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Monitoring Onion Growth using UAV NDVI and Meteorological Factors

  • Na, Sang-Il;Park, Chan-Won;So, Kyu-Ho;Park, Jae-Moon;Lee, Kyung-Do
    • Korean Journal of Soil Science and Fertilizer
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    • v.50 no.4
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    • pp.306-317
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    • 2017
  • Unmanned aerial vehicles (UAVs) became popular platforms for the collection of remotely sensed data in the last years. This study deals with the monitoring of multi-temporal onion growth with very high resolution by means of low-cost equipment. The concept of the monitoring was estimation of multi-temporal onion growth using normalized difference vegetation index (NDVI) and meteorological factors. For this study, UAV imagery was taken on the Changnyeong, Hapcheon and Muan regions eight times from early February to late June during the onion growing season. In precision agriculture frequent remote sensing on such scales during the vegetation period provided important spatial information on the crop status. Meanwhile, four plant growth parameters, plant height (P.H.), leaf number (L.N.), plant diameter (P.D.) and fresh weight (F.W.) were measured for about three hundred plants (twenty plants per plot) for each field campaign. Three meteorological factors included average temperature, rainfall and irradiation over an entire onion growth period. The multiple linear regression models were suggested by using stepwise regression in the extraction of independent variables. As a result, $NDVI_{UAV}$ and rainfall in the model explain 88% and 68% of the P.H. and F.W. with a root mean square error (RMSE) of 7.29 cm and 59.47 g, respectively. And $NDVI_{UAV}$ in the model explain 43% of the L.N. with a RMSE of 0.96. These lead to the result that the characteristics of variations in onion growth according to $NDVI_{UAV}$ and other meteorological factors were well reflected in the model.

A Study on the Resilient Supply of Agricultural Water in Jeju Island by Forecasting Future Demand (미래 수요예측을 통한 제주도 농업용수 회복탄력적 공급 방안에 관한 연구)

  • Go, Jea-han;Jeung, Minhyuk;Beom, Jina;Sung, Mu-hong;Jung, Hyoung-mo;Yoo, Seung-hwan;Yoon, Kwang-sik
    • Journal of The Korean Society of Agricultural Engineers
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    • v.62 no.3
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    • pp.71-83
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    • 2020
  • Resilience is the capacity to maintain essential services under a range of circumstances from normal to extreme. It is achieved through the ability of assets, networks, systems and management to anticipate, absorb and recover from disturbance. It requires adaptive capacity in respect of current and future risks and uncertainties as well as experience to date. The agricultural infrastructures with high resilience can not only reduce the size of the disaster relatively, but also minimize the loss by reducing the time required for recovery. This study aims to evaluate the most suitable drought countermeasures with the analysis of various resilience indices by predicting future agricultural water shortage under land use and climate change scenarios for agricultural areas in Jeju Island. The results showed that the permanent countermeasure is suitable than the temporary countermeasures as drought size and the cost required for recovery increase. Wide-area water supply system, which is a kind of water grid system, is identified as the most advantageous among countermeasures. It is recommended to evaluate the capability of agricultural infrastructure against drought with the various Resilience Indices for reliable assessment of long-term effect.

Evaluation of steel fiber reinforcement effect in segment lining by full scale bending test (실물파괴실험에 의한 세그먼트 라이닝의 강섬유 보강 효과 평가)

  • Lee, Gyu-Phil;Bae, Gyu-Jin;Moon, Do-Young;Kang, Tae-Sung;Chang, Soo-Ho
    • Journal of Korean Tunnelling and Underground Space Association
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    • v.15 no.3
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    • pp.215-223
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    • 2013
  • An experimental research on the possibility of using fiber reinforced concrete precast tunnel segments instead of traditional reinforced concrete(RC) segment has been performed in europe. This solution allows removing the traditional reinforcement with several advantages in terms of quality and cost reduction. Full-scale bending tests were carried out in order to compare the behaviour of the segments under flexural actions on both rebar reinforced concrete and rebar-fiber reinforced elements. The test results showed that the fiber reinforced concrete can substitute the traditional reinforcement; in particular the segment performance is improved by the fiber presence, mainly in terms of crack.

