• 제목/요약/키워드: annual maximum rainfall

검색결과 169건 처리시간 0.03초

구속 다중선형회귀 모형을 이용한 기후변화에 따른 농작물 홍수 피해 면적 분석 (Analysis of the Crop Damage Area Related to Flood by Climate Change Using a Constrained Multiple Linear Regression Model)

  • 김묘정;김광섭
    • 한국농공학회논문집
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    • 제62권2호
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    • pp.1-15
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    • 2020
  • In this study, the characteristics of crop damage area by flooding for 113 middle range watersheds during 2000-2016 were analyzed and future crop damage area by flooding were analyzed using 13 GCM outputs such as hourly maximum rainfall, 10-min maximum rainfall, number of days of 80 mm/day, daily rainfall maximum, annual rainfall amount associated with RCP 4.5 and RCP 8.5 scenarios and watershed characteristic data such as DEM, urbanization ratio, population density, asset density, road improvement ratio, river improvement ratio, drainage system improvement ratio, pumping capacity, detention basin capacity, and crop damage area by flooding. A constrained multiple linear regression model was used to construct the relationships between the crop damage area by flooding and other variables. Future flood index related to crop damage may mainly increase in the Mankyung watershed, Southwest part of Youngsan and Sumjin river basin and Southern part of Nackdong river basin. Results are useful to identify watersheds which need to establish strategies for responding to future flood damage.

기후변화에 따른 강수 특성 변화 분석을 위한 대규모 기후 앙상블 모의자료 적용 (Application of the Large-scale Climate Ensemble Simulations to Analysis on Changes of Precipitation Trend Caused by Global Climate Change)

  • 김영규;손민우
    • 대기
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    • 제32권1호
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    • pp.1-15
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    • 2022
  • Recently, Japan's Meteorological Research Institute presented the d4PDF database (Database for Policy Decision-Making for Future Climate Change, d4PDF) through large-scale climate ensemble simulations to overcome uncertainty arising from variability when the general circulation model represents extreme-scale precipitation. In this study, the change of precipitation characteristics between the historical and future climate conditions in the Yongdam-dam basin was analyzed using the d4PDF data. The result shows that annual mean precipitation and seasonal mean precipitation increased by more than 10% in future climate conditions. This study also performed an analysis on the change of the return period rainfall. The annual maximum daily rainfall was extracted for each climatic condition, and the rainfall with each return period was estimated. In this process, we represent the extreme-scale rainfall corresponding to a very long return period without any statistical model and method as the d4PDF provides rainfall data during 3,000 years for historical climate conditions and during 5,400 years for future climate conditions. The rainfall with a 50-year return period under future climate conditions exceeded the rainfall with a 100-year return period under historical climate conditions. Consequently, in future climate conditions, the magnitude of rainfall increased at the same return period and, the return period decreased at the same magnitude of rainfall. In this study, by using the d4PDF data, it was possible to analyze the change in extreme magnitude of rainfall.

남사천 하류지역 홍수피해 분석 (The Analysis for Flood Damage on Nam-sa Down Stream Region)

  • 김가현;이영대;서진호;민일규
    • 한국환경과학회지
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    • 제10권3호
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    • pp.217-223
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    • 2001
  • Where no records are available at a site, a preliminary estimate may be made from relations between floods and catchment chatacteristics. A number of these chatacteristics were chosen for testing and were measured for those catchments where mean annual flood estimates were available. Although the improvement using extended data in regression of flood estimates on catchment characteristics was small, this may be due to the limitations of the regression model. When an individual short term record is to be extended, more detailed attention can be given; an example is presented of the technique which should be adopted in practice, particularly when a short term record covers a period which is known to be biassed. A method of extending the peaks over a threshold series is presented with a numerical example. The extension of records directly from rainfall by means of a conceptual model is discussed, although the application of such methods is likely to be limited by lack of recording raingauge information. Methods of combining information from various sources are discussed in terms of information from catchment characteristics supplemented by records. but are generally applicable to different sources of information. The application of this technique to estimating the probable maximum flood requires more conservative assumptions about the antecedent condition, storm profile and unit hydrograph. It is suggested that the profile and catchment wetness index at the start of the design duration should be based on the assumption that the estimated maximum rainfall occurs in all durations centered on the storm peak.

