• Title/Summary/Keyword: Source separation

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POTENTIAL OF MULTI-BAND SAR DATA FOR CLASSIFYING FOREST COVER TYPE

  • Shin, Jung-Il;Yoon, Jong-Suk;Kang, Sung-Jin;Lee, Kyu-Sung
    • Proceedings of the KSRS Conference
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    • 2007.10a
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    • pp.258-261
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    • 2007
  • Although there have been lack of studies using X-band SAR data particularly for forestry application as compared to C-, and L-band SAR data, it has a potential to distinguish tree species because most signals are backscattered on the top of canopy. This study aimed to compare signal characteristics of multi-band SAR data including X-band for classifying tree species. The data used for the study are SIR-C/X-SAR data (X-, C-, L-band) obtained on Oct. 3, 1994 over the forest area near Seoul, S. Korea. Thirty ground sample plots were collected per each tree species. Initial comparison of backscattering coefficients among three SAR bands shows that X-band data showed better separation of tree species than C- and L-band SAR data irrespective of polarization. The weak penetrating in canopy layer might be possible source of information for X-band data to be useful for the classification of forest species and cover type mapping.

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The Tonic Effect of the Extract from Male Silkworm (Bombyx mori L.) Pupae on Rats

  • Ryu, Kang-Sun;Ahn, Mi-Young;Lee, Heui-Sam;Kim, Iksoo;Kim, Jin-Won;Kim, Sang-Hyun;Park, Jin-Ho
    • International Journal of Industrial Entomology and Biomaterials
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    • v.5 no.1
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    • pp.123-126
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    • 2002
  • More than three hundred million men in the world are suffering from erectile dysfunction. Korean ancient medical records say that the unmated male silkworm moth is effective in strengthening men's vitality, but no scientific examination has preyed its clinical efficacy. Currently, silkworm moths are not allowed for food-stuff. Thus, we selected silkworm of 14-days-after-metamorphosis, at which external morphology possesses that of pupae, but internal component is that of moths. To obtain the reliable source of unmated male silkworm moth, we used the sex-limited silkworm breed with larval marking. The body marker allows casual separation of sex during larval period, preventing mating right after emergence from cocoon. Using the extract prepared with the pupae of 14-days-after-metamorphosis, we investigated the tonic effect of the extract on the rat fed the extract for three weeks. The results showed that the testosterone levels in serum increased maximum by 19%, that of testicle increased maximum by 200%, and athletic endurance of the rats rose by 6%, suggesting positive tonic effect of the pupae prepared at the stage of 14 days after metamorphosis.

Wave Responses and Ship Motions in a Harbor Excited by Long Waves(II) (항만내 파도응답과 계류선박의 운동해석(II))

  • I.H. Cho;Hang-S. Choi
    • Journal of the Society of Naval Architects of Korea
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    • v.30 no.1
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    • pp.87-93
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    • 1993
  • The motion response of a ship moored in a rectangular harbor excited by long waves has been studied theoretically and experimentally. Experiments are performed in a shallow basin. A ship model is set moored by soft springs at various positions in a model harbor subjected to regular waves with period ranging from 2 to 3 seconds. Wave and ship responses are measured and compared with theory. It is found that theoretical results agree qualitatively with experimental results. The main source of quantitative discrepancies is presumably due to real fluid effects such as separation at the harbor entrance and friction on harbor boundaries.

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Removal of heavy metals using waste sludge by biosorptive flotation (폐슬러지를 이용한 흡착·부상 공정에 의한 중금속 제거)

  • Lee Chang-Han;Ahn Kab-Hwan
    • Journal of Environmental Science International
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    • v.14 no.7
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    • pp.691-697
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    • 2005
  • Waste sludge may be used to recovery wastewater contaminated with heavy metals. The waste sludge is an inexpensive readily available source of biomass for biosorption with metal-bearing wastewater. The biosorption of heavy metals such as Pb(II), Cu(II), Cr(II), and Cd(II) onto waste sludge was investigated in batch ex­periments and waste sludge loaded heavy metals was separated by dissolved air flotation. The biosorption equi­bria of heavy metals could be described by Langmuir and Freundich isotherms. The adsorption capacity for waste sludge was in the sequence of Pb(II)>Cr(II)>Cu(II)>Cd(II). The system attained equilibrium about 20 min. The Langmuir and Freundlich adsorption model effectively described the biosorption equilibrium of Cu(II) and Cr(II) ions on waste sludge. Maximum adsorption capacity of Cu(II) and Cr(II) were 196.08 and 158.73 mg/g, respectively. Solid-liquid separation efficiencies were kept above $95\%$ on waste sludge loaded heavy metals, and were decreased with pH increasing.

