Analyzing the Sources and Variations of Nighttime Lights in Hong Kong from VIIRS Monthly Data

The long-term monitoring of nighttime lights is essential for understanding sources of light pollution. Nighttime lights observed in space are affected by atmospheric conditions as they transmit from the Earth surface through clouds and aerosols to the top of the atmosphere. In this study, based on the monthly cloud-free VIIRS/DNB products, we analyzed the long-term nighttime lights in Hong Kong (2012–2020). We found that the monthly variations in nighttime lights were large, especially in bright regions. The 12-month average of nighttime lights ranged from 13.0 to 18.9 nWcm−2sr−1. Public transportation facilities, such as port facilities and the airport, were the brightest, twice as bright as other urban areas. Public residential areas were slightly brighter than private ones. These urban areas were at least four times brighter than undeveloped regions, showing a significant alteration in light at night due to artificial facilities. Further, we used an unsupervised clustering method to identify specific patterns. While nighttime lights were stable in most regions, increasing trends were found at construction sites of a new artificial island and the airport expansion. Abnormal patterns, such as wildfires, were also recognized. We found that the background nighttime lights were brighter in wet months (e.g., April) and dimmer in dry months (e.g., January). The amount of water in the atmosphere affects nighttime light scattering, with a linear correlation (R = 0.68) between humidity and the occurrence of bright nighttime lights each month. The diverse sources and variations in nighttime lights call for continuous monitoring and advanced analytical methods to better understand their environmental and societal impacts.

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Publication Details

Journal
Remote Sensing
Published
2025-04-17
DOI
https://doi.org/10.3390/rs17081447
Citations
7
Primary Topic
Impact of Light on Environment and Health
Type
article
Field-Weighted Citation Impact
7.74
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article

Analyzing the Sources and Variations of Nighttime Lights in Hong Kong from VIIRS Monthly Data

Shengjie Liu, Chu Wing So, C. S. J. Pun
7 citations
Remote Sensing
Impact of Light on Environment and Health
7.74
article

Analyzing the Sources and Variations of Nighttime Lights in Hong Kong from VIIRS Monthly Data

Shengjie Liu, Chu Wing So, C. S. J. Pun
article en
7 citations

Abstract

The long-term monitoring of nighttime lights is essential for understanding sources of light pollution. Nighttime lights observed in space are affected by atmospheric conditions as they transmit from the Earth surface through clouds and aerosols to the top of the atmosphere. In this study, based on the monthly cloud-free VIIRS/DNB products, we analyzed the long-term nighttime lights in Hong Kong (2012–2020). We found that the monthly variations in nighttime lights were large, especially in bright regions. The 12-month average of nighttime lights ranged from 13.0 to 18.9 nWcm−2sr−1. Public transportation facilities, such as port facilities and the airport, were the brightest, twice as bright as other urban areas. Public residential areas were slightly brighter than private ones. These urban areas were at least four times brighter than undeveloped regions, showing a significant alteration in light at night due to artificial facilities. Further, we used an unsupervised clustering method to identify specific patterns. While nighttime lights were stable in most regions, increasing trends were found at construction sites of a new artificial island and the airport expansion. Abnormal patterns, such as wildfires, were also recognized. We found that the background nighttime lights were brighter in wet months (e.g., April) and dimmer in dry months (e.g., January). The amount of water in the atmosphere affects nighttime light scattering, with a linear correlation (R = 0.68) between humidity and the occurrence of bright nighttime lights each month. The diverse sources and variations in nighttime lights call for continuous monitoring and advanced analytical methods to better understand their environmental and societal impacts.

Remote SensingVol. 17(8)
University of Southern California (US), University of Hong Kong (HK)
Openalex Percentile: Top 2%
Impact of Light on Environment and Health
7.74
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Analyzing the Sources and Variations of Nighttime Lights in Hong Kong from VIIRS Monthly Data — Shengjie Liu, Chu Wing So, et al. · Remote Sensing (2025) | TGRS Research Map | TGRS