• 제목/요약/키워드: Small-scale experiment

검색결과 276건 처리시간 0.029초

Local Validation of MODIS Global Leaf Area Index (LAI) Product over Temperate Forest

  • Kim, Sun-Hwa;Lee, Kyu-Sung
    • 대한원격탐사학회지
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    • 제19권1호
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    • pp.1-9
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    • 2003
  • MODIS LAI product has been one of key variable for analyzing the quantitative aspects of terrestrial ecology at global scale. This study was designed to validate MODIS global LAI product for regional application. To examine the quality of MODIS LAI data, we developed a reference LAI surface that was derived by relating the ground LAI measurements to Landsat ETM+ reflectance. The study area, the Kwangneung Experiment Forest in Korea, covers mixed deciduous and coniferous species of temperate forest. Ground measurements of LAI were conducted at 30 sample plots by using a photo-optical instrument during the growing season of 2002. Ground measured LAI data were then related to the ETM+ reflectance to produce a continuous map of LAI surface over the study area. From the comparison between the MODIS LAI and the reference LAI, it was found that the MODIS LAI values were slightly higher at the forestland. Considering the limitations of producing the reference LAI surface and the uncertainty of the input variable for the MODIS LAI algorithm, such small discrepancy mal not be significant.

Image Semantic Segmentation Using Improved ENet Network

  • Dong, Chaoxian
    • Journal of Information Processing Systems
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    • 제17권5호
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    • pp.892-904
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    • 2021
  • An image semantic segmentation model is proposed based on improved ENet network in order to achieve the low accuracy of image semantic segmentation in complex environment. Firstly, this paper performs pruning and convolution optimization operations on the ENet network. That is, the network structure is reasonably adjusted for better results in image segmentation by reducing the convolution operation in the decoder and proposing the bottleneck convolution structure. Squeeze-and-excitation (SE) module is then integrated into the optimized ENet network. Small-scale targets see improvement in segmentation accuracy via automatic learning of the importance of each feature channel. Finally, the experiment was verified on the public dataset. This method outperforms the existing comparison methods in mean pixel accuracy (MPA) and mean intersection over union (MIOU) values. And in a short running time, the accuracy of the segmentation and the efficiency of the operation are guaranteed.

A Robot System Maintained with Renewable Energy

  • Kim, Jaehyun;Moon, Chanwoo
    • International journal of advanced smart convergence
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    • 제8권1호
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    • pp.98-105
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    • 2019
  • Energy autonomy is a system that is sustained by energy from an independent and distributed source such as renewable energy. In this paper, we propose a robotic energy autonomy in which a robot obtains energy from a renewable energy source with a limited storage capacity. As an energy transfer method, wireless power transfer is used to solve the problem of the conventional contact charging method, mechanical complexity, and to obtain high energy transfer efficiency, the image information is used to align the transmitting and receiving coils accurately. A small scale thermoelectric energy source with boost converter, battery charger, and wireless power transfer coil is constructed and an actual charging experiment is conducted to verify the proposed autonomy system.

Effect of Ensiling Density on Fermentation Quality of Guineagrass (Panicum maximum Jacq.) Silage during the Early Stage of Ensiling

