GSTDTAP  > 资源环境科学
DOI10.1029/2020WR027264
Bayesian hierarchical modeling of nitrate concentration in a forest stream affected by large‐scale forest dieback
Hoseung Jung; Cornelius Senf; Burkhard Beudert; Tobias Krueger
2021-01-16
发表期刊Water Resources Research
出版年2021
英文摘要

The ecosystem function of vegetation to attenuate export of nutrients is of substantial importance for securing water quality. This ecosystem function is at risk of deterioration due to an increasing risk of large‐scale forest dieback under climate change. The present study explores the response of the nitrogen (N) cycle of a forest catchment in the Bavarian Forest National Park, Germany, in the face of a severe bark beetle (Ips typographus Linnaeus) outbreak and resulting large‐scale forest dieback using top‐down statistical‐mechanistic modeling. Outbreaks of bark beetle killed the dominant tree species Norway spruce (Picea abies (L.) H.Karst.) in stands accounting for 55% of the catchment area. A Bayesian hierarchical model that predicts daily stream NO3 concentration (C) over three decades with discharge (Q) and temperature (T) (C‐Q‐T relationship) outperformed alternative statistical models. A catchment model was subsequently developed to explain the C‐Q‐T relationship in top‐down fashion. Annually‐varying parameter estimates provide mechanistic interpretations of the catchment processes. Release of NO3 from decaying litter after the dieback was tracked by an increase of the nutrient input parameter cs0. The slope of C‐T relation was near zero during this period, suggesting that the nutrient release was beyond the regulating capacity of the vegetation and soils. Within a decade after the dieback, the released N was flushed out and nutrient retention capacity was restored with the regrowth of the vegetation.

This article is protected by copyright. All rights reserved.

领域资源环境
URL查看原文
引用统计
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/311334
专题资源环境科学
推荐引用方式
GB/T 7714
Hoseung Jung,Cornelius Senf,Burkhard Beudert,等. Bayesian hierarchical modeling of nitrate concentration in a forest stream affected by large‐scale forest dieback[J]. Water Resources Research,2021.
APA Hoseung Jung,Cornelius Senf,Burkhard Beudert,&Tobias Krueger.(2021).Bayesian hierarchical modeling of nitrate concentration in a forest stream affected by large‐scale forest dieback.Water Resources Research.
MLA Hoseung Jung,et al."Bayesian hierarchical modeling of nitrate concentration in a forest stream affected by large‐scale forest dieback".Water Resources Research (2021).
条目包含的文件
条目无相关文件。
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Hoseung Jung]的文章
[Cornelius Senf]的文章
[Burkhard Beudert]的文章
百度学术
百度学术中相似的文章
[Hoseung Jung]的文章
[Cornelius Senf]的文章
[Burkhard Beudert]的文章
必应学术
必应学术中相似的文章
[Hoseung Jung]的文章
[Cornelius Senf]的文章
[Burkhard Beudert]的文章
相关权益政策
暂无数据
收藏/分享
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。