Impacts of urban forests and landscape characteristics on land surface temperature in two urban agglomeration areas of China

•An IEU-Net model and high-resolution images are reliable for urban forest mapping.•Afforestation and deforestation exerted a net cooling and warming.•Two landscape-type conversions displayed greater cooling and weaker warming.•A robust and accurate land surface temperature feedback framework was proposed.