『Abstract
Topographic factors affect nitrogen cycling in forest soils,
including nitrous oxide (N2O) emissions,
which contribute to the greenhouse effect. We measured the N2O flux at 14 chambers placed along a 65-m transect
on a slope for 1 year at 2- to 3-week intervals. We applied a
hierarchical Bayesian model with a conditional autoregressive
(CAR) model to assess the spatiotemporal N2O
flux along a slope and quantify the effects of environmental factors
on N2O emissions. N2O
fluxes at chambers located at lower positions along the slope
were relatively greater than those at higher positions. During
the non-soil-freezing period, N2O fluxes
fluctuated seasonally depending on soil temperature. The soil
temperature dependency of N2O fluxes at each
chamber increased with descending slope position (the median of
the Q10 equivalent simulated from posterior
distribution ranged from 1.18 to 3.64). According to the Bayesian
hierarchical model, this trend could be partially explained by
the C/N ratio at each chamber position. During the soil-freezing
period, relatively high N2O fluxes were observed
at lower positions along the slope.
Keywords: Bayesian hierarchical model; Conditional autoregressive
(CAR); N cycle; Spatiotemporal N2O flux;
Topographic factor』
Introduction
Materials and methods
Site description
N2O flux measurement
Soil temperature and soil moisture measurements
Statistics
Results
Soil temperature and WFPS during the measurement period
N2O flux
Relationship between N2O flux and soil temperature
or WFPS
Model parameters and evaluation
Discussion
Spatiotemporal variation in N2O flux
during the nonfreezing period
N2O flux during the soil freezing period
Conclusions
Acknowledgments
References