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강원지역의 최대연속강우량에 의한 산사태 발생가능성 평가 (An Evaluation of Landslide Probability by Maximum Continuous Rainfall in Gangwon, Korea)

  • 양인태;박재국;전우현;천기선
    • 대한공간정보학회지
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    • 제15권4호
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    • pp.11-20
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    • 2007
  • 우리나라의 자연재해는 기상학적 자연현상에 의해 주로 발생되고 있다. 자연재해는 태풍, 호우, 재설, 우박, 해일, 지진 등의 발생 원인에 의한 것이며, 발생빈도가 가장 높은 것은 강우에 의한 재해로 전체 재해발생 원인 중 약 80%를 차지하고 있다. 특히 산사태와 관련된 자연재해(사면붕괴, 옹벽붕괴, 매몰 등)는 최근 국지성 집중호우를 포함하여 호우의 집중강도가 높아지는 등 기상학적 원인에 의해 매년 발생하고 있다. 따라서 우리나라에서 발생되는 산사태의 특성을 강우특성에 따라 분석할 필요가 있으며, 이에 적합한 대책들이 더욱 필요하다. 이 연구에서는 지리정보시스템을 이용하여 강원지역을 대상으로 산사태 유발인자와 각 지역의 최대연속강우량을 고려한 산사태 잠재가능성을 평가하였고, 산사태 취약지역을 분석하여 지역적인 강우특성을 고려한 산사태 가능성지의 분포를 확인하였다.

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토사 적체에 따른 우수관의 성능불능확률 (Probability of performance failure of storm sewer according to accumulation of debris)

  • 권혁재
    • 상하수도학회지
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    • 제24권5호
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    • pp.509-517
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    • 2010
  • Statistical distribution of annual maximum rainfall intensity of 18 cities in Korea was analyzed and applied to the reliability model which can calculate the probability of performance failure of storm sewer. After the analysis, it was found that distribution of annual maximum rainfall intensity of 18 cities in Korea is well matched with Gumbel distribution. Rational equation was used to estimate the load and Manning's equation was used to estimate the capacity in reliability function to calculate the probability of performance failure of storm sewer. Reliability analysis was performed by developed model applying to the real storm sewer. It was found that probability of performance failure is abruptly increased if the diameter is smaller than certain size. Therefore, cleaning the inside of storm sewer to maintain the original diameter can be one of the best ways to reduce the probability of performance failure. In the present study, probability of performance failure according to accumulation of debris in storm sewer was calculated. It was found that increasing the amount of debris seriously decrease the capacity of storm sewer and significantly increase the probability of performance failure.

홍수특성과 지하공간침수의 관계 검토 (Relationship between Flood Characteristics and Underground Inundation)

  • 이대영;이건행;경민수;김형수
    • 한국방재학회:학술대회논문집
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    • 한국방재학회 2007년도 정기총회 및 학술발표대회
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    • pp.367-370
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    • 2007
  • In recent, the utilization of underground in urban area is increased as subway, store, and others but we have done a few studies for the inundation of underground due to flooding. So, we investigate the examples of underground inundation and the causes of inundation for flood events. And the relationship between flood characteristics and underground inundation is analyzed through the frequency of rainfall which is made by annual multi maximum series. As a result, most of underground is inundated by high frequency of rainfall. And there are some cases that the underground is inundated by low frequency of rainfall because of poor drainage system and characteristics of location.

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고차확률가중모멘트에 의한 극치강우의 빈도분석 (Frequency Analysis of Extreme Rainfall using Higher Probability Weighted Moments)

  • 이순혁;맹승진;류경식;김병준
    • 한국농공학회:학술대회논문집
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    • 한국농공학회 2003년도 학술발표논문집
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    • pp.511-514
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    • 2003
  • This study was conducted to estimate the design rainfall by the determination of best fitting order for Higher Probability Weighted Moments of the annual maximum series according to consecutive duration at sixty-five rainfall stations in Korea. Design rainfalls were obtained by generalized extreme value distribution which was selected to be suitable distribution in 4 applied distributions and by L, L1, L2, L3 and L4-moment. The best fitting order for Higher Probability Weighted Moments was determined with the confidence analysis of estimated design rainfall.

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기후변화에 따른 주요 도시의 하수도 침수 재현기간 예측 (Prediction of Return Periods of Sewer Flooding Due to Climate Change in Major Cities)

  • 박규홍;유순유;뱜바도지 엘베자르갈
    • 상하수도학회지
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    • 제30권1호
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    • pp.41-49
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    • 2016
  • In this study, rainfall characteristics with stationary and non-stationary perspectives were analyzed using generalized extreme value (GEV) distribution and Gumbel distribution models with rainfall data collected in major cities of Korea to reevaluate the return period of sewer flooding in those cities. As a result, the probable rainfall for GEV and Gumbel distribution in non-stationary state both increased with time(t), compared to the stationary probable rainfall. Considering the reliability of ${\xi}_1$, a variable reflecting the increase of storm events due to climate change, the reliability of the rainfall duration for Seoul, Daegu, and Gwangju in the GEV distribution was over 90%, indicating that the probability of rainfall increase was high. As for the Gumbel distribution, Wonju, Daegu, and Gwangju showed the higher reliability while Daejeon showed the lower reliability than the other cities. In addition, application of the maximum annual rainfall change rate (${\xi}_1{\cdot}t$) to the location parameter made possible the prediction of return period by time, therefore leading to the evaluation of design recurrence interval.

