• 제목/요약/키워드: rainfall event

검색결과 535건 처리시간 0.026초

산지하천의 집중강우에 따른 유출특성에 관한 연구 (The Runoff Characteristics due to Heavy Rainfall in Mountainous River)

  • 강상혁;최종인;박종영
    • Spatial Information Research
    • /
    • 제15권2호
    • /
    • pp.159-167
    • /
    • 2007
  • 본 연구에서는 현재 홍수설계에 적용되고 있는 Huff 방법이 집중호우사상에까지 확장 적용될 가능성이 있는지를 확인하고자 하였다. 이를 위해 2006년 7월 집중강우가 발생한 평창 오대천 유역을 중심으로 집중강우에 의한 실측 강우량과 이를 Huff방법에 의해 설계 강우량으로 환산하고 유출량을 산출하고 또한 홍수위로 환산하여 흔적수위와 비교하였다. 비교 결과 설계강우에 의해 산출된 홍수량은 실제 발생했던 실제 집중강우를 적용하였을 경우의 첨두홍수량에 비해 1/2정도에 불과한 작은 값을 보였다. 또한 실제 집중호우에 의해 발생한 홍수량은 단시간에 발생한 강우사상임에도 불구하고 적용대상유역의 150년 빈도 홍수량에 근접하는 것으로 나타났다.

  • PDF

Bias-correction of Dual Polarization Radar rainfall using Convolutional Autoencoder

  • Jung, Sungho;Le, Xuan Hien;Oh, Sungryul;Kim, Jeongyup;Lee, GiHa
    • 한국수자원학회:학술대회논문집
    • /
    • 한국수자원학회 2020년도 학술발표회
    • /
    • pp.166-166
    • /
    • 2020
  • Recently, As the frequency of localized heavy rains increases, the use of high-resolution radar data is increasing. The produced radar rainfall has still gaps of spatial and temporal compared to gauge observation rainfall, and in many studies, various statistical techniques are performed for correct rainfall. In this study, the precipitation correction of the S-band Dual Polarization radar in use in the flood forecast was performed using the ConvAE algorithm, one of the Convolutional Neural Network. The ConvAE model was trained based on radar data sets having a 10-min temporal resolution: radar rainfall data, gauge rainfall data for 790minutes(July 2017 in Cheongju flood event). As a result of the validation of corrected radar rainfall were reduced gaps compared to gauge rainfall and the spatial correction was also performed. Therefore, it is judged that the corrected radar rainfall using ConvAE will increase the reliability of the gridded rainfall data used in various physically-based distributed hydrodynamic models.

  • PDF

종관규모 기압능이 한반도를 덮고 있는 기간에 중부지방에서 나타난 호우의 발생 원인 (A Study of a Heavy Rainfall Event in the Middle Korean Peninsula in a Situation of a Synoptic-Scale Ridge Over the Korean Peninsula)

  • 김아현;이태영
    • 대기
    • /
    • 제26권4호
    • /
    • pp.577-598
    • /
    • 2016
  • Observational and numerical studies have been carried out to understand the cause and development processes of the heavy rainfall over the middle Korean Peninsula during 0300 LST-1500 LST 29 June 2011 (LST = UTC + 0900). The heavy rainfall event occurred as the synoptic-scale ridge extended from Western Pacific Subtropical High (WPSH) was maintained over East Asia. Observational analysis indicates that the heavy rainfall is mainly due to scattered convective systems, formed over the Yellow Sea, traveling northeastward across the middle peninsula without further organization into larger systems during 0300 LST-0800 LST, and mesoscale convective systems (MCSs) over the Yellow Sea, transformed into a squall line, traveling eastward during 0800 LST-1500 LST. Organization of convective systems into MCSs can be found over the area of mesoscale trough and convergence zone in the northern end of the low-level jet (LLJ) after 0600 LST. Both observational and numerical investigations indicate that a strong LLJ extended from the East China Sea to the Yellow Sea plays an essential role for the occurrence of heavy rainfall. The strong LLJ develops in between the WPSH and a pressure trough over eastern China. Numerical experiments indicate that the land-sea contrast of solar heating of surface and latent heating due to convective developments are the major factors for the development of the pressure trough in eastern China. Numerical study has also revealed that the mountainous terrain including the mountain complex in the northern Korean Peninsula contributes to the increase of rainfall amount in the middle part of the peninsula.

