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NIR-TECHNOLOGY FOR RATIONALE SOIL ANALYSIS WITH IMPLICATIONS FOR PRECISION AGRICULTURE

  • Stenberg, Bo
    • Proceedings of the Korean Society of Near Infrared Spectroscopy Conference
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    • 2001.06a
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    • pp.1061-1061
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    • 2001
  • The scope of precision agriculture is to reach the put up cultivation goals by adjusting inputs as precise as possible after what is required by the soil and crop potentials, on a high spatial resolution. Consequently, precision agriculture is also often called site specific agriculture. Regulation of field inputs “on the run” has been made possible by the GPS (Geographical Position System)-technology, which gives the farmer his exact real time positioning in the field. The general goal with precision agriculture is to apply inputs where they best fill their purpose. Thus, resources could be saved, and nutrient losses as well as the impact on the environment could be minimized without lowering total yields or putting product quality at risk. As already indicated the technology exists to regulate the input based on beforehand decisions. However, the real challenge is to provide a reliable basis for decision-making. To support high spatial resolution, extensive sampling and analysis is required for many soil and plant characteristics. The potential of the NIR-technology to provide rapid, low cost analyses with a minimum of sample preparation for a multitude of characteristics therefore constitutes a far to irresistible opportunity to be un-scrutinized. In our work we have concentrated on soil-analysis. The instrument we have used is a Bran Lubbe InfraAlyzer 500 (1300-2500 nm). Clay- and organic matter-contents are soil constituents with major implications for most properties and processes in the soil system. For these constituents we had a 3000-sample material provided. High performance models for the agricultural areas in Sweden have been constructed for clay-content, but a rather large reference material is required, probably due to the large variability of Swedish soils. By subdividing Sweden into six areas the total performance was improved. Unfortunately organic matter was not as easy to get at. Reliable models for larger areas could not be constructed. However, through keeping the mineral fraction of the soil at minimal variation good performance could be achieved locally. The influence of a highly variable mineral fraction is probably one of the reasons for the contradictory results found in the literature regarding organic matter content. Tentative studies have also been performed to elucidate the potential performance in contexts with direct operational implications: lime requirement and prediction of plant uptake of soil nitrogen. In both cases there is no definite reference method, but there are numerous indirect, or indicator, methods suggested. In our study, field experiments where used as references and NIR was compared with methods normally used in Sweden. The NIR-models performed equally or slightly better as the standard methods in both situations. However, whether this is good enough is open for evaluation.

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A Study on the Regional Learning Program in the lifelong Learning City - Based on an Empirical Case Study of the Geography Exploration Group in Guri, Gyeonggi Province - (평생학습도시의 지역학습 프로그램에 관한 연구 - 경기도 구리시의 지리 탐방대 활동을 중심으로 -)

  • Seo, Jeong-Hoon;Joo, Kyung-Sik
    • Journal of the Korean association of regional geographers
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    • v.16 no.5
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    • pp.572-589
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    • 2010
  • With the advent of lifelong learning society, most of the cities in Korea have been promoting the construction of lifelong learning city. At this point, the purpose of this study is to configure regional learning programs and apply them to the actual world. Important results of this study can be outlined as follows; First, the regional learning programs in the lifelong learning society are desirable to be configurated with the situated learning method focused on the characteristics of learners, instructors and the local contexts. In addition, the active training of regional human resources such as organizing learning circles and SERVICE-LEARNING through the participation of them is effective as a teaching method. Secondly, the consequence through the field excursion calling itself 'the geography exploration group', organized by the researcher and involved with participants together provoked the paradigm shift on their region and the regional identity. Thirdly, the active participation of local experts including geography teachers should be needed for the popularization of geography education. Hence, if we continue to develop the local learning programs tailored to regional traits and apply them to the actual world, geography education will play an important role to build the stable foundation in the lifelong learning society.

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Investigation on Science Teachers' Practical Knowledge by Life History (과학 교사의 실천적 지식 탐색: 생애사적 이해를 바탕으로)

  • Yu, Eun-Jeong;Lee, Sun-Kyung;Choi, Jong-Rim;Kim, Chan-Jong
    • Journal of The Korean Association For Science Education
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    • v.30 no.8
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    • pp.971-987
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    • 2010
  • The purpose of this study is to investigate the formation and development of science teachers' practical knowledge by life history. In the sociocultural perspective, a science teacher is a producer and consumer of knowledge. There were two secondary science teachers who participated in this study. Each of them had three to six years experience in teaching. They were familiar with the researchers because they had been to the same university or were colleagues with them in graduate school for several years. The two science teachers had formed their practical knowledge for their professional development based on their biographical backgrounds. Model of Life history and structure of personal practical knowledge were used as analytical tools. As a result, the science teachers' practical knowledge has shown a significant difference in the main concern and weight according to their life contexts. The science teachers' formation of their practical knowledge played a role as an important motive to improve their professionalism based on the teacher's life path. In addition to that, the science teachers' practical knowledge showed a tendency to be solidified with continuous reflection.