Characteristics of Thermodynamic Performance of Organic Flash Cycle (OFC) (유기 플래쉬 사이클(OFC)의 열역학적 성능 특성)

  • Kim, Kyounghoon;Jung, Youngguan;Park, Sanghee
    • Transactions of the Korean hydrogen and new energy society
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    • v.24 no.1
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    • pp.91-97
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    • 2013
  • Recently a novel cycle named organic flash cycle (OFC) has been proposed which has improved potential for power generation from low-temperature heat sources. This study carries out thermodynamic performance analysis of OFC using various working fluids for recovery of low-grade heat sources in the form of sensible energy. Special attention is focused on the optimum flash temperature at which the exergy efficiency has the maximum value. Under the optimal conditions with respect to the flash temperature, the thermodynamic performances of important system variables including mass flow ratio, separation ratio, heat addition, specific volume flow rate at turbine exit, and exergy efficiency are thoroughly investigated. Results show that the exergy efficiency has a peak value with respect to the flash temperature and the optimum working fluid which shows the best exergy efficiency varies with the operating conditions.

Estimation of the Number of Sources Based on Hypothesis Testing

  • Xiao, Manlin;Wei, Ping;Tai, Heng-Ming
    • Journal of Communications and Networks
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    • v.14 no.5
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    • pp.481-486
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    • 2012
  • Accurate and efficient estimation of the number of sources is critical for providing the parameter of targets in problems of array signal processing and blind source separation among other such problems. When conventional estimators work in unfavorable scenarios, e.g., at low signal-to-noise ratio (SNR), with a small number of snapshots, or for sources with a different strength, it is challenging to maintain good performance. In this paper, the detection limit of the minimum description length (MDL) estimator and the signal strength required for reliable detection are first discussed. Though a comparison, we analyze the reason that performances of classical estimators deteriorate completely in unfavorable scenarios. After discussing the limiting distribution of eigenvalues of the sample covariance matrix, we propose a new approach for estimating the number of sources which is based on a sequential hypothesis test. The new estimator performs better in unfavorable scenarios and is consistent in the traditional asymptotic sense. Finally, numerical evaluations indicate that the proposed estimator performs well when compared with other traditional estimators at low SNR and in the finite sample size case, especially when weak signals are superimposed on the strong signals.

Importance of Baseflow Separation and Nonpoint Source Pollutant Loadings through Baseflow for Efficient Watershed Managemen (효율적인 유역관리를 위한 기저유출 분리 및 기저비점의 중요성)

  • Han, Jeong Ho;Kum, Dong Hyuk;Kim, Jonggun;Lim, Kyoun Jae
    • Proceedings of the Korea Water Resources Association Conference
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    • 2017.05a
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    • pp.88-88
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    • 2017
  • 유역에서의 효율적인 수량 및 수질 관리를 위해서는 정확한 수문 구성요소에 대한 이해가 선행되어야 한다. 유출 수문곡선을 이용한 많은 연구가 수행되었음에도 불구하고 정확한 기저유출 산정에 관한 연구는 매우 제한적으로 수행되어 왔다. 수문학교과서에 수록된 다양한 기저유출 방법은 실제 장기 유출 수문곡선에 적용하는데 한계가 있으며, 유역의 다양한 유출특성을 반영할 수 없다. 따라서 본 연구에서는 USGS에서 개발한 기저유출 분리 모형와 SWAT BFlow, 그리고 WHAT 시스템에 특성에 대해서 분석하였으며, 이러한 모형을 이용한 기저유출 분석의 한계점을 제시하였다. 정확한 기저유출 분리를 위해서는 유역의 감수곡선 특성을 반영한 기저유출 분리가 이루어져야 하며, 주지하수 감수곡선처럼 유역 대표 감수 특성을 이용하기 보다는 유황이나 계절별 감수특성을 고려한 김수 특성 인자에 대한 연구가 필요하다. 이외에도 유역에서 기저유출로 인한 오염부하 특성을 NO3-N을 중심으로 분석하여 정확한 기저유출 산정의 중요성을 제시하였다. 이와 같이 기저유출과 같은 수문 구성 요소에 대한 정확한 이해 없이는 효율적인 수량 및 수질 관리가 어려울 것으로 판단된다.

