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Artificial Intelligence Plant Doctor: Plant Disease Diagnosis Using GPT4-vision

  • Yoeguang Hue;Jea Hyeoung Kim;Gang Lee;Byungheon Choi;Hyun Sim;Jongbum Jeon;Mun-Il Ahn;Yong Kyu Han;Ki-Tae Kim
    • Research in Plant Disease
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    • v.30 no.1
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    • pp.99-102
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    • 2024
  • Integrated pest management is essential for controlling plant diseases that reduce crop yields. Rapid diagnosis is crucial for effective management in the event of an outbreak to identify the cause and minimize damage. Diagnosis methods range from indirect visual observation, which can be subjective and inaccurate, to machine learning and deep learning predictions that may suffer from biased data. Direct molecular-based methods, while accurate, are complex and time-consuming. However, the development of large multimodal models, like GPT-4, combines image recognition with natural language processing for more accurate diagnostic information. This study introduces GPT-4-based system for diagnosing plant diseases utilizing a detailed knowledge base with 1,420 host plants, 2,462 pathogens, and 37,467 pesticide instances from the official plant disease and pesticide registries of Korea. The AI plant doctor offers interactive advice on diagnosis, control methods, and pesticide use for diseases in Korea and is accessible at https://pdoc.scnu.ac.kr/.

Behavior Interpretation of Discontinuity for Conservation Treatment of Standing Sculptured Buddha at the Yongamsa Temple, Korea (옥천 용암사 마애불의 보존관리를 위한 불연속면의 거동특성 해석)

  • Lee, Chan-Hee;Jeong, Yeon-Sam;Kim, Ji-Young;Yi, Jeong-Eun;Kim, Sun-Duk
    • 한국문화재보존과학회:학술대회논문집
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    • 2004.10a
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    • pp.81-91
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    • 2004
  • The host rock of standing sculptured Buddha in the Yongamsa temple was macular biotite granite, which has gone through mechanical and chemical weathering. The principal rock-forming minerals are quartz, plagioclase, alkali feldspar, and biotite, the last two of which have been transformed into clay minerals and chlorite due to weathering processes. The bed rock around the Buddha statue is busily scattered with steep inclinations that are almost vertical and discontinuous planes with the strikes of $N8^{\circ}E$. The major joints have the strikes of N4 to $52^{\circ}W$ and N6 to $88^{\circ}E$ and the dips of 42 to $89^{\circ}$. Especially thee development of the joints that cross the major joints causes tile structural instability of the rock. The host rock of the Buddha image is separated into many different rock masses because of the also many different discontinuity, which group accounts for about $12{\%}$ of the rock. Thus it's estimated that the bed rock has not only plane and toppling failure but also wedge failure in all the sides. Since the earth pressure and the inclination pressure are imposed on the body of the Buddha in the basement rock, it's urgent to give a treatment of geotechnical engineering for the sake of its structural stability. The parts where serious fractures are seen should receive the hardening process using the fillers for stones. It's also necessary to introduce a landfill liner system in order to reduce the ground humidity. The rock surface of the Buddha statue are partly contaminated by lichens and bryophyte. The joints have turned into earth, which promotes the growth of weeds and plant roots. Thus biochemical treatments should also be considered to get rid of the vegetation along the discontinuous planes and prevent further biological damages.

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The Analysis of Composition and Characteristic in Olympics Cultural Program: Focusing on the 1988 Seoul Olympics and the 2018 PyeongChang Winter Olympic Games (올림픽 문화프로그램의 구성과 특성 분석 - 1988 서울올림픽과 2018 평창동계올림픽을 중심으로 -)

  • Lee, Ji-Yeon;Son, Jeung-Woo
    • Journal of Korea Entertainment Industry Association
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    • v.15 no.4
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    • pp.187-206
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    • 2021
  • The purpose of this study is to analyze the compositions and characteristics in cultural programs of the 1988 Seoul Olympics and the 2018 PyeongChang Winter Olympic Games. A research method was considered the developmental aspects of Cultural Olympics in all-time Olympic Games and the cases of Cultural Olympics in a host country through a documentary research method. The compositions and characteristics in cultural programs of the 1988 Seoul Olympics and the 2018 PyeongChang Winter Olympic Games were diversely analyzed. The results are as follows. First, a concept of a cultural program was deepened and developed at the 1992 Barcelona Olympics. In the wake of the 2010 Vancouver Olympics, IOC published the Cultural Olympic Guide. Through the 2012 London Olympics, the Cultural Olympic Guide was revised. Second, the cultural programs of the 1988 Seoul Olympics and the 2018 PyeongChang Winter Olympic Games showed the characteristics of image change & status and of the international exchange strengthening in a host country and a holding city. Third, in terms of cultural programs, the 1988 Seoul Olympics comprised the celebrations, performances & exhibitions amid the Culture and Arts Festival, and the International Academic Conference. The 2018 PyeongChang Winter Olympic Games were composed of performances, exhibitions, festivals, humanities & experience, and educational events. Fourth, the 1988 Seoul Olympics included the key element of forming a program that equally has the characteristics with the harmony between tradition and modernity, with the promotion of the excellence in Korean traditional culture & the spread in a bond of sympathy, and with various cultures and arts in each region. Also, the 2018 PyeongChang Winter Olympic Games pushed ahead with the strategy dubbed 'The Olympics in which there is culture day after day, in which provincial residents participate, and in which the cultural heritage is left' in order to systematically expedite the cultural Olympics.