  • Shao, Tao;Wang, T.;Shimojo, M.;Masuda, Y.
    • Asian-Australasian Journal of Animal Sciences
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    • 제18권9호
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    • pp.1273-1278
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    • 2005
  • This study is to evaluate the effect of different levels of ensiling density on the fermentation quality of guineagrass silages during the early stage of ensiling. Guineagrass at the milky ripe stage was chopped and ensiled into a small-scale laboratory silo at two ensiling density levels (high density at 95 g/silo and low density at 75 g/silo). Three silos per level were opened after six ensiling periods (0.5, 1, 1.5, 2, 3 and 7 days of ensiling) and the fermentation qualities were analyzed. Within the initial 1.5 days of ensiling there were not significant (p>0.05) differences in the fermentation qualities between two density levels silages, and an almost constant pH and no or only small amounts of lactic acid, acetic acid and total volatile fatty acids were detected. However, the high density silage significantly (p<0.05) increased the rate and extent of fermentation after 1.5 days of ensiling, which was well reflected in significantly (p<0.05) faster and larger pH decline and lactic acid production at each elapsed time as compared with the low density silage. This resulted in significantly (p<0.05) lower finial pH and significantly (p<0.05) higher lactic acid content at the end of the experiment. Moreover, there was higher AA content relative to LA in both the H-D and L-D silages during the full fermentation course, and resulted in the AA-type silage. There were generally somewhat or significantly (p<0.05) higher acetic acid, volatile fatty acids and ammonia-N/total nitrogen in the high density silage than in the low density silage during the initial 3 days of ensiling. However, there were higher (p>0.05) ammonia-N/total nitrogen and significantly (p<0.05) higher butyric acid content in the low density silage at day 7 of ensiling. The silages of two density levels showed an initial increase in glucose between 0.5 and 1 day for the high density silage and between 1 and 1.5 days for the low density silage, respectively, thereafter showed a large decrease until the end of the experiment. There were not large differences (p>0.05) in ethanol content between the low density and high density silages that showed small amounts within initial 3 days of ensiling. However, the low density silage had a significantly (p<0.05) higher ethanol content than the high density silage at the end of experiment. From the above results it was suggested that the increase in ensiling density was an effective method to improve the fermentation quality, especially for tropical grasses.

Small-Scale Chemistry을 적용한 초등학교 과학실험 수업이 과학 학업성취도에 미치는 영향 및 교사의 인식 (The Effects of Experimental Learning Using Small-Scale Chemistry on the Science Learning Achievement of Elementary School Students and Teachers' Perceptions)

  • 이나경;김성규
    • 과학교육연구지
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    • 제38권2호
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    • pp.302-316
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    • 2014
  • 본 연구는 6학년 1학기 산과 염기 단원 중 5차시를 Small-Scale Chemistry를 적용한 실험 수업 프로그램으로 개발하였다. 개발한 프로그램 적용을 경남 창원시에 소재한 Y초등학교 6학년 3개반은 SSC를 활용한 과학수업(n=86)을, 3개 반은 전통적인 실험 수업(n=87)을 진행한 후 학생들의 과학 학업성취도와 과학 학업성취도에 미치는 영향을 알아보았다. 개발한 수업 프로그램을 학생들에게 적용하기에 앞서, 중간학력평가 과학 학업성취도 점수에 대한 t검증을 통해 실험집단과 비교집단 간의 동질성을 확인하였고 실험집단은 2인 1조 또는 개별로, 비교집단은 6명 1모둠으로 구성하여 5차시에 걸쳐 수업을 진행하였다. 그 결과 t-검증을 통한 과학 학업성취도에서 유의확률 0.034로 유의수준 0.05에서 실험집단과 비교집단 사이에 유의미한 차이가 있었다. 추가적으로 전통적인 실험을 한 1개 반과 2명 1조 SSC 적용 실험 수업을 한 1개 반, 개별 SSC 적용 실험 수업을 한 1개 반의 과학 학업성취도를 살펴보았다. 일원배치 분산분석을 통해 살펴 본 결과 F 통계값 3.759, 유의확률 0.027로 유의수준 0.05에서 유의미한 차이가 있었으며, 전통적인 실험반의 평균은 67.58, 2인 1조 SSC 적용 실험반은 75.86, 개별 SSC 적용 실험반은 80.89로 개별 SSC 적용 실험반에서 과학 학업성취도가 가장 높았다. 또한 SSC를 적용한 실험 수업 프로그램을 준비할 때 교사는 수업 준비 및 수업 시간에 대한 부담이 줄었으며, 수업시간 동안 학생활동을 적극적으로 도와 줄 수 있었을 뿐 아니라 학생들의 실험활동도 적극적으로 이루어졌다. 이러한 결과를 통해 SSC 적용 실험 수업 프로그램 개발은 의미가 있으며 기존의 전통적인 실험 방법보다 학생들의 과학 학업성취도를 향상시킬 수 있음을 제시하였다.

