• Title/Summary/Keyword: multi-response data

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Specialization Strategy for Regional Agriculture Based on the Relationship between Development on Specialized Crops and Impact of Climate Change -Focused on Orchard Crops- (특화작목과 기후변화 간 영향 분석을 통한 지역농업 활성화 전략 연구 -과수를 중심으로-)

  • Hwang, Jae-Hee;Kim, Hyun-Joong;Lee, Seong-Woo
    • Journal of Korean Society of Rural Planning
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    • v.18 no.3
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    • pp.149-164
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    • 2012
  • The purpose of the present study is to construct a rural development strategy from the nexus between spatial changes in specialized crops and suitable cultivation area of the crops. This paper pays particular attention to identify product life cycle of specialized crops in rural areas and estimate the impact of climate change on alterations in spatial distribution of the crops. In order to do so, first of all, this study applies multi-level model (Random coefficient model) to estimate the regional coefficient of five orchard crops. It utilizes the data 1995 to 2010 Korea Agricultural Census. Futhermore, it also adopts overlay analysis by ArcGIS to identify the development path of the crops and the relationship with climate change. Based on the results, it suggests a mechanism activating regional agriculture. The findings propose re-searching and relocating specialized regions of the crops. Especially, it proves each rural area can drive the new agricultural strategy to strengthen regional agriculture by estimating the relationship between development of specialized crops and suitable cultivation areas. For instance, shifting specialized crops in particular regions and enriching genetic or species varieties can be primary measures and it will contribute to improve the reliable base for income sources in the rural communities. This paper also offers specific policy implications regarding rural development plans in response to crops' life cycle and climate changes.

Sensor-based Technology for Assessing Drought Stress in Two Warm-Season Turfgrasses (난지형 잔디의 건조 스트레스를 측정하기 위한 센서 기술 연구)

  • Lee, Joon-Hee;Trenholm, Laurie E.;Unruh, J. Bryan;Hur, Jae-Ho
    • Asian Journal of Turfgrass Science
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    • v.20 no.2
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    • pp.213-221
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    • 2006
  • This study was designed to determine what sensor-based technologies might reliably and accurately predict irrigation scheduling needs of warm-season turfgrass. 'Floratam' St. Augustinegrass[Stenotaphrum secundatum(Walt.) Kuntze] and 'Sea Isle I' seashore paspalum(Paspalum vaginatum Swartz) were established in tubs in the Envirotron Turfgrass Research Laboratory in Gainesville, FL in the spring of 2002. Each grass was subjected to repeated dry-down cycles where irrigation was withheld. Sensor-based data were collected and these evaluations were used to determine if irrigation scheduling could be determined based on plant response during dry-down. Results indicated that reflectance indices($P{\le}0.001$) and soil moisture($P{\le}0.0001$) throughout the dry-down cycle can predict the need for irrigation scheduling as turf quality declined below acceptable levels.

Negative Selection Algorithm based Multi-Level Anomaly Intrusion Detection for False-Positive Reduction (과탐지 감소를 위한 NSA 기반의 다중 레벨 이상 침입 탐지)

  • Kim, Mi-Sun;Park, Kyung-Woo;Seo, Jae-Hyun
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.16 no.6
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    • pp.111-121
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    • 2006
  • As Internet lastly grows, network attack techniques are transformed and new attack types are appearing. The existing network-based intrusion detection systems detect well known attack, but the false-positive or false-negative against unknown attack is appearing high. In addition, The existing network-based intrusion detection systems is difficult to real time detection against a large network pack data in the network and to response and recognition against new attack type. Therefore, it requires method to heighten the detection rate about a various large dataset and to reduce the false-positive. In this paper, we propose method to reduce the false-positive using multi-level detection algorithm, that is combine the multidimensional Apriori algorithm and the modified Negative Selection algorithm. And we apply this algorithm in intrusion detection and, to be sure, it has a good performance.

The Phenomenological Study on Multi-cultural Youth's Experience of the Discrimination in School (다문화 청소년이 학교에서 경험하는 차별에 대한 현상학적 연구)

  • Lee, Su-Min;Yang, Nan-Mee;Lee, A Ra
    • The Journal of the Korea Contents Association
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    • v.21 no.5
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    • pp.776-793
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    • 2021
  • The purposed of this study is to deeply understand the discrimination experiences of multicultural youth in school. For this, an interview with 12 multicultural youth was conducted and the data was analyzed using Giorgi's method of psychological phenomenology. As a result, 58 main meaning units, 22 emerging themes, and 9 essential themes were drawn. The essential themes consist of 'Experience of unwanted exposure of multicultural origin and negative emotions', 'Determination of his or her existence based on the multicultural family', 'Not affected by the fact that he or she is from multicultural family', 'A favorable response on multiple cultures and experience of favor', 'Discrimination on grounds of unmanageable fact', 'Becoming a figure of fun and being bullied', 'Unhelpful multicultural education and interests from one's surroundings', 'The impact of unstoppable and unresolved discrimination' and 'Self-awareness as a multicultural youth'. Based on these results, discussion and implications of the study were presented.

