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Updated: Nov 16, 2025

Using Generative Art to Convey Past and Future Climate Transitions
Published on: March 31, 2023
Global 1-km present and future hourly anthropogenic heat flux
Alvin Christopher Galang Varquez1, Shota Kiyomoto2, Do Ngoc Khanh2
1Department of Transdisciplinary Science and Engineering, Tokyo Institute of Technology, Tokyo, Japan. varquez.a.aa@m.titech.ac.jp.
Abstract:
Numerical weather prediction models are progressively used to downscale future climate in cities at increasing spatial resolutions. Boundary conditions representing rapidly growing urban areas are imperative to more plausible future predictions. In this work, 1-km global anthropogenic heat emission (AHE) datasets of the present and future are constructed. To improve present AHE maps, 30 arc-second VIIRS satellite imagery outputs such as nighttime lights and night-fires were incorporated along with the LandScanTM population dataset. A futuristic scenario of AHE was also developed while considering pathways of radiative forcing (i.e. representative concentration pathways), pathways of social conditions (i.e. shared socio-economic pathways), a 1-km future urbanization probability map, and a model to estimate changes in population distribution. The new dataset highlights two distinct features; (1) a more spatially-heterogeneous representation of AHE is captured compared with other recent datasets, and (2) consideration of future urban sprawls and climate change in futuristic AHE maps. Significant increases in projected AHE for multiple cities under a worst-case scenario strengthen the need for further assessment of futuristic AHE.
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