• 제목/요약/키워드: Gradient Index

검색결과 356건 처리시간 0.027초

Separation of soil Organic Debris using Sucrose-ZnCl2 Density Gradient Centrifugation

  • Jung, Seok-Ho;Chung, Doug-Young;Han, Gwang-Hyun
    • 한국토양비료학회지
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    • 제45권1호
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    • pp.30-36
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    • 2012
  • The active fraction of soil organic matter, which includes organic debris and light organic fraction, plays a major role in nutrient cycling. In addition, particulate organic matter is a valuable index of labile soil organic matter and can reflect differences in various soil behaviors. Since soil organic matter bound to soil mineral particles has its density lower than soil minerals, we partitioned soil organic matter into debris ($<1.5g\;cm^{-3}$), light fraction ($1.5-2.0g\;cm^{-3}$), and heavy fraction ($>2.0g\;cm^{-3}$), based on high density $ZnCl_{2-}$ sucrose solutions. Generally, partitioned organic bands were clearly separated, demonstrating that the $ZnCl_{2-}$ sucrose solutions are useful for such a density gradient centrifugation. The available gradient ranges from 1.2 to $2.0g\;cm^{-3}$. Although there was not a statistically meaningful difference in organic debris and organomineral fractions among the examined soils, there was a general trend that a higher content of organic debris resulted in a higher proportion of light organomineral fraction. In addition, high clay content was associated with increased fraction of light organomineals. Partitioning of soil organic carbon revealed that carbon content is reduced in the heavy fraction than in the light fraction, reflecting that the light fraction contains more fresh and abundant carbon than the passive resistant fraction. It was also found that carbon contents in the overall organic matter, debris, light fraction, and heavy fractions may differ considerably in response to different farming practices.

하천의 물리 환경 평가체계의 구축 (A development of an assessment system for stream physical environments in Korea)

  • 정혜련;김기흥
    • 한국수자원학회논문집
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    • 제51권8호
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    • pp.713-727
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    • 2018
  • 본 연구는 국내 하천의 고유성을 반영할 수 있는 물리적 환경평가 체계를 개발하는 것이다. 하천유형 분류, 평가구간 선정, 평가 항목 및 지표에 대하여 종합적으로 요약하였다. 하천의 물리적 구조는 하천 유수력에 의한 반응의 결과이므로 하도경사, 하상재료의 입경 및 하도지형의 특성에 따라 하천을 3가지 유형으로 분류하였다. 평가구간은 각 하천 유형의 대표적인 특징인 step 또는 여울출현 간격, 사행도에 따라 저수로 폭의 10배와 25배 기준으로 선정하였다. 평가지표는 하도 안정성, 흐름 상태, 횡단면 형상, 하안 안정성, 하도개수 및 하천횡단구조물과 같은 공통지표와 유효 서식지, 하상 매몰도, 흐름의 다양성 및 step과 여울 출현빈도와 같은 하천 유형별 특성지표로 구성되어 있다. 적용성 검토를 위하여 개발된 평가체계를 9개의 하천에 적용하고 그 결과를 제시하였다.

Improved prediction of soil liquefaction susceptibility using ensemble learning algorithms

  • Satyam Tiwari;Sarat K. Das;Madhumita Mohanty;Prakhar
    • Geomechanics and Engineering
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    • 제37권5호
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    • pp.475-498
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    • 2024
  • The prediction of the susceptibility of soil to liquefaction using a limited set of parameters, particularly when dealing with highly unbalanced databases is a challenging problem. The current study focuses on different ensemble learning classification algorithms using highly unbalanced databases of results from in-situ tests; standard penetration test (SPT), shear wave velocity (Vs) test, and cone penetration test (CPT). The input parameters for these datasets consist of earthquake intensity parameters, strong ground motion parameters, and in-situ soil testing parameters. liquefaction index serving as the binary output parameter. After a rigorous comparison with existing literature, extreme gradient boosting (XGBoost), bagging, and random forest (RF) emerge as the most efficient models for liquefaction instance classification across different datasets. Notably, for SPT and Vs-based models, XGBoost exhibits superior performance, followed by Light gradient boosting machine (LightGBM) and Bagging, while for CPT-based models, Bagging ranks highest, followed by Gradient boosting and random forest, with CPT-based models demonstrating lower Gmean(error), rendering them preferable for soil liquefaction susceptibility prediction. Key parameters influencing model performance include internal friction angle of soil (ϕ) and percentage of fines less than 75 µ (F75) for SPT and Vs data and normalized average cone tip resistance (qc) and peak horizontal ground acceleration (amax) for CPT data. It was also observed that the addition of Vs measurement to SPT data increased the efficiency of the prediction in comparison to only SPT data. Furthermore, to enhance usability, a graphical user interface (GUI) for seamless classification operations based on provided input parameters was proposed.