임계수준 방법을 이용한 물 부족량-지속기간-빈도 곡선의 제안 및 적용 (Proposal and Application of Water Deficit-Duration-Frequency Curve using Threshold Level Method)

  • 성장현;정은성
    • 한국수자원학회논문집
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    • 제47권11호
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    • pp.997-1005
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    • 2014
  • 본 연구에서는 연 최저 유입량과 연 최대 부족량 자료를 이용하여 수문학적 가뭄을 평가하였고, 수자원 시설의 계획 및 관리에 이용할 수 있도록 물 부족량-지속기간-빈도 곡선을 제안하였다. 연 최저 유입량 분석결과, 대부분의 지속기간에서 1989년, 1996년 수문학적 가뭄의 재현기간이 가장 길었다. 연 최대 부족량 분석결과, 비교적 짧은 지속기간인 60일, 90일 부족량의 재현기간은 1982년에서 약 35년으로 가장 길게 나타났으며, 길게 지속되었던 수문학적 가뭄은 1995년으로 재현기간은 약 20년이었다. 가뭄은 크기와 함께 지속기간도 주요한 변수이지만 연 최저 유입량을 이용한 방법은 지속기간을 구분하지 못한다는 단점이 확인되었다.

금강유역(錦江流域) 주요지점(主要地点)의 제(諸) 수문량(水文量)에 관(關)한 연구(硏究)(I) (Studies on the Some Hydrological Quantities of Principal Locations in the Basin of Geum River(I))

  • 안병기;조성섭
    • 농업과학연구
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    • 제2권1호
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    • pp.281-300
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    • 1975
  • 1. 금강유역(錦江流域)의 평균년강수량(平均年降水量)은 1203.0mm이고, 면적강수량(面積降水量)을 산출(算出)할 때 많이 사용(使用)하는 Thiessen법(法)의 Areal weight는 표(表)-과 같다. 2. 최대연강수량(最大年降水量)은 1501~2000mm인 곳이 24개관측소중(個觀測所中)며 17개소(個所)나 되어 가장 많은 71%이고, 나머지는 1500mm이하(以下)인 곳이 3개소(個所)이며, 2001mm이상(以上)인 곳은 4개소(個所)이다. 3. 최대일강우량(最大日降雨量)은 201~300mm인 곳이 15개소(個所)로 가장 많은 63%의 분포(分布)이다. 4. 최대(最大)2일간연속강우량(日間連續降雨量)은 300mm를 중심(中心)으로 전후(前後) 각각 50%씩 분포(分布)된다. 5. 최대(最大)3일간연속강우량(日間連續降雨量)은 301~400mm인 곳이 15개소(個所)로 63%의 분포(分布)이며 이는 최대일강우량(最大日降雨量)보다 100mm가 더 많은 강우량(降雨量)이다. 6. 최대연속강우량(最大連續降雨量)은 401~600mm인 곳이 14개소(個所)로 가장 많은 58%의 분포(分布)이며 이는 최대일강우량(最大日降雨量)보다 200mm가 더 많은 강우량(降雨量)이다. 7. 확률일강우량(確率日降雨量)은 표(表)-5와 같고, 무주(茂朱)를 중심(中心)으로한 대청(大淸)댐유역(流域)의 확률일강우량(確率日降雨量)이 가장 많으며, 다음으로는 강경(江景) 공주(公州) 및 부여(扶餘)를 연결(連結)하는 지방(地方)이 다우(多雨)인 편(便)이다. 8. 6월(月)1일(日)부터 9월(月)10일(日)까지 100일간(日間)의 논벼 관개기간중(灌漑期間中)의 강우량(降雨量)은 601~800mm 인 곳이 16개소(開所)로 76%의 분포(分布)이며 이는 표(表)-6과 같다. 9. 유효우량(有效雨量)은 501~600mm인 곳이 15개소(個所) 71%의 분포(分布)이며, 유효율(有效率)은 66~75%인 곳이 13개소(個所)로 62%의 비율(比率)이고, 다음으로는 76~85%인 곳이 7개소(個所)로 33%의 비율(比率)이다. 10. 확률유효우량(確率有效雨量)은 각 지방(地方)의 연평균유효우량(年平均有效雨量)은 보다 100mm정도(程度)씩 적고, 301~500mm인 곳이 14개소(個所)로 67%의 분포(分布)이다. 11. 갈수년도(渴水年度)는 유역내(流域內)를 총괄적(總括的) 동일(同一)하게 지정(指定)할수 없다고 여겨진다. 12. 금강유역(錦江流域)의 s/S는 0.53~0.74로 되어 수자원면(水資源面)에서 비교적(比較的) 안정(安定) 편(便)이다.

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