Heatwave increases nighttime light intensity in hyperdense cities of the Global South: A double machine learning study.
Year: 2025
Type: article
Abstract: Heatwaves, intensified by climate change and rapid urbanization, pose significant threats to urban systems, particularly in the Global South, where adaptive capacity is constrained. This study investigates the relationship between heatwaves and nighttime light (NTL) radiance, a proxy of nighttime economic activity, in four hyperdense cities: Delhi, Guangzhou, Cairo, and São Paulo. We hypothesized that heatwaves increase nighttime activity. Using a double machine learning framework, we analyzed data from 2013 to 2019 to quantify the impact of heatwaves on NTL while controlling for local climatic confounders. The results show a statistically significant increase in NTL radiance for Guangzhou, Cairo and São Paulo when a heatwave event lasts atleast two days, indicating a rise in nighttime activities. However, when we extend the definition of the heatwave beyond the two-day threshold, such an increase in the NTL values is reduced. We derive insights to improve resilience to the nighttime effects of heatwaves in urban areas.
Source: Apollo (University of Cambridge)
DOI: 10.17863/cam.121289
Authors: Debnath, Ramit, Chandel, Taran, Han, Fengyuan, Bardhan, Ronita
Language: English
Subfield: Global and Planetary Change
Field: Environmental Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7081567218
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