Estimating the nitrous oxide emission rate from the soil surface by means of a diffusion model

被引:26
作者
Pedersen, AR
机构
[1] Department of Biostatistics, University of Aarhus, Vennelyst Boulevard 6
关键词
diffusion; discrete observations; emission rate; martingale estimating function; nitrous oxide; repeated measurements; stochastic differential equation; stochastic model; trace gas;
D O I
10.1111/1467-9469.00196
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Soil cover methods are probably the most widely used methods for measuring the nitrous oxide emission rate from the soil surface. The methodology involves estimation of the emission rate from repeated measurements of the nitrous oxide concentration beneath a soil cover. Based on a deterministic model proposed by Hutchinson & Mosier (1981) we propose to use a diffusion process as a stochastic model for the evolution of the nitrous oxide concentrations beneath a soil cover. From this model we derive methods for statistical inference about the emission rate that significantly extend the method proposed by Hutchinson & Mosier (1981). In particular, the derived methods provide solutions to important problems with the method proposed by Hutchinson & Mosier (1981).
引用
收藏
页码:385 / 403
页数:19
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