Learning Diagnosis & Prescription Service in Cyber Home Learning System : Improvements on User Experience by doing Usability Evaluation (사이버가정학습 진단처방학습관리시스템 사용성 평가 및 학습 경험 개선 방향 도출)

  • Cha, Hyun-Jin;Ahn, Mi-Lee
    • 한국HCI학회:학술대회논문집
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    • 2009.02a
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    • pp.876-883
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    • 2009
  • Learning Diagnosis & Prescription Service(LDPS) in Cyber Home Learning System is a educational service which provides customized learning contents based on student's academic level and individualized counseling and comments after diagnosing learner's study habits beyond the past e-Learning systems which offer the same contents to different students. For a national point of view, it is a crucial project in public education to achieve the goals of the next-generation e-Learning service by making a lot efforts both in time and money. However, those efforts has been made, not in terms of providing a better quality of service and a better user experience in a effective and enjoyable way, but in terms of developing the technology-driven system. Therefore, in this study, two types of usability evaluations has been conducted in order to enhance a user experience on the LDPS. One is the expert reviews by utilizing the usability evaluation tools (heuristics) which was focused on educational contexts developed by Suh Young-suhk(2007). The other is the user testing with students who have done think-aloud during the evaluation, remembering their retrospective experience with LDPS, and the interview with teachers & service operators were conducted. As the implications on the research, this is an effort to provide an user-friendly educational system for the students nationwide.

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Theoretical Background of Constructivist Epistemology (구성주의 인식론의 이론적 배경)

  • Kwak, Young-Sun
    • Journal of the Korean earth science society
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    • v.22 no.5
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    • pp.427-447
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    • 2001
  • Science teachers need to understand what science is, how students learn, how to teach science effectively, and the rationale for their teaching methods. Along this line, this article discusses constructivist learning theory as an alternative to the traditional pedagogy and the origin of various versions of constructivism. Constructivism is defined and used in a variety of contexts including philosophical constructivism, constructivist research paradigm, sociological constructivism, and educational constructivism. Educational constructivism (or psychological constructivism) can be divided into three distinct versions (i.e., individual, radical, and social constructivism) depending on unique ontological and epistemological beliefs that underlie each version. Each version of educational constructivism supports different conceptions of science teaching and learning that are consistent with its specific ontological and epistemological beliefs. In this article, the main tenets of each version of educational constructivism are examined with regard to ontological beliefs, epistemological commitments, and pedagogical beliefs. In addition, two major criticisms on constructivist pedagogy as well as implications for research methods for each version are also discussed.

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Comparison of the Pre-service Elementary Teachers' Understandings of the Basic Concepts of Astronomy and Their Attitudes Toward Astronomy between Korea and Japan (한일 초등 예비교사들의 천문학 기초개념 이해와 천문학에 대한 태도)

  • Lee, Myon-U;Jang, Eun-Suk
    • Journal of the Korean earth science society
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    • v.28 no.7
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    • pp.789-802
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    • 2007
  • This study investigated pre-service elementary teachers' understanding of the basic concepts of and their attitudes toward astronomy in Korea and Japan. The survey instrument called the Astronomy Diagnostic lest (ADT) that was developed by the Collaboration for Astronomy Education Research (CAER) in 1998 was used and modified to tailor to the two countries' contexts, including 12 items written in the two languages, Korean and Japanese. The attitudes toward astronomy were examined by the Survey of Attitudes toward Astronomy (SATA), which was developed by Zeilik et al. in 1999. Cronbach's alpha of this sample of the study was 0.69, while the reliability of SATA was 0.87. All the pre-service elementary teachers in both Korea and Japan showed a low-level understanding of the basic concepts of astronomy. 38% of Korean pre-service elementary teachers had correct answers to the questions regarding the basic conceptions of astronomy, while 37% of Japanese participants had correct answers to them. Although there was no statistically significant difference between Korean and Japanese pre-service elementary teachers, Korean teachers scored higher than Japanese participants in SATA. A significant difference, however, was revealed in the categories of cognitive competence and value of the attitudes toward astronomy (p <.05). In addition, it was found that both Korean and Japanese pre-service elementary teachers scored less than 40% about the basic concepts of astronomy and that they obtained lower scores than the US college students with regard to the attitudes toward astronomy.