INFRARED - X-RAY CONNECTION IN NEARBY ACTIVE GALACTIC NUCLEI; AKARI AND MAXI RESULTS

  • Isobe, Naoki;Nakagawa, Takao;Yano, Kenichi;Baba, Shunsuke;Oyabu, Shinki;Toba, Yoshiki;Ueda, Yoshihiro;Kawamuro, Taiki
    • Publications of The Korean Astronomical Society
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    • v.32 no.1
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    • pp.185-187
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    • 2017
  • Combining the AKARI Point Source Catalog and the 37-month Monitor of All-sky X-ray Image (MAXI) catalog, the infrared and X-ray properties of nearby active galactic nuclei were investigated. The 37-month MAXI catalog tabulates 100 nearby Seyfert galaxies, 73 of which are categorized into Seyfert I galaxies. Among these Seyfert galaxies, 69 ones were found to have an AKARI infrared counterpart. For the Seyfert I galaxies in this sample, a well-known correlation was found between the infrared and X-ray luminosities. However, the observed X-ray luminosity of the Seyfert II galaxies tends to be lower for the infrared luminosity than the Seyfert I galaxies. This suggests that the X-ray absorption is significant in the Seyfert II galaxies. The Seyfert II galaxies seem to have a bimodal distribution of the IR color between $18{\mu}m$ and $90{\mu}m$. Especially, a large fraction of the Seyfert II galaxies exhibits a redder IR color than the Seyfert I galaxies. A possible origin of the redder IR color is briefly discussed, in relation to the star formation activity in the host galaxy, and to the X-ray absorption.

A Study on the Change of Spatial Concept in Expo Pavilions - Focus on the Space Communication with Shanghai Expo Exhibition Theme - (엑스포 파빌리온 공간개념의 변화에 관한 연구 - 상하이 엑스포 전시테마와 공간적 커뮤니케이션을 중심으로 -)

  • Kim, Kyung-Jin;Lee, Kyung-Jin
    • Korean Institute of Interior Design Journal
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    • v.20 no.3
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    • pp.33-40
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    • 2011
  • The World exposition is considered as a great event to promote the cultural exchanges of their own urbanism and share the technological developments among the various countries across the all over the world. So many countries in the world desired to host and take part in the EXPO, so far only few countries have had the chance to hold the event and show their uniqueness of urban culture, but we might say the past exhibition as those for display and publication of matters of science, technology and trade, now we must say expositions of the 21th century has come under variations on cultural and informational interchange and humanism from the global issue and problem. What makes possible to maximize the effort of reciprocal communication between people and the public can be the EXPO event as a means of the public information of the theme and this kind of event should suggest the public a message of the topic, message, image and even more the EXPO spirits and theme as an international event gives as much considerably spreading effect as its big scale. In that aspect, the pavilion for the exhibition of EXPO and public information should be recognized as a place for smoothly forming the activities of reciprocal communication between the society and the public, with such a aspect this study, as its purpose of improving as well as communication, concerns the process in projecting the space paradigm of pavilion in the EXPO and public message and information as a means of the communication of the global theme.

The Restoration and Application of Cultural and Ecological Environments of Daegu City (대구의 문화생태환경 복원과 활용)

  • Jeon, Young-Gweon
    • Journal of the Korean association of regional geographers
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    • v.14 no.3
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    • pp.189-198
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    • 2008
  • This research is undertook as a preliminary study for cultural and ecological environments of Daegu city which is required to improve urban image as the host city of 2011 World Championship in Athletics. The main findings of this research are as follows: Firstly, it is necessary to correct some errors in the natural scenery, such as Shincheon and Ibam which are known as important natural scenery of Daegu city. and also necessary to correct some errors in the name of places. Secondly, according to the old literature, it is known that there are two famous rocks in Daegu. Ibam, one of the two, is known as already disappeared. However, Hwaam, the other one, has been recently revealed as substantial. Therefore, the city needs to preserve the natural inheritance. In this sense, the city needs to consider to utilize natural scenery as cultural eco-tourism resources. Lastly, some part of landforms are related to culture and history. Thus, I proposes to name them as 'cultural landforms'.

