• Title/Summary/Keyword: Environment Standard

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Accuracy analysis of Multi-series Phenological Landcover Classification Using U-Net-based Deep Learning Model - Focusing on the Seoul, Republic of Korea - (U-Net 기반 딥러닝 모델을 이용한 다중시기 계절학적 토지피복 분류 정확도 분석 - 서울지역을 중심으로 -)

  • Kim, Joon;Song, Yongho;Lee, Woo-Kyun
    • Korean Journal of Remote Sensing
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    • v.37 no.3
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    • pp.409-418
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    • 2021
  • The land cover map is a very important data that is used as a basis for decision-making for land policy and environmental policy. The land cover map is mapped using remote sensing data, and the classification results may vary depending on the acquisition time of the data used even for the same area. In this study, to overcome the classification accuracy limit of single-period data, multi-series satellite images were used to learn the difference in the spectral reflectance characteristics of the land surface according to seasons on a U-Net model, one of the deep learning algorithms, to improve classification accuracy. In addition, the degree of improvement in classification accuracy is compared by comparing the accuracy of single-period data. Seoul, which consists of various land covers including 30% of green space and the Han River within the area, was set as the research target and quarterly Sentinel-2 satellite images for 2020 were aquired. The U-Net model was trained using the sub-class land cover map mapped by the Korean Ministry of Environment. As a result of learning and classifying the model into single-period, double-series, triple-series, and quadruple-series through the learned U-Net model, it showed an accuracy of 81%, 82% and 79%, which exceeds the standard for securing land cover classification accuracy of 75%, except for a single-period. Through this, it was confirmed that classification accuracy can be improved through multi-series classification.

Influences of the Construction of the Torrent Control Structure using Customized Tetrapods on the Stream Water Quality at Valley (맞춤형 테트라블록을 이용한 야계사방구조물이 계류수질에 미치는 영향)

  • Park, Jae-Hyeon;Ma, Ho-Seop;Kim, Ki-Heung;Youn, Ho-Joong
    • Journal of Korean Society of Forest Science
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    • v.100 no.1
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    • pp.105-111
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    • 2011
  • The purpose of this study was to find out the effect of a torrent control structure using customized tetrapods on the forest water quality conservation and management. The study was conducted in the Honggye valley located in Sanchung-gun, Gyungsangnam-do, and stream water quality was compared before and after construction of torrent control structure. After construction of the torrent control structure using customized tetrapods, pH of stream water didn't get out of the range of River water quality standard class I. After construction of the torrent control structure using customized tetrapods, Dissolved Oxygen concentration didn't change, and Electrical Conductivity measurements agreed well within the range of normal clean stream water quality. After construction of the torrent control structure using customized tetrapods, average of total amount of anion was 3.07/2.30~3.60 mg/L, being slightly greater than before construction. Stream water quality after construction of the torrent control structure was similar to before construction. Therefore, it was find out that the torrent control structure didn't affect stream water quality.

An Inquiry on the effect of the formation Jhāpeti-Rites 『Seongmunsanguicho (釋門喪儀抄)』 in 『Osamnanyasinhakbiyoung(五杉練若新學備用)』 (『오삼연약신학비용(五杉練若新學備用)』이 다비법 『석문상의초(釋門喪儀抄)』 성립에 미친 영향)

  • Lee, Sun-Yi
    • (The)Study of the Eastern Classic
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    • no.59
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    • pp.359-386
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    • 2015
  • To date, the study of the $jh{\bar{a}}peti$ is small. "Osamnanyasinhakbiyoung" was found in the Gumamodo University in 2006, research has gained a new opportunity. The '연약(練若)' of "Osamyunyaksinhakbiyoung(오삼연약신학비용)" is an abbreviation of ara?ya should be unified in "Osamnanyasinhakbiyoung(五衫練若新學備用)". The second volume contains the following information. Since the Buddhist ritual of ordinary people, this made according to fit the rules in accordance with the environment(隨方毗尼). Obok(五服) is called according to the meaning Osam(五衫) of dressed standard. Gamguhyodangdo is to install one incense and one lanterns to illuminate their own buddha, is where enshrines the relics(śarīra). Back to the article, which should show the face bitter and sad hearts. Over white paper it should represent an article. Posts containing the meaning of the sacrifice must necessarily meant to inform heaven as articles for the dead. Such "Osamnanyasinhakbiyoung" of structure and contents of the second volume was reflected in "Sungmoonsanguicho(釋門喪儀抄)". "Osamnanyasinhakbiyoung" written intent is reflected in the prolegomena of the "Sungmoonsanguicho" it influenced $Jh{\bar{a}}peti$-Rites during the Joseon Dynasty. "Osamnanyasinhakbiyoung" of prepare after death and "Sunksiyoram(釋氏要覽)" of funeral was incorporated as "Sungmoonsanguicho". It built the $st{\bar{u}}pa$ is a symbol of tranquility achieved a kind of enlightenment. Human life ends with death, and it completed the $Jh{\bar{a}}peti$-Rites in "Sungmoonsanguicho". The significance here is in. Tying the funeral and burial in one enshrine the relics will be shown on the top by the completion of life. In particular, Kankyungdogam(刊經都監) published in the $Jh{\bar{a}}peti$-Rites "Osamnanyasinhakbiyoung" were engraved production and dissemination. That it will have another significance.

