Relative importance of climatic variables, soil properties and plant traits to spatial variability in net CO2 exchange across global forests and grasslands
文献类型:期刊论文
作者 | Zhou, Huimin1; Shao, Junjiong1; Liu, Huiying1; Du, Zhenggang1; Zhou, Lingyan1; Liu, Ruiqiang1; Bernhofer, Christian2; Gruenwald, Thomas2; Dusek, Jiri3; Montagnani, Leonardo4,5 |
刊名 | AGRICULTURAL AND FOREST METEOROLOGY
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出版日期 | 2021-09-15 |
卷号 | 307页码:16 |
关键词 | Carbon Climatic variables Net ecosystem exchange Plant traits Soil properties Spatial variability |
ISSN号 | 0168-1923 |
DOI | 10.1016/j.agrformet.2021.108506 |
通讯作者 | Shao, Junjiong(jjshao@des.ecnu.edu.cn) ; Zhou, Xuhui(xhzhou@des.ecnu.edu.cn) |
英文摘要 | Compared to the well-known drivers of spatial variability in gross primary productivity (GPP), the relative importance of climatic variables, soil properties and plant traits to the spatial variability in net ecosystem exchange of CO2 between terrestrial ecosystem and atmosphere (NEE) is poorly understood. We used principal component regression to analyze data from 147 eddy flux sites to disentangle effects of climatic variables, soil properties and plant traits on the spatial variation in annual NEE and its components (GPP and ecosystem respiration (RE)) across global forests and grasslands. Our results showed that the largest unique contribution (proportion of variance only explained by one class of variables) to NEE variance came from climatic variables for forests (24%-30%) and soil properties for grasslands (41%-54%). Specifically, mean annual precipitation and potential evapotranspiration were the most important climatic variables driving forest NEE, whereas available soil water capacity, clay content and cation exchange capacity mainly influenced grassland NEE. Plant traits showed a small unique contribution to NEE in both forests and grasslands. However, leaf phosphorus content strongly interacted with soil total nitrogen density and clay content, and these combined factors represented a major contribution for grassland NEE. For GPP and RE, the majority of spatial variance was attributed to the common contribution of climate, soil and plant traits (50% - 62%, proportion of variance explained by more than one class of variables), rather than their unique contributions. Interestingly, those factors with only minor influences on GPP and RE variability (e.g., soil properties) have significant contributions to the spatial variability in NEE. Such emerging factors and the interactions between climatic variables, soil properties and plant traits are not well represented in current terrestrial biosphere models, which should be considered in future model improvement to accurately predict the spatial pattern of carbon cycling across forests and grasslands globally. |
WOS关键词 | CARBON BALANCE ; ORGANIC-MATTER ; INTERANNUAL VARIABILITY ; TEMPERATURE SENSITIVITY ; NUTRIENT AVAILABILITY ; LITTER DECOMPOSITION ; ECOSYSTEM EXCHANGE ; LAND-SURFACE ; LEAF-AREA ; RESPIRATION |
资助项目 | National Natural Science Foundation of China[31930072] ; National Natural Science Foundation of China[32071593] ; National Natural Science Foundation of China[31600352] ; National Natural Science Foundation of China[31600387] ; National Natural Science Foundation of China[32001135] ; Shanghai Sailing Program[19YF1413200] ; Program for Professor of Special Appointment (Eastern Scholar) at Shanghai Institutions of Higher Learning, Thousand Young Talents Program in China ; East China Normal University ; TRY initiative on plant traits ; DIVERSITAS/Future Earth ; German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig ; Swiss National Science Foundation[20FI20_173691] ; Swedish National Space Board (SNSB)[Dnr 95/16] ; U.S. Department of Energy's Office of Science ; Ministry of Education, Youth and Sports of CR within the CzeCOS program[LM2018123] |
WOS研究方向 | Agriculture ; Forestry ; Meteorology & Atmospheric Sciences |
语种 | 英语 |
WOS记录号 | WOS:000682515100024 |
出版者 | ELSEVIER |
资助机构 | National Natural Science Foundation of China ; Shanghai Sailing Program ; Program for Professor of Special Appointment (Eastern Scholar) at Shanghai Institutions of Higher Learning, Thousand Young Talents Program in China ; East China Normal University ; TRY initiative on plant traits ; DIVERSITAS/Future Earth ; German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig ; Swiss National Science Foundation ; Swedish National Space Board (SNSB) ; U.S. Department of Energy's Office of Science ; Ministry of Education, Youth and Sports of CR within the CzeCOS program |
源URL | [http://ir.igsnrr.ac.cn/handle/311030/164677] ![]() |
专题 | 中国科学院地理科学与资源研究所 |
通讯作者 | Shao, Junjiong; Zhou, Xuhui |
作者单位 | 1.East China Normal Univ, Ctr Global Change & Ecol Forecasting, Sch Ecol & Environm Sci, Shanghai Key Lab Urban Ecol Proc & Ecorestorat,Ti, Shanghai 200241, Peoples R China 2.Tech Univ Dresden, Fac Environm Sci, Inst Hydrol & Meteorol, D-01062 Dresden, Germany 3.Acad Sci Czech Republ, Global Change Res Inst, Belidla 986-4a, Brno, Czech Republic 4.Free Univ Bolzano, Fac Sci & Technol, Bolzano, Italy 5.Forest Serv, Bolzano, Italy 6.Lund Univ, Dept Phys Geog & Ecosyst Sci, Solvegatan 12, SE-22362 Lund, Sweden 7.Univ Copenhagen, Dept Geosci & Nat Resource Management, Oster Voldgade 10, DK-1350 Copenhagen, Denmark 8.Univ British Columbia, Fac Land & Food Syst, 2357 Main Mall, Vancouver, BC V6T 1Z4, Canada 9.Univ Queensland, Sch Earth & Environm Sci, Brisbane, Qld, Australia 10.CSIRO, Land & Water, Brisbane, Qld, Australia |
推荐引用方式 GB/T 7714 | Zhou, Huimin,Shao, Junjiong,Liu, Huiying,et al. Relative importance of climatic variables, soil properties and plant traits to spatial variability in net CO2 exchange across global forests and grasslands[J]. AGRICULTURAL AND FOREST METEOROLOGY,2021,307:16. |
APA | Zhou, Huimin.,Shao, Junjiong.,Liu, Huiying.,Du, Zhenggang.,Zhou, Lingyan.,...&Zhou, Xuhui.(2021).Relative importance of climatic variables, soil properties and plant traits to spatial variability in net CO2 exchange across global forests and grasslands.AGRICULTURAL AND FOREST METEOROLOGY,307,16. |
MLA | Zhou, Huimin,et al."Relative importance of climatic variables, soil properties and plant traits to spatial variability in net CO2 exchange across global forests and grasslands".AGRICULTURAL AND FOREST METEOROLOGY 307(2021):16. |
入库方式: OAI收割
来源:地理科学与资源研究所
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