Compression of Multispectral Images (멀티 스펙트럴 영상들의 압축)

  • Enrico Piazza
    • Journal of Korea Multimedia Society
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    • v.6 no.1
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    • pp.28-39
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    • 2003
  • This paper is an overview of research contributions by the authors to the use of compression techniques to handle high resolution, multi-spectral images. Originally developed in the remote sensing context, the same techniques are here applied to food and medical images. The objective is to point out the potential of this kind of processing in different contexts such as remote sensing, food monitoring, and medical imaging and to stimulate new research exploitations. Compression is based on the simple assumption that it is possible to find out a relationship between pixels close one each other in multi-spectral images it translates to the possibility to say that there is a certain degree of correlation within pixels belonging to the same band in a close neighbourhood. Once found a correlation based on certain coefficient on one band, the coefficients of this relationship are, in turn, quite probably, similar to the ones calculated in one of the other bands. Based upon this second observation, an algorithm was developed, able to reduce the number of bit/pixel from 16 to 4 in satellite remote sensed multi-spectral images. A comparison is carried out between different methods about their speed and compression ratio. As reference it was taken the behaviour of three common algorithms, LZW (Lempel-Ziv-Welch), Huffman and RLE (Run Length Encoding), as they are used in common graphic format such as GIF, JPEG and PCX. The Presented methods have similar results in both speed and compression ratio to the commonly used programs and are to be preferred when the decompression must be carried out on line, inside a main program or when there is the need of a custom made compression algorithm.

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The Sense of Outdoor Characteristics on the Shopping Mall Planning -Focusing on Common Space Comparison- (쇼핑몰의 야외성 발현 특성에 관한 연구 -공용공간 비교를 중심으로-)

  • Cho, Hun Hee;Oh, Joon-Gul
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.3
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    • pp.557-566
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    • 2018
  • Shopping malls have been developed to increase sales revenue and attract visitors. This study focused on the sense of the outdoor characteristics of these shopping malls by comparing open and enclosed types of shopping malls in common spaces in LA and Korea through case study analyses. This research through case studies will form the foundation of comfortable shopping mall space design. The results are the follows. 1. Enclosed shopping malls tend to provide large indoor space to create a sense of outdoors. 2. The common space of enclosed shopping malls is developed through space expansion with horizontal and vertical connections that appear in different combinations depending on the space constraints and contexts. 3. The architectural planning of enclosed shopping malls are largely dependent on the concept of everyday life portrayed in the identity of each space, which usually involve the inclusion of sizable atriums to host indoor sports or special performances.

Entity Linking For Tweets Using User Model and Real-time News Stream (유저 모델과 실시간 뉴스 스트림을 사용한 트윗 개체 링킹)

  • Jeong, Soyoon;Park, Youngmin;Kang, Sangwoo;Seo, Jungyun
    • Korean Journal of Cognitive Science
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    • v.26 no.4
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    • pp.435-452
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    • 2015
  • Recent researches on Entity Linking(EL) have attempted to disambiguate entities by using a knowledge base to handle the semantic relatedness and up-to-date information. However, EL for tweets using a knowledge base is still unsatisfactory, mainly because the tweet data are mostly composed of short and noisy contexts and real-time issues. The EL system the present work builds up links ambiguous entities to the corresponding entries in a given knowledge base via exploring the news articles and the user history. Using news articles, the system can overcome the problem of Wikipedia coverage (i.e., not handling real-time issues). In addition, given that users usually post tweets related to their particular interests, the current system referring to the user history robustly and effectively works with a small size of tweet data. In this paper, we propose an approach to building an EL system that links ambiguous entities to the corresponding entries in a given knowledge base through the news articles and the user history. We created a dataset of Korean tweets including ambiguous entities randomly selected from the extracted tweets over a seven-day period and evaluated the system using this dataset. We use accuracy index(number of correct answer given by system/number of data set) The experimental results show that our system achieves a accuracy of 67.7% and outperforms the EL methods that exclusively use a knowledge base.

Developing Measurement Model and Indicators for Entrepreneurial Ecosystem: Focusing on Regional E-Ecosystem Indicator via Delphi Analysis (창업생태계 측정모형과 지표개발: 델파이분석을 통한 지역창업생태계 측정지표 개발)

  • Lee, Woo jin;Oh, Hye Mi;Kim, Do Hyeon;Kim, Jong Sung;Kim, Ga Young
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.15 no.4
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    • pp.1-15
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    • 2020
  • As the entrepreneurial ecosystem turns out to be a leading factor in improving nation's entrepreneurship, many studies are underway in the country to develop the start-up ecosystem. Although the entrepreneurial ecosystem is receiving attention as an essential factor for the nation's economic growth as well as entrepreneurship due to its inter-relationship with start-ups, government agencies and investors, criticism of measurement indicators has been increasing due to the different institutional and political contexts of each country, including the various definition of start-up ecosystem. In this study, we develop indicators that are suitable for domestic conditions in Korea and that can measure the level of start-up ecosystems in each regional level. FGI and Delphi surveys by scholarly experts in each field of start-ups & entrepreneurship were conducted to verify how well existing indicators fit the domestic situation and to develop indicators that can measure the local entrepreneurial ecosystem in Korea through close examination. As a result, the local entrepreneurial ecosystem consisted of three to four sub-components and 38 sub-components, each consisting of seven indicators, including Policy, Investment, Culture, Market, Human Capital, Support and Knowledge. It is expected that this research will be used to diagnose local start-up ecosystems and to propose discriminatory policies that can complement regional strengths and weaknesses.