• Title/Summary/Keyword: U-band

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Deep Learning-based Forest Fire Classification Evaluation for Application of CAS500-4 (농림위성 활용을 위한 산불 피해지 분류 딥러닝 알고리즘 평가)

  • Cha, Sungeun;Won, Myoungsoo;Jang, Keunchang;Kim, Kyoungmin;Kim, Wonkook;Baek, Seungil;Lim, Joongbin
    • Korean Journal of Remote Sensing
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    • v.38 no.6_1
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    • pp.1273-1283
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    • 2022
  • Recently, forest fires have frequently occurred due to climate change, leading to human and property damage every year. The forest fire monitoring technique using remote sensing can obtain quick and large-scale information of fire-damaged areas. In this study, the Gangneung and Donghae forest fires that occurred in March 2022 were analyzed using the spectral band of Sentinel-2, the normalized difference vegetation index (NDVI), and the normalized difference water index (NDWI) to classify the affected areas of forest fires. The U-net based convolutional neural networks (CNNs) model was simulated for the fire-damaged areas. The accuracy of forest fire classification in Donghae and Gangneung classification was high at 97.3% (f1=0.486, IoU=0.946). The same model used in Donghae and Gangneung was applied to Uljin and Samcheok areas to get rid of the possibility of overfitting often happen in machine learning. As a result, the portion of overlap with the forest fire damage area reported by the National Institute of Forest Science (NIFoS) was 74.4%, confirming a high level of accuracy even considering the uncertainty of the model. This study suggests that it is possible to quantitatively evaluate the classification of forest fire-damaged area using a spectral band and indices similar to that of the Compact Advanced Satellite 500 (CAS500-4) in the Sentinel-2.

Assessment of the Relationship between Air Temperature and TOA Brightness Temperature in Different Seasons Using Landsat-8 TIRS (Landsat-8 위성의 열적외 센서를 활용한 대기온도와 밝기온도의 계절별 상관관계 분석)

  • CHOUNG, Yun-Jae;CHUNG, Youn-In;CHOI, Soo-Young
    • Journal of the Korean Association of Geographic Information Studies
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    • v.21 no.2
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    • pp.68-79
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    • 2018
  • In general, Top Of Atmosphere(TOA) brightness temperature is closely related to air temperature. Brightness temperature can be derived from the Thermal Infra-Red Sensors (TIRS) of the earth observation satellites such as the Landsat series. The TIRS instrument of the Landsat-8 satellite collects the two spectral bands (Bands 10 and 11) that measure brightness temperature. In this research, the relationship between the air temperature data measured by the weather stations in Seoul, South Korea and the brightness temperature data separately derived from Bands 10 and 11 of the Landsat-8 satellite were assessed in the different seasons through the correlation analysis. The statistical results led to the following conclusions. First, brightness temperature is closely related to air temperature in order of Spring, Autumn, Winter and Summer. Second, when air temperature increases, brightness temperature also increases in Spring, Autumn and Winter but decreases in Summer. Third, Band 10 has a closer relationship to air temperature than Band 11.

Estimation of Significant Wave Heights from X-Band Radar Using Artificial Neural Network (인공신경망을 이용한 X-Band 레이다 유의파고 추정)

  • Park, Jaeseong;Ahn, Kyungmo;Oh, Chanyeong;Chang, Yeon S.
    • Journal of Korean Society of Coastal and Ocean Engineers
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    • v.32 no.6
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    • pp.561-568
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    • 2020
  • Wave measurements using X-band radar have many advantages compared to other wave gauges including wave-rider buoy, P-u-v gauge and Acoustic Doppler Current Profiler (ADCP), etc.. For example, radar system has no risk of loss/damage in bad weather conditions, low maintenance cost, and provides spatial distribution of waves from deep to shallow water. This paper presents new methods for estimating significant wave heights of X-band marine radar images using Artificial Neural Network (ANN). We compared the time series of estimated significant wave heights (Hs) using various estimation methods, such as signal-to-noise ratio (${\sqrt{SNR}}$), both and ${\sqrt{SNR}}$ the peak period (TP), and ANN with 3 parameters (${\sqrt{SNR}}$, TP, and Rval > k). The estimated significant wave heights of the X-band images were compared with wave measurement using ADCP(AWC: Acoustic Wave and Current Profiler) at Hujeong Beach, Uljin, Korea. Estimation of Hs using ANN with 3 parameters (${\sqrt{SNR}}$, TP, and Rval > k) yields best result.

