Following the implementation of the Act on the Prevention of Light Pollution Due to Artificial Lighting in 2013, local governments designated lighting environment management zones and conducted assessments of the impacts of light pollution on the environment to ensure compliance with acceptable light emission standards. In addition, according to the Act on the Prevention of Light Pollution Due to Artificial Lighting, local governments conduct and manage light pollution assessments every three years. However, measuring and analyzing during nighttime requires a significant amount of time and labor. Therefore, this research aims to improve the current light pollution environmental impact assessment method by utilizing aerial information from satellite data and establishing a database of light pollution assessment methods, thereby laying the foundation for light pollution management. In this study, a reference light source was installed on the ground, and the luminance measurements of the installed reference light source and the advertising light sources on-site were analyzed to derive brightness values for ground light sources using the optical band (R, G, B) values from aerial information derived from satellite images. The analysis produced predictive equations for light pollution from upward lighting and general advertising lighting. When these equations were applied to residential and commercial areas in the lighting environment management area, the results indicated that the predicted rooftop upward lighting prediction brightness exceeded the acceptable standard of light emission of 800 cd/m2 in residential areas, and the advertisement lighting prediction brightness exceeded the standard of 1,000 cd/m2 in commercial areas.

Abstract
1. 서 론
2. 연구 방법
    2.1 위성영상 측정 및 전처리
    2.2 기준광원 측정 및 상향광 회귀식 산출
    2.3 상업지구 내 일반광고조명(측면 조사) 측정
3. 결 과
    3.1 상향광을 활용한 회귀식 도출 및 예측 시범적용
    3.2 일반광고조명(측면 조사)에 대한 빛공해 예측시범적용
4. 고 찰
감사의 글
References

• 이규선(국립환경과학원 생활환경연구과) | Kyu-sun Lee (Indoor Environment and Noise Research Division Environmental Infrastructure Research Departmen, National Institute of Environmental Research)
• 이연주(국립환경과학원 생활환경연구과) | Yeonjoo Lee (Indoor Environment and Noise Research Division Environmental Infrastructure Research Departmen, National Institute of Environmental Research)
• 박형규(국립환경과학원 생활환경연구과) | Hyung-kyu Park (Indoor Environment and Noise Research Division Environmental Infrastructure Research Departmen, National Institute of Environmental Research)
• 김우정(국립환경과학원 생활환경연구과) | Woo-Jung Kim (Indoor Environment and Noise Research Division Environmental Infrastructure Research Departmen, National Institute of Environmental Research)
• 안재영(국립환경과학원 생활환경연구과) | Jaeyoung Ahn (Indoor Environment and Noise Research Division Environmental Infrastructure Research Departmen, National Institute of Environmental Research)
• 구진회(국립환경과학원 생활환경연구과) | Jinhoi Gu (Indoor Environment and Noise Research Division Environmental Infrastructure Research Departmen, National Institute of Environmental Research) Corresponding author