Random Forest-TOPSIS Based Light Pollution Evaluation System
DOI:
https://doi.org/10.54097/hset.v64i.11248Keywords:
Random Forest, TOPSIS, Light pollution evaluation system.Abstract
Economic development inevitably brings many negative problems, among which the negative impact of light pollution is growing and attracting the attention of more and more scholars. To establish a light pollution evaluation system, in this paper, through the three main of light pollution, i.e., glare, light spillover, and light infringement, the formulae for calculating the three were obtained through research papers in this field and evolution of advanced scholars, and the weights of different indicators were obtained by applying Random Forest-TOPSIS, which were 0.74,0.14,0.12, and thus a comprehensive evaluation system of light pollution was established. The light pollution evaluation system established in this paper is important for measuring the degree of light pollution.
Downloads
References
Jiang Benyan, Zhang Yuli, Li Shan, Li Jianjun, Zheng Zihao, Wang Hongguang. Spatial and temporal dynamics and sensitive distances of the nighttime light environment in the Pearl River Delta Nature Reserve [J/OL]. Journal of Applied Ecology: 1-10 [2023-05-19].
Xiong Ruiyu,Chen Zheng. A review of nocturnal light pollution effects on whole health and key thresholds [J]. Chinese Garden, 2023, 39(02): 32-37.
Baby Li. Environmental impact assessment and pollution prevention measures for photovoltaic projects [J]. Resource Conservation and Environmental Protection, 2023(01): 127-130.
Qin Yan, Liu Ruxing, Kang Zhen, Li Hongguang, Gong Jingzhu, Sun Yunan, Zhao Juncheng. Research on extreme brightness measurement method based on high dynamic range imaging [J]. Applied Optics, 2023, 44(01): 168-174.
Feng K, Hao LOSI, Zeng KUN. Exploring the evolution characteristics of urban lighting light pollution--analysis of VIIRS images [J]. Journal of Lighting Engineering, 2022, 33(06): 1-10.
Zhuang X.B., Lin J.G., Chen Y.S. Analysis of the area of LED display and its distance limit from nearby residence [J]. Light Source and Lighting, 2022(S1): 58-60.
Han Xiaomeng. Exploring the protection path of "dark night star" from the perspective of national park [J]. Journal of Hebei Institute of Environmental Engineering, 2022, 32(06): 47-50+61.
Hao Y., Zhang P., Gao G., Bai Y. Analysis of light pollution management policies and interference light limitation standards for LED advertising screens [J]. China Environmental Monitoring, 2022, 38(03): 199-206.
Zhuang Z-B, Wang W-H, Tai H-D, Wang J-J. The effect of contrast threshold effect on runway visual range measurement [J/OL]. Journal of Beijing University of Aeronautics and Astronautics: 1-9 [2023-05-19].
Zhou Chunhui, Zhao Junnan, Wang Zheng, Gan Langxiong, Liu Zongyang, Xu Yanmin. Research on the evaluation method of urban light show on light pollution of navigable waters [J]. Journal of Wuhan University of Technology (Transportation Science and Engineering Edition), 2021, 45(02): 351-355.
Downloads
Published
Issue
Section
License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
