• 제목/요약/키워드: Soil sampling

검색결과 575건 처리시간 0.031초

반응표면법에 의한 연약지반 차량 거동의 통계적 분석 및 예측 (Statistical Analysis and Prediction for Behaviors of Tracked Vehicle Traveling on Soft Soil Using Response Surface Methodology)

  • 이태희;정재준;홍섭;김형우;최종수
    • 한국해양공학회지
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    • 제20권3호
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    • pp.54-60
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    • 2006
  • For optimal design of a deep-sea ocean mining collector system, based on self-propelled mining vehicle, it is imperative to develop and validate the dynamic model of a tracked vehicle traveling on soft deep seabed. The purpose of this paper is to evaluate the fidelity of the dynamic simulation model by means of response surface methodology. Various statistical techniques related to response surface methodology, such as outlier analysis, detection of interaction effect, analysis of variance, inference of the significance of design variables, and global sensitivity analysis, are examined. To obtain a plausible response surface model, maximum entropy sampling is adopted. From statistical analysis and prediction for dynamic responses of the tracked vehicle, conclusions will be drawn about the accuracy of the dynamic model and the performance of the response surface model.

PMF를 응용한 구미시 PM-10 오염원의 정량적 기여도 추정연구 (Quantitative Estimation of PM-10 Source Contribution in Gumi City by the Positive Matrix Factorization Model)

  • 황인조;조영혁;최우건;이혜문;김태오
    • 한국대기환경학회지
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    • 제24권1호
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    • pp.100-107
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    • 2008
  • The objective of this study was to quantitatively estimate PM-10 source contribution in Gumi City, Korea. Ambient PM-10 samples were collected by a high volume air sampler, which operated for 84 different days with a 24-h sampling basis, from June 14,2001 though May 19, 2003. The filter samples were analyzed for determining 13 inorganic elements, 3 anions, and a total carbon. The study has intensively applied a receptor model, the PMF (Positive Matrix Factorization) model. The results from PMF modeling indicated that a total of seven sources were independently identified and each source was contributed to the ambient Gumi City from secondary sulfate (34%), motor vehicle (26%), soil relation (5%), field burning (3%), industrial relation (3%), secondary nitrate (22%), and incinration (7%) in terms of PM-10 mass, respectively.

광주광역시 도시림의 현존식생과 식생구조 (Actual Vegetation and Plant Community Structure of Urban Forest in Kwangju Metropolitan City)

  • 이규완;오구균
    • 한국조경학회지
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    • 제23권2호
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    • pp.148-156
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    • 1995
  • This study was conducted to investigate the actual vegetation and plant community structure of the urban forest in Kwangju Metropolitan City. Thirty eight plots in the urban forest were set up by the clumped sampling method. The degree of green naturality, 6 that is artifical planting area covered 10.9% in Kwangju Metropolitan City and Pinus densiflora community covered 48.7% of the actual vegetations of urban forest. Canopy height, Diameter of breast height (DBH) and No. of species in urban forest were 13.5m, 21cm and 24 species, respectively. The soil conditions and community structure of the urban forest were differenced by location of urban and suburban area. The plant communities divided into six groups which were Quercus acutissima community, Q. acutissima-Robinia pseudo-acacia community, Pinus rigida Community, P. rigida-P. densiflora community, P. densifrora-Q. acutissima community and Q, serrata-P. densiflora community. Successional series of the urban forest in the surveyed area were proceeding from P. dinsiflora to Quercus species. The species diversity of plant were high in natural plant community but low in artificial plant community. Tree density in the canopy layer varied from 600ea/ha to 2,800ea/ha.

