• Title/Summary/Keyword: Historical Resources

Search Result 641, Processing Time 0.032 seconds

Artificial Neural Networks for Flood Forecasting Using Partial Mutual Information-Based Input Selection

  • Jae Gyeong Lee;Li Li;Kyung Soo Jun
    • Proceedings of the Korea Water Resources Association Conference
    • /
    • 2023.05a
    • /
    • pp.363-363
    • /
    • 2023
  • Artificial Neural Networks (ANN) is a powerful tool for addressing various practical problems and it has been extensively applied in areas of water resources. In this study, Artificial Neural Networks (ANNs) were developed for flood forecasting at specific locations on the Han River. The Partial Mutual Information (PMI) technique was used to select input variables for ANNs that are neither over-specified nor under-specified while adequately describing the underlying input-output relationships. Historical observations including discharges at the Paldang Dam, flows from tributaries, water levels at the Paldang Bridge, Banpo Bridge, Hangang Bridge, and Junryu gauge station, and time derivatives of the observed water levels were considered as input candidates. Lagged variables from current time t to the previous five hours were assumed to be sufficient in this study. A three-layer neural network with one hidden layer was used and the neural network was optimized by selecting the optimal number of hidden neurons given the selected inputs. Given an ANN architecture, the weights and biases of the network were determined in the model training. The use of PMI-based input variable selection and optimized ANNs for different sites were proven to successfully predict water levels during flood periods.

  • PDF

A Study on the Revitalize Fishing Villages through the Analysis of Amenity Resources (어메니티자원 분석을 통한 어촌마을의 활성화 방안에 관한 연구)

  • Ahn, Gye-Bog
    • Journal of Korean Society of Rural Planning
    • /
    • v.16 no.4
    • /
    • pp.147-156
    • /
    • 2010
  • Among the towns of GyeongJu and SamCheok on which I have surveyed about their amenity resources in 2010, I chose 5 towns that are close to the Eastsea to analyze the data and to devise how to revitalize fishing villages. And the results are as follows. 1. Although Yangbuk-myeon is geographically located to have all the aspects of fishing village, farming village, and mountain village, the resources utilized are mainly that of mountain village. There is need to utilize actively historical amenity resources like Munmudaewangreung of Yangbuk-myeon. 2. The use of amenity resources of Yangnam-myeon is centered on farm and mountain village. But if they utilize amenity resources of fishing villages of Eupcheon-port's neighborhood, it would be a big help for the revitalization of Yangnam-myeon which is depressed. 3. The fishing mackerels on boat of Gampo-eup Jeonchonri is a successful example of utilization of fishing village's amenity resources. However, there is need to utilize amenity resources of farming and mountain villages that are near to Gampo-eup, so it can attract visitors to stay longer. Particularly, the fishing villages of the East coast must develop 4 seasons program connecting the amenity resources of neighboring farm and mountain. 4. Geundeok-myeon is a town where they made the amenity resources of fishing village into tourist attractions. But considering the wide gap between Geundeok-myeon and neighboring fishing, farming and mountain villages that cannot get the advantage of development, there has to be some inducement in policy so every town can be developed evenly. 5. After analyzing how the towns utilize the amenity resources to make them tourist attraction, it is shown that Geundeok-myeon of SamCheok is the best town which is using fishing village's amenity resources well, and Yangnam-myeon and Yangbuk-myeon of GyeongJu are scarcely using them. About types of tourist attraction, the programs with scenic view of fishing village, with water-sport, and with Eco-experience are needed to improved.

Development of river discharge estimation scheme using Monte Carlo simulation and 1D numerical analysis model (Monte Carlo 모의 및 수치해석 모형을 활용한 하천 유량 추정기법의 개발)

  • Kang, Hansol;An, Hyunuk;Kim, Yeonsu;Hur, Youngteck;Noh, Joonwoo
    • Journal of Korea Water Resources Association
    • /
    • v.55 no.4
    • /
    • pp.279-289
    • /
    • 2022
  • Since the frequency of heavy rainfall is increasing due to climate change, water levels in the river exceed past historical records. The rating-curve is to convert water level into flow dicscharge from the regression analysis of the water level and corresponding flow discharges. However, the rating-curve involves many uncertainties because of the limited data especially when observed water level exceed past historical water levels. In order to compensate for insufficient data and increase the accuracy of flow discharge data, this study estimates the flow discharge in the river computed mathematically using Monte Carlo simulation based on a 1D hydrodynamic numerical model. Based on the existing rating curve, a random combination of coefficients constituting the rating-curve creates a number of virtual rating curve. From the computed results of the hydrodynamic model, it is possible to estimate flow discharge which reproduces best fit to the observed water level. Based on the statistical evaluation of these samples, a method for mathematically estimating the water level and flow discharge of all cross sections is porposed. The proposed methodology is applied to the junction of Yochoen Stream in the Seomjin River. As a result, it is confirmed that the water level reproducibility was greatly improved. Also, the water level and flow discharge can be calculated mathematically when the proposed method is applied.

