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Assessing Climate Change Impacts on Wind Energy...
Journal article

Assessing Climate Change Impacts on Wind Energy Resources over China Based on CMIP6 Multimodel Ensemble

Abstract

Assessing how wind energy potential will change in the context of global warming is fundamental to local energy development and planning. Twenty-two CMIP6 GCM outputs under three emission scenarios (SSP1-2.6, SSP2-4.5, and SSP5-8.5) are fed into the convolutional neural networks based on efficient channel attention (ECA-Net) to generate wind energy density projections. This study demonstrates that the ECA-Net model can accurately capture the …

Authors

Zhao X; Huang G; Lu C; Li Y; Tian C

Journal

Environmental Science & Technology Letters, Vol. 11, No. 2, pp. 95–100

Publisher

American Chemical Society (ACS)

Publication Date

February 13, 2024

DOI

10.1021/acs.estlett.3c00829

ISSN

2328-8930