• Title/Summary/Keyword: Co-production

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The Optimal GSD and Image Size for Deep Learning Semantic Segmentation Training of Drone Images of Winter Vegetables (드론 영상으로부터 월동 작물 분류를 위한 의미론적 분할 딥러닝 모델 학습 최적 공간 해상도와 영상 크기 선정)

  • Chung, Dongki;Lee, Impyeong
    • Korean Journal of Remote Sensing
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    • v.37 no.6_1
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    • pp.1573-1587
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    • 2021
  • A Drone image is an ultra-high-resolution image that is several or tens of times higher in spatial resolution than a satellite or aerial image. Therefore, drone image-based remote sensing is different from traditional remote sensing in terms of the level of object to be extracted from the image and the amount of data to be processed. In addition, the optimal scale and size of data used for model training is different depending on the characteristics of the applied deep learning model. However, moststudies do not consider the size of the object to be found in the image, the spatial resolution of the image that reflects the scale, and in many cases, the data specification used in the model is applied as it is before. In this study, the effect ofspatial resolution and image size of drone image on the accuracy and training time of the semantic segmentation deep learning model of six wintering vegetables was quantitatively analyzed through experiments. As a result of the experiment, it was found that the average accuracy of dividing six wintering vegetablesincreases asthe spatial resolution increases, but the increase rate and convergence section are different for each crop, and there is a big difference in accuracy and time depending on the size of the image at the same resolution. In particular, it wasfound that the optimal resolution and image size were different from each crop. The research results can be utilized as data for getting the efficiency of drone images acquisition and production of training data when developing a winter vegetable segmentation model using drone images.

Antioxidant and anti-inflammatory activities of Chrysanthemum indicum Linne extracts at different ethanol ratios (주정 농도별 감국 추출물의 항산화 및 항염증 활성)

  • Kang, Hyun;Park, Chan-Hwi;Kwon, Sang-Oh;Lee, Sung-Gyu
    • Korean Journal of Food Science and Technology
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    • v.53 no.4
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    • pp.416-422
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    • 2021
  • In the present study, antioxidant and anti-inflammatory activities were measured in Chrysanthemum indicum Linne extracted with different ethanol concentrations. The 50% ethanol extract demonstrated the highest yield of 33.6%, while the 30% and 70% ethanol extracts showed the highest total polyphenol contents of 59.70 and 61.35 mg GAE/g, respectively. The antioxidant activity of 70% ethanol extract was highest in the DPPH radical scavenging activity (RC50 14.95 ㎍/mL) and ABTS+ radical scavenging activity (RC50 42.28 ㎍/mL). FRAP activity was significantly higher in the 30% ethanol extract than the other extracts. The anti-inflammatory effects of Chrysanthemum indicum Linne extracted with different ethanol concentrations were examined using nitric oxide (NO) inhibition assays. In LPS-induced RAW 264.7 cells, the 30% ethanol extract showed the highest inhibition of NO production with 11.16 µM at a concentration of 200 ㎍/mL. The results of this study suggest that Chrysanthemum indicum extracted 30% or 70% ethanol concentrations as potential functional raw material.

Evaluation of Smoke Risk and Smoke Risk Rating for Combustible Substances from Fire (화재로부터 연소성 물질에 대한 연기위험성 및 연기위험성 등급 평가)

  • Chung, Yeong-Jin;Jin, Eui;You, Ji Sun
    • Applied Chemistry for Engineering
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    • v.32 no.2
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    • pp.197-204
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    • 2021
  • This study investigated the smoke risk assessment of woods and plastics for construction materials, focusing on the smoke performance index-V (SPI-V), smoke growth index-V (SGI-V), and smoke risk index-VI (SRI-VI) according to a newly designed methodology. Spruce, Lauan, polymethylmethacrylate (PMMA), and polycarbonate (PC) were used for test pieces. Smoke characteristics of the materials were measured using a cone calorimeter (ISO 5660-1) equipment. The smoke performance index-V calculated after the combustion reaction was found to be 1.0 to 3.4 based on PMMA. Smoke risk by smoke performance index-V was increased in the order of PC, Spruce, Lauan and PMMA. Lauan and PMMA showed similar values. The smoke growth index-V was found to be 1.0 to 9.2 based on PMMA. Smoke risk by smoke growth index-V increased in the order of PMMA, PC, Spruce, and Lauan. COpeak production rates of all specimens were measured between 0.0021 to 0.0067 g/s. In conclusion, materials with a low smoke performance index-V and a high smoke growth index-V cause a high smoke risk from fire. Therefore, it is understood that the smoke risk from fire is high. It is collectively summarized by the smoke risk index-VI.

