在线客服: 点击这里给我发消息  新用户使用步骤:会员注册→充值→重新登入→进入资源
标题:Modeling temporal patterns of methane effluxes using multiple regression and random forest in Poyang Lake, China
时间:2019-07-12 13:21:57
DOI:10.1007/s11273-017-9558-7
作者:Lixiang Liu;Ming Xu;Renqiang Li
出版源: 《Wetlands Ecology & Management》 ,2017 ,26 (D12) :1-15
摘要:Modeling temporal patterns of methane effluxes using multiple regression and random forest in Poyang Lake, ChinaIn this study, we used two statistical models to predict daily CH4 effluxes and compared the prediction accuracy of two models in Poyang Lake. Statistical models included linear model and Random fores...
大小:935 kb
页数:16 PAGES
下载: 点击下载
预览:

浏览器不支持嵌入PDF阅读,打开新页面在线阅读

目录:
  • Modeling temporal patterns of methane effluxes using multiple regression and random forest in Poyang Lake, China
    • Abstract
    • Introduction
    • Method
      • Study site
      • Measurements of CH4 efflux and climatic factors
      • Model development
      • Linear model
      • Random forest model
      • Model validation
      • Statistical analysis
    • Result
      • Model development
      • Model comparison
        • The optimum model performance for two model types
        • Model validation
        • Model application
    • Discussion
      • Model performance
      • Comparison with previous CH4 efflux
      • Variable importance
    • Conclusion
    • Acknowledgements
    • References

本页内容由网络收集而来,版权归原创者所有,如有侵权请及时联系