Long-term afforestation efforts increase bird species diversity in Beijing, China

•Long-term afforestation efforts can ameliorate environmental quality and improve regional biodiversity.•Bird species diversity in Beijing fluctuated in the recent three decades, due to climate changes and human activities.•Proper management of forest construction can help to conserve urban biodiversity in facing of rapid urbanization.