• Title/Summary/Keyword: NRA

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Nutrient Profiling-based Pet Food Recommendation Algorithm (영양성분 프로파일링 기반 사료추천 알고리듬)

  • Song, Hee Seok
    • Journal of Information Technology Applications and Management
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    • v.25 no.4
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    • pp.145-156
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    • 2018
  • This study proposes a content-based recommendation algorithm (NRA) for pet food. The proposed algorithm tries to recommend appropriate or inappropriate feed by using collective intelligence based on user experience and prior knowledge of experts. Based on the physical and health status of the dogs, this study suggests what kind of nutrients are necessary for the dogs and the most recommended pet food containing these nutrients. Performance evaluation was performed in terms of recall, precision, F1 and AUC. As a result of the performance evaluation, the AUC and F1 value of the proposed NRA was 15% and 42% higher than that of the baseline model, respectively. In addition, the performance of NRA is shown higher for recommendation of normal dogs than disease dogs.

Nitrate Reduction of Tobacco Leaves along the Stalk Position (담배식물(植物)의 엽서별(葉序別) 질산환원능력(窒酸還元能力) 비교(比較))

  • Lee, Yun-Hwan;Lim, Sun-Uk
    • Korean Journal of Soil Science and Fertilizer
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    • v.20 no.1
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    • pp.35-41
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    • 1987
  • Nitrate nitrogen was absorbed dominantly among the inorganic nitrogen nutrients by tobacco plant. Transport and reduction of $NO_3-N$ in plant tissue were the important metabolism for supplying synthetic N compounds to developing tissues during growth period. Under field and environment-controlled condition tobacco plants were grown and seperated to leaf tissues at stalk positions for investigation of nitrogen transport and assimilation ability during period of rapid vegative growth. The results of studies were summarized as follows: 1. $NO_3-N$ absorbed from roots was transported as inorganic nitrogen through the vascular tissue of leaf veins as resulting from the high $NO_3-N$ ratio of the nitrogen content in leaf veins, but these ratios in mesophyll tissue of the same leaf laminae decreased remarkably in disregard of higher accumulation of nitrogen being compared to midvien. 2. Mesophyll tissue of mature leaves appeared higher value of nitrate reductase activity (NRA) comparing with other tissues, stem, leaf vien, and meristmatic tissue at emergence point with young leaves. 3. Matured leaves at lower position being reducing nitrate nitrogen vigorously observed thick laminae and kept high amount of water in them. 4. Mature leaves of young plant reduced $NO_3-N$ vigorously for supply synthetic N compounds to meristmatic tissues at growing point by the reason of narrow and few leaves at young stage, but in advancing growth period NRA of mature leaves along upper position reached to lower value. This appearence attributed to distribution of organic-N compound demanding for growth to increasing numbers of wide leaves.

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광전자 소자 응용을 위한 수직 정렬된 ZnO Nanorod Array를 이용한 계층 나노구조

