• 제목/요약/키워드: Synthetic Utilization

검색결과 132건 처리시간 0.025초

SAR 영상을 활용한 저수지 수표면적 탐지 알고리즘 비교 연구 (A Comparative Study of Reservoir Surface Area Detection Algorithm Using SAR Image)

  • 정하규;박종수;이달근;이준우
    • 대한원격탐사학회지
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    • 제38권6_3호
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    • pp.1777-1788
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    • 2022
  • 저수지는 국내 영농환경에서 주요한 용수 공급처이며, 저수지의 저수량 파악은 농업용수의 활용 및 관리차원에서 중요하다. 위성영상을 활용한 원격탐사는 저수지와 같이 광역적으로 분포하는 객체에 대하여 정기적인 모니터링을 할 수 있는 효과적인 수단으로, 본 연구에서는 Sentinel-1 Synthetic Aperture Radar (SAR) 영상을 통해 영상분류 및 영상분할 알고리즘을 적용하여 국내 저수지 53개소의 수표면적 탐지를 수행하였다. 사용한 알고리즘은 Neural Network (NN), Support Vector Machine (SVM), Random Forest (RF), Otsu, Watershed (WS), Chan-Vese (CV)로 총 6가지이며, 드론으로 촬영한 실측 정사영상으로 수표면적 탐지 결과를 평가하였다. 각 알고리즘으로부터 산출된 수표면적과 실측 수표면적간의 상관성은 NN 0.9941, SVM 0.9942, RF 0.9940, Otsu 0.9922, WS 0.9709, CV 0.9736로 나타났으며, 저수지 유효저수량의 규모가 클수록 더 높은 선형 상관관계를 보였다. 혼동 행렬로부터 산출한 정확도, 정밀도, 재현율을 통해 알고리즘간 수표면적 탐지 정확도와 탐지 경향을 분석하였다. 정확도의 경우 각 10만 m3 미만 저수지에서 WS가 0.8752, 10만~30만 m3에서 Otsu가 0.8845, 30만~50만 m3에서 RF가 0.9100, 50만 m3 이상에서 Otsu와 CV가 0.9400으로 가장 높은 수치를 보였다. WS의 경우 수표면적을 미탐지하는 경향으로 인해 낮은 재현율을 보였고, NN, SVM, RF의 경우 과대 탐지로 인한 낮은 정밀도를 보였다. SAR 영상을 통한 수표면적 탐지 시 저수지 수표면의 수생식물 및 인공건축물이 미탐지를 발생시키는 오차 요소로 작용함을 분석결과 및 실측영상을 통해 확인하였다.

기계학습 기반 고해상도 토양수분 복원을 위한 Sentinel-1 SAR의 자립형 활용성 평가 (Assessment of Stand-alone Utilization of Sentinel-1 SAR for High Resolution Soil Moisture Retrieval Using Machine Learning)

  • 정재환;조성근;전현호;이슬찬;최민하
    • 대한원격탐사학회지
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    • 제38권5_1호
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    • pp.571-585
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    • 2022
  • 기후변화로 인한 가뭄, 홍수, 산불, 산사태 등 자연재해의 위협이 증가함에 따라, 합성개구레이더(Synthetic Aperture Radar, SAR)와 같이 고해상도 토양수분 복원에 대한 사회적 수요도 증가하고 있다. 하지만 국내 환경은 산림 지형의 비율이 높아, 식생과 지형의 영향을 크게 받는 SAR 자료에서 토양수분을 복원하는데 많은 어려움을 겪고 있다. 이에 본 연구에서는 기계학습의 일종인 인공신경망(Artificial Neural Network, ANN) 기법을 활용하여, Sentinel-1 SAR 영상의 자립형 활용성을 평가하였다. Sentinel-1에서 얻을 수 있는 이중편파 산란계수는 토양수분 거동과 유의미한 상관성을 가지고 있음을 확인할 수 있었으며, 다른 위성이나 지점에서 관측된 보조자료를 사용하지 않고도 식생의 효과 등을 보정할 수 있는 자립형 활용 가능성도 확인할 수 있었다. 하지만 각 지점별, 지형 그룹별 특성에 의한 차이가 크게 나타났으며, 특히 산지와 평지에서 학습된 모형을 교차적용하였을 때 토양수분을 제대로 모의할 수 없는 현상이 발생하였다. 또한 이러한 문제를 해결하고자 학습 지점의 수를 늘리는 경우에는 토양수분 복원 모형이 평활화되어 상관계수는 증가하였으나, 지점에서의 오차는 점점 증가하였다. 따라서 고해상도 SAR 토양수분 자료를 광범위하게 적용하기 위해서는 체계적 연구 수행이 선행되어야 하며, 목적에 따른 학습 지점의 선정, 적용 지역의 범위 등을 구체적으로 제한하여 활용한다면 다양한 분야에서 효과적으로 활용할 수 있을 것으로 기대된다.