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Vehicle-induced aerodynamic loads on highway sound barriers part 2: numerical and theoretical investigation

  • Wang, Dalei;Wang, Benjin;Chen, Airong
    • Wind and Structures
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    • v.17 no.5
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    • pp.479-494
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    • 2013
  • The vehicle-induced aerodynamic loads bring vibrations to some of the highway sound barriers, for they are designed in consideration of natural wind loads only. As references to the previous field experiment, the vehicle-induced aerodynamic loads is investigated by numerical and theoretical methodologies. The numerical results are compared to the experimental one and proved to be available. By analyzing the flow field achieved in the numerical simulation, the potential flow is proved to be the main source of both head and wake impact, so the theoretical model is also validated. The results from the two methodologies show that the shorter vehicle length would produce larger negative pressure peak as the head impact and wake impact overlapping with each other, and together with the fast speed, it would lead to a wake without vortex shedding, which makes the potential hypothesis more accurate. It also proves the expectation in vehicle-induced aerodynamic loads on Highway Sound Barriers Part1: Field Experiment, that max/min pressure is proportional to the square of vehicle speed and inverse square of separation distance.

Power line interference noise elimination method based on independent component analysis in wavelet domain for magnetotelluric signal

  • Cao, Xiaoling;Yan, Liangjun
    • Geosystem Engineering
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    • v.21 no.5
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    • pp.251-261
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    • 2018
  • With the urbanization in recent years, the power line interference noise in electromagnetic signal is increasing day by day, and has gradually become an unavoidable component of noises in magnetotelluric signal detection. Therefore, a kind of power line interference noise elimination method based on independent component analysis in wavelet domain for magnetotelluric signal is put forward in this paper. The method first uses wavelet decomposition to change single-channel signal into multi-channel signal, and then takes advantage of blind source separation principle of independent component analysis to eliminate power line interference noise. There is no need to choose the layer number of wavelet decomposition and the wavelet base of wavelet decomposition according to the observed signal. On the treatment effect, it is better than the previous power line interference removal method based on independent component analysis. Through the de-noising processing to actual magnetotelluric measuring data, it is shown that this method makes both the apparent resistivity curve near 50 Hz and the phase curve near 50 Hz become smoother and steadier than before processing, i.e., it effectively eliminates the power line interference noise.

Development of Hardware and Monitoring Software for Stable Operation of Fire Pumps (소방펌프의 안정적 운영을 위한 하드웨어 및 모니터링 소프트웨어 개발)

  • Ku, Bonhyu;Kim, Doo-Hyun;Kim, Sung-Chul
    • Journal of the Korean Society of Safety
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    • v.37 no.4
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    • pp.28-35
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    • 2022
  • This study is aimed to develop a safety diagnosis system for fire pumps that detects normal and abnormal signals for the stable operation of the system. Hence, the following activities were carried out: first, a threshold value was identified for the normal operation and six abnormal operations (adherence of impeller, absence of water source, separation of pump and motor, run-stop operation, air inflow into the casing, and reverse-phase loss of the power line) reflecting changes in the current, flow and pressure of fire pumps; secondly, based on the identified signals, an algorithm capable of detecting three abnormal signals was developed and in terms of hardware, a current, pressure and flow sensor suitable for the analogue input values of NI-6009 was designed and installed. This combination of the hardware and software is applicable as a diagnosis system to ensure the stable operation of fire pumps.