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Design and Performance of a Laboratory Scale Closed Seawater Recirculating System for Korean Rockfish Sebastes schlegeli Culture Part 2. Performance of the Seawater Recirculating System

  • Lei Peng;Oh, Sung-Yong;Jo, Jae-Yoon
    • 한국양식학회:학술대회논문집
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    • 한국양식학회 2003년도 추계학술발표대회 논문요약집
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    • pp.126-126
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    • 2003
  • Performance of a laboratory scale closed seawater recirculating aquaculture system was evaluated. Twenty-kg Korean rockfish (130 fish) with an average body weight of 153.8 g was stocked. Over 107-day culture period, fish reached final density of 51.7 kg/m$^3$ (initial density, 33.3 kg/m$^3$) on the culture tank volume basis. On a daily basis, water addition was 3.4% of the total water volume in the system. Total ammonia nitrogen (TAN)concentrations were below 1 mg/L and nitrite nitrogen (NO$_2$-N) concentrations were within the range of 1-3 mg/L on most sampling days. TAN was removedin bead and sand filters and it was removed or produced in the sedimentation basin. Basically, NO$_2$-N was removed in the bead and sand filters while it was either removed or produced in the sedimentation basin. Nitrate nitrogen (NO$_3$-N) was produced in the bead filters and removed in the sand filter and sedimentation basin. Foam fractionator performed well in the recirculating system. The maximal daily removal values for total suspended solids (TSS) and protein were 10,9 g and 1.4 g, respectively. Whole water quality parameters were within the levels commonly recommendedfor fish culture on most of the sampling days. However, further studies are needed to evaluate the commercial feasibility of this system because of the small-scale system used in present experiment. At least, present study still provides some basic information for further studies of this kind of system.

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확대에 최적화 된 영상 축소 방법 (Image Downscaling Method Optimized for Future Magnification)

  • 신현준;위영철
    • 한국컴퓨터그래픽스학회논문지
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    • 제17권1호
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    • pp.39-44
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    • 2011
  • 영상이나 동영상을 저장하거나 전송할 때 저장 공간의 크기나 네트워크 대역폭을 고려하여 고해상도 윈본 영상을 축소하여 저장, 전송하고 최종적으로 영상을 디스플레이 하는 과정에서 영상을 확대하는 경우가 실제 응용에서 빈번히 나타난다. 기존 연구들에서는 이런 경우 확대 영상의 화질을 개선하기 위해 영상 확대 과정을 개선하기 위한 연구가 많이 진행되었다. 본 논문에서는 이런 상황에서는 고해상도 원본 영상이 존재한다는 점에 착안하여 영상 확대 과정 대신 영상을 축소하는 과정을 개선함으로써 최종 확대 영상의 화질을 개선하기 위한 방법을 제안한다. 특히 실제 하드웨어나 소프트웨어에서 널리 적용되는 선행 보간법, 삼차 보간법 등에서 확대 영상의 화소가 작은 영상의 화소값들의 선형 조합으로 나타난다는 점에 착안하여 영상 확대 과정을 선형 변환으로 모델링하고 최적 축소 영상을 만틀기 위한 역변환을 얻는 방법을 제안한다. 또한 역변환 과정의 계산량을 줄이기 위해 역변환과정을 간단한 필터 커널로 근사하는 방법을 제안한다. 결과적으로 본 논문에서 제안하는 방법으로 축소한 영상을 확대 복원하였을 때 기존에 사용되던 방법에 비해 상당한 화질 개선 효과가 있는 것을 실험적으로 확인하였다.

인터랙티브한 애니메이션 캐릭터 제작을 위한 인공지능 미들웨어 설계 (A Design of AI Middleware for Making Interactive Animation Characters)

