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Acadlore takes over the publication of IJEI from 2025 Vol. 8, No. 5. The preceding volumes were published under a CC BY 4.0 license by the previous owner, and displayed here as agreed between Acadlore and the previous owner. ✯ : This issue/volume is not published by Acadlore.

Open Access
Research article

Simple Models of Light Pollution in Indonesia Using VIIRS Data

rinto anugraha nqz1*,
roni muslim2,
lala septem riza3,
judhistira aria utama4,
khyrina airin fariza abu samah5,
dhani herdiwijaya6,
emanuel sungging mumpuni7
1
Department of Physics, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia
2
Research Center for Quantum Physics, National Research and Innovation Agency, South Tangerang 15314, Indonesia
3
Computer Science Education Study Program, Universitas Pendidikan Indonesia, Bandung 40154, Indonesia
4
Physics Study Program, Universitas Pendidikan Indonesia, Bandung 40154, Indonesia
5
College of Computing, Informatics and Mathematics, Universiti Teknologi MARA Cawangan Melaka Kampus Jasin, Melaka City 77300, Malaysia
6
Astronomy Research Division, Institut Teknologi Bandung, Bandung 40132, Indonesia
7
Research Center for Space, National Research and Innovation Agency, Bandung 40173, Indonesia
International Journal of Environmental Impacts
|
Volume 8, Issue 2, 2025
|
Pages 269-275
Received: 11-19-2025,
Revised: 12-12-2025,
Accepted: 01-13-2025,
Available online: 04-29-2025
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Abstract:

Various physical or mathematical models have analyzed the relationship between Radiance and distance. Using data from VIIRS satellite imagery, this paper proposes a simplified method to analyze the relationship between the average Radiance áRñ and the distance r measured from the center point (highest Radiance). We reviewed three major cities in Indonesia: Jakarta, Bandung, and Yogyakarta. Analyzing the VIIRS raw data from 2012-2021, Jakarta follows the power-law relation: $\langle R\rangle \sim r^{-\alpha}$. Bandung and Yogyakarta follow the exponential relation: $\langle R\rangle \sim \exp (-\alpha r)$, where the values of $\alpha$ vary yearly. In addition, we also find that the average Radiance follows the power-law relation with the area A that is $\langle R\rangle \sim A^{-\beta}$,, where A is the region area at a distance r. The $\beta$ exponent varies every year and from all three cities. By comparing the numerical results to real-time VIIRS data, the study validates the reliability of this simplified approach. The findings underscore the impact of urban development on light pollution, offering a practical and extendable model to other regions. This research contributes to understanding urban lighting dynamics, providing implications for sustainable city planning and environmental protection efforts.

Keywords: exponential relation, light pollution, power-law relation, Radiance, VIIRS data


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Nqz, R. A., Muslim, R., Riza, L. S., Utama, J. A., Samah, K. A. F. A., Herdiwijaya, D., & Mumpuni, E. S. (2025). Simple Models of Light Pollution in Indonesia Using VIIRS Data. Int. J. Environ. Impacts., 8(2), 269-275. https://doi.org/10.18280/ijei.080207
R. A. Nqz, R. Muslim, L. S. Riza, J. A. Utama, K. A. F. A. Samah, D. Herdiwijaya, and E. S. Mumpuni, "Simple Models of Light Pollution in Indonesia Using VIIRS Data," Int. J. Environ. Impacts., vol. 8, no. 2, pp. 269-275, 2025. https://doi.org/10.18280/ijei.080207
@research-article{Nqz2025SimpleMO,
title={Simple Models of Light Pollution in Indonesia Using VIIRS Data},
author={Rinto Anugraha Nqz and Roni Muslim and Lala Septem Riza and Judhistira Aria Utama and Khyrina Airin Fariza Abu Samah and Dhani Herdiwijaya and Emanuel Sungging Mumpuni},
journal={International Journal of Environmental Impacts},
year={2025},
page={269-275},
doi={https://doi.org/10.18280/ijei.080207}
}
Rinto Anugraha Nqz, et al. "Simple Models of Light Pollution in Indonesia Using VIIRS Data." International Journal of Environmental Impacts, v 8, pp 269-275. doi: https://doi.org/10.18280/ijei.080207
Rinto Anugraha Nqz, Roni Muslim, Lala Septem Riza, Judhistira Aria Utama, Khyrina Airin Fariza Abu Samah, Dhani Herdiwijaya and Emanuel Sungging Mumpuni. "Simple Models of Light Pollution in Indonesia Using VIIRS Data." International Journal of Environmental Impacts, 8, (2025): 269-275. doi: https://doi.org/10.18280/ijei.080207
NQZ R A, MUSLIM R, RIZA L S, et al. Simple Models of Light Pollution in Indonesia Using VIIRS Data[J]. International Journal of Environmental Impacts, 2025, 8(2): 269-275. https://doi.org/10.18280/ijei.080207