• Title/Summary/Keyword: flood disaster

Search Result 619, Processing Time 0.027 seconds

A Case Study for the Determination of Time Distribution of Frequency Based Rainfall (확률강우의 적정시간분포 결정에 관한 연구)

  • Lee, Jeong Ki;Kim, Hung Soo;Kang, In Joo
    • Journal of Wetlands Research
    • /
    • v.6 no.3
    • /
    • pp.71-81
    • /
    • 2004
  • In recent, the heavy rainfall is frequently occurred and the damage tends to be increased. So, more careful hydrologic analysis is required for the designs of the hydraulic or disaster prevention structures. The time distribution of a rainfall is one of the important factors for the estimation of peak flow in hydrologic and hydraulic designs. This study is to suggest a methodology for the estimation of a rainfall time distribution which can reflect the meteorologic and topographical characteristics of Daejeon area. We collect the 34 years' rainfall data recorded in the range of 1969 to 2002 for Daejeon area and we performed the rainfall analysis with the data in between May and October of each year. According to the Huff method, the collected data corresponds to the first quartile which the rainfall is concentrated in the primary stage but the suggested method shows the different rainfall distribution with the Huff method in time. The reason is that the Huff method determines the quartile in each storm event while the suggested one determines it by estimating the dimensionless distribution of rainfall in duration after the accumulation of rainfall in time. The rainfall distributions estimated by two methodologies were applied to the Gabcheon basin in Daejeon area for the estimation of flood flow. Here we use the SCS method for the effective rainfall and unit hydrograph for the flood discharge. As the results, the peak flow for 24-hour of 100-year frequency was estimated as a $3421.20m^3/sec$ by the Huff method and $3493.38m^3/sec$ by the suggested one. We can see the difference of $72.18m^3/sec$ in between two methods and thus we may carefully determine the rainfall time distribution and compute the effective rainfall for the estimation of the peak flow.

  • PDF

Hydraulic Assessment about Correlation of Fluvial Movement and River Bed Form on the Narrow Pass of Channel (하천 협소부에서 하상 이동성과 형태와의 상관성에 관한 하도수리학적 평가)

  • Choi, Ho-Kyun;Kim, Won-Il;Lee, Sam-Hee;Ahn, Won-Sik
    • Journal of Korea Water Resources Association
    • /
    • v.42 no.2
    • /
    • pp.141-148
    • /
    • 2009
  • Each river in each country has peculiar channel characteristics at every section. Korea consists of mountains at the rate of 70%. Due to this, the sections that display unique channel form are scattered. One of the typical features is the narrow pass of channel section that presents in the process of the generation of alluvial channel and deformation channel. Around as this narrow pass of channel, it often comes to be regular flood disaster section. Regardless of this situation, investigations and plans that reflect channel characteristics at the narrow pass of channel have been wholly wanting until now. In accordance with this, we have investigated and analysed hydraulic significance and channel form of the narrow pass of channel in Seonsan in this study. The study has found real minute classification of sediment phenomenon at river bed of low flow channel on investigation section which is sand-bed river, but it was vaguely difficult to conclude that classification of sediment arises from explicit natural force. We were able to assume that the phenomenon comes from gentle bed slope, supply of river bed materials which is nearly uniformity. However, classification of sediment would come from collecting an aggregate rather than natural force. And we found that compound cross section conversion has been developing dramatically with channel form of movable bed section referring to movement which was active before at drainage district of the narrow pass of channel. With this, we could find the phenomenon that river width of low flow channel diminished largely. This kind of situation implies that it may cause compound section weighting, flood dimension decreasing, revetment at low flow channel or the local scour at bottom of levee when extraordinary flood occurs.

