Research on a general prediction model for CERN ecological observational time series data based on Transformer

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- Research on a general prediction model for CERN ecological observational time series data based on Transformer
- BIG DATA RESEARCH Pages: 1-19(2026)
- 作者机构：
  
  1.中国科学院地理科学与资源研究所生态系统网络观测与模拟重点实验室，北京 100101
  2.中国科学院自动化研究所，北京 100190
  3.国家生态科学数据中心，北京 100101
  4.中国科学院大学资源与环境学院，北京 100190
- 作者简介：
- 基金信息：
  
  TThe National Key Research and Development Program of China(2022YFF1300100)
- DOI：10.11959/j.issn.2096-0271.2026046
  CLC： Q149;TP183
- Received：04 January 2026，
  
  Online First：08 April 2026，
- 稿件说明：
移动端阅览
郭学兵,程翔,唐新斋等.基于Transformer的CERN生态观测时序数据通用预测模型研究[J].大数据,

Guo Xuebing,Cheng Xiang,Tang Xinzhai,et al.Research on a general prediction model for CERN ecological observational time series data based on Transformer[J].BIG DATA RESEARCH,
郭学兵,程翔,唐新斋等.基于Transformer的CERN生态观测时序数据通用预测模型研究[J].大数据, DOI：10.11959/j.issn.2096-0271.2026046.

Guo Xuebing,Cheng Xiang,Tang Xinzhai,et al.Research on a general prediction model for CERN ecological observational time series data based on Transformer[J].BIG DATA RESEARCH, DOI：10.11959/j.issn.2096-0271.2026046.

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