EFFECTS OF PROTEIN LEVEL AND EXTRUSION PROCESSING OF SOYBEAN MEAL ON THE PERFORMANCE OF GROWING PIGS

  • Paik, I.K.;Um, J.S.;Lee, S.H.;Chung, M.S.
    • Asian-Australasian Journal of Animal Sciences
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    • v.8 no.2
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    • pp.129-133
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    • 1995
  • A feeding trial was conducted to evaluate the effects of crude protein concentration (44% vs 48%) and extrusion processing of soybean meal (SBM) on the performance of weanling and growing pigs. One hundred and ninety two (96 pigs of each sex) 3 way crossed (Landrace ${\times}$ Hampshire ${\times}$ Duroc) weaned pigs were allotted to 12 pens each of 16 pigs (8 pigs of each sex). Three pens were assigned to each of the 4 treatment; $T_1$; 44% SBM diet, $T_2$; extruded 44% SBM diet, $T_3$; 48% SBM diet and $T_4$; extruded 48% SBM diet. The 44% SBM diet was formulated to have 18% CP for the starter phase (5-10 wk of age) and 15% CP for the grower phase (10-15 wk of age). The other treatments used equivalent amount of each SBM, replacing the 44% SBM. Chemical assay showed that extrusion processing generally decreased amino acid content especially total lysine and available lysine. Extrusion increased Hunterlab color +a value and decreased the urease activity index. The body weight gains for the $T_3$ and $T_4$ pigs were significantly(p < 0.05) greater than for those on $T_1$ and $T_2$ for the starter phase, but not the grower phase. Extrusion processing did not improve weight gain. Feed intake for the overall period was significantly(p < 0.05) different among treatments. The feed conversion ratios were not significantly different among treatments. An economic analysis showed that the high protein (48%) SBM diet was more cost effective than the low protein(44%) SBM diet, for the starter phase.

Implementation of a Large-scale Web Query Processing System Using the Multi-level Cache Scheme (계층적 캐시 기법을 이용한 대용량 웹 검색 질의 처리 시스템의 구현)

  • Lim, Sung-Chae
    • Journal of KIISE:Computing Practices and Letters
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    • v.14 no.7
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    • pp.669-679
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    • 2008
  • With the increasing demands of information sharing and searches via the web, the web search engine has drawn much attention. Although many researches have been done to solve technical challenges to build the web search engine, the issue regarding its query processing system is rarely dealt with. Since the software architecture and operational schemes of the query processing system are hard to elaborate, we here present related techniques implemented on a commercial system. The implemented system is a very large-scale system that can process 5-million user queries per day by using index files built on about 65-million web pages. We implement a multi-level cache scheme to save already returned query results for performance considerations, and the multi-level cache is managed in 4-level cache storage areas. Using the multi-level cache, we can improve the system throughput by a factor of 4, thereby reducing around 70% of the server cost.

Application of ELISA for the Detection of Penicillin Antibiotic Residues in Live Animal

  • Lee, H.J.;Lee, M.H.;Han, In K.
    • Asian-Australasian Journal of Animal Sciences
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    • v.13 no.11
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    • pp.1604-1608
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    • 2000
  • Penicillin antibiotics such as penicillin G, ampicillin and amoxicillin have been widely used in the pig industry to control salmonellosis, bacterial pneumonia, and urinary tract infections. Extensive use of antibiotics in veterinary clinics has resulted in tissue residues and bacterial resistance. To prevent unwanted drug residues entering the human food chain, extensive control measures have been established by both government authorities and industries. The demands for reliable, simple, sensitive, rapid and low-cost methods for residue analysis of foods are increasing. In this study, we established a rapid prediction test for the detection of pigs with unacceptable tissue residues of penicillins. The recommended therapeutic doses of three penicillins, penillin G (withdrawal time, 7 days), ampicillin (withdrawal time, 7 days) and amoxicillin (withdrawal time, 14 days), were administered to three groups of 20 pigs each. Blood was sampled before drug administration and during the withdrawal period. The concentration of penicillins in plasma, determined by a semi-quantitative ELISA, were compared to that of internal standard, 4 ppb, which corresponded to the Maximum Residue Limit in milk. The absorbance ratio of internal standard to sample (B/Bs) was employed as an index to determine whether drug residues in pig tissues were negative or positive. That is, a B/Bs ratio less than 1 was considered residue positive, and larger than 1 negative. All 60 plasma samples from pigs were negative to three penicillins at pretreatment. Penicillin G could be detected in the plasma of the treated pigs until day 4 post-treatment and ampicillin until day 2, whereas amoxicillin could be detected until day 10 of its withdrawal period. The present study showed that the semi-quantitative ELISA could be easily adapted to detect residues of penicillin antibiotics (penicillin G, ampicillin and amoxicillin) in live pigs.

