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stat.AP2025
Quantile-based causal inference for spatio-temporal processes: Assessing the impacts of wildfires on US air quality
Zipei Geng, Jordan Richards, Raphael Huser +1
Wildfires pose an increasingly severe threat to air quality, yet quantifying their causal impact remains challenging due to unmeasured meteorological and geographic confounders. Mo…
stat.AP2024
Online stochastic generators using Slepian bases for regional bivariate wind speed ensembles from ERA5
Yan Song, Zubair Khalid, Marc G. Genton
Reanalysis data, such as ERA5, provide a comprehensive and detailed representation of the Earth's system by assimilating observations into climate models. While crucial for climate…
stat.AP2024
Efficient stochastic generators with spherical harmonic transformation for high-resolution global climate simulations from CESM2-LENS2
Yan Song, Zubair Khalid, Marc G. Genton
Earth system models (ESMs) are fundamental for understanding Earth's complex climate system. However, the computational demands and storage requirements of ESM simulations limit th…