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A curtain traveling pluviator to reconstitute large scale sand specimens

  • Kazemi, Majid;Bolouri, Jafar B.
    • Geomechanics and Engineering
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    • 제14권2호
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    • pp.131-139
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    • 2018
  • The preparation of repeatable and uniformly reconstituted soil specimens up to the specified conditions is an essential requirement for the laboratory tests. In this study for large samples replication, the simultaneous usage of the traveling pluviation and curtain raining technique is used to develop a new method, called the curtain travelling pluviator (CTP). This simple and cost effective system is based on the air pluviation approach, whilst reducing the sample production time, can reproduce uniform samples with relative densities ranging from 25% to 96%. In order to investigate the resulting suitability and uniformity from the proposed method, a series of tests is performed. The effect of curtain traveling velocity, curtain width, drop height, and flow rate on the parameters of the sample is thoroughly investigated. Increase in the curtain velocity and drop height leads to the increase in relative density for the sand specimen. Increase in curtain width typically resulted in the reduction of relative density. Test results reveal that the terminal drop height for the sand specimen in this study is more than 500 mm. Relative density contour lines are presented that can be utilized in optimizing the drop height and curtain width parameters. Sample uniformity in the vertical and horizontal orientation is investigated through the sampling containers. Increasing relative density tends to result in the higher sample repeatability and uniformity.

Phosphorus and Base Cation Inputs through Litterfall Components in Pine Forests after Tree Removal Due to Pine Wilt Disease Disturbance

  • Baek, Gyeongwon;Kim, Seongjun;Kim, Choonsig
    • 한국산림과학회지
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    • 제108권3호
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    • pp.296-301
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    • 2019
  • This study was conducted to measure litterfall and nutrient (P, K, Ca, Mg) inputs under varying degrees of disturbance by pine wilt disease in pine forests in southern Korea. Litterfall was collected to evaluate nutrient responses at different intensities of disturbance (various levels of basal area) by pine wilt disease across 2 years. Phosphorus, Ca, and Mg concentrations in needle litterfall were positively correlated (p < 0.05) with decreased disturbance intensities (increased basal area) depending on the time of sampling, whereas the nutrient concentrations in other litterfall components (branches, bark, reproductive organs, and miscellaneous litterfall) were not significantly correlated (p > 0.05) with the intensity of pine wilt disease disturbance. Dry weight and nutrient inputs through litterfall components decreased linearly with increasing intensity of disturbance by pine wilt disease (p < 0.05), except for the nutrient inputs of branch (K, Ca, Mg) and reproductive organ (K, Ca) litterfall. These results indicate that decreased litterfall across different levels of disturbance may be related to the reduced soil nutrients in pine wilt disease forests.

건답에서 쟁기작업의 부하특성 및 안전도 분석 (Load and Safety Analysis for Plow Operation in Dry Fields)

  • 이주연;남주석
    • 한국기계가공학회지
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    • 제18권6호
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    • pp.9-18
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    • 2019
  • This study derives load characteristics and analyzes the safety of plowshares operating in dry fields. We mounted a three-blade, reversible plow on a 23.7 kW tractor and measured the plow's tractive force as well as the torque from the engine output shaft on the rear axle under various working speeds (L4, M1, M2, M3). We chose a Korean test site of Seomyeon, Chuncheon with sandy soil texture, as determined using the USDA method. We constructed the load spectrum for torque and tractive force using measured data and derived the fatigue life of the plowshare from a stress-cycle (S-N) curve of the plow material. Our results show that the M3 gear maximizes the driving shaft torque loads and, applying the tractive force load spectrum, creates a cumulative damage sum of $4.14{\times}10^{-5}$. Considering sampling time, we estimate a fatigue life of 805 hours while using the M3 gear. When using the other working speeds, however, all of the stress levels fell within the endurance limits and, therefore, our model predicts infinite plowshare lifetimes. For this analysis, we used a yield strength of 1,079 MPa for the plowshare and static safety factors, analyzed using the maximum stress, between 6.83 and 8.63 under each working speed.