위성영상 분석에 의한 만포-강계 지역 경지확대에 따른 산림경관 변화 (Landscape Fragmenation of Forest of the Cropland Increase Using Landsat Images of Manpo and Gangae, Jagang Cities, Northwest Korea)

  • 이민부;김남신;최한성;신근하;강철성;한욱
    • 한국지역지리학회지
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    • 제9권4호
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    • pp.481-492
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    • 2003
  • 본 연구는 1993년과 2002년의 위성영상의 비교분석을 통해 북한 만포 강계 지역의 9년간의 경지확대에 따른 산림경관 변화를 정량적으로 분석한 것이다. 연구 대상지역에서의 농경지는 9년 동안 49.9% 증가하였고, 산림지는 16% 감소하였다. 농경지 개간의 공간적 분포 특성을 보면, 경작지의 평균고도는 1993년의 381m에서 412m로, 경사도는 $10^{\circ}$에서 $13^{\circ}$로 상승하였다. 9년 동안 확대 개간지 자체만을 보면 평균고도 455m, 경사도 $15^{\circ}$ 이르며, 최대 경사도는 $70^{\circ}$에 육박하였다. 파편화에 따른 패치 경향을 보면, 1993년에서 2002년 동안 패치수 394에서 1,241개로 증가하였으며, 패치의 증가와 함께 패치의 형태지수와 프랙탈 차원도 약간 증가하였다. 경작지 개간 고도는 $450{\sim}750$에서 가장 많이 진행되었다. 북한 농업 생산성은 정치 및 사회구조의 개건, 농업 발전을 위한 외부지원, 산지삼림의 복원이 동시에 이루어져야 개선될 것으로 보인다.

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Efficient isolation of sperm with high DNA integrity and stable chromatin packaging by a combination of density-gradient centrifugation and magnetic-activated cell sorting

  • Chi, Hee-Jun;Kwak, Su-Jin;Kim, Seok-Gi;Kim, Youn-Young;Park, Ji-Young;Yoo, Chang-Seok;Park, Il-Hae;Sun, Hong-Gil;Kim, Jae-Won;Lee, Kyeong-Ho
    • Clinical and Experimental Reproductive Medicine
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    • 제43권4호
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    • pp.199-206
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    • 2016
  • Objective: This study was carried out to investigate the correlations of the sperm DNA fragmentation index (DFI) with semen parameters and apoptosis, and to investigate the effects of density-gradient centrifugation (DGC) and magnetic-activated cell sorting (MACS) on reducing the proportion of sperm with DNA fragmentation and protamine deficiency. Methods: Semen analysis and a sperm DNA fragmentation assay were performed to assess the correlations between semen parameters and the DFI in 458 semen samples. Sperm with progressive motility or non-apoptosis were isolated by DGC or MACS, respectively, in 29 normozoospermic semen samples. The effects of DGC or MACS alone and of DGC and MACS combined on reducing the amount of sperm in the sample with DNA fragmentation and protamine deficiency were investigated. Results: The sperm DFI showed a significant correlation (r=-0.347, p< 0.001) with sperm motility and morphology (r=-0.114, p< 0.05) but not with other semen parameters. The DFI ($11.5%{\pm}2.0%$) of semen samples was significantly reduced by DGC ($8.1%{\pm}4.1%$) or MACS alone ($7.4%{\pm}3.9%$) (p< 0.05). The DFI was significantly further reduced by a combination of DGC and MACS ($4.1%{\pm}1.3%$, p< 0.05). Moreover, the combination of DGC and MACS ($1.6%{\pm}1.1%$, p< 0.05) significantly reduced the protamine deficiency rate of semen samples compared to DGC ($4.4%{\pm}3.2%$) or MACS alone ($3.4%{\pm}2.2%$). Conclusion: The combination of DGC and MACS may be an effective method to isolate high-quality sperm with progressive motility, non-apoptosis, high DNA integrity, and low protamine deficiency in clinical use.