  • Go, Yeong-Hwan;Yu, Jae-Su
    • Proceedings of the Korean Vacuum Society Conference
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    • 2011.08a
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    • pp.126-126
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    • 2011
  • 수직으로 정렬된 1차원 ZnO nanorod arrays (NRAs)는 효율적인 반사방지 특성의 기하학적 구조를 갖고 있어, 크기와 모양 그리고 정렬형태의 다양한 설계를 통해 빛의 흡수율과 광 추출효율을 증가시켜 광전소자 및 태양광 소자의 성능을 향상시킬 수 있으며, 최근 이러한 연구에 대한 관심이 집중되고 있다. 본 연구에서는 ZnO NRAs의 넓은 표면적과 불연속적인 독특한 표면을 활용하여 광학적 특성을 효과적으로 개선하였다. 실험을 위해, thermal evaporator를 사용하여 Au와 Ag 그리고 e-beam evaporator를 사용하여 $SiO_2$를 ZnO NRAs 표면에 여러 가지 조건으로 증착하여, 독특한 계층 나노구조의 형성과 광학적 특성을 관찰하였다. 표면 roughness가 큰 FTO/glass 위에 수열합성법을 통해 끝이 뾰족하고, 비스듬히 정렬된 ZnO nano-tip array에 Au를 증착할 경우 ZnO/Au core/shell 구조가 형성되며, Au의 광 흡수율이 매우 크게 증가함을 관찰할 수 있었다. 반면 flat한 표면위에 빽빽하게 수직으로 정렬된 ZnO NRAs를 성장시켜 그 위에 Ag를 증착할 경우, evaporated Ag flux가 ZnO nanorod의 사이에 scattered 되어 ZnO nanorod 기둥의 측면에 직경이 50 nm 이하인 nanoparticles이 decorated 되어 국소표면플라즈몬 현상이 관찰되었으며, 이러한 효과를 통해 입사되는 빛의 흡수율을 효과적으로 증가시킬 수 있었다. 또한, ZnO NRAs의 표면에 $SiO_2$를 e-beam evaporator를 이용하여 증착할 경우, 자연적으로 vapor flux와 ZnO nanorod 사이에 oblique angle이 $80^{\circ}$ 이상으로 증가하여 $SiO_2$ nanorods가 자발적으로 형성되어 ZnO/$SiO_2$ branch 계층형태의 나노구조를 제작할 수 있었다. 이러한 구조는 유효 graded refractive index profile로 인해 기존의 ZnO NRAs보다 개선된 반사방지 특성을 나타냈다. 이러한 계층 나노구조의 광학적 특성을 시뮬레이션을 통해 이론적으로 분석을 통해 광전자 소자의 성능의 개선에 대한 적용 가능성을 조사하였다.

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Effects of Nitrogen Supply Levels on Growth and Nitrogen Substance in Pear (Pyrus pyrifolia cv. Niitaka) Seedlings (질소 시용수준에 따른 배 '신고' 실생묘의 생육과 질소관련물질의 변화)

  • Jin, Song-Nan;Choi, Dong-Geun;Kang, In-Kyu;Han, Kwang-Soo;Choi, Cheol
    • Journal of Bio-Environment Control
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    • v.15 no.1
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    • pp.84-90
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    • 2006
  • This study was conducted to anticipate nitrate reduction state in tree through measurement of nitrate reductase activity (NRA) and investigate the effect of nitrogen concentrations (100, 200, 400, and 600 $mg\;L^{-1}$) on growth, the nitrogen content of various tissue, and NRA of pear (Pyrus pyrifolia cv. Niitaka) seedlings in sand culture. Nutrient solutions used in this experiment were adjusted to pH 6.5 and fixed the ratio of ammonium and nitrate to 1:3 and trickle-irrigated 3 times a day. Tree height and dry weight of various organs in seedlings were higher in low nitrogen concentration (100 and 200 $mg\;L^{-1}$) than in high nitrogen concentration (400 and 600 $mg\;L^{-1}$). The shoot growth in 600 $mg\;L^{-1}$ was extremely poor by nitrogen over supply. Increasing the nitrogen concentration, the concentration of nitrate-N in leaves and roots were insignificantly changed but that of stems increased. The accumulation of total and reduced nitrogen in all organs with increasing concentrations of nitrogen supply were increased at 30 days after treatment but those of all organs at 60 and 90 days after treatment were highest in 600 $mg\;L^{-1}$, whereas there were no significant changes among other nitrogen concentration. The in vivo (${+NO_3}^-$) NRA of all organs did not relate to nitrogen concentration but the in vivo (${-NO_3}^-$) NRA of leaves except roots increased with increasing the nitrogen concentration. Therefore, the proper nitrogen concentration to promote growth and nitrate reduction of pear tree was 200 $mg\;L^{-1}$.

Analysis of Binocular Abnormality by Eyeball Motion in Ametropia (비정시의 안구운동에 의한 양안시 이상 분석)