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Night Time Leading Vehicle Detection Using Statistical Feature Based SVM (통계적 특징 기반 SVM을 이용한 야간 전방 차량 검출 기법)

  • Joung, Jung-Eun;Kim, Hyun-Koo;Park, Ju-Hyun;Jung, Ho-Youl
    • IEMEK Journal of Embedded Systems and Applications
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    • v.7 no.4
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    • pp.163-172
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    • 2012
  • A driver assistance system is critical to improve a convenience and stability of vehicle driving. Several systems have been already commercialized such as adaptive cruise control system and forward collision warning system. Efficient vehicle detection is very important to improve such driver assistance systems. Most existing vehicle detection systems are based on a radar system, which measures distance between a host and leading (or oncoming) vehicles under various weather conditions. However, it requires high deployment cost and complexity overload when there are many vehicles. A camera based vehicle detection technique is also good alternative method because of low cost and simple implementation. In general, night time vehicle detection is more complicated than day time vehicle detection, because it is much more difficult to distinguish the vehicle's features such as outline and color under the dim environment. This paper proposes a method to detect vehicles at night time using analysis of a captured color space with reduction of reflection and other light sources in images. Four colors spaces, namely RGB, YCbCr, normalized RGB and Ruta-RGB, are compared each other and evaluated. A suboptimal threshold value is determined by Otsu algorithm and applied to extract candidates of taillights of leading vehicles. Statistical features such as mean, variance, skewness, kurtosis, and entropy are extracted from the candidate regions and used as feature vector for SVM(Support Vector Machine) classifier. According to our simulation results, the proposed statistical feature based SVM provides relatively high performances of leading vehicle detection with various distances in variable nighttime environments.

DETERMINANTS OF US CVB'S WEBSITE SERVICE QUALITY (미국 컨벤션뷰로의 웹사이트 서비스 품질결정요인)

  • Kim, Min-Sook;Bang, Ho-Yeol
    • International Commerce and Information Review
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    • v.10 no.4
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    • pp.125-151
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    • 2008
  • Website service quality is widely accepted as one of the key determinants of online business success. Several studies identified key factors that determine the website service quality factors appropriate for online business environments. A convention and visitors bureau (CVB) website is a service portal that delivers information online about a destination so users can develop an overall image of the location. CVBs struggle to deliver positive destination images because the competition among destinations to host conventions is intense. In spite of the important role of CVBs and the beneficial spillover effect of CVBs, there are few studies available reporting on the unique service qualities of a CVB website. The primary purpose of this study was to examine the determining factors that are appropriate for CVB websites from the meeting planners' perspective. The research questions arc: What are the determining factors of service quality of a CVB website? Do the determining factors of CVB website service quality positively influence meeting planners' satisfaction? The new conceptual framework was developed from a variety of destination marketing and Internet marketing concepts: e-servicescape management, web community network, Internet service encounter management, and online system quality. Empirical results indicate that three of the four factors, that is, e-servicescape, web community network, and online system quality are important determinants in evaluating CVB website service quality. The findings also show that three determinants have significant and positive influence on meeting planners' satisfaction. The findings from this study will provide meaningful advice for CVB website quality management. To enhance the CVB website service quality and satisfaction level of meeting planners, these three determinants' should be considered of the utmost strategic importance and priority.

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Application of Gold Exploration Using Three-dimensional Resistivity Inversion in Sambo mine (3차원 전기비저항 역산 방법을 이용한 삼보 광산에서 금광 탐사)

  • Park Jong-Oh;Kim Hee-Joon;Song Moo-Young;You Young-June
    • The Journal of Engineering Geology
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    • v.15 no.1
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    • pp.19-27
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    • 2005
  • The Sambo mine is located in Hae-je Myeon, Moo-an Gun, Chollanamdo, which consists of host gneiss and rhyolite possessing quartzite veins with other compositions such as gold, silver, and sublimated sulfur. The ore grade estimated from the core was 0.05~10.9g/t or less in gold and 0.05~389g/t or less in silver, indicating a partial mineralization. The purpose of this paper is to understand the subsurface structures and the distribution of mineralized bodies in the Sambo mine using a combined method of Schlumberger, Wenner, and Dipole-di-pole resistivity surveys on the surface and the resistivity tomography survey in boreholes. The result of three-dimensional resistivity inversion showed that the mineralized body is extended to 240m long in the N10°~20°E direction, with 30m wide and 80 m thick from the surface. The low resistivity zones (<1,000ohm-m) determined from the resistivity image were in good agreement with the mineralized bodies and weak zones identified from the logged cores.

A Study of Assessing the Multiple Aspect Impacts of Rural Residents' Reactions to the Mega-Events (대형(大型)이벤트 개최(開催)에 따른 농(農)·산촌(山村) 지역주민(地域住民)의 다측면적(多側面的) 영향평가(影響評價)에 관(關)한 연구(硏究))

  • Lee, Ju-Hee;Han, Sang-Yoel
    • Journal of Korean Society of Forest Science
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    • v.88 no.1
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    • pp.55-62
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    • 1999
  • Successful hosting of mesa-events such as the universiade games usually brings many external changes such as more domestic and foreign travelers, image improvement of the host country and region as well as promotion of the local economy through improving the infrastructure for the contest. This longitudinal study analyzed the effects of the winter universiade games, which were held at Muju in 1997, on the hosting rural area, based upon a multidimensional study. As a result, the inhabitants sensed that hosting the winter universiade games had large-scale investment effects on both the tourism industry and the regional development. On the other hand, hosting this kind of event was not quite successful in terms of activating the local economy, and the environment of Togyusan National Park was harmed.

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