Early Aortic Valve Replacement in Symptomatic Normal-Flow, Low-Gradient Severe Aortic Stenosis: A Propensity Score-Matched Retrospective Cohort Study

  • Kyu Kim;Iksung Cho;Kyu-Yong Ko;Seung-Hyun Lee;Sak Lee;Geu-Ru Hong;Jong-Won Ha;Chi Young Shim
    • Korean Circulation Journal
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    • 제53권11호
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    • pp.744-755
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    • 2023
  • Background and Objectives: Aortic valve replacement (AVR) is considered a class I indication for symptomatic severe aortic stenosis (AS). However, there is little evidence regarding the potential benefits of early AVR in symptomatic patients diagnosed with normal-flow, low-gradient (NFLG) severe AS. Methods: Two-hundred eighty-one patients diagnosed with symptomatic NFLG severe AS (stroke volume index ≥35 mL/m2, mean transaortic pressure gradient <40 mmHg, peak transaortic velocity <4 m/s, and aortic valve area <1.0 cm2) between January 2010 and December 2020 were included in this retrospective study. After performing 1:1 propensity score matching, 121 patients aged 75.1±9.8 years (including 63 women) who underwent early AVR within 3 months after index echocardiography, were compared with 121 patients who received conservative care. The primary outcome was a composite of all-cause death and heart failure (HF) hospitalization. Results: During a median follow-up of 21.9 months, 48 primary outcomes (18 in the early AVR group and 30 in the conservative care group) occurred. The early AVR group demonstrated a significantly lower incidence of primary outcomes (hazard ratio [HR], 0.52; 95% confidence interval [CI], 0.29-0.93; p=0.028); specifically, there was no significant difference in all-cause death (HR, 0.51; 95% CI, 0.23-1.16; p=0.110), although the early AVR group showed a significantly lower incidence of hospitalization for HF (HR, 0.43; 95% CI, 0.19-0.95, p=0.037). Subgroup analyses supported the main findings. Conclusions: An early AVR strategy may be beneficial in reducing the risk of a composite outcome of death or hospitalization for HF in symptomatic patients with NFLG severe AS. Future randomized studies are required to validate and confirm our findings.

Optical Sensing for Evaluating the Severity of Disease Caused by Cladosporium sp. in Barley under Warmer Conditions

  • Oh, Dohyeok;Ryu, Jae-Hyun;Oh, Sehee;Jeong, Hoejeong;Park, Jisung;Jeong, Rae-Dong;Kim, Wonsik;Cho, Jaeil
    • The Plant Pathology Journal
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    • 제34권3호
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    • pp.236-240
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    • 2018
  • Crop yield is critically related to the physiological responses and disease resistance of the crop, which could be strongly affected by high temperature conditions. We observed the changes in the growth of barley under higher than ambient air-temperature conditions using a temperature gradient field chamber (TGFC) during winter and spring. Before the stem extension stage of barley growth, Cladosporium sp. spontaneously appeared in the TGFC. The severity of disease became serious under warmer temperature conditions. Further, the stomata closed as the severity of the disease increased; however, stomatal conductance at the initial stage of disease was higher than that of the normal leaves. This was likely due to the Iwanov effect, which explains that stressed plants rapidly and transiently open their stomata before longer-term closure. In this study, we tested three optical methods: soil-plant analysis development (SPAD) chlorophyll index, photochemical reflectance index (PRI), and maximum quantum yield (Fv/Fm). These rapid evaluation methods have not been used in studies focusing on disease stress, although some studies have used these methods to monitor other stresses. These three indicative parameters revealed that diseased barley exhibited lower values of these parameters than normal, and with the increase in disease severity, these values declined further. Our results will be useful in efficient monitoring and evaluation of crop diseases under future warming conditions.

