Advanced long-term bird banding and climate data mining in spring confirm passerine population declines for the Northeast Chinese-Russian flyway
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- 作者：Shengwu Jiaoa ; qustjsw@163.com" class="auth_mail" title="E-mail the corresponding author ; Falk Huettmannb ; 1 ; fhuettmann@alaska.edu" class="auth_mail" title="E-mail the corresponding author ; Yumin Guoc ; guoyumin@bjfu.edu.cn" class="auth_mail" title="E-mail the corresponding author ; Xianda Lid ; njgflxd@126.com" class="auth_mail" title="E-mail the corresponding author ; Yanlan Ouyange ; ouyang717@126.com" class="auth_mail" title="E-mail the corresponding author
- 关键词：Mist netting ; Songbirds ; Northeast Chinese Russian flyway ; Climate change ; Machine learning ; Asian wintering grounds ; Data cloning
- 刊名：Global and Planetary Change
- 出版年：2016
- 出版时间：September 2016
- 年：2016
- 卷：144
- 期：Complete
- 页码：17-33
- 全文大小：3055 K
文摘
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Great and unique research involving an international China-US cooperation
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New long-term field data
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An exciting analysis method for complex climate data using a block design (called ‘data cloning’)
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Based on TreeNet (boosted and regression trees; machine learning)
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Quantified massive declines for many songbirds in Asia