The study on the Activation of Tourism around North Korea Area Connecting the Railroad of Northeastern Asia (동북아 지역의 철도를 연계한 북한지역 관광사업 활성화 방안에 관한 연구)

  • Park, Heung-Soon;Ju, Yong-Jun
    • Proceedings of the KSR Conference
    • /
    • 2008.06a
    • /
    • pp.2271-2302
    • /
    • 2008
  • The purpose of this research is to develop a tourism product that connects Northeast Asia and Korea by maximizing the geographical advantages in North Korea. Although Northeast Asia has enjoyed the tremendous amounts of potentials such as the natural, historical and cultural resources, some political and social limitations have prohibited its wider development of Tourism.

  • PDF

A Study on Urban Regeneration Using Historical and Cultural Resources The Case of the District of Junggu-dong, Andong City (역사문화자원을 활용한 도시재생 방안 연구 - 안동시 중구동 사례로-)

  • Kim, yong-nam;Hong, Hyung Chul;Kwon, gi-Chang
    • Proceedings of the Korea Contents Association Conference
    • /
    • 2018.05a
    • /
    • pp.385-386
    • /
    • 2018
  • 본 연구는 안동시 중구동을 사례로 역사문화자원을 활용한 도시재생 방안을 제안하였다. 주요내용은 관광상품개발, 체험프로그램, 축제이벤트, 스토리텔링, 영상콘텐츠개발, 환경정비가 있다.

  • PDF

The Educational Application of the Ecotour Resources in the Gumho-river Basin (금호강 유역 생태관광자원의 교육적 활용방안)

  • Choe, Jae-Woo
    • Journal of the Korean association of regional geographers
    • /
    • v.10 no.4
    • /
    • pp.727-743
    • /
    • 2004
  • This paper aims to explore the geographic characteristics of ecotour resources in Gumho-river basin and to study the educational application of ecotour resources. To grasp the characteristics of ecotour resources in Gurnho-basin, this research carried out a literature review about Gumho-river basin and arranged ecotour resources by different types. Ecotour resources are divided into geomorphic and geologic resources, plant communities, wildlife habitats, cultural and historical resources, regional events with eco-resources. The case studies of New Zealand present good examples of how to successfully use the ecotour goals as a educational applications to Korea. The ecotourism in Korea has not still achieved the real benefits which meet environmental conservation, regional economic advantages and educational effects. Thus, the ecotour programmes should be include entrance limitations, strict opening time schedules, natural trails, museums for study, boards for study, well trained information officers and guides organized by residents. In addition, the local residents prepare of winter programmes for sustainable economic advantages.

  • PDF

APPLICATION OF REMOTE SENSING FOR COASTAL HAZARD MONITORING IN TAM GIANG - CAU HAI LAGOON, VIETNAM

  • Dien, Tran Van;Lan, Tran Dinh;Huong, Do Thu
    • Proceedings of the KSRS Conference
    • /
    • v.1
    • /
    • pp.455-458
    • /
    • 2006
  • Stretching on the coastline of 70 km, the Tam Giang - Cau Hai Lagoon plays a very important role for the coastal ecology and socio-economic development of Hue region where was Vietnam's Ancient Kingdom Capital and recognized as a World's Cultural Heritage. Recently, coastal hazard in the lagoon have occurred seriously such as inlet movement and fill up, coastal erosion, flood and inundation, etc. These hazards have impacted on lagoon environment, resources, ecosystems, socio-economic and sustainable development of this coastal area. This paper present a case study using remote sensing data in combination with ground survey for monitoring the coastal hazards in Tam Giang - Cau Hai lagoon in recent decades. Analysis results find that during its natural evolution, the lagoon has been being in three situations of only one, two and three inlets. When inlets opened or displaced, coastal erosion have occurred seriously toward new balance condition. Flood and inundation occurs every rainy season in lowland plain around lagoon. The historical flood happened in early of November 1999 with six days long, created very terrible damages for Thua Thien Hue province. Remote sensing data with capability of regular update, large area coverage is effective provide real-time and continuous information for coastal hazards monitoring.

  • PDF

Automatic Control on Dosing Coagulant as to Stream Current

  • Oh, Sueg-Young;Byun, Doo-Gyoon;Hwang, Jae-Moon;Song, Hyun-Sung
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 2005.06a
    • /
    • pp.1318-1321
    • /
    • 2005
  • As recently raw water quality has been polluted as well as its quality has been remarkably varied according to season and region, the precise control of coagulant dosage is being keenly required in water treatment plants. The amount of coagulant is closely related to raw water quality such as turbidity, alkalinity, water temperature, pH, electrical conductivity, etc. Since the optimum quantity of chemicals is not yet finalized, so dosage rate must be decided by using jar test that takes one or two hours. Hereupon, the output signal of stream current and multi-regression on historical data were proposed to be applied to the coagulant dosing control. In consequence of applying the scheme to automatic determination of the dosage rate, it was testified that the determination of dosage rate was very effective in case it is performed as to real-time sensing of water quality and the output signal of stream current.

