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Shi-Yao Qiu

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Open access Sep 2026

An Adaptive Gradient GWR Model for China's Building Carbon Emissions

Accurately quantifying nonstationary correlations between geographic variables underpins spatial process analysis, yet traditional geographically weighted regression (GWR) with isotropic neighborhoods cannot depict complex anisotropic spatial patterns. This study develops an adaptive gradient geographically weighted re...

Jin-Mu Zhang, Shi-Yao Qiu, Jin-Biao Yan et al. · 0 citations

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