Extending the OMA DRM Framework for Supporting an Active Content (능동형 콘텐츠 지원을 위한 OMA DRM 프레임워크의 확장)

  • Kim, Hoo-Jong;Jung, Eun-Su;Lim, Jae-Bong
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.16 no.5
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    • pp.93-106
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    • 2006
  • With the rapid growth of the wireless Internet communication, a new generation of mobile devices have made possible the broad distribution of mobile digital contents, such as image, music, video, games and applications over the wireless Internet. Mobile devices are rapidly becoming the major means to extend communication channels without copy Protection, usage rule controlling and authentication. As a result, mobile digital contents may be illegally altered, copied and distributed among unauthorized mobile devices. In this paper, we take a look at Open Mobile Alliance (OMA) DRM v2.0 in general, its purpose and function. The OMA is uniquely the focal point for development of an open standard for mobile DRM. Next we introduces features for an active content and illustrates the difference between an active content and an inactive content. Enabling fast rendering of an active content, we propose an OMA-based DRM framework. This framework include the following: 1) Extending DCF Header for supporting an selective encryption, 2) Content encryption key management, 3) Rendering API for an active content. Experimental results show that the proposed framework is able to render an active content fast enough to satisfy Quality of Experience. %is framework has been proposed for a mobile device environment, but it is also applicable to other devices, such as portable media players, set-top boxes, or personal computer.

Identity-Based Online/Offline Signcryption Without Random Oracles (ID기반 온라인/오프라인 사인크립션(Signcryption) 기법)

  • Park, Seung-Hwan;Kim, Ki-Tak;Koo, Woo-Kwon;Lee, Dong-Hoon
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.20 no.5
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    • pp.23-36
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    • 2010
  • Signcryption is a cryptographic primitive which offers authentication and confidentiality simultaneously with a cost lower than signing and encrypting the message independently. We propose a new cryptographic notion called Identity-based online/offline signcryption. The notion of online/offline scheme can be divided into two phases, the first phase is performed offline prior to the arrival of a message to be signed or encrypted and the second phase is performed online phase after knowing the message and the public key of recipient. The Online phase does not require any heavy computations such as pairings or exponents. It is particularly suitable for power-constrained devices such as smart cards. In this paper, we propose ID-based signcryption scheme and ID-based online/offline signcryption scheme where the confidentiality and authenticity are simultaneously required to enable a secure and trustable communication environment. To our best knowledge, this is the first ID-based online/offline signcryption scheme that can be proven secure in the standard model.

Analysis of the Types of News Stories on the Online Broadcast -Focusing upon the Broadcasting Websites of NAVER Newsstand- (온라인 방송의 뉴스기사 유형에 대한 분석 -네이버 뉴스스탠드의 방송사 홈페이지를 중심으로-)

  • Park, Kwang Soon
    • Journal of Digital Convergence
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    • v.19 no.3
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    • pp.177-185
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    • 2021
  • This paper aimed to grasp what the percentage in the types of news stories on the online broadcast is, which was conducted by analyzing the news stories of 9 broadcasting websites on the Naver newsstand. For the analysis, a total of 270 days' samples were selected, including 30 days per broadcast on 9 broadcasting websites. For a method of analysis, One-way ANOVA was used to examine the difference among broadcasting websites. The analysis was made centering with priorities given to the type of news stories by the composition of language, the type of genre as a standard of stories, and so on. As a result of analysis, all the programs in the off-line broadcast have been produced and transmitted as a video-typed story, but a half of those in on-line broadcast have been made up of the stories composed of photo and text. The online newspaper has been producing a new type of news' story using video-typed story or computer graphic while the online broadcast has actively been utilizing stories composed of photos and text, which are types of newspaper's stories. From above-mentioned results, it can be understood that the boundary among media is getting more and more indistinct on the environment of online media, showing the phenomenon that the type of broadcast's stories is becoming old-fashioned.

The Effect of Dental Hygienist Prosthetic Medical Service on Dental Satisfaction and Dental Loyalty (치과위생사의 보철 의료서비스가 치과 만족 및 애호도에 미치는 영향)

  • Song, Kwui-Sook;Ryu, Da-Young;Lee, Su-Jung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.1
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    • pp.713-718
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    • 2021
  • This study was conducted to clarify the role and importance of dental hygienists in improving patient satisfaction in dental medical institutions, and to improve the social position, working conditions, and environment of dental hygienists. This study evaluated the impact of dental hygienists on dental satisfaction, revisits, and doctor recommendations for patients who had received prosthodontic treatment at dentistry in the last 10 years. This study analyzed the data from 166 survey questionnaires from June 1, to July 2, 2020. For data analysis, the SPSS Ver 23.0 program was used to calculate frequency and percentage, mean and standard deviation of the variables, Pearson correlation analysis, and multiple regression analysis. As a result, the average quality of medical services provided by dental hygienists among prosthetics was 4.05, the average dental satisfaction was 4.27, the average revisit was 3.97, and the average recommendation was 4.01. As a result of Pearson's correlation analysis, there was a significant positive correlation between each variable (P<0.01). As a result of multiple regression analysis, the level of knowledge appeared as a factor affecting dental satisfaction (P<0.05). The factors influencing both the revisits and the intention to recommend were the level of knowledge and the level of education (P<0.05).