  • Seong, Jeong-Sub
    • Journal of Korean Ophthalmic Optics Society
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    • v.10 no.3
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    • pp.205-213
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    • 2005
  • To evaluate the reliability of binocular vision measurements by phorometry. 90 students volunteered to participate in this study. 25 subjects were males, and 65 were females, they ranged in ages from 21 to 30 years. All subjects had normal ocular and systematic health, and all of them had at least 1.0 visual acuity with their best correction. At negative relative convergence(NRC) measurement in distance, the percentage of subjects is included in expected value(blur point/break point/recovery point) was 78%/61%/67%, divergence excess(DE) was 9%/31%/33%, and divergence insufficience(DI) was 13%/8%/9%, respectively. And positive relative convergence(PRC) measurement, includes expected value was 20%/46%/39%, convergence excess(CE) was 22%/14%/16%, and convergence insufficience(CI) was 35%/40%/45%. AC/A ratios of 42 subjects were normal. 38 were low, and the rest of them high. A low AC/A ratio is usually the result of a small vergence response in relation to accommodation. Negative relative convergence(NRC) at near, includes expected value was 26%/29%/44%, divergence excess(DE) was 61%/33%/24%, and divergence insufficience(DI) was 3%/38%/32%. And PRC at near, includes expected value was 33%/40%/31%, convergence excess(CE) was 61%/23%/42%, and convergence insufficience(CI) was 6%/37%/27%. For the near point of convergence(NPC) test, 58% of their subjects had a break of ${\leq}8cm$ with the accommodative target. In case of NRA(PRA) measurement, the expected value was 41%(33%). Accommodative insufficiency (AI) was 33%(43%), and accommodative excess(AE) was 26%(24%), respectively. AE was related to respectively low values of NRA. AI and CE are associated with high value of NRA, and the dysfunction of convergence excess combined with AE was related to a normal-high values of NRA. PRA in AI was related to a low value, wheres the dysfunction are associated with high values of PRA.

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Distribution and Nutrient Removal Capacity of Aquatic Plants in Relation to Pollutant Load from the Watershed of Youngsan River (영산강 유역으로부터 유입되는 오염부하량에 따른 수생식물의 분포, 질산환원효소 활성 및 그 정화능)

  • Ihm, Byung-Sun;Ha-song Kim;Jeom-Sook Lee;KyeHong Suh
    • The Korean Journal of Ecology
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    • v.19 no.5
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    • pp.487-496
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    • 1996
  • This study was conducted to investigate pollutant loading, were quality and plant distribution of 8 streams which are tributaries of the Youngsan River. The nitrate reductase activity (NRA) and nutrient removall capacity of the most frequently occurring aquatic plants on streamside were also determined. As a result, the pollutant loading appeared to be correlated with the area of watershed, while the water quality was related to the land use pattern of each steam. The aquatic plants were distributed differently among the streams; Hydrilla verticillata - Potamogeton crispus, Numphoides peltata - Hydrocharis dubia and Polygonum thunbergii - Phragmites japonica were dominant at the Orye Chon, Jungan Chon, Whangryong River and Jiseok Chon, while potamogeton crispus - Lemma paucicostata, Zizania latifolia - Phragmites communis were dominant at the Youngam Chon and Munpyeong Chon. Persicaria hydropiper and Echinochloa crus-galli var. oryzicola were dominant at Kwangju Chon which was polluted with domestic wastewater. >From the measurement of leaf NRA for dominant species, the highest value of NRA was shown by the Polygonum thunbergii, followed by Oenanthe javanica > Phragmites communis > Zizania latifolia > Lemma paucicostata. The highest nitrogen and phosphorus removal capacity was found in Phragmites communis.

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Changes in the Activities of Nitrate Reductase and Amylase in Response to the Seasons and Cutting in Zoysia Japonica Steud (한국산 잔디에 있어서 계절과 예취에 따른 질산환원효소와 전분분해효소의 활성도 변화)

