AUTHOR=Qin Zhenkai , Wei Baozhong , Gao Caifeng , Chen Xiaolong , Zhang Hongfeng , In Wong Cora Un TITLE=SFDformer: a frequency-based sparse decomposition transformer for air pollution time series prediction JOURNAL=Frontiers in Environmental Science VOLUME=13 YEAR=2025 URL=https://www.frontiersin.org/journals/environmental-science/articles/10.3389/fenvs.2025.1549209 DOI=10.3389/fenvs.2025.1549209 ISSN=2296-665X