신뢰성 기법을 이용한 지진으로 인한 사면 변위해석 (Reliability Analysis of Seismically Induced Slope Deformations)

  • 김진만
    • 한국지반공학회논문집
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    • 제23권3호
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    • pp.111-121
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    • 2007
  • 지진하중의 불확실성을 평가할 수 있는 신뢰성기반 해석기법을 제시한다. 이 기법은 종래의 한계평형법과 뉴막-형식의 변형량 계산기법에 확률개념을 도입하였으며 피해 위험성을 몬테칼로 시뮬레이션 해석기법으로 계산한다. 지진파를 작성하고 이들을 사면 내진 해석에 사용하고자 확률변수 프로세스와 RMS 재해 기법을 도입하였다. 지반성질의 변동성과 통계오차도 고려하였다. 신뢰성 해석 결과 지진활동이 활발한 지역에서는, 계산된 사면파괴 위험성과 과도한 영구변형의 관점에서 비교할 때 지진재해 평가가 더 중요한 사항이며, 재료성질의 모사방법의 차이는 상대적으로 영향이 적다는 사실이 밝혀졌다. 이 결과는 원형 및 비원형 형태의 활동면 파괴에 모두 해당된다.

Machine learning application to seismic site classification prediction model using Horizontal-to-Vertical Spectral Ratio (HVSR) of strong-ground motions

  • Francis G. Phi;Bumsu Cho;Jungeun Kim;Hyungik Cho;Yun Wook Choo;Dookie Kim;Inhi Kim
    • Geomechanics and Engineering
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    • 제37권6호
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    • pp.539-554
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    • 2024
  • This study explores development of prediction model for seismic site classification through the integration of machine learning techniques with horizontal-to-vertical spectral ratio (HVSR) methodologies. To improve model accuracy, the research employs outlier detection methods and, synthetic minority over-sampling technique (SMOTE) for data balance, and evaluates using seven machine learning models using seismic data from KiK-net. Notably, light gradient boosting method (LGBM), gradient boosting, and decision tree models exhibit improved performance when coupled with SMOTE, while Multiple linear regression (MLR) and Support vector machine (SVM) models show reduced efficacy. Outlier detection techniques significantly enhance accuracy, particularly for LGBM, gradient boosting, and voting boosting. The ensemble of LGBM with the isolation forest and SMOTE achieves the highest accuracy of 0.91, with LGBM and local outlier factor yielding the highest F1-score of 0.79. Consistently outperforming other models, LGBM proves most efficient for seismic site classification when supported by appropriate preprocessing procedures. These findings show the significance of outlier detection and data balancing for precise seismic soil classification prediction, offering insights and highlighting the potential of machine learning in optimizing site classification accuracy.

온산공업지역 산성 토양 프로화일 내에서의 점토광물의 생성과 중금속 이온의 거동에 관한 광물학적 연구 (Mineralogical Study on the Clay Formation and Heavy Metal Speciation in the Acidified Soil Profile of the Onsan Industrial Area)

  • 이상수;김수진
    • 한국광물학회지
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    • 제15권1호
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    • pp.1-10
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    • 2002
  • 이 논문은 온산공업단지 내 화강암의 풍화 및 토양화 과정, 그리고 토양 내 중금속 오염과 토양 광물간의 관계에 관한 연구이다. 프로화일 연구를 위해 각 깊이별로 토양시료를 채취하여 각 샘플에 대한 실험분석을 실시하였다. X선 회절분석 결과 주 구성 점토광물은 캐올린 광물과 버미큘라이트, 그리고 미량의 일라이트이다. 포름아마이드 처리를 통해 프로화일 내 토양 중의 캐올린 광물의 종류에 대해 분석한 결과 프로화일 하부에 존재하는 캐올린 광물은 대부분 할로이사이트 임이 밝혀졌으며, 지표면으로 갈수록 상대적으로 캐올리나이트에 대한 할로이사이트의 양이 감소하는 경향을 보이는데, 이는 상부로 갈수록 할로이사이트에서 캐올리나이트로의 전환이 이루어지고 있음을 의미한다. $110^{\circ}C,\;300^{\circ}C,\;550^{\circ}C$ 열처리를 한 결과 X선회절분석 그래프 상의 $10\;{\AA}에서\;14\;{\AA}$ 사이의 피크가 분화된 형태를 보여주는 것이 관찰된다. 이는 시료상에 수산화알루미늄 혼합층 버미큘라이트가 존재함을 지시한다. 이것은 구연산나트륨 처리실험을 통해 버미큘라이트 층간 불순 알루미늄 이온을 추출하여 원형상으로 전환시킴으로써 열처리시 $14\;{\AA}$피크가 다시 $10\;{\AA}$으로 변화하는 것을 관찰함으로써 재확인하였다. 토양의 수소이온농도 분포 양상이 하부에서 3.9, 상부에서 3.6으로 상부로 갈수록 산성화경향이 심해지는 경향을 보여주는데, 이는 산성화된 토양에서 안정적으로 나타나는 수산화알루미늄 혼합층 버미큘라이트의 존재를 뒷받침하고 있다. 토양 내 중금속 이온의 존재양상에 대한 연구를 위해 연속추출실험을 실시하였다. 그 결과 상대적으로 많은 양의 중금속 이온이 프로화일의 상부의 철/망간 산화물과 유기물에 흡착되어 있으며 점토광물에는 적은 양만이 흡착되어 있는 것으로 밝혀졌다. 이러한 결과는 대부분의 중금속 오염물들이 상부 토양에 농집되어 있고 점토광물에는 낮은 중금속 함량을 보여주는 것은 산성화된 토양을 이루고 있는 주 점토광물인 캐올린광물과 수산화알루미늄 혼합층 버미큘라이트가 낮은 흡착능력을 가지고 있기 때문인 것으로 판단한다.