Nonviral Gene Delivery by a Novel Protein Transduction Domain

  • An, Songhie;Park, Jong-Sang
    • Bulletin of the Korean Chemical Society
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    • 제34권9호
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    • pp.2589-2593
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    • 2013
  • Gene therapy using nonviral gene delivery carriers has focused on the development and modification of synthetic carriers such as liposomes and polymers. Most polymers that are commercially used are taking advantage of their polycationic character which allows not only strong ligand-DNA affinity but also competent cell penetration. Despite the relatively high transfection efficiencies, high cytotoxicity is continuously pointed out as one of the major shortcomings of polycationic polymers such as PEI. Studies on the utilization of peptides have therefore been carried out recently to overcome these problems. For these reasons, the human transcription factor Hph-1, which is currently known as a protein transduction domain (PTD), was investigated in this study to evaluate its potential as a gene delivery carrier. Although its transfection efficiency was about 10-fold lower than PEI, it displayed almost no cytotoxicity even at concentrations as high as $100{\mu}M$. Hph-1 was oxidatively polymerized to yield poly-Hph-1. The cell viability of poly-Hph-1 transfected U87MG and NIH-3T3 cells was almost as high as the control (untreated) groups, and the transfection efficiency was about 10-fold higher than PEI. This study serves as a preliminary evaluation of Hph-1 and encourages further investigation.

인천국제공항 접근교통시설의 현황분석 및 개선방안에 관한 연구 (A Research on Analyzing Current Status and Ways to Improve Access Transportation to Incheon International Airport)

  • 서양환;김경숙;한순욱;윤성현
    • 한국항공운항학회지
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    • 제20권4호
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    • pp.106-114
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    • 2012
  • As Incheon International Airport(IIA) is located in an island 50-km away from Seoul, various travel equipments for access are required. So far two connecting bridges are constructed funded by civilian funds. For the further bridge construction, the reduction of forecast traffic amount and the government subsidy for the civilian funds are big issues. Comparing the access traffics of IIA to those other competing airports, traffic conditions inside the airport are superior to other competing airports from the management point of view, as utilization conditions and equipment capacities are periodically monitored and evaluated to set up comprehensive countermeasures following constructing by stages. However, while the accessability to IIA is very important, as IIA is built on an island the conflicts between near-by developers and traffic facility operators make further bridge construction difficult. As improving the accessibility to an airport is not easy to achieve only by the IIA management's efforts, the central government level authorities should organize a committee with agencies concerned and analyze the characteristics of access traffic periodically to suggest reform measures for each organization concerned to implement appropriate undertakings at apt timing. For the future, central government's level empirical research on the airport accessibility for synthetic and systematic plan set-up is expected.