평지 전작 유출수의 수문·수질 특성 모니터링 (Monitoring the Hydrologic Water Quality Characteristics of Discharge from a Flat Upland Field)

  • 박찬우;오찬성;최순군;나채인;황세운
    • 한국농공학회논문집
    • /
    • 제62권3호
    • /
    • pp.109-121
    • /
    • 2020
  • Converting the agricultural land-use of rice field to upland has been increasingly conducted as farmers encourages themselves to grow higher value-added crops on rice fields under the policy support. Comparing to rice field, Upland shows different characteristic of discharge due to the slope, scale, and shape of field and characteristics of rainfall event. In this study, we designed the experiment fields reflecting flat-upland characteristics with different land scale, and tried to collect the discharge and load data. Soybeans and corn were selected as target crops considering the possibility of large-scale cultivation and crop demand. The cultivation was conducted during the growth period in 2019 with 3 different field scales. Hence, we have collected the discharge data from 17 rainfall events and the load data for 8 rainfall events. As a result, the magnitude of rainfall events and the discharge duration were found to have a strong positive correlation and field discharge occurred during the period by 55% to 83% of rainfall duration. Besides we found other relationships and characteristics of rainfall event, discharge, and pollutant load and also pointed out that continuous monitoring and more data are required to derive statistically significant results. Compared with slope-field monitoring data obtained from the precedent research, the runoff ratio of the flat-fields was significantly lower than slope-fields. Overall the discharge in the slop and flat-fields shows appreciably different characteristics so that the related researches need to be further conducted to reasonably assess environmental impact of agricultural activities at flat-field.

농촌유역의 강우사상별 농업 비점원오염물질 유출특성 (Characteristics of Agricultural Non-point Source Pollutants by Rainfall Events in Rural Watersheds)

  • 김진호;한국헌;이종식
    • 한국물환경학회지
    • /
    • 제24권1호
    • /
    • pp.69-77
    • /
    • 2008
  • This study was conducted to know the characteristics of agricultural non-point source pollutants runoff by rainfall events at the upper catchment of Goseong reservoir in Gonjy city, Chungnam Province. For this study, the monitoring sites of the research catchment were set nineteen during the research period (between June 2005 and October 2006). Average runoff coefficient were observed 0.51 in 2005, 0.71 in 2006, respectively. The correlation coefficient (r) between the rainfall and peak-flow was investigated 0.787. By rainfall events, the water quality of the sites were shown like this : BOD 0.555~9.60 mg/L, T-N 0.01~13.50 mg/L, T-P 0.002~2.952 mg/L, and SS N.D~820.0 mg/L. The strong rainfall intensity was the most important factor of the soil erosion. The gabs of the arithmetic mean concentrations and the flow weighted mean concentrations were observed as the followings : BOD 0.0~29.2%, T-N 0.1~11.4%, T-P 0.4~95.2%, and SS 1.7~57.0% in 2005, and BOD 1.0~11.9%, T-N 0.7~7.3%, T-P 9.9~36.5%, and SS 6.6~36.5% in 2006, respectively. The BOD pollution load was 2,117 kg (36% of the total BOD loading of survey periods) while, T-N was 3,209.0 kg (27.9% of the total T-N loading of survey periods), T-P was 136.4 kg (37.4% of the total T-P loading of survey periods) and SS was 72,733.8 kg (51.8% of the total SS loading of survey periods) in the year 2005. In case of 2006, BOD load was 1,321.7, T-N was 2,845.8, T-P was 42.9, and SS was 16,275.8 kg, respectively.

다방향 흐름 분배와 실시간 보정 알고리듬을 이용한 분포형 강우-유출 모형 개발(II) - 적용 - (Development of Distributed Rainfall-Runoff Model Using Multi-Directional Flow Allocation and Real-Time Updating Algorithm (II) - Application -)

  • 김극수;한건연;김광섭
    • 한국수자원학회논문집
    • /
    • 제42권3호
    • /
    • pp.259-270
    • /
    • 2009
  • 본 연구에서는 다방향 흐름 분배 알고리듬과 실시간 유출 보정 알고리듬을 이용하여 개발한 분포형 강우 유출모형의 실제 유역에 대한 적용성을 평가하였다. 안동댐과 남강댐 유역에 대해 각각 우량계 관측자료와 레이더 관측 우량자료를 이용하여 분포형 강우-유출 모의를 수행하였다. 이전의 호우사상에 대한 유역 매개변수 보정 실시 후 보정된 매개변수를 이용하여 다른 호우사상에 대해 모형을 적용하였다. 안동댐 유역에 대해 흐름 군집화 결과를 제시함으로써 다방향 흐름 분배 알고리듬의 흐름추적에 대한 물리적 타당성을 입증하였다. 다방향 흐름 분배 알고리듬을 이용하여 정확도를 유지하면서 계산소요시간 단축이 이루어졌으며 실시간 유출 보정 알고리듬의 적용을 통해 좀 더 향상된 정확도를 갖는 결과가 도출되었다. 본 연구에서 개선된 유역 홍수관리를 위한 분포형 강우 유출 모형의 활용가능성을 제시하였다.