Spatio-temporal Variations in the Dynamics and Export of Large Wood in Korean Mountain Streams (우리나라 산지계류에 있어서 유목 동태의 시.공간적 다양성과 그에 따른 유출 특성)

  • Seo, Jung Il;Chun, Kun Woo;Kim, Suk Woo;Im, Sangjun
    • Journal of Korean Society of Forest Science
    • /
    • v.101 no.3
    • /
    • pp.333-343
    • /
    • 2012
  • In-stream large wood (LW) has a critical impact on the geomorphic characteristics relevant to ecosystem management and disaster prevention, yet relatively little is known about variations in its dynamics and subsequent export on the watershed-scale perspective in Korea. Here we review variations in the dynamics and subsequent export of LW as a function of stream size, which is appropriate for Korean mountain streams. In upstream channels with narrow bankfull widths and low stream discharges, a massive amount of LW, resulting from forest dynamics and hillslope processes, may persist for several decades on valley floor. These pieces, however, are eventually transported during infrequent debris flows from small tributaries, as well as peak hydrology in main-stem channels. During the transport, these pieces suffer fragmentation caused by frictions with boulders, and stream bank and bed. Although infrequent, these events can be dominant processes in the export of significant amounts of LW from upstream channel networks. In downstream channels with wide bankfull widths and high stream discharges, LW is dominantly recruited by forest dynamics and bank erosion only at locations where the channel is adjacent to mature riparian forests. With the LW pieces that are supplied from the upstream, these pieces are continuously transported downstream during rainfall events. This leads to further fragmentation of the LW pieces, which increases their transportability. With decreasing stream-bed slope, these floated LW pieces, however, can be stored and form logjams at various depositional sites, which were developed by interaction between channel forms and floodplains. These pieces may decay for decades and be subsequently transported as particulate or dissolved organic materials, resulting in the limitation of LW fluvial export from the systems. However, in Korea, such depositional sites were developed in the extremely limited streams with a large dimension and no flood history for decades, and thus it does not be expected that the reduction of LW export amount, which can be caused by the long-term storage. Our review presents a generalized view of LW processing and is relevant to ecosystem management and disaster prevention for Korean mountain streams.

A study on the derivation and evaluation of flow duration curve (FDC) using deep learning with a long short-term memory (LSTM) networks and soil water assessment tool (SWAT) (LSTM Networks 딥러닝 기법과 SWAT을 이용한 유량지속곡선 도출 및 평가)

  • Choi, Jung-Ryel;An, Sung-Wook;Choi, Jin-Young;Kim, Byung-Sik
    • Journal of Korea Water Resources Association
    • /
    • v.54 no.spc1
    • /
    • pp.1107-1118
    • /
    • 2021
  • Climate change brought on by global warming increased the frequency of flood and drought on the Korean Peninsula, along with the casualties and physical damage resulting therefrom. Preparation and response to these water disasters requires national-level planning for water resource management. In addition, watershed-level management of water resources requires flow duration curves (FDC) derived from continuous data based on long-term observations. Traditionally, in water resource studies, physical rainfall-runoff models are widely used to generate duration curves. However, a number of recent studies explored the use of data-based deep learning techniques for runoff prediction. Physical models produce hydraulically and hydrologically reliable results. However, these models require a high level of understanding and may also take longer to operate. On the other hand, data-based deep-learning techniques offer the benefit if less input data requirement and shorter operation time. However, the relationship between input and output data is processed in a black box, making it impossible to consider hydraulic and hydrological characteristics. This study chose one from each category. For the physical model, this study calculated long-term data without missing data using parameter calibration of the Soil Water Assessment Tool (SWAT), a physical model tested for its applicability in Korea and other countries. The data was used as training data for the Long Short-Term Memory (LSTM) data-based deep learning technique. An anlysis of the time-series data fond that, during the calibration period (2017-18), the Nash-Sutcliffe Efficiency (NSE) and the determinanation coefficient for fit comparison were high at 0.04 and 0.03, respectively, indicating that the SWAT results are superior to the LSTM results. In addition, the annual time-series data from the models were sorted in the descending order, and the resulting flow duration curves were compared with the duration curves based on the observed flow, and the NSE for the SWAT and the LSTM models were 0.95 and 0.91, respectively, and the determination coefficients were 0.96 and 0.92, respectively. The findings indicate that both models yield good performance. Even though the LSTM requires improved simulation accuracy in the low flow sections, the LSTM appears to be widely applicable to calculating flow duration curves for large basins that require longer time for model development and operation due to vast data input, and non-measured basins with insufficient input data.