Analyzing Vocabulary Characteristics of Colloquial Style Corpus and Automatic Construction of Sentiment Lexicon (구어체 말뭉치의 어휘 사용 특징 분석 및 감정 어휘 사전의 자동 구축)

  • Kang, Seung-Shik;Won, HyeJin;Lee, Minhaeng
    • Smart Media Journal
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    • v.9 no.4
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    • pp.144-151
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    • 2020
  • In a mobile environment, communication takes place via SMS text messages. Vocabularies used in SMS texts can be expected to use vocabularies of different classes from those used in general Korean literary style sentence. For example, in the case of a typical literary style, the sentence is correctly initiated or terminated and the sentence is well constructed, while SMS text corpus often replaces the component with an omission and a brief representation. To analyze these vocabulary usage characteristics, the existing colloquial style corpus and the literary style corpus are used. The experiment compares and analyzes the vocabulary use characteristics of the colloquial corpus SMS text corpus and the Naver Sentiment Movie Corpus, and the written Korean written corpus. For the comparison and analysis of vocabulary for each corpus, the part of speech tag adjective (VA) was used as a standard, and a distinctive collexeme analysis method was used to measure collostructural strength. As a result, it was confirmed that adjectives related to emotional expression such as'good-','sorry-', and'joy-' were preferred in the SMS text corpus, while adjectives related to evaluation expressions were preferred in the Naver Sentiment Movie Corpus. The word embedding was used to automatically construct a sentiment lexicon based on the extracted adjectives with high collostructural strength, and a total of 343,603 sentiment representations were automatically built.

Recycle of Unburned Carbon and Microceramics as Alternatives to Rubber Weight-Adding Materials and Polypropylene Filling Agents (고무증량재 및 플라스틱 충진재의 대체재로 UC와 CM의 재활용)

  • Han, Gwang Su;Kim, Dul-Sun;Lee, Dong-Keun
    • Clean Technology
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    • v.27 no.1
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    • pp.24-32
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    • 2021
  • Unburned carbon (UC) was successfully separated from fly ash by up to 85.8% in weight via froth flotation using soybean oil as a collector. An 18 wt% yield of microceramics (CM) could be achieved by employing a hydro cyclone separator located immediately after the flotation equipment. UC and CM were tested as alternatives to weight-adding material and polymer (especially polypropylene in this study) filler, respectively. Large particles of UC were broken down into smaller ones via ball milling to have an average particle diameter of 10.2 ㎛. When crushed UC was used as an alternative to clay as a rubber weight-adding material, a somewhat lower tensile strength and elongation rate than the allowed values were unfortunately obtained. In order to satisfy the standard limits, further treatment of UC is required to enhance surface energy for more intimate bonding with rubber. CM was observed in spherical forms with an average diameter of 5 ㎛. The surface of the CM particles was modified with phenol, polyol, stearic acid, and oleic acid so that the surface modified CM could be used as a polypropylene-filling agent. The flowability was good, but due to the lack of coupling forces with polypropylene, successful impact strength and flexural strength could not be obtained. However, when mixing the surface-modified CM with 1% silane by weight, a drastic increase in both the impact strength and flexural strength were obtained.

Expanded Workflow Development for OSINT(Open Source Intelligence)-based Profiling with Timeline (공개정보 기반 타임라인 프로파일링을 위한 확장된 워크플로우 개발)

  • Kwon, Heewon;Jin, Seoyoung;Sim, Minsun;Kwon, Hyemin;Lee, Insoo;Lee, Seunghoon;Kim, Myuhngjoo
    • Journal of Digital Convergence
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    • v.19 no.3
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    • pp.187-194
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    • 2021
  • OSINT(Open Source Intelligence), rapidly increasing on the surface web in various forms, can also be used for criminal investigations by using profiling. This technique has become quite common in foreign investigative agencies such as the United States. On the other hand, in Korea, it is not used a lot, and there is a large deviation in the quantity and quality of information acquired according to the experience and knowledge level of investigator. Unlike Bazzell's most well-known model, we designed a Korean-style OSINT-based profiling technique that considers the Korean web environment and provides timeline information, focusing on the improved workflow. The database schema to improve the efficiency of profiling is also presented. Using this, we can obtain search results that guarantee a certain level of quantity and quality. And it can also be used as a standard training course. To increase the effectiveness and efficiency of criminal investigations using this technique, it is necessary to strengthen the legal basis and to introduce automation technologies.