  • 장남기;김용진
    • Asian Journal of Turfgrass Science
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    • v.3 no.2
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    • pp.95-111
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    • 1989
  • 야외 조건에서 생장한 한국산 들잔디(Zoysia japonica Steud)의 잎, 줄기, 뿌리, 지하경의 관부와 절간에 있어서 질산환원효소 활성도(NRA)와 전분분해효소의 활성도(AA)를 측정하였다. 각 기관에서의 효소 활성도는 4월 중순부터 증가하여 6월의 개화기때 최대값에 도달하였다. 그후 효소 활성도는 급격히 감소하여 겨울철에는 최소에 이르렀다. 이 결과는 잔디의 각 기관에서 NR과 Amylase는 계절적 활성변이를 가진다는 것을 제안한다. NR과 Amylase가 낮은 활성도를 가지는 1986년 7월 31일에 6cm의 높이에서 잔디의 지상부를 예초(cuting)한 결과, 모든 기관에서의 AA와 잎, 줄기에서의 NRA는 2일간의 지연기 후에 급격히 증가하여 7일째에 최대에 이르렀다. 이 값은 대조구의 효소 활성도 보다 약 3배 높았고, 계절적 변이에서의 최대 활성도의 약 90%에 도달하였다. 예초된 잎에서의 조단백질(CP)의 함량은 예초후 7일째 까지 증가하였으나, 건물생산량(DM)과 총가용성 탄수화물(TSC) 함량은 예초후 4,5일 동안 감소하다가 다시 증가하여 7일째에 예초전의 수준에 도달한 후 일정한 값을 유지하였다. 또한 각 기관에서의 NRA와 AA는 예초후 8일째에 정상 수준으로 급감하였다. 이 결과는 완전히 자란 잔디 자체는 NR과 Amylase의 활성에 대한 억제제로서 작용하며, cutting과 같은 외부 성처요인이 개체 수준에서 적용되었을때 손상된 물질을 회복하기 위하여 분자 수준에서 수준에서 효소가 활성화 된다는 것을 제안한다.

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The Effect of Acidic Deposition on Nitrate Reductase Activity and Photosynthesis of Hypnum plumaeforme (산성강하물이 털깃털이끼(Hypnum plumaeforme)의 질산 환원효소와 광합성에 미치는 영향)

  • 이점숙;임병선;임현빈
    • The Korean Journal of Ecology
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    • v.17 no.1
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    • pp.69-78
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    • 1994
  • The acidic deposition (wet) was collected at three different locations; representative industrial (Kun-Jang industrial areas), semiindustrial (Kunsan City) and nonindustrial (Daeya areas) region between March, 1991 and June, 1993. Samples were analyzed for major chemical components along with pH. Also the responses of Hypnum filunzaeforme to the acidic deposition adjusted to pH 4.6, 3.6 and 2.6 with 1:4 molar ratio of nitric to sulfuric acid were investigated. Seasonal variation of pH showed the lowest in early spring and the highest in summer. The annual mean concentrations of $S0_4^{2-},\;NO_3^{-}\;and\;NH_4^{+}$ were 2.94 (81.0%), 0.48 (13.2%) and 0.21 (5.78%) mg/l in industrial region and 0.61 (64.21%), 0.25 (26.3%) and 0.9 (9.5%) mg /I in nonindustrial region, respectively. $S0_4^{2-}$ contents of industrial region was 4 times higher than those of nonindustrial region. The ratio of $S0_4^{2-}\;to\;NO_3^{-}$ was 4.75~7.35 in industrial region and 0.69-6.36 in nonindustrial region. The acidic deposition near industrial region was associated with excess ions, expecially $S0_4^{2-}$. Nitrate reductase activity(NRA) of mosses was inhibited by acidic deposition in both regions. The time required for the maximum NRA induction by 2mM $KNO_3$ was shortened in mosses collected from industrial region. Photosynthesis of H. plumaejorme began to decrease with acidic deposition by pH below 4.6, and was completely inhibited at pH 2.6 in both regions. Water potential of mosses treated with acidic deposition was almost constant during 18 days, however after withholding the supply of acidic deposition, it was rapidly decreased.

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Seasonal Changes of Amylase and Nitrate Reductase Activities in Zoysia japonica Steud. (한국잔디(Zoysia japonica Steud.)에 있어서 Amylase와 Nitrate reductase 활성도의 계절적 변동에 관한 연구)

  • 장남기;김형기;유준희;김용진;임채성
    • Asian Journal of Turfgrass Science
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    • v.1 no.1
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    • pp.69-74
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    • 1987
  • This study was carried out to elucidate the seasonal changes of amylase an nitrate reductase activities in Zoysia japonica Steud. The seasonal changes of the amylase activity AA) in aboveground parts appeared high activity from the beginning of May to the beginning of July and in autumn showed an activity of rapid decreasing tendency. But, the AA in winter(Nov. 15~Feb 28 was not almost detected. The seasonal changes of nitrate reductase activity(NRA) in various organs appeared a very similar figures to the seasonal changes of AA. But, the NRA in the root was not almost detected.

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