  • 이승섭;엄기현;조경은
    • 한국게임학회 논문지
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    • 제8권1호
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    • pp.91-101
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    • 2008
  • 대부분의 디자이너는 3DS MAX와 같은 전문 3D 애니메이션 저작도구를 사용하여 수작업으로 애니메이션을 제작한다. 이 방법은 많은 시간과 노력을 필요로 하며, 애니메이션 캐릭터들이 서로 상호작용 할 수 없다. 이를 개선하기 위해, 본 논문에서는 3DS MAX플러그인 형태의 인공지능 미들웨어를 설계하고 미들웨어에 필요한 인공지능 표현 구조와 내부 처리 방안을 제안한다. 제안 방법은 캐릭터가 보유할 인공지능 요소를 도형과 선분으로 그려 표현하는 방법으로 캐릭터의 인공지능 구조를 제작한다. 실험을 위해 기존 방법과, 제안하는 방법을 사용하여 동일한 애니메이션을 제작하고 작업량을 측정하였다. 실험 결과 소규모 작업에서는 기존의 방법과 비슷하거나 작업량이 많으나, 대규모의 작업에서는 기존 방법에 비해 최대 43%의 작업량 감소를 확인하였다. 본 논문에서 제안하는 방법을 사용하면, 애니메이션에서 캐릭터간의 상호작용이 가능하며 작업량 감소 효과를 얻을 수 있다.

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초등 단위 학교 영재 수업에서 나타나는 과학적 논증 과정에 대한 탐색 (Investigation of Scientific Argumentation in the Classes for Elementary Gifted Students)

  • 임현주;신영준
    • 한국초등과학교육학회지:초등과학교육
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    • 제31권4호
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    • pp.513-531
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    • 2012
  • This study was to analyze the characteristic of scientific argumentation in the classes for the gifted of elementary school. The participants of this study were 5 fifth graders and 9 sixth graders, 14 in total, from the basic unit schools for gifted students of J elementary school in Incheon city. And it constituted small scale groups made up of 2~3 students with similar or identical ability in scientific reasoning. It had set up hypothesis for each group before the experiment, and students had a group discussion as a whole after the experiment. Classes were conducted 4 times, all courses were recorded as a sound/video. The ability in scientific reasoning of the students was inspected, making use of SRT II by means of pre-survey, and their argumentation levels were analyzed, utilizing 'Rubric for scientific argumentation course assessment.' As a result, argumentations did not incurred in every class. Analysis in argumentations of the students resulted in low level argumentation. This means argumentation cannot incur based on that with the limit in understanding the principle of experiments over the threshold of textbook no matter that he is an gifted student or not. The student both in formal operational period and transition period (2B/3A), the ability of scientific thinking in upper level, was improved of his argumentative ability in an overall aspect. However, a student of concrete operational period, the ability of scientific thinking in lower level, had argumentation with still lower level even after the experiment at the moment of discussing with the students on the upper level of scientific thinking ability.

커튼월 스팬드럴용 진공유리의 열파손에 대한 비교실험 (A Comparative Experiment on Thermal Stress Failure of Vacuum Glazing applied in Curtain Wall at Spandrel area)

  • 김승철;윤종호;신우철;안정혁
    • KIEAE Journal
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    • 제16권3호
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    • pp.121-128
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    • 2016
  • Purpose: The vacuum glazing should constantly retain the gap in vacuum state to maintain high thermal performance. To do so, pillars are used to prevent the glazing from clinging to each other by the atmospheric pressure and therefore surface of the vacuum glazing is consistently affected by residual stress. The vacuum glazing could be applied to curtain wall systems at spandrel area to fulfill a rigorous domestic standard on U-value of the external wall. However, this can lead to high glazing temperature increase by heat concentration at a back panel and finally thermal stress breakage. This study experimentally determined weakness of the vacuum glazing systems on the thermal stress breakage and investigated effect of the residual stress. Method: The experiment first built two scale-down mock-up facilities that replicate the spandrel area in curtain wall, and then installed single low-e glass and vacuum glazing respectively. The two mock-up facilities were exposed to outside to induce the thermal stress breakage. Result: The experiment showed that the temperature occurred the thermal stress breakage was $114.4^{\circ}C$ for the single low-e glass and $118.9^{\circ}C$ for the vacuum glazing respectively. The result also showed the vacuum glazing reached the critical point earlier than the single low-e glass, which means that the vacuum glazing has high potential to occur the thermal shock breakage. In addition, the small temperature difference between two glazing indicates that the residual stress scarcely affects breakage of the vacuum glazing.