A Study on the Correlation between the Second Derivative of Photoplethysmogram and Quality of Life using SF-36 Questionnaire in Women (광용적맥파와 SF-36을 이용한 여성의 삶의 질 관계 연구)

  • Jang, Young-Hun;Park, Young-Jae
    • The Journal of Korean Medicine
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    • v.41 no.2
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    • pp.34-42
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    • 2020
  • Background and Objectives: The purpose of this study was to examine the relationship between between one's quality of life (QoL) level and the arterial stiffness estimated by the second derivative of photoplethysmogram (SDPTG) for women patients. Methods: A retrospective chart review was performed on charts of 407 women patients (38.38±11.82 years) who visited Gangdong Kyung Hee Hospital between April 1st and September 30th, 2011. Vascular aging index (VAI, (b-c-d)/a), b/a, c/a, and d/a were considered as the arterial stiffness indexes, and the Korean version of the Short-Form 36 (SF-36) were completed to estimate one's physical and mental QoL. Results: Physical and mental components of the SF-36 in older group (50, 60, and 70 years-group) were lower than those in younger group (20 and 30 years-group). Large arterial stiffness-related b/a in older group was higher that in younger group, while small arterial stiffness-related d/a in older group was lower that in younger group. Physical and mental component scores of the SF-36 had the negative correlations with VAI and b/a (r; -0.153~-0.195), while had the positive correlations with c/a and d/a (r; 0.147~0.228). Conclusions: In conclusion, this study suggests that convenient and cost-effective SDPTG test may serve as an auxiliary tool to estimate one's physical and mental QoL.

An Efficient Path Expression Join Algorithm Using XML Structure Context (XML 구조 문맥을 사용한 효율적인 경로 표현식 조인 알고리즘)

  • Kim, Hak-Soo;Shin, Young-Jae;Hwang, Jin-Ho;Lee, Seung-Mi;Son, Jin-Hyun
    • The KIPS Transactions:PartD
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    • v.14D no.6
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    • pp.605-614
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    • 2007
  • As a standard query language to search XML data, XQuery and XPath were proposed by W3C. By widely using XQuery and XPath languages, recent researches focus on the development of query processing algorithm and data structure for efficiently processing XML query with the enormous XML database system. Recently, when processing XML path expressions, the concept of the structural join which may determine the structural relationship between XML elements, e.g., ancestor-descendant or parent-child, has been one of the dominant XPath processing mechanisms. However, structural joins which frequently occur in XPath query processing require high cost. In this paper, we propose a new structural join algorithm, called SISJ, based on our structured index, called SI, in order to process XPath queries efficiently. Experimental results show that our algorithm performs marginally better than previous ones. However, in the case of high recursive documents, it performed more than 30% by the pruning feature of the proposed method.

An Experimental Study to Evaluate the Subsidence Stability of Riprap Protection without Filters (필터 없는 사석보호공의 유사이탈로 인한 침하 안정성 평가를 위한 실험 연구)

  • Ji, Un;Yeo, Woon-Kwang;Lee, Won-Min
    • Journal of Korea Water Resources Association
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    • v.41 no.4
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    • pp.445-454
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    • 2008
  • Many countermeasures for local scour at bridge piers constructed on the river and sea have been developed and researched to protect piers against local scour. The most commonly employed method is riprap protection, which is sometimes required the filter installation between riprap and base layers. However, the construction of stone filters are really hard to perform in the field, require the high cost, or sometimes are impossible. The experimental modeling is conducted to analyze the riprap failure modes and the stability of riprap protection without filters based on the different approach velocity and riprap layer thickness conditions. Also, the stability index to evaluate the performance of riprap protection is developed using the experimental results. The cover and thickness of the riprap layer play a very important role in the stability and thicker riprap layers can prevent a total disintegration of the riprap layer effectively, especially due to winnowing failure.

Extended R-Tree with Grid Filter for Efficient Filtering (효율적인 여과를 위한 그리드 필터를 갖는 R-Tree 의 확장)

  • 김재흥
    • Spatial Information Research
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    • v.8 no.1
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    • pp.155-170
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    • 2000
  • When we use R-Tree,a spatial index, to find objects matches some predicate, it often leads to an incorrect result of perform filtering step only with MBR. And , each candidates need to be inspected to conform if it really satisfies with given query, so called, 'refinement step'. In refinement step. we should perform disk I/O and expansive spatial operations which is the cause of increasing retrieval costs. Therefore, to minimize the number of candidate after filtering step, two-phase filtering methods were studied, but there was many problems such as inefficiency of filtering,maintenance of additional informations and reconstruction of data resulted from the loss of original information. So , in this paper, I propose an Extended R-Tree which provides ability to retrieve spatial objects only with some simple logical operations using Grid Table, truth table strong the information about the existence of spatial objects, in second filtering step. Consequently , this Extended R-Tree using Grid Filter has low cost of operation for filtering because of efficient second filtering step, and better filtering efficiency caused by high quality of approximation.

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