  • PDF

A study on sustainable development scheme of rural villages considering infrastructure for rural tourism (농촌관광기반의 지속가능한 마을정비 유형의 설정)

  • Kim, Dae-Sik;Kwon, Yong-Dae;Choi, Soo-Myung;Im, Chang-Soo
    • Journal of Korean Society of Rural Planning
    • /
    • v.11 no.1 s.26
    • /
    • pp.45-53
    • /
    • 2005
  • This study aims to suggest a rural village development policy considering tourists' stay pattern and villages' resources which can be infrastructure for green-tourism. For this purpose, a relationship table between amenity resources and the stay pattern was developed as a guide line to combine a set of several facilities fer village renewal. The amenity resources system was classified into three sub-classes(social, industrial, and natural/cultural/historical resources) and a relationship diagram between three classes and tourists' behavior was also defined. The table and diagram were applied to make renewal plan for 40 rural villages of the study area, Bukmyun, Cheonan, Chungnam province, so that the development scheme for the villages was suggested reasonably by the new findings of this study.

"Critical Application of Witness Commentaries: The Case of Guerrilla Warfare in the Korean War" ("증언자료의 비판적 활용 - 6.25전쟁 시기 유격대의 경우")

  • Cho, Sung Hun
    • The Korean Journal of Archival Studies
    • /
    • no.12
    • /
    • pp.137-178
    • /
    • 2005
  • The anticommunist guerrillas' activities that aretheconcern of this article took place largely in North Korea or behind the enemy-held lines. Verifying their history is accordingly difficult and requires careful attention, but despite their active operations the military as well as the scholarly community have been lax in studying them. The Korean War came to be perceived as a traditional, limited war with regular battles, so that the studies addressed mostly the regular operations, and guerrilla warfare is remembered as an almost 'exclusive property' of the communist invaders; a small wonder that the anticommunist guerrillas have not been studied much and the collection of materials neglected. Therefore, in contrast with the witness accounts concerning regular battles, witness resources were of a small volume about these "patriots without the service numbers." For the above reasons the guerrilla participants and their later-organized fellowships took to the task of leaving records and compiling the histories of their units. They became active preservers of history in order to inform later generations of their works and also to secure deserved benefits from the government, in a world where none recognized their achievements. For instance, 4th Donkey Unit published witness accounts in addition to a unit history, and left video-recordings of guerrilla witnesses before any institute systematized the oral history of the guerrillas. In the case of Kyulsa ("Resolved to Die") Guerrilla Unit, the unit history was 10 times revised and expanded upon for publication, contributing substantially to the recovery of anticommunist guerrilla history which had almost totally lacked documented resources. Now because the guerrilla-related witness accounts were produced through fellowship societies and not individually, it often took the form of 'collective memory.' As a result, though thousands of former guerrillas remain surviving, the scarcity of numerous versions of, or perspectives upon, an event renders difficult an objective approach to the historical truth. Even requests to verify the service of a guerrilla member or to apply for decoration or government benefits for those killed in action, the process is taken care of not at the hands of the first party but the veteran society, so that a variety of opinions are not available for consideration. Moreover, some accounts were taken by American military personnel, and since some historians, unaware of official documents or evaluation of achievements, tended to center the records around their own units and especially to exaggerate the units' performances, they often featured factual errors. Thefollowing is the means to utilize positively the aforementioned type of witness accounts in military history research. It involves the active use of military historical detachments (MHD). As in the examples of those dispatched by the American forces during the Korean War, experts should be dispatched during, and not just after, wartimes. By considering and investigating the differences among various perspectives on the same historical event, even without extra documented resources it is possibleto arrive at theerrors or questionable points of the oral accounts, supplementing the additional accounts. Therefore any time lapses between witness accounts must be kept in consideration. Moreover when the oral accounts come from a group such as participants in the same guerrilla unit or operation, a standardized list of items ought to be put to use. Education in oral history is necessary not just for the training of experts. In America wherethefield sees much activity, it is used not only in college or graduate programs but also in elementary and lifetime educational processes. In comparison in our nation, and especially in historical disciplines, methodological insistence upon documented evidences prevails in the main, and in the fields of nationalist movement or modern history, oral accounts do not receive adequate attention. Like ancient documents and monuments, oral history also needs to be made a regular part of diverse resource materials at our academic institutes for history. Courses in memory and history, such as those in American colleges, are available possibilities.