A Design and Fabrication of a Compact Ka Band Transmit/Receive Module Using a Quad-Pack (쿼드팩을 이용한 소형 Ka 대역 송수신(T/R) 모듈의 설계 및 제작)

  • Oh, Hyun-Seok;Yeom, Kyung-Whan;Chong, Min-Kil;Na, Hyung-Gi;Lee, Sang-Joo;Lee, Ki-Won;Nam, Byung-Chang
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.22 no.3
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    • pp.389-398
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    • 2011
  • In this paper, the design and fabrication of a transmit/receive(T/R) module for Ka-band phased array radar is presented. A 5bit digital phase shifter and digital attenuator were used in common for both transmitter and receiver considering unique Ka-band characteristic. The circulator was excluded in the T/R module and was placed outside T/R module. The transmitting power per element antenna is designed to be about 1 W and the noise figure is designed to be below 8 dB. The designed T/R module RF part has a compact size of $5\;mm{\times}4\;mm{\times}57\;mm$. In order to implement the T/R module, MMICs used in T/R module was separately assessed before assembly of the designed T/R module. The transmitter of the fabricated T/R module shows about 1 W at 5 dBm unit module input power and the receiver shows a gain of about 20 dB and a noise figure of below 8 dB as expected in the design stage.

A Comparative Study on Korean and U.S. Emo Fashion (한국과 미국의 Emo Fashion Style에 관한 연구)

  • Park, Judy Joo-Hee;Ha, Ji-Soo
    • Journal of the Korean Society of Costume
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    • v.58 no.2
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    • pp.48-61
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    • 2008
  • This study aimed to examine emo fashion, a very recent music-related fashion trend spreading fast amongst youths, and understand emo ideas and methods of expression for a greater understanding of contemporary youth sub-cultures and fashion trends. Documentary research, positive research and in-depth interviews were used throughout the study. 4 Korean emo bands and 4 U.S. emo bands were selected based on music chart rankings, and a total of 37 photographs from the bands' Internet websites were selected, and their clothes shown in the photographs were examined. 5 Korean emo band musicians were subjects of in-depth interviews, and they were asked about their emo culture, music, fashion, ideas and styles, and photographs were taken of the subjects and evaluated, too. Lastly, Korean and U.S. emo kids were studied through photographs, and comparatively analyzed. Both Korean and U.S. emo musicians wore slim silhouettes, skinny jeans, t-shirts, sneakers, black, studded belts and plastic-framed glasses. Korean fashion expressed a less depressive atmosphere with color and other details compared to the United States, and did not prefer dark black eye make-up, which United States emo style appeared to express frequently. Korean musicians' emo fashion was closer to other youth fashions, whereas U.S. emo fashion included more formal styles such as ruffled shirts and pin-striped vests. Korean emo kids wore clothes not much different from most Korean youths, but U.S. emo kids wore a lot of eye make-up and black t-shirts with graphic or skull prints, and had more geometrical hair styles, as if cut at home. The reasons for such differences were found to be a longer emo music and culture history in the United States leading to more elaborate fashion expressions and a difference in the states of mind, such as Korea pursuing to express love, and the United States pursuing loneliness.

Antibodies against Nitric Oxide Damaged Poly L-Tyrosine and 3-Nitrotyrosine Levels in Systemic Lupus Erythematosus

  • Khan, Fozia;Ali, Rashid
    • BMB Reports
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    • v.39 no.2
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    • pp.189-196
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    • 2006
  • Alterations in the amino acid structure or sequence can generate neo-epitopes from self-proteins causing autoaggressive immune attack. Reactive nitrogen species are an important factor that induces post-translational modification of proteins by cellular reduction and oxidation mechanism; cysteinyl-nitrosylation or tyrosine nitration leading to potentially pathogenic pathways. It was thought of interest to investigate the immunogenicity of nitrated poly L-tyrosine vis-$\`{a}$-vis its possible role in the induction of antibodies in systemic lupus erythematosus (SLE). Commercially available poly L-tyrosine was exposed to nitrating species and the damage was monitored by UV spectroscopy and alkaline gel electrophoresis. The results indicated the formation of 3-nitrotyrosine. Nitrated poly L-tyrosine induced higher titre antibodies as compared to the native form. Nitrated poly L-tyrosine was recognized by the autoantibodies present in the sera of patients suffering from SLE by enzyme immunoassays and band shift assay. The possible role of nitrated self-proteins has been discussed in the production of circulating anti-DNA antibodies in SLE.

