intensity. As results, they caused a great loss of life and property. As it usual, this case was unsuccessful to predict the location of rain band and the precipitation intensity with the coarse-mesh model. The same case was, however, simulated well with fine-mesh storm-scale model, ARPS. Moisture band at 850 hPa appeared along the Changma Front in the area of China through central Korea passed Yellow Sea. Also the low-level jet at 700 hPa existed in the Yellow Sea through central Korea and they together offered favorable condition to induce heavy rainfall in that area. The convective activities developed to a meso-scale convective system were observed at near the Yangtze River and moved to the central Korean Peninsula. Furthermore, the intrusion of warm and moist air, origninated from typhoon, into the Asia Continent might result in heavy rainfall formation through redistribution of moisture and heat. In the vertical circulation, the heavy rainfall was formed between the upper- and low-level jets, especially, the entrance region of the upper-level jet above the exit the region of the low-level jet. The low level convergence, the upper level divergence and the strong vertical wind were organized to the very north of the low level jet and concentrated on tens to hundreds km horizontal distance. These result represent the upper- and low-level jets are one of the most important reasons on the formation of heavy precipitation.

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Effect of Hydro-meteorological and Surface Conditions on Variations in the Frequency of Asian Dust Events

  • Ryu, Jae-Hyun;Hong, Sungwook;Lyu, Sang Jin;Chung, Chu-Yong;Shi, Inchul;Cho, Jaeil
    • 대한원격탐사학회지
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    • 제34권1호
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    • pp.25-43
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    • 2018
  • The effects of hydro-meteorological and surface variables on the frequency of Asian dust events (FAE) were investigated using ground station and satellite-based data. Present weather codes 7, 8, and 9 derived from surface synoptic observations (SYNOP)were used for counting FAE. Surface wind speed (SWS), air temperature (Ta), relative humidity (RH), and precipitation were analyzed as hydro-meteorological variables for FAE. The Normalized Difference Vegetation Index (NDVI), land surface temperature (LST), and snow cover fraction (SCF) were used to consider the effects of surface variables on FAE. The relationships between FAE and hydro-meteorological variables were analyzed using Z-score and empirical orthogonal function (EOF) analysis. Although all variables expressed the change of FAE, the degrees of expression were different. SWS, LST, and Ta (indices applicable when Z-score was < 0) explained about 63.01, 58.00, and 56.17% of the FAE,respectively. For NDVI, precipitation, and RH, Asian dust events occurred with a frequency of about 55.38, 67.37, and 62.87% when the Z-scores were > 0. EOF analysis for the FAE showed the seasonal cycle, change pattern, and surface influences related to dryness condition for the FAE. The intensity of SWS was the main cause for change of FAE, but surface variables such as LST, SCF, and NDVI also were expressed because wet surface conditions suppress FAE. These results demonstrate that not only SWS and precipitation, but also surface variables, are important and useful precursors for monitoring Asian dust events.

지하수위 자료를 이용한 제주도 지하수계의 가뭄 영향 평가 (Evaluation of Drought Effect on Groundwater System using Groundwater Level Data in Jeju Island)

  • 송성호;이병선;최광준;김진성;김기표
    • 한국환경과학회지
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    • 제23권4호
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    • pp.637-647
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    • 2014
  • Quantitative assessment of groundwater level change under extreme event is important since groundwater system is directly affected by drought. Substantially, groundwater level fluctuation reveals to be delayed from several hours to few months after raining according to the aquifer characteristics. Groundwater system in Jeju Island would be also affected by drought and almost all regions were suffered from a severe drought during summer season (July to September) in 2013. To estimate the effect of precipitation to groundwater system, monthly mean groundwater levels in 2013 compared to those in the past from 48 monitoring wells belong to be largely affected by rainfall(Dr) over Jeju Island were analyzed. Mean groundwater levels during summer season recorded 100 mm lowered of precipitation compared to the past 30 years became decreased to range from 2.63 m to 5.42 m in southern region compared to the past and continued to December. These decreasing trends are also found in western(from -1.21 m to -4.06 m), eastern(-0.91 m to -3.24 m), and northern region(from 0.58 m to -4.02 m), respectively. Moreover, the response of groundwater level from drought turned out to be -3.80 m in August after delaying about one month. Therefore, severe drought in 2013 played an important role on groundwater system in Jeju Island and the effect of drought for groundwater level fluctuation was higher in southern region than other ones according to the regional difference of precipitation decrease.

Satellite-based Rainfall for Water Resources Application

  • Supattra, Visessri;Piyatida, Ruangrassamee;Teerawat, Ramindra
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2017년도 학술발표회
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    • pp.188-188
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    • 2017
  • Rainfall is an important input to hydrological models. The accuracy of hydrological studies for water resources and floods management depend primarily on the estimation of rainfall. Thailand is among the countries that have regularly affected by floods. Flood forecasting and warning are necessary to prevent or mitigate loss and damage. Merging near real time satellite-based precipitation estimation with relatively high spatial and temporal resolutions to ground gauged precipitation data could contribute to reducing uncertainty and increasing efficiency for flood forecasting application. This study tested the applicability of satellite-based rainfall for water resources management and flood forecasting. The objectives of the study are to assess uncertainty associated with satellite-based rainfall estimation, to perform bias correction for satellite-based rainfall products, and to evaluate the performance of the bias-corrected rainfall data for the prediction of flood events. This study was conducted using a case study of Thai catchments including the Chao Phraya, northeastern (Chi and Mun catchments), and the eastern catchments for the period of 2006-2015. Data used in the study included daily rainfall from ground gauges, telegauges, and near real time satellite-based rainfall products from TRMM, GSMaP and PERSIANN CCS. Uncertainty in satellite-based precipitation estimation was assessed using a set of indicators describing the capability to detect rainfall event and efficiency to capture rainfall pattern and amount. The results suggested that TRMM, GSMaP and PERSIANN CCS are potentially able to improve flood forecast especially after the process of bias correction. Recommendations for further study include extending the scope of the study from regional to national level, testing the model at finer spatial and temporal resolutions and assessing other bias correction methods.

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북동 기류와 관련된 영동해안 지역의 대설 사례에 대한 WRF수치모의 연구 (A Numerical Simulation Study Using WRF of a Heavy Snowfall Event in the Yeongdong Coastal Area in Relation to the Northeasterly)

  • 이재규;김유진
    • 대기
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    • 제18권4호
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    • pp.339-354
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    • 2008
  • A numerical simulation of a heavy snowfall event that occurred 13 January 2008 along the Yeongdong coastal area, was performed using WRF (Weather Research and Forecasting) in order to reveal mesoscale structures and to construct a conceptual model showing the meteorological background that caused the large difference in snowfall amounts between the Yeongdong mountain area and the Yeongdong coastal area. The simulation results matched well with various observations such as corresponding 12h-accumulated observed precipitation, surface wind obscrvation, radar echoes, and satellite infrared images. The simulation and the observations showed that the scale of the event was of meso - $\beta$ and meso - $\gamma$ scale. The simulation represented well the mesoscale process causing the large difference in snowfall amounts in the two areas. First, wind flow was kept, to a certain extent, from crossing the mountains due to the blocking effect of the low Froude number (~1). The northeast flow over the adjaccnt sea tumcd northwest as it approachcd the mountains, where it was trapped, allowing so-called cold air damming. Second, a strong convergence area formed where the cold northwest flow along the Yeongdong coastal area and the relatively warm and moist northeast flow advecting toward the coast met, supporting the fonllation of a coastal front. Thus, the vertical motion was strongest over the front located near the coast, leading to the heavy snowfall there rather than in the remote mountain area.