Arid
DOI10.1007/s00468-016-1490-6
A climate-sensitive aboveground biomass model for three larch species in northeastern and northern China
Fu, Liyong1,2; Sun, Wei3; Wang, Guangxing4
通讯作者Wang, Guangxing
来源期刊TREES-STRUCTURE AND FUNCTION
ISSN0931-1890
EISSN1432-2285
出版年2017
卷号31期号:2页码:557-573
英文摘要

As native species and being widely distributed in northeastern and northern China, larch forests play a pivotal role in maintaining forest ecosystem functions and mitigation of carbon concentration at the atmosphere. However, the spatial sensitivity of growing and aboveground biomass (AGB) of larch species to climate change is not known. In this study, a climate-sensitive AGB model was developed by combining nonlinear mixed-effects modeling and a dummy variable approach to account for the spatial sensitivity of AGB of three larch species including Dahurian larch (Larix gmelinii (Rupr.) Kuzen.), Korean larch (Larix olgensis Henry.) and Prince Rupprecht larch (Larix principis rupprechtii Mayr.) to climate change in northeastern and northern China. We examined the AGB values of 256 larch trees growing in five secondary climate zones: mid-temperature humid climatic zone, mid-temperature sub-humid climatic zone, mid-temperature semi-arid climatic zone, cool temperature humid climatic zone and warm temperature sub-humid climatic zone in northeastern and northern China. The results showed that the long-term averages of growing season temperature and total growing season precipitation, and the mean temperature and precipitation of wettest quarter, had significant (alpha = 0.05) effects on AGB. The prediction accuracy of the developed model was much higher than that of themodel at the population average level and its base model. Excessive rain and high mean temperature during the growing season increased the AGB values of larch trees, while abundant precipitation and high mean temperature in the wettest quarter led to the decrease of AGB. The AGB of the larch species from the mid-temperature semi-arid climatic zone had the greatest values, which indicated that climate conditions were more favorable in this zone than in the other four secondary climate zones. It is expected that the findings from this study can be combined with the knowledge of adaptive management to reduce the risks and uncertainties associated with forest management decisions.


英文关键词Larch species Climate-sensitive aboveground biomass model Nonlinear mixed-effects model Dummy variable approach Climate change
类型Article
语种英语
国家Peoples R China ; USA
收录类别SCI-E
WOS记录号WOS:000398106900016
WOS关键词DIAMETER GROWTH-MODEL ; PINE PINUS-MASSONIANA ; AREA INCREMENT MODEL ; MIXED EFFECTS MODELS ; CROWN WIDTH MODELS ; NORWAY SPRUCE ; SLASH PINE ; ALLOMETRIC EQUATIONS ; DIFFERENT SCALES ; TREE
WOS类目Forestry
WOS研究方向Forestry
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/202719
作者单位1.Chinese Acad Forestry, Res Inst Forest Resource Informat Tech, Beijing 100091, Peoples R China;
2.Penn State Univ, Ctr Stat Genet, Loc T3436,Mailcode CH69,500 Univ Dr, Hershey, PA 17033 USA;
3.Xinjiang Agr Univ, Coll Comp & Informat Engn, Xinjiang 830052, Peoples R China;
4.Southern Illinois Univ Carbondale, Dept Geog & Environm Resources, Carbondale, IL 62901 USA
推荐引用方式
GB/T 7714
Fu, Liyong,Sun, Wei,Wang, Guangxing. A climate-sensitive aboveground biomass model for three larch species in northeastern and northern China[J],2017,31(2):557-573.
APA Fu, Liyong,Sun, Wei,&Wang, Guangxing.(2017).A climate-sensitive aboveground biomass model for three larch species in northeastern and northern China.TREES-STRUCTURE AND FUNCTION,31(2),557-573.
MLA Fu, Liyong,et al."A climate-sensitive aboveground biomass model for three larch species in northeastern and northern China".TREES-STRUCTURE AND FUNCTION 31.2(2017):557-573.
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