Multi-channel analyzer based on a novel pulse fitting analysis method

  • Wang, Qingshan;Zhang, Xiongjie;Meng, Xiangting;Wang, Bao;Wang, Dongyang;Zhou, Pengfei;Wang, Renbo;Tang, Bin
    • Nuclear Engineering and Technology
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    • v.54 no.6
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    • pp.2023-2030
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    • 2022
  • A novel pulse fitting analysis (PFA) method is presented for the acquisition of nuclear spectra. The charging process of the feedback capacitor in the resistive feedback charge-sensitive preamplifier is equivalent to the impulsive pulse, and its impulse response function (IRF) can be obtained by non-linear fitting of the falling edge of the nuclear pulse. The integral of the IRF excluding the baseline represents the energy deposition of the particles in the detector. In addition, since the non-linear fitting process in PFA method is difficult to achieve in the conventional architecture of spectroscopy system, a new multi-channel analyzer (MCA) based on Zynq SoC is proposed, which transmits all the data of nuclear pulses from the programmable logic (PL) to the processing system (PS) by high-speed AXI-Stream in order to implement PFA method with precision. The linearity of new MCA has been tested. The spectrum of 137Cs was obtained using LaBr3(Ce) scintillator detector, and was compared with commercial MCA by ORTEC. The results of tests indicate that the MCA based on PFA method has the same performance as the commercial MCA based on pulse height analysis (PHA) method and excellent linearity for γ-rays with different energies, which infers that PFA method is an effective and promising method for the acquisition of spectra. Furthermore, it provides a new solution for nuclear pulse processing algorithms involving regression and iterative processes.

Blind Noise Separation Method of Convolutive Mixed Signals (컨볼루션 혼합신호의 암묵 잡음분리방법)

  • Lee, Haeng-Woo
    • The Journal of the Korea institute of electronic communication sciences
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    • v.17 no.3
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    • pp.409-416
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    • 2022
  • This paper relates to the blind noise separation method of time-delayed convolutive mixed signals. Since the mixed model of acoustic signals in a closed space is multi-channel, a convolutive blind signal separation method is applied and time-delayed data samples of the two microphone input signals is used. For signal separation, the mixing coefficient is calculated using an inverse model rather than directly calculating the separation coefficient, and the coefficient update is performed by repeated calculations based on secondary statistical properties to estimate the speech signal. Many simulations were performed to verify the performance of the proposed blind signal separation. As a result of the simulation, noise separation using this method operates safely regardless of convolutive mixing, and PESQ is improved by 0.3 points compared to the general adaptive FIR filter structure.

Energy-efficient Correlated Data Placement Techniques for Multi-disk-based Mobile Systems (다중 디스크 기반 모바일 시스템 대상의 에너지 효율적인 연관 데이타 배치 기법)

  • Kim, Young-Jin;Kwon, Kwon-Taek;Kim, Ji-Hong
    • Journal of KIISE:Computer Systems and Theory
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    • v.34 no.3
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    • pp.101-112
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    • 2007
  • Hard disks have been the most prevalent secondary storage devices and these days their usage is becoming more important in mobile computing systems due to I/O intensive applications such as multimedia applications and games. However, significant power consumption in the disk drives still limits battery lifetimes of mobile systems critically. In this paper, we show that using several smaller disks (instead of one large disk) can be an energy-efficient secondary storage solution on typical mobile platforms without a significant performance delay. Also, we propose a novel energy-efficient technique, which clusters related data into groups and migrates the correlated groups to the same disk. We compare this method with the existing data concentration scheme, and also combine them. The experiments show that our technique saves the energy consumption up to 34% when a pair of 1.8' disks is used instead of a single 2.5' disk with a negligible increase in the average response time. The results also show that our method also saves up to 14.8% of disk energy consumption and improve the average I/O response time by up to 10 times over the existing scheme.