당근의 재배지역별 부위별 휘발성 Terpenoids 함량 비교 (Comparison of Volatile Terpenoid Content from Carrot Cultured Area and Carrot Portions)

  • 박신;박용
    • 한국식품과학회지
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    • 제30권2호
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    • pp.313-318
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    • 1998
  • 당근의 재배지역별 부위별 휘발성 terpenoids의 함량을 direct headspace sampling 방법으로 분석하여 비교하였다. 당근 심부(xylem)와 표피부(phloem)의 terpenoids 함량을 비교한 결과, ${\alpha}-pinene$의 경우 심부에 1.06ppm 표피에 2.73ppm, ${\beta}-pinene$은 각각 0.45ppm, 1.71ppm, ${\beta}-myrcene$은 0.85ppm, 1.84ppm, limonene은 0.48ppm, 1.34ppm, ${\gamma}-terpinene$은 1.60ppm, 3.01ppm, terpinolene은 2.71ppm, 21.15ppm, total terpenoids는 7.15ppm, 31.76ppm으로 모든 휘발성 terpenoids가 당근 심부에 비해 표피부에 다량 분포되어 있었다. 또한 당근을 윗부위(crown), 중간부위(midsection), 말단부위(tip)로 3등분한 후 각각에서 휘발성 terpenoids 성분을 분석한 결과, ${\alpha}-pinene,\;{\beta}-pinene,\;{\beta}-myrcene,\;{\gamma}-terpinene$의 경우 말단부위에 비해 윗부위에 많이 분포하는 경향을 보였으며, terpinolene과 total terpenoids의 경우 말단부위에 많이 분포하는 경향을 보였다. 당근 재배 지역별 terpenoids의 함량을 비교한 결과, 제주에서 재배된 당근이 양산 및 해남에서 재배된 당근에 비해 다량의 휘발성 terpenoids를 함유하고 있었는데, total terpenoids의 경우 품종에 따라 양산에 비해 $1.6{\sim}2.3$배, 해남에 비해 $1.5{\sim}2.4$배나 높았다. 제주에서 재배된 당근의 휘발성 terpenoids가 높은 원인을 조사하기 위해 제주, 양산, 해남에서 당근이 재배된 토양을 채취하여 물리적, 화학적 특성을 조사한 결과, pH는 3개 지역에서 차이를 보이지 않았으나 유기탄소 함량, 전질소 함량, 양이온 치환용량, 치환성 양이온 등에서 제주토양이 양산토양에 비해 $2.4{\sim}3.0$배, 해남토양에 비해 $3.9{\sim}7.1$배나 높았다. 토양의 물리성을 조사한 결과, 제주의 당근 재배토양은 미사가 많은 양토(loam)였으며, 양산의 당근 재배토양은 모래가 많은 사양토(sandy loam), 해남의 당근 재배토양은 점토가 많은 식양토(clay loam)로 밝혀졌다.

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