A Study on Anti-oxidant and Anti-wrinkle Effect of Supercritical Fluid Extraction of Black Carrot as a Functional Cosmetic Material (기능성화장품소재로서 자색당근 초임계추출물의 항산화 및 항주름 효능 연구)

  • Kim, Ji-Su;Lee, Ji-An
    • Journal of Convergence for Information Technology
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    • v.11 no.12
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    • pp.236-243
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    • 2021
  • The aim of this study was to evaluate the anti-oxidant and anti-wrinkle effect of the black carrot(BC) extracted by supercritical dioxide(SC-CO2). DPPH/ABTS radical scavenging and total polyphenol contents were measured to investigate the anti-oxidant activity of the BC supercritical extract. Collagen production and MMP-1 expression were assessed in normal human dermal fibroblasts(NHDF) for anti-wrinkle activity, The black carrot extract showed the highest total phenolic content(9.037±1.123 mg GAE/g extract) and the best antioxidant properties as shown by DPPH and ABTS assay. The supercritical fluid extracts of black carrot exhibited low toxicity to NHDF cells. In addition, the supercritical fluid extracts showed MMP-1 inhibition and type I pro-collagen synthesis inducing activities in a dose-dependent manner, respectively. Therefore, these results suggest that the black carrot is a potential source of high anti-oxidative, solvent-free and anti-aging material with promising applications in cosmetic, food, and beauty-food industries.

Current Status and Prospects for the Hemp Bioindustry (대마 생물산업의 현황과 전망)

  • Sohn, Ho-Yong;Kim, Mun-Nyeon;Kim, Young-Min
    • Journal of Life Science
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    • v.31 no.7
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    • pp.677-685
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    • 2021
  • Cannabis sativa L. belongs to the Cannabaceae family and is an annual herbaceous flowing plant. The plants can be classified into narcotic marijuana and nonnarcotic hemp. Different parts of C. sativa L. have been used as food, medicine, cosmetics, fiber and textile. However, the use of leaf, flower, and seed of C. sativa L was forbidden in Korea in January 1977 as a result of the Cannabis Control Act due to the narcotic properties. The plant's mature stems have limited uses for the production of fiber and sheets. Recently, various cannabinoids, terpenes and essential fatty acids were identified from C. sativa L., and their safety and useful bio-activities, such as neuroprotective, anti-inflammation, antithrombosis, antiepileptic, and antimicrobial activities, and the relief of pain, have been highlighted. Furthermore, the process of reduction of tetrahydrocannabinol, a representative narcotic compound, and the isolation of cannabidiol, a nonnarcotic active compound in C. sativa L., have been determined. These findings resulted in the legalization of C. sativa L. in Korea for medical use in December 2018 and the exclusion of C. sativa L. from the narcotic list of the UN Commission on Narcotics Drugs (UNCND) in December 2020. Therefore, developments of various high-value added products have commenced worldwide. Additionally, in 2021, the Korean government deregulated special zones based on hemp. In this study, the current status and the prospect of the hemp industry, as well as essential techniques for developing new hemp products, are provided for the activation of the Korea Green-Rush.

A Study on the Synthesis Behavior of Lithium Hydroxide by Type of Precipitant for Lithium Sulfate Recovered from Waste LIB (폐리튬이차전지에서 회수된 황산리튬 전구체로부터 침전제 종류별 수산화리튬 제조 거동 연구)

  • Joo, Soyeong;Kim, Dae-Guen;Byun, Suk-Hyun;Kim, Yong Hwan;Shim, Hyun-Woo
    • Resources Recycling
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    • v.30 no.1
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    • pp.44-52
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    • 2021
  • This study investigated the effect of the type of alkaline precipitant used on the synthesis of lithium hydroxide by examining the behavior of lithium hydroxide produced using lithium sulfate recovered from a waste lithium secondary battery as a raw material. The double-replacement reaction (DRR) process was used to remove the impurities contained in the lithium salt precursor of lithium sulfate and to improve the efficiency of the synthesis of lithium hydroxide. The experiment was conducted by control the molar ratio of the precursor ([Li]/[OH]), the reaction temperature, and the composition of the alkaline precipitant (KOH, Ca(OH)2, Ba(OH)2) used for the production of highly-crystalline lithium hydroxide. A secondary solid-liquid separation was performed following the reaction to remove the impurities generated, and the purified aqueous solution of lithium hydroxide was evaporated to remove the moisture and obtain the product as a powder. The crystallinity and synthesis behavior of the product were examined.

Characteristics of Fibrinolytic Enzymes of Bacillus licheniformis CY-24 Isolated from Button Mushroom Compost (양송이 배지로부터 분리한 Bacillus licheniformis CY-24의 섬유소분해 효소의 특성)

  • Min, Gyeong-Jin;Park, Hea-sung;Lee, Een-ji;Lee, Chan-Jung
    • The Korean Journal of Mycology
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    • v.49 no.2
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    • pp.199-209
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    • 2021
  • The present study was performed to improve the technique used for fermenting the mushroom growth medium. Taxonomic analysis of 16S rDNA sequence from the predominant Bacillus strain CY-24 isolated during the fermentation phase of the rice straw medium identified it as Bacillus licheniformis. In addition, the growth environment of B. licheniformis was also examined in this study, which revealed the optimal growth temperature and pH to be 30 ℃ and 6.0, respectively. This study also revealed that carboxymethyl cellulase (CMCase) and polygalacturonase (PGase) enzymes isolated from B. licheniformis achieved their maximal activities at 50 ℃ and 60 ℃ respectively. Furthermore, the study confirmed that the two enzymes, i.e., CMCase and PGase in B. licheniformis are stable at temperatures above 60 ℃. The present study thus demonstrates that B. licheniformis CY-24 possesses excellent enzymatic properties. It also reveals that the action of enzymes during the production of growth mediums used for the cultivation of mushrooms is closely associated with the promotion of fermentation and softening of the rice straw. Overall, this study provides elementary information regarding the role of B. licheniformis enzymes during growth medium fermentation for Agaricus bisporus cultivation.