미생물이 생산하는 새로운 대사길항물질에 관한 연구 (Studies on the New Antimetabolites Produced by Microorganisms)

  • 박부길
    • 한국미생물·생명공학회지
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    • 제6권4호
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    • pp.187-196
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    • 1978
  • 미생물이 하는 생산하는 대사길항물질을 screening 한 결과 최소검정배지상에서 Gram 양성균과 Gram 음성균에 다같이 강한 항균작용을 나타내고 L-aspar tic acid와 L-g1utamic acid에 의하여 길항당하는 물질 N-2292를 생산하는 방선균을 분리하였다. 본 생산균을 분류동정한 결과, Streptomyces albulus 로 보거나 혹은 그 유연균으로 동정하였다. N-2292물질의 배양조건을 검토하여 최적조건에서 대량 배양하고 주로 ion 교환수지, Dowex 50을 사용하여 활성물질을 분리정제하였으며 배양액 약 10ι에서 약 40mg의 백색분말을 얻었다. 본물질은 그 의 이화학적 성질로 보아 indole 화합물을 함유하는 peptide 양 물질임을 추정할 수가 있었다. 생물학적 성질은 최소검정배지상에서 Gram 양성 및 Gram 음성세균에 항균력을 나타냈다. 이러한 항균력은 L-Asp. 및 L-Glu.의 첨가에 의해서 조해당하였다.

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Biological Control Strategy of Uzi Fly in Sericulture

  • Singh, R.N.;Saratchandra, Beera
    • International Journal of Industrial Entomology and Biomaterials
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    • 제6권2호
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    • pp.125-132
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    • 2003
  • Uzi fly (Exorista bombycis Louis) is one of the major larval endo-parasitoid of silkworm (Bombyx mori). It causes extensive damage to sericulture industry. The application of synthetic organic pesticides has tremendous impact on minimizing pest population but their overuse and frequent misuse and high sensitivity towards the silkworms, has forced the entomologists to search for alternatives to chemical control, which is safe to silkworm, environment and farm workers. Biological control continues to offer exciting possibilities for the control of fly pest population. It is environmentally safe alternative to chemical control and offering a long-term protection. Several potential hymenopteran parasitoids have been screened. Among successful natural enemies, Nesolynx thymus, Trichomalopsis apanteloctena, Trichopria sp., Brachymeria lasus, Pediobius sp., Spalangia sp., Spilomicrus karnatakensis and Dhirhinus sp. are important. It is essential to predict accurately the efficacy of these natural enemies in a new habitat prior to its introduction. The important desirable attributes of these potential parasitoids viz., host searching capacity, specificity, power of increase and fitness and adaptability of the parasitoid in new environment has been recorded. Results of the host parasitoid interaction indicate that the aging of the host function as a factor that influence the host finding efficiency of the parasitoid. It is highly scored with 15-20 hrs old pupa of the host. However, aging of the parasitoid does not significantly affect it. The sex ratio is female biased which is advantageous from biological control point of view, Biological suppression methods involving conservation and utilization of natural enemies have been discussed in detail.

Nano Electrocatalysis for Fuel Cells

  • Sung, Yung-Eun
    • 한국진공학회:학술대회논문집
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    • 한국진공학회 2013년도 제44회 동계 정기학술대회 초록집
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    • pp.133-133
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    • 2013
  • For both oxygen reduction (ORR) and hydrogen oxidation reactions (HOR) of proton electrolyte membrane fuel cells (PEMFCs), alloying Pt with another transition metal usually results in a higher activity relative to pure Pt, mainly due to electronic modification of Pt and bifunctional behaviour of alloy surface for ORR and HOR, respectively. However, activity and stability are closely related to the preparation of alloy nanoparticles. Preparation conditions of alloy nanoparticles have strong influence on surface composition, oxidation state, nanoparticle size, shape, and contamination, which result from a large difference in redox priority of metal precursors, intrinsic properties of metals, increasedreactivity of nanocrystallites, and interactions with constituents for the synthesis such as solvent, stabilizer, and reducing agent, etc. Carbon-supported Pt-Ni alloy nanoparticles were prepared by the borohydride reduction method in anhydrous solvent. Pt-Ru alloy nanoparticles supported on carbon black were also prepared by the similar synthetic method to that of Pt-Ni. Since electrocatalytic reactions are strongly dependent on the surface structure of metal catalysts, the atom-leveled design of the surface structure plays a significant role in a high catalytic activity and the utilization of electrocatalysts. Therefore, surface-modified electrocatalysts have attracted much attention due to their unique structure and new electronic and electrocatalytic properties. The carbon-supported Au and Pd nanoparticles were adapted as the substrate and the successive reduction process was used for depositing Pt and PtM (M=Ru, Pd, and Rh) bimetallic elements on the surface of Au and Pd nanoparticles. Distinct features of the overlayers for electrocatalytic activities including methanol oxidation, formic acid oxidation, and oxygen reduction were investigated.