Analysis of Future Meteorological Drought Index Considering Climate Change in Han-River Basin (기후변화에 따른 한강유역의 기상학적 가뭄지수 분석)

  • Kim, Duckhwan;Hong, Seung Jin;Han, Daegun;Choi, Changhyeon;Kim, Hung Soo
    • Journal of Wetlands Research
    • /
    • v.18 no.4
    • /
    • pp.432-447
    • /
    • 2016
  • The increased frequency of drought and flood due to climate change was a global problem. In particular, drought was recognized as a serious environmental, ecological, social, and economic disaster. Therefore, it is necessary to study the measures to prevent it. In this study, we will estimate the meteorological drought index in the Han River Basin and analyze the impact of climate change on drought. The change of the meteorological drought occurrence due to climate change in the Han River separated by the common drought and severe drought was analyzed using the Representative Concentration Pathways (RCPs) scenarios provided by the Intergovernmental Panel on Climate Change (IPCC). The years 1973 - 2010 were selected for analysis in the current period. Using the scenario, we separated the future period (Target I: 2011 - 2039, Target II: 2040 - 2069, Target III : 2070 - 2099). The number of occurrences of less than -1.0 and -1.5 standard precipitation index were analyzed by SPI 3, 6, 12. Looking at the results, trends in rainfall in the Han River was expected to increase from the current figures, the occurrence of drought is predicted to decline in the future. However, the number of drought occurrence was analyzed to increase toward long-term drought. The number of severe drought occurrences was usually larger than the common drought estimated. Additional studies may be considered in addition to the agricultural drought, hydrological drought, socio-economic drought. This will be done by using efficient water management. The results can be used as a basis for future drought analysis of the Han River.

Large-Scale Slope Stability Analysis Using Climate Change Scenario (2): Analysis of Application Results (기후변화 시나리오를 이용한 광역 사면안정 해석(2): 결과분석)

  • Oh, Sung-Ryul;Lee, Gi-Ha;Choi, Byoung-Seub;Lee, Kun-Hyuk;Kwon, Hyun-Han
    • Journal of the Korean Association of Geographic Information Studies
    • /
    • v.17 no.3
    • /
    • pp.1-19
    • /
    • 2014
  • This study aims to assess the slope stability variation of Jeonbuk drainage areas by RCM model outputs based on A1B climate change scenario and infinite slope stability model based on the previous research by Choi et al.(2013). For a large-scale slope stability analysis, we developed a GIS-based database regarding topographic, geologic and forestry parameters and also calculated daily maximum rainfall for the study period(1971~2100). Then, we assess slope stability variation of the 20 sub-catchments of Jeonbuk under the climate change scenario. The results show that the areal-average value of safety factor was estimated at 1.36(moderately stable) in spite of annual rainfall increase in the future. In addition, 7 sub-catchments became worse and 5 sub-catchments became better than the present period(1971~2000) in terms of safety factor in the future.

Concept and Indicators of Eco-Efficient Water Infrastructure for Asia and the Pacific

  • Lee, Seung-Ho;Kang, Boo-Sik;Hong, Il-Pyo
    • Proceedings of the Korea Water Resources Association Conference
    • /
    • 2009.05a
    • /
    • pp.2169-2175
    • /
    • 2009
  • This research aims to evaluate the concept of eco-efficient water infrastructure and provides a list of case studies in order to help understand the applicability of eco-efficient water infrastructure to Asia and the Pacific. A set of indicators have been explored to assess eco-efficiency in water infrastructure for the region on a micro and macro scale. The core idea of eco-efficiency, 'more value with less impact (on the environment)', has proven to be applicable in management of water infrastructure. The fundamental elements in eco-efficient water infrastructure should encompass physical infrastructure and non-physical infrastructure, which is more needed particularly in Asian countries. The case studies have demonstrated the applicability of the concept of eco-efficient water infrastructure. The Republic of Korea has provided the case of the eco-friendly approaches to enhance dam management and its innovative solutions how to use water more efficiently through state-of-art technologies. The experiences of Singapore are some of the best evidence to establish eco-efficient water infrastructure, for instance, the NEWater project via application of cutting edge technologies (recycled water) and institutional reform in water tariff systems to conserve water as well as enhance water quality. A list of indicators to assess eco-efficiency in water infrastructure have been discussed, and the research presents a myriad of project cases which are good to represent eco-efficiency in water infrastructure, including multipurpose small dams, customized flood defense systems, eco-efficient ground water use, and eco-efficient desalination plants. The study has presented numerous indicators in five different categories: 1) the status of water availability and infrastructure; 2) production and consumption patterns of freshwater; 3) agricultural products and sources of environmental loads; 4) damages from water-caused natural disaster; and 5) urban water supply and sanitation. There are challenges as well as benefits in such indicators, since the indicators should be applied very carefully in accordance with specific socio-economic, political and policy contexts in different countries in Asia and the Pacific Region. The key to success of establishment of eco-efficient water infrastructure in Asia primarily depends on the extent to which each country is committed to balancing its development of physical as well as non-physical water infrastructure. Particularly, it is imperative for Asian countries to transform its policy focus from physical infrastructure to non-physical infrastructure. Such shift will help lead to implementation of sustainable in Asian countries.