A Study on the Change of the Chinese Performing Art Market during the period of the 10th 5year Development Plan. (중국 공연예술 시장 고찰 - 제10차 5개년 계획 기간(2001~2005)을 중심으로 -)

  • Oh, Soo Kyung
    • (The) Research of the performance art and culture
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    • no.18
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    • pp.449-480
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    • 2009
  • In this paper, I tried to study the change of the Chinese performing arts market during the 10th 5year development plan, from year 2001 to year 2005 by both of the quantitative and qualitative analysis, because it's really the time when we need to understand the growing market of chinese culture along with the development of the Chinese cultural industry. During that period, the Chinese government developed the policy to establish a healthy cultural market and strengthen it's cultural power; the parts who product the piece of performing arts including the performing troupes, the theatres and the production companies were consolidated and became familiar to market through the reformation of the organization; and the audience who consume the performing arts and entertainments still shows very Chinese characteristics in the cities and villages. In the village, the audiences invite the troupe to play their local theatre in many occasions of their life according to their traditional beliefs, also somehow to show their wealth. The fact that the local governments and the companies are very important consumer groups in China is also very 'Chinese' characteristics. It means that Chinese performing arts are still more or less under the influence of the political ideas. Nonetheless it is worthy of notice that Chinese performing arts not only develope the new contents in very creative way and also try to learn the knowhow of the excellent items of foreign countries by inviting them to the festivals or organize a co-productions on the basis of the upgraded cultural power through the 10th 5 year development plan.

Production of Antithrombotic Material Extracted from Auricularia auricular-judae and the Verification of Its Antithrombotic Activity via Animal Test (목이버섯으로부터 추출한 항혈전물질의 제품화와 동물실험을 통한 항혈전활성 검증)

  • Park, Young-Seo;Choi, Hyuk-Joon
    • Food Engineering Progress
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    • v.14 no.4
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    • pp.359-366
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    • 2010
  • Large-scale preparation steps of antithrombotic materials from wood ear mushroom (Auricularia auricular-judae) were established as follows. Grounded dry wood ear mushroom was extracted with 75% ethanol and its precipitate was extracted with $76^{\circ}C$ water for 2 hr followed by filter pressing. The filtrate was then concentrated by vacuum and extracted with 80% ethanol, and the resulting precipitate was then freeze-dried. The formula of the product was determined using consumer susceptibility tests as follows; mushroom extract 90.5%, high fructose corn syrup 2.0%, $\beta$-cyclodextrin 1.5%, fructo-oligosaccharide 2.0%, pear puree 4.0%. When the packed products were stored at 25, 37, or $45^{\circ}C$ for 8 weeks, there were no noticeable changes in water activity, moisture content, pH, and acidity. The viable cell number of total bacteria was slightly increased during the storage period at 25 and $37^{\circ}C$, The total bacteria were not detected in the product when stored at $45^{\circ}C$. When the product was injected intravenously into rat at the level of 1,000 mg/kg, antithrombotic activities such as activated partial thromboplastin time, thrombin time, prothrombin time, and FIB were increased when compared with the control group. When the product was administrated orally into rat at the level of 500 mg/kg, it showed the same antiplatelet activity to aspirin.

The Future Direction of HD Map Industry Development Plan and Governance (정밀도로지도 산업 발전 방향 및 대응방안 연구)

  • WON, Sang-Yeon;MOON, Ji-Young;YOON, Seo-Youn;CHOI, Yun-Soo
    • Journal of the Korean Association of Geographic Information Studies
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    • v.22 no.3
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    • pp.120-132
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    • 2019
  • As a key infrastructure for positioning autonomous vehicles, HD maps are making efforts to equip autonomous vehicles and connect them with services worldwide. Global companies like Here and TomTom have contracted an agreement with three German automobile companies(BMW, Audi, Daimler) by establishing systems including from the production of HD maps to loading autonomous vehicles. Japan has organized a DMP(Dynamic Map Platform) by collaborating public and private section and performing establishment of HD map on private section-oriented. Korean companies related with autonomous vehicles are also cooperating with various companies such as vehicles, sensors and maps. But public and private sections are establishing HD maps respectively. Accordingly, Ministry of Land, Infrastructure and Transport implemented and signed memorandum for private and public cooperation in April 2019, Joint establishment council of HD map has launched in August 2019. This study performed domestic and foreign trend analysis about HD map and interviewed to related companies. And analyzed solutions for interactive cooperation of private and public section in HD map industry, purposed step-by-step strategy for operation and operation plan for joint establishment council of HD map.