투명한 PMMA 로 된 플라스틱 섬유의 광학적 성질 (Optical Properties of Plastic Fiber Made from a Transparent Polymethylmethacrylate)

  • 채희주
    • 대한화학회지
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    • 제33권4호
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    • pp.431-435
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    • 1989
  • 완전히 불순물을 제거한 투명한 polymethylmethacrylate(PMMA)의 prerod를 제조하여 연속 열연신하여 얻은 플라스틱 섬유의 연신온도($T_d$)에 따른 굴절율, 굴절율분포, 복굴절율 및 전송손실율을 측정하였다. $T_d$가 높을수록 다소 낮은 굴절율을 보였으나, 섬유의 중심에서 주변으로 감에 따른 굴절율분포는 오히려 낮은 $T_d$에서가 현저했고, 높은 $T_d$에서는 주변에서만 급격한 굴절율의 강하를 보였다. 또한 $T_d$가 220$^{\circ}C$ 미만에서는 복굴절을 ${\Delta}$n = $5{sim}6{\times}10^{-4}$을 보이고 그 보다 높은 온도의 $T_d$에서는 이러한 현상이 나타나지 않았다. Attenuation은 높은 $T_d$일수록 낮은 값을 보였다.

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능동형 차량 현가장치의 성능 향상을 위한 구조 최적화 (Structural Optimization of Active Vehicle Suspension Systems)

  • 김창동;정의봉
    • 대한기계학회논문집
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    • 제17권6호
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    • pp.1381-1388
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    • 1993
  • 본 연구에서는 구조계와 제어계가 결합된계에 대하여, 성능 평가함수의 구조 설계변수에 대한 감도를 Riccati방정식으로부터 직접 해석할 수 있는 효율적인 방안을 제시하여 동시최적설계가 가능토록한다. 그리고 유색잡음의 불규칙 노면입력을 받는 차체탄성을 고려한 Hac의 2륜 차량의 모델에 LQG제어를 행한 경우에 대하여, 본 연구 방법을 적용시켜 동시 최적화를 수행한 제어성능 특성을 종래의 최적제어만에 의한 제어성능과 비교, 검토 한다. 구조설계변수로는 현가장치의 강성특성, 감쇠특성 및 현가장치 지지점의 위치로 선정한다.

Comparison study of intensity modulated arc therapy using single or multiple arcs to intensity modulated radiation therapy for high-risk prostate cancer

  • Ashamalla, Hani;Tejwani, Ajay;Parameritis, Ioannis;Swamy, Uma;Luo, Pei Ching;Guirguis, Adel;Lavaf, Amir
    • Radiation Oncology Journal
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    • 제31권2호
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    • pp.104-110
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    • 2013
  • Purpose: Intensity modulated arc therapy (IMAT) is a form of intensity modulated radiation therapy (IMRT) that delivers dose in single or multiple arcs. We compared IMRT plans versus single-arc field (1ARC) and multi-arc fields (3ARC) IMAT plans in high-risk prostate cancer. Materials and Methods: Sixteen patients were studied. Prostate ($PTV_P$), right pelvic ($PTV_{RtLN}$) and left pelvic lymph nodes ($PTV_{LtLN}$), and organs at risk were contoured. $PTV_P$, $PTV_{RtLN}$, and $PTV_{LtLN}$ received 50.40 Gy followed by a boost to $PTV_B$ of 28.80 Gy. Three plans were per patient generated: IMRT, 1ARC, and 3ARC. We recorded the dose to the PTV, the mean dose ($D_{MEAN}$) to the organs at risk, and volume covered by the 50% isodose. Efficiency was evaluated by monitor units (MU) and beam on time (BOT). Conformity index (CI), Paddick gradient index, and homogeneity index (HI) were also calculated. Results: Average Radiation Therapy Oncology Group CI was 1.17, 1.20, and 1.15 for IMRT, 1ARC, and 3ARC, respectively. The plans' HI were within 1% of each other. The $D_{MEAN}$ of bladder was within 2% of each other. The rectum $D_{MEAN}$ in IMRT plans was 10% lower dose than the arc plans (p < 0.0001). The GI of the 3ARC was superior to IMRT by 27.4% (p = 0.006). The average MU was highest in the IMRT plans (1686) versus 1ARC (575) versus 3ARC (1079). The average BOT was 6 minutes for IMRT compared to 1.3 and 2.9 for 1ARC and 3ARC IMAT (p < 0.05). Conclusion: For high-risk prostate cancer, IMAT may offer a favorable dose gradient profile, conformity, MU and BOT compared to IMRT.