Evaluation of Water Productivity of Thailand and Improvement Measure Proposals

  • Suthidhummajit, Chokchai;Koontanakulvong, Sucharit
    • Proceedings of the Korea Water Resources Association Conference
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    • 2019.05a
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    • pp.176-176
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    • 2019
  • Thailand had issued a national strategic development master plan with issues related to water resources and water security in the entire water management. Water resources are an important factor of living and development of the country's socio-economy to be stable, prosperous and sustainable. Therefore, water management in both multidimensional and multi-sectoral systems is important and will supports socio-economic and environmental development. The direction of national development in accordance with the national strategic framework for 20 years that requires the country to level up security level in terms of water, energy and food. To response to the proposed goals, there is a subplan to increase water productivity of the entire water system for economical development use by evaluating use value and to create more value added from water use to meet international standard level. This study aims to evaluate the water productivity of Thailand in each basin and all sectors such as agricultural sector, service and industrial sectors by using the water use data from water account analysis and GDP data from NESDB during the past 10 years (1996-2015). The comparison of water productivity with other countries will also be conducted and in addition, the measures to improve water productivity in next 20 years will be explored to response to the National Strategic Master Plan goals. Water productivity is defined as output per unit of water depleted. The simplest way to compare water productivity across different enterprises is in monetary terms. World Bank presents water productivity as an indication of the efficiency by which each country uses its water resources. There are two data sets used for water productivity analyses, i.e., the first is water use data at end users and the second is Gross Domestic Product. The water use at end users are estimated by water account method based on the System of Environmental-Economic Accounting for Water (SEEA-Water) concept of United Nations. The water account shows the analyses of the water balance between the use and supply of each water resource in physical terms. The water supply and use linkage in the water account analyses separated into each phases, i.e., water sources, water managers, water service providers, water user at end user under water regulators of all kinds of water use activities such as household, industrial, agricultural, tourism, hydropower, and ecological conservation uses. The Gross Domestic Product (GDP), a well- known measuring method of the national economic growth is not actually a comprehensive approach to describe all aspects of national economic status, since GDP does not take into account the costs of the negative impacts to natural resources that result from the overexploitation of development projects, however, at present, integrating the environment with the economy of a country to measure its economic growth with GDP is acceptable worldwide. The study results will show the water use at each basin, use types at end users, water productivity in each sector from 1996-2015 compared with other countries, Besides the productivity improvement measures will be explored and proposed for the National Strategic Master Plan.

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The Effect of Bundle Framing on Purchase Intention (묶음제품 프레이밍이 구매의사 결정에 미치는 영향)

  • Lee, So-Young;Kim, Hyang-Mi
    • Journal of Digital Convergence
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    • v.12 no.12
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    • pp.233-241
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    • 2014
  • This study explore how framing affects the consumer's attitude toward the bundle products. On the basis of the framing theory, response compatibility hypothesis and regulatory focus theory, this study examine the impact of framing on the consumer's choice in multi-alternative set and analyzes the manner in which he/she selects or rejects an alternative. The data obtained from experiment shows that : 1. Consumers focus on the positive attributes of in selection task, however, in rejection task he/she will focus on negative attributes. 2. Consumers are not influenced by prevention framing when he/she selects an alternative however, he/she is not influenced by promotion framing when reject an alternative. Understanding the underlying cognitive process of choosing abd rejecting in multiple alernatives can help marketers to create effective framing strategies for the bundle product.

Power Estimation and Optimum Design of a Buoy for the Resonant Type Wave Energy Converter Using Approximation Scheme (근사기법을 활용한 공진형 파력발전 부이의 발전량 추정 및 최적설계)

  • Koh, Hyeok-Jun;Ruy, Won-Sun;Cho, Il-Hyoung
    • Journal of Ocean Engineering and Technology
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    • v.27 no.1
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    • pp.85-92
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    • 2013
  • This paper deals with the resonant type of a WEC (wave energy converter) and the determination method of its geometric parameters which were obtained to construct the robust and optimal structure, respectively. In detail, the optimization problem is formulated with the constraints composed of the response surfaces which stand for the resonance period(heave, pitch) and the meta center height of the buoy. Use of a signal-to-noise ratio calculated from normalized multi-objective results with the weight factor can help to select the robust design level. In order to get the sample data set, the motion responses of the power buoy were analyzed using the BEM (boundary element method)-based commercial code. Also, the optimization result is compared with a robust design for a feasibility study. Finally, the power efficiency of the WEC with the optimum design variables is estimated as the captured wave ratio resulting from absorbed power which mainly related to PTO (power take off) damping. It could be said that the resultant of the WEC design is the economical optimal design which satisfy the given constraints.