  • PDF

Work plan for flood disaster management considering climate changes (기후변화를 고려한 풍수해 재난관리 업무방향)

  • Shim, Kee-Oh;Yoo, Byung-Tae;Park, Kyoung-Ho
    • Proceedings of the Korea Water Resources Association Conference
    • /
    • 2009.05a
    • /
    • pp.337-341
    • /
    • 2009
  • 지구의 평균기온이 지속적으로 상승함에 따라 지구온난화로 인한 기후변화는 지구에 분포되어 있는 극지방의 빙하들을 녹임으로써 지구의 물 순환시스템을 교란시켜 집중호우와 태풍, 가뭄, 낙뢰 등 예측을 불허하는 극한 기상변화를 발생시키고 있다. 기후변화로 인해 바다의 수온이 상승함에 따라 빙하가 녹거나 바닷물이 팽창하여 해수면이 상승하게 되는 바, 1990년 대비 2000년대에 동해바다에서는 상승률이 0.07cm/yr이던것이 0.20cm/yr로 나타났으며, 서해바다에서는 0.14cm/yr이던 것이 0.18cm/yr로 나타났고, 남해바다에서는 0.32cm/yr이던 것이 0.34cm/yr 로 평균상승률이 1990년대에 비해 증가하는 것으로 관측되었다. 본 연구에서는 기후변화로 인한 자연재해 피해를 최소화하기 위해 소방방재청의 현행 업무를 중심으로 재해를 예방하기 위한 풍수해 업무별 추진해야할 연구과제들을 조사 제시하고자 하였다. 기후변화에 따른 재난분야의 정책과 관련된 연구적인 측면의 분야를 제시하기 위하여 최근에 나타난 자연재난 피해현상에 대한 원인 및 대책을 기초로 하여, 재난관리분야에서 추진하고 있는 업무를 계승 발전시킴으로써 기후변화로 인한 피해를 예방 또는 최소화 할 수 있는 방향으로 제시하고자 하였다. 기후변화에 따른 소방방재청의 풍수해 재난관리 분야 종합계획을 제시하기 위해 본 연구에서는 기후변화 관련 최근 국내 외의 동향을 먼저 살펴보았다. 1977년부터 2006년까지 우리나라 최근 30년간의 재해연보에 제시되어 있는 시설물별 피해액을 조사하여 시설물 중 피해액이 많은 순으로 주요피해 시설물을 파악하였다. 여기에서 주요피해 시설물로는 하천, 도로, 소하천, 수리, 농경지, 사방 등의 순으로 나타났다. 이러한 주요시설물에 대한 피해현황을 파악하기 위하여 대규모 풍수해 피해에 대한 현황, 원인분석 및 대책이 제시되어 있는 각종 피해조사 보고서, 연구보고서 및 전문 학술지 기사들을 수집 분석하였으며, 수집된 자료를 토대로 각각의 재해피해현상에 대하여 시설물의 피해현상, 원인 및 대책을 분류하여 분석하고자 한다. 재난관리 분야 중 우수유출저감시설 관련 제시된 업무방향을 보면 침투 저류를 위한 우수유출저감시설의 개발연구, 침수위험지구의 지정기준 등급별 방재대책 방안연구, 유역별 재해위험 저감능력의 평가기준 개발, 단위구역별 우수유출저감시설의 확보기준 연구, 우수유출저감시설의 국내 표준화 방안 연구, 우수유출저감시설 설치자에 대한 인센티브 도입방안 연구, 피해지역의 매입을 통한 저류지화 방안 연구, 우수유출저감시설 설치효과의 교육 홍보 및 우수유출저감시설의 국제 표준화 기준 제정 추진 등이 필요할 것으로 조사되었다. 여기에서 제시된 재난관리 업무분야별 많은 연구과제들이 향후 연구할 수 있는 재원확보로 이어져 재난관리의 업무발전에 도움이 될 수 있도록 하여야 하겠으며, 주요 결론으로는 다음과 같다. 첫째, 우리나라는 기후변화에 대해서는 기존에 소극적으로 대응하였으나 기후변화대책기획단을 만들어 적극적으로 대처하고 있으므로 기후변화와 관련된 여러분야가 활성화 될 것으로 판단된다. 둘째, 국외의 기후변화 대응사례에서 보면 시설물의 규모를 볼 때 큰 규모의 예산을 투입하는 것으로 판단되는바, 이는 향후의 불확실한 기후변화에 대비하는 선진적인 판단으로 검토되어야 할 것이다. 셋째, 풍수해 관련 주요업무 8가지에 대하여 추진해야할 업무방향 48개를 선정 제시하였다.

