Estimating wetland methane emissions from the northern high latitudes from 1990 to 2009 using arti fi cial neural networks

@inproceedings{Zhu2013EstimatingWM,
  title={Estimating wetland methane emissions from the northern high latitudes from 1990 to 2009 using arti fi cial neural networks},
  author={Xudong Zhu and Qianlai Zhuang and Zhangcai Qin and Mikhail Vladimirovich Glagolev and Lulu Song},
  year={2013}
}
[1] Methane (CH4) emissions from wetland ecosystems in nothern high latitudes provide a potentially positive feedback to global climate warming. Large uncertainties still remain in estimating wetland CH4 emisions at regional scales. Here we develop a statistical model of CH4 emissions using an artificial neural network (ANN) approach and field observations of CH4 fluxes. Six explanatory variables (air temperature, precipitation, water table depth, soil organic carbon, soil total porosity, and… CONTINUE READING
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