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Non-Conventional Concentrates in Temperate Asian-Australasian Countries - Review -

  • Chiou, P.W.S.
    • Asian-Australasian Journal of Animal Sciences
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    • 제12권3호
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    • pp.460-466
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    • 1999
  • The huge amount of demand for feedgrains from this region could not possibly be met by producing countries from the other regions. In order to fulfill this increasing demand for conventional raw materials, an alternative for the conventional raw materials produced in the Asia and Pacific region is becoming increasingly more important. A potential alternative is concentrates or non-conventional concentrates produced locally in relative abundance in this region. These feedstuffs include feed grains, by-products from the milling, sugar industries, brewing and distilling industries. Vegetable, citrus, and animal by-products from abattoir, feather meal and blood meal are also possibilities. In addition to more widespread use of unconventional feed sources, the following approach is recommended to improve utilization and performance. These include establishing the nutritive value of non-conventional feeds, quality control to minimize variability, proper storage and processing to assure the nutritive value and prevent mycotoxin contamination, properly balance amino acids with protein sources, supplementation with synthetic amino acids and the use of enzymes to increase digestibility. Currently, practical applications for these resources in feed formulation are negligible despite the potential. The socio-economic aspects will dominate the use of these non-conventional concentrates. In the future, the feed industry will resolve the problems in using locally available raw feed materials.

점액질에 따른 한지 sheet의 열화 거동 (Ageing behavior of Hanji sheet by mucilage)

  • 이민형;김강재;엄태진
    • 한국펄프종이공학회:학술대회논문집
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    • 한국펄프종이공학회 2011년도 춘계학술발표회 논문집
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    • pp.271-277
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    • 2011
  • Hanji(Korean traditional paper) is made from bark of paper mulberry(Broussonetia kazinoki). For a long time, Hanji has been used in various fields, such as paintings, printing paper, as specialty paper. The utilization of Hanji will become more and more diverse. One of the characteristic properties of Hanji is a long life time comparing to western paper. The mucilage which must be used in Hanji manufacturing should effect the conservation properties of Hanji. The effectiveness of the mucilage in aging of Hanji was evaluated in this paper. Strength properties of thermal aged Hanji made with synthetic mucilage decreased more slowly than those of Hanji made with natural mucilage. As prolonged aging time, all Hanji made mucilage increased oxidation index. But, Hanji made with PAM was most stable in oxidation of cellulose.

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비주기 태스크를 고려한 흐름공정 모델의 실시간 스케줄링 (Real-Time Scheduling in Flow Shop Model Considering Aperiodic Tasks)

  • 문석환;김인국
    • 디지털콘텐츠학회 논문지
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    • 제9권4호
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    • pp.561-568
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    • 2008
  • 이제까지 흐름공정 모델에 관한 연구에서는 주로 주기 태스크들에 대한 스케줄링 방법들을 제시하였지만, 본 논문에서는 합성 이용율을 이용하여 흐름공정 모델에서 비주기적 지역 태스크와 선행 관계를 갖는 비주기적 종단 태스크가 n개의 노드에서 함께 실행되는 경우에 대해서, 스케줄링 가능성 여부를 판단할 수 있는 알고리즘을 제시하였다. 이전에 제시된 여러 단계의 파이프라인에서 실행되는 비주기 종단 태스크 처리방법을 흐름공정 모델에 적용하면, 실제로는 스케줄링이 불가능한 태스크가 스케줄링 가능하다고 판정되고, 이로 인해 실제로는 스케줄링이 가능한 태스크들이 스케줄링 불가능하다고 판정되는 문제가 발생한다. 본 논문에서 제시한 알고리즘은 이러한 문제를 해결하였고, 모의실험을 통해 스케줄링 가능성이 10% 증대되었음을 확인하였다.

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