• Title/Summary/Keyword: Data mountain

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Prediction of duration and construction cost of road tunnels using Gaussian process regression

  • Mahmoodzadeh, Arsalan;Mohammadi, Mokhtar;Abdulhamid, Sazan Nariman;Ibrahim, Hawkar Hashim;Ali, Hunar Farid Hama;Nejati, Hamid Reza;Rashidi, Shima
    • Geomechanics and Engineering
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    • v.28 no.1
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    • pp.65-75
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    • 2022
  • Time and cost of construction are key factors in decision-making during a tunnel project's planning and design phase. Estimations of time and cost of tunnel construction projects are subject to significant uncertainties caused by uncertain geotechnical and geological conditions. The Gaussian Process Regression (GPR) technique for predicting ground condition and construction time and cost of mountain tunnel projects is used in this work. The GPR model is trained with data from past mountain tunnel projects. The model is applied to a case study in which the predicted time and cost of tunnel construction using the GPR model are compared with the actual construction time and cost for model validation and reducing the uncertainty for the future projects. In addition, the results obtained from the GPR have been compared with to other models of artificial neural network (ANN) and support vector regression (SVR) that the GPR model provides more accurate results.

Efficient Rendering Engine of Large Scale Terrain Data for Streaming Services (대용량 위성영상 지형 데이타의 스트리밍 서비스를 위한 효율적인 렌더링 모듈)

  • Park, Tae-Joo;Lee, Sang-Jun
    • Journal of KIISE:Computing Practices and Letters
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    • v.14 no.7
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    • pp.748-752
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    • 2008
  • Various services are developed from advancement of satellite imagery methodologies and internet infrastructure expansions. However, most of these services still rely upon low-resolution satellite images combined with DEM models. In this paper, we have implemented the raw data processing modules and other modules that transfer and render high-spatial resolution satellite images for efficient streaming services in web environments. By utilizing the Bukhan-mountain data as a pilot study, the paper has proposed the efficient approach to solve graphical problems in real time processing the large geographical area.

Redescription of Oreurinus cuspidatus ito (Diptera: Tephritidae)

  • Han, Ho-Yeon
    • Animal cells and systems
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    • v.1 no.2
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    • pp.259-263
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    • 1997
  • Oreurinus cutspidatus Ito, the type species of the monotypic genus oreurinus Ito, is redescribed and illustrated in light of newly discovered male specimens from Korea. In Mt. Gachilbong, a number of males were found sitting on rocks along the mountain stream of deep woods while only a single female was swept from nearby vegetation. Based on morphological data, especially using postabdominal structures, Oreurinus is placed in the Trypeta group of the subtribe Trypetina (Trypetinae: Trypetini).

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The development of a mesh generation program using contour line data (등고선 데이터를 이용한 산악지형 유동해석 격자생성 프로그램 개발 및 그 응용)

  • Chin S. M.;Won C. S.;Hur N.
    • 한국전산유체공학회:학술대회논문집
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    • 2004.03a
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    • pp.202-207
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    • 2004
  • In the present study a mesh generation program has been developed by using DXF file. The program consists of DXF file reading and mapping algorithm, which projects the 2-D mesh point onto the triangular surface constructed by nearest three points. The present program has been tested for mesh generations for the road tunnel ventilation analysis and analysis of lava movement in mountain area.

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Chemical Characteristics of Soils in Cheju Island I. Variations in Chemical Characteristics with Altitude (제주도(濟州道) 토양(土壤)의 화학적(化學的) 특성(特性) 조사연구(調査硏究) I. 지대별(地帶別) 화학적(化學的) 특성(特性) 변화(變化))

  • Yoo, Sun-Ho;Song, Kwan-Cheol
    • Korean Journal of Soil Science and Fertilizer
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    • v.17 no.1
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    • pp.1-6
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    • 1984
  • Soils in Cheju Island, derived mostly from volcanic ashes, were collected for chemical analysis to determine the effect of land utilization pattern on soil chemical characteristics. The coastal area has long been used for intensive farming and some of the mid-mountain region were recently reclaimed for agricultural crop production. The cation exchange capacity and the organic matter in the soils increased in the order of coastal area < mid-mountain belt < upper mountain area, while pH, base saturation, available phosphorus and exchangeable bases decreased with the elevation. Generally, the organic matter, the cation exchange capacity and the exchangeable bases of the Cheju soils were found to be considerably higher than the Korean mainland soils. However, the base saturation and the available phosphorus were far below the mainland average. The ratio of monovalent basic cations to total exchangeable bases showed the highest in the soils of the mountain belts and the lowest in the coastal area soils. These data suggest that a higher soil pH in the coastal area as compared to the mountainous slopes has resulted not from the sea water but from continuous application of alkaline fertilizers and times.