  • PDF

Effect of Typhoon 'Rusa' on the Natural Yeon-gok Stream and Coastal Ecosystem in the Yeong-Dong Province (영동지방 자연형 하천(강릉 연곡천)과 인근 연안 생태계에 대한 태풍 루사의 영향)

  • Yoon Yi-Yong;Kim Hung-sub
    • Journal of the Korean Society for Marine Environment & Energy
    • /
    • v.7 no.1
    • /
    • pp.35-41
    • /
    • 2004
  • The yeongok stream originates at the natural park, Mt. O-dae and flows to the East Sea of korea, normally maintaining I or II grade of water quality and its average water flux is 352,100 ㎥/d. However, the typhoon 'Rusa', which occured on 31 August 2002, changed its watercourse and configuration, and the ecosystem was deeply damaged. Moreover, the hydrological characteristics were once more transformed, and the ecosystem was secondarily damaged during repair-work of destroyed bridges and elevations. After the flood disaster, the species diversity diminished 17% for attached diatom and 44% for aquatic animals. However, the earth and sand, dug from river bed during intensive repair-work throughout the entire stream, made diversity drop to 32% for the diatom and the aquatic animals were wiped out. Especially, fishes were totally destroyed except for some species such as Moroco oxycephalus in the upper stream. The yeongok stream has little contamination source and short water residence time due to the short length and rapid slope, and consequently a temporary deterioration of water quality caused by repair-work may be rapidly recovered, but it needs a long time to restore the damaged ecosystem.

  • PDF

A Review on the Management of Water Resources Information based on Big Data and Cloud Computing (빅 데이터와 클라우드 컴퓨팅 기반의 수자원 정보 관리 방안에 관한 검토)

  • Kim, Yonsoo;Kang, Narae;Jung, Jaewon;Kim, Hung Soo
    • Journal of Wetlands Research
    • /
    • v.18 no.1
    • /
    • pp.100-112
    • /
    • 2016
  • In recent, the direction of water resources policy is changing from the typical plan for water use and flood control to the sustainable water resources management to improve the quality of life. This change makes the information related to water resources such as data collection, management, and supply is becoming an important concern for decision making of water resources policy. We had analyzed the structured data according to the purpose of providing information on water resources. However, the recent trend is big data and cloud computing which can create new values by linking unstructured data with structured data. Therefore, the trend for the management of water resources information is also changing. According to the paradigm change of information management, this study tried to suggest an application of big data and cloud computing in water resources field for efficient management and use of water. We examined the current state and direction of policy related to water resources information in Korea and an other country. Then we connected volume, velocity and variety which are the three basic components of big data with veracity and value which are additionally mentioned recently. And we discussed the rapid and flexible countermeasures about changes of consumer and increasing big data related to water resources via cloud computing. In the future, the management of water resources information should go to the direction which can enhance the value(Value) of water resources information by big data and cloud computing based on the amount of data(Volume), the speed of data processing(Velocity), the number of types of data(Variety). Also it should enhance the value(Value) of water resources information by the fusion of water and other areas and by the production of accurate information(Veracity) required for water management and prevention of disaster and for protection of life and property.