다중 강우사상을 반영한 DDS 알고리즘 기반 단일사상 강우-유출모형 매개변수 최적화 기법 (Multi parameter optimization framework of an event-based rainfall-runoff model with the use of multiple rainfall events based on DDS algorithm)

  • 유재웅;오세청;이백;권현한
    • 한국수자원학회논문집
    • /
    • 제55권11호
    • /
    • pp.887-901
    • /
    • 2022
  • 개별 강우-유출 사상을 대상으로 최적 매개변수를 산정하는 경우 사상별로 매개변수가 서로 다르며 물리적인 범위를 중심으로 변동성이 커 유역의 대표 매개변수를 결정하는데 어려움이 있다. 매개변수 추정 시 변동성 증가는 강우의 시공간적 변동성과 함께, 유역 내 일부 홍수량 산정지점 기준으로 강우-유출 자료만이 이용 가능하여 매개변수의 식별성(identifiability)이 매우 낮다. 추정되는 매개변수의 변동성 확대에 따른 문제점을 개선하기 위하여, 본 연구에서는 다수의 사상들을 동시에 고려한 매개변수 최적화 방법을 제안하였으며, NSE를 목적함수로 하여 매개변수를 최적화하였다. 개별 사상들을 통합적으로 고려하여 최적매개변수를 산정하는 경우 매개변수의 물리적인 특성을 유지함과 동시에 유역의 공동 매개변수 효율적으로 추정이 가능하였다. 개별 매개변수와 공통 매개변수 NSE의 차이가 최대 0.08 정도를 나타내며, 홍수량 재현 측면에서도 개별적으로 최적화를 수행한 경우와 유사하거나 보다 개선된 결과를 확인할 수 있었다.

시공간적으로 편중된 강우에 의한 홍수사상 수치모의 - 2017년 8월 17일 청계천 홍수사상을 대상으로 (Numerical Simulation of the Flood Event Induced Temporally and Spatially Concentrated Rainfall - On August 17, 2017, the Flood Event of Cheonggyecheon)

  • 안정환;정창삼
    • 한국방재안전학회논문집
    • /
    • 제11권2호
    • /
    • pp.45-52
    • /
    • 2018
  • 본 연구는 2017년 8월 17일 청계천에서 발생한 시민고립사고의 원인을 규명하고, 고밀도 기상관측망의 관측자료를 이용하여 안전한 도시하천 관리 방안을 제시한 연구이다. SK 텔레콤 기지국에 설치된 고밀도 기상관측망인 SK techx와 상대적으로 공간적 밀도가 낮은 기상청 AWS의 사고 당일 강우자료를 도시유출모형에 적용하여 당시 상황을 모의하였다. 사고원인 중 하나로 가정한 CSO 관로 내 체수현상을 구현하여 수치모의한 결과, 기상청 AWS에서 계측된 강우량은 사고를 발생시키지 않았다. 하지만 실제 현상과 더 유사한 고밀도 기상관측망인 SK techx의 강우자료를 적용했을 때는 당일 발생한 사고와 유사한 결과가 나타났다. 이는 낮은 공간 밀도인 기상청 AWS는 청계천에서 일어나는 실제현상을 예측할 수 없고, 안전한 하천관리르 위해 고밀도 기상관측소가 필요하다는 것을 의미한다. 또한 CSO 관로 내 체수 유무를 독립변수로 수치 모의한 결과 비우당교의 CSO 관로 내 체수가 사고의 직접적인 원인으로 분석되었다.

The effect of Combined Sewer Overflows on river's water quality

  • Bae, Hun Kyun
    • Membrane and Water Treatment
    • /
    • 제11권1호
    • /
    • pp.49-57
    • /
    • 2020
  • The effect of Combined Sewer Overflow on the river system was investigated throughout three preliminary field tests and three main ones. As a result of the study, Combined Sewer Overflow did not affect water qualities on the main stream since the concentration of the main stream did not significantly changed during rainfall events although the water quality of tributaries has rapidly deteriorated due to the influence of the Combined Sewer Overflow during rainfall events. The main cause of the result is that the flow rate of the tributaries is considerably lower than that of the main stream, so that the tributaries with deteriorated water quality during rainfall events did not significantly affect the quality of the actual main stream. Therefore, the water quality of the Kumho River is more affected by the wastewater treatment facilities that discharges water continuously to the main stream than pollutants from non-point pollution sources during rainfall events. As a result, managements for discharges from wastewater treatment facilities should be strengthened in order to improve the water quality of the river.

유성지역 소유역에서 추적자(Cl)를 이용한 강우사상에 따른 지표수로부터 기저유출의 분리

  • 조성현;하규철;고동찬;조민조;송무영
    • 한국지하수토양환경학회:학술대회논문집
    • /
    • 한국지하수토양환경학회 2005년도 총회 및 춘계학술발표회
    • /
    • pp.352-358
    • /
    • 2005
  • This study aims to separate hydrograph into baseflow and event water to calculate baseflow rate during a rainfall in small catchments, Yuseong, Daejeon, The hydrograph of stream during a period with no excess rainfall will decay. The discharge is composed entirely of groundwater contributions. During the period, the Cl concentration of the stream water can be regarded as being in equilibrium with that of the groundwater. Using Cl as a conservative tracer, two-component hydrograph separations were performed from end point of the period to next end point. The required data were obtained by monitoring of the surface water table, along with discharge rate of stream. Cl concentration of rainfall, surface water were measured and recorded. Hydrograph separation, a mixing model using chemical tracer is applied to chemical hydrograph separation technique. These results show that baseflow rates are 31.6% of rainfall in the catchments during study period.

  • PDF