Design and Implementation of a Sensor Node for Out-Door Environmental Monitoring (옥외 환경 모니터링을 위한 센서노드 설계 및 구현)

  • Son, Jae-Hyun;Cho, Yang-Haeng;Kim, Je-Hong;Joo, Young-Suk;So, Sun-Sup
    • The Transactions of the Korean Institute of Electrical Engineers P
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    • v.56 no.3
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    • pp.117-122
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    • 2007
  • In this paper, we described a design and implementation of a sensor node for environmental monitoring. The main focus of design for sensor nodes is to isolate MCU for treating sensors from the RF module for considering various communication environment. The second is to make the interface between MCU and varity of sensor. In addition, we choose a narrow band communication module, cc1020, for the admittance of Korea government communication law. We also use a uC/OS-II as an operating system which is famous for 8bit MCUs. We showed that the communication performance is sufficient to use the communication module in a out-door environment through several experiments in that it is possible to transmit between 100m distance through experiments in a mountain.

An Experimental Study on the Noise Generation Mechanisms of Propane Premixed Flames (프로판 예혼합화염의 소음발생 매커니즘에 관한 실험적 연구)

  • Lee, Won-Nam;Park, Dong-Soo
    • 한국연소학회:학술대회논문집
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    • 2004.06a
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    • pp.27-33
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    • 2004
  • The Noise generation mechanisms of propane laminar premixed flames on a slot burner have been studied experimentally. The sound levels and frequencies were measured for various mixture flow rates (velocities) and equivalence ratios. The primary frequency of self-induced noise increases with the mean velocity of mixture as $f{\;}{\propto}{\;}U_f^{1.144}$ and the measured noise level increases with the mixture flow rate and equivalence ratio as $p{\;}{\propto}{\;}U_f^{1.7}$$F^{8.2}$. The nature of flame oscillation and the noise generation mechanisms are also investigated using a high speed CCD camera and a DSRL camera. The repetition of sudden extinction at the tip of flame is evident and the repetition rates are identical to the primary frequencies obtained from the FFT analysis of sound pressure signals. CH chemiluminescence intensities of the oscillating flames were also measured by PMT with a 431 nm(10 FWHM) band pass filter and compared to the pressure signals.

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Pt(110) 표면 위에 증착된 Ni 초박막의 합금 형성에 관한 연구

  • Lee, U-Yeong;Jo, Seong-Guk;Nam, Chang-U
    • Proceedings of the Korean Vacuum Society Conference
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    • 2010.08a
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    • pp.80-80
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    • 2010
  • X선 광전자 분광법을 이용하여 Pt(110) 표면 위에 증착된 Ni 초박막의 합금 형성에 대한 연구를 수행하였다. 각각 3 ML, 6 ML Ni 초박막을 $5{\times}10-9$ Torr 이하의 초고진공에서 증착된 것을 확인하고 후열처리 과정에 따른 Ni층의 변화와 합금형성에 따른 내각준위 스펙트럼을 관찰하였다. 증착된 Ni 초박막은 증착 후 전자구조 변화에 따른 선형변화가 일어나고, 590 K부터 섞이기 시작함을 내각준위 스펙트럼의 변화들로부터 알 수 있었다. 열처리 온도가 증가하면서 계면에 Ni-Pt 합금이 형성되었음은 Pt 4f 봉우리의 FWHM 변화부터로 확인할 수 있었으며 Ni 2p3/2 의 satelite 구조의 상대적 세기가 590 K부터 급격히 증가하여, 전자구조가 변화함을 알 수 있었다. Valence Band 스펙트럼의 변화로 계면의 Pt d전자들의 상태밀도 변화도 확인하였다.

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Design of Camera for QUasars in EArly uNiverse II

  • Choi, Nahyun;Pak, Soojong;Oh, Young-Seok;Lee, Hyein;Choi, Changsu;Im, Myungshin
    • The Bulletin of The Korean Astronomical Society
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    • v.38 no.1
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    • pp.72.1-72.1
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    • 2013
  • Camera for QUasars in EArly uNiverse (CQUEAN) is an optical CCD camera, developed by Center for Exploration of Origin of the Universe (CEOU), which is now searching for high red shift quasar candidates. It has been operated since 2010, attached to the 2.1m Otto Struve telescope at the McDonald Observatory, USA. Based on the previous operation experiences, we present CQUEAN II system design which has a new filter wheel allowing with 20 narrow band filters. In addition, the auto guiding system will be rearranged and the interfacing units between the telescope and the instrument will become stabilized.

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