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Income Analysis on the Cultivation of Major Wild Edible Greens (주요 산채류 재배에 대한 소득분석)

  • Choi, Soo Im
    • Journal of Korean Society of Forest Science
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    • v.107 no.3
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    • pp.316-323
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    • 2018
  • This study was conducted with the intention of providing basic data that are essential for establishing compensation standards for forest products and diagnosing forestry management in the future by investigating the cultivation process of major wild edible greens such as Pteridium aquilinum var. latiusculum, Ligularia fischeri, and Allium victorialis and analyzing related incomes. According to the result, the cultivation was generally divided into the open filed cultivation and mountain cultivation by the cultivated item. The annual average income by unit area ($3.3m^2$) for each item was 6,500 won for Pteridium aquilinum var. latiusculum cultivated open filed, 3,200 won for Pteridium aquilinum var. latiusculum cultivated in the mountain, 20,400 won for Ligularia fischeri cultivated open filed, 20,900 won for Allium victorialis cultivated open filed, and 7,300 won for Allium victorialis cultivated in the mountain. Particularly, while consumer demand for Allium victorialis and Ligularia fischeri are increasing phenomenally recently, the annual average income per unit area ($3.3m^2$) for these wild edible greens grown open filed was distinctively higher than that for Pteridium aquilinum var. latiusculum. This can be explained by very high working expenses (land rent and labor cost) required for the cultivation of Pteridium aquilinum var. latiusculum compared with other items. As for Ligularia fischeri and Allium victorialis yielding high annual average income, the initial investment costs including the cost of purchasing seeds and seed stocks account for 40% of the working expenses or over and thereby requiring proper support from the government for solidifying the income source and promoting cultivation in the agricultural and mountain regions in the future.

A Study on the Disaster Prevention of the Royal Tomb Eureung in the Mountain Cheonjang - Estimation on Forest Fire Risk Considering Forest Type and Topography - (천장산 의릉의 방재대책에 관한 연구 - 임상과 지형인자를 고려한 산불위험성 평가 -)

  • Won, Myoung-Soo;Lee, Woo-Kyun;Choi, Jong-Hee
    • Journal of the Korean Institute of Traditional Landscape Architecture
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    • v.28 no.1
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    • pp.59-65
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    • 2010
  • The purpose of this study is to analyze the risk of the forest fire, considering the topography and the forest, for establishing disaster prevention measures of cultural heritage, Uireung, over in Cheonjang-mountain. To do that, we estimate the occurrence and spread of the forest fire over in Cheonjang-mountain through a forest fire probability model(logistic regression), using the space characteristic data($100m{\times}100m$). The factor, occurrence of the forest fire, are diameter class, southeast, southwest, south, coniferous, deciduous, and mixed forest. We assume the probability of the fire forest in each point as follow : [1+exp{-(-4.8081-(0.02453*diameter class)+(0.6608*southeast)+(0.507*southwest)+(0.7943*south)+(0.29498*coniferous forest)+(0.28897*deciduous forest)+(0.17788*mixed forest))}]$^{-1}$. To divide dangerous zone of the big forest fire, we make the basic materials for disaster prevention measures, through the map of coniferous forests, deciduous forests, and mixed forest. The damage of cultural heritage caused by a forest fire will be reduced through the effective preventive measures, by forecast a forest fire to using this study.

A Study on a Macroscopic Evaluation Method of Forest Recreation Function (산림 휴양기능의 거시적 평가방법에 관한 연구)

  • Chae, Mie Oak;Lee, Kilyong;Jun, Eunsun;Song, Ha Seung
    • Journal of Korean Society of Forest Science
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    • v.104 no.2
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    • pp.267-276
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    • 2015
  • This study suggests a macroscopic method of evaluating forest recreation function based on physical characteristics of forests. The method was verified by a correlation between forest recreation function in popular top 45 mountains and popularity among them, with using data-mountain area, height, distance between mountain and cities, population around mountain, and size of public service. According to analysis of the forest recreation function, it is shown that top 8 mountains, including Jirisan and Seoraksan, provide over 64% of total recreation function, while they serve the function relatively lower than mountains near mega cities-Bukhansan in Seoul-do, in terms of the function per unit area ($km^2$). It is because, in a case of national and provincial mountains, the size of mountain is likely a critical factor for determining recreation function and the distance influences on it relatively lower. These findings implicate that a large size of forests bring the recreation function to visitors on nationwide level, whileas forests in suburban provide intensively it to near population to near population.