천리안 위성영상을 이용한 일조시간 분포 추정에 관한 연구
Estimating Distribution of Sunshine Duration using COMS Satellite Images
0
조회
0
다운로드
1
인용
0
참고문헌
키워드
초록
Abstract
This study estimated sunshine duration in South Korea using cloud detection images; the 2 class and 5 class images of Communication, Ocean and Meteorological Satellite (COMS). The images were preprocessed and then compared with the observed sunshine duration from the Automated Synoptic Observing System (ASOS). Based on the result of comparing yearly and monthly sunshine duration, the results of the 5 class were better than the results of the 2 class. In the case of comparing daily sunshine duration, the results of the 5 class also showed relatively better outcome than the 2 class images. The simulation performance of the sunshine duration observed by ASOS and the sunshine duration calculated by COMS were evaluated using Kling-Gupta Efficiency (KGE) technique. The 5 class data showed relatively high efficiency. RMSEs were relatively lower in the 5 class than the 2 class image in all years (2011-2014). Therefore, the 5 class data among the COMS satellite images could provide meaningful information at the points where there is no observation of sunshine duration.
참고문헌 (16)
- Elizabeth, G., "Estimating daily sunshine duration over the UK from geostationary satellite data", Weather, 65(12), pp.324~328 (2010)
- 조덕기, "국내 태양광시스템 설치를 위한 수평면 전일사량과 일조시간 정밀조사", 한국태양에너지학회 논문집, 31(3), pp.48~56 (2011), 한국태양에너지학회
- José Leonaldo, D. S., "Empirical models of daily and monthly global solar irradiation using sunshine duration for Alagoas State", Northeastern Brazil, Sustainable Energy Technologies and Assessments, 14, pp.35~45 (2016)
- Journée, M., "Sunshine duration climate maps of Belgium and Luxembourg based on Meteosat and in-situ observations", Advances in Science and Research, 10(1), pp.15~19 (2013)
- Kandirmaz, H. M., "Estimation of Daily Sunshine Duration from Terra and Aqua MODIS Data", Advances in Meteorology, 2014, pp.9~ (2014)
- Kim, D.-J., "A Study on Variation Characteristics of Sunshine and Clouds in Jeju Area", Cheju Development Review, 15, pp.179~201 (2011)
- Korea Energy Agency, "Summary of New Renewable Energy Supply Statistics for 2016", ~ (2016)
- Korea Institute of Energy Research, "The Establishment of New and Renewable Energy Resource Map & Utilization System", ~ (2012)
- Meteorological Resource Analysis Report for Optimal Utilization of Solar Energy, "Korea Meteorological Administration", ~ (2008)
- Kómar, L., "Statistical cloud coverage as determined from sunshine duration: a modelapplicable in daylighting and solar energy forecasting", Journal of Atmospheric and Solar-Terrestrial Physics, 150, pp.1~8 (2016)
- Lee, R., "Theory of the “Equivalent Slope”", Monthly Weather Review, 90, pp.165~166 (1962)
- Matzarakis, A. P., "Sunshine duration hours over the Greek region", Theoretical and Applied Climatology, 83, pp.107~120 (2006)
- Muhammad, A. S., "An improved technique for global daily sunshine duration estimation using satellite imagery", Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 13(9), pp.717~722 (2012)
- Swift, L. W., "Algorithm for solar radiation on mountain slopes", Water Resources Research, 12(1), pp.108~112 (1976)
- "National Meteorological Satellite Center"[URL]
- "Renewable Energy Policy Network for the 21st Century"[URL]