New insights into the role of microbial community composition in driving soil respiration rates

被引:165
作者
Liu, Yu-Rong [1 ]
Delgado-Baquerizo, Manuel [2 ,3 ]
Wang, Jun-Tao [1 ]
Hu, Hang-Wei [4 ]
Yang, Ziming [5 ]
He, Ji-Zheng [1 ,4 ]
机构
[1] Chinese Acad Sci, Res Ctr Ecoenvironm Sci, State Key Lab Urban & Reg Ecol, Beijing 100085, Peoples R China
[2] Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
[3] Western Sydney Univ, Hawkesbury Inst Environm, Penrith, NSW 2751, Australia
[4] Univ Melbourne, Fac Vet & Agr Sci, Parkville, Vic 3010, Australia
[5] Oakland Univ, Dept Chem, Rochester, MI 48309 USA
基金
中国国家自然科学基金;
关键词
Bacteria; Fungi; Carbon cycling; Ecosystem processes; Microbial community; Global change; TERM CHEMICAL FERTILIZATION; BIOCRUST-FORMING LICHENS; ORGANIC-MATTER; CARBON; DIVERSITY; CLIMATE; FUNGAL; CYCLE; PRECIPITATION; PROJECTIONS;
D O I
10.1016/j.soilbio.2017.12.003
中图分类号
S15 [土壤学];
学科分类号
0903 ; 090301 ;
摘要
Microbial community plays critical roles in driving soil carbon (C) cycling in terrestrial ecosystems. However, we lack empirical evidence to demonstrate the role of microbial community in driving soil respiration - a key ecosystem process for global sustainability and climate regulation. Here, we used a long-term field experiment including multiple management practices, to identify, via statistical modeling, the role of microbial community composition in influencing soil respiration. We analyzed major soil properties and microbial (both bacterial and fungal) abundance, diversity and community composition. We found that different management regimes led to different soil respiration rates. Most importantly, microbial community composition explained a unique portion of the variation in soil respiration, which cannot be accounted for by key respiration drivers such as soil properties and other microbial attributes (richness and total abundance). Microbial biomass and fungal richness were also identified as key drivers of soil respiration. Our results indicate that inclusions of microbial compositional data in Earth system models can be potentially used to improve our capacity to predict changes in soil C balance under changing environments.
引用
收藏
页码:35 / 41
页数:7
相关论文
共 55 条
[1]   Soil-carbon response to warming dependent on microbial physiology [J].
Allison, Steven D. ;
Wallenstein, Matthew D. ;
Bradford, Mark A. .
NATURE GEOSCIENCE, 2010, 3 (05) :336-340
[2]  
Archer E, 2016, RFPERMUTE ESTIMATE
[3]   Water pulses and biogeochemical cycles in arid and semiarid ecosystems [J].
Austin, AT ;
Yahdjian, L ;
Stark, JM ;
Belnap, J ;
Porporato, A ;
Norton, U ;
Ravetta, DA ;
Schaeffer, SM .
OECOLOGIA, 2004, 141 (02) :221-235
[4]   Impact of wheat straw decomposition on successional patterns of soil microbial community structure [J].
Bastian, Fabiola ;
Bouziri, Lamia ;
Nicolardot, Bernard ;
Ranjard, Lionel .
SOIL BIOLOGY & BIOCHEMISTRY, 2009, 41 (02) :262-275
[5]   Random forests [J].
Breiman, L .
MACHINE LEARNING, 2001, 45 (01) :5-32
[6]  
Burnham K. P., 2003, MODEL SELECTION MULT, DOI DOI 10.1016/J.ECOLMODEL.2003.11.004
[7]   Supply-side controls on soil respiration among Oregon forests [J].
Campbell, JL ;
Sun, OJ ;
Law, BE .
GLOBAL CHANGE BIOLOGY, 2004, 10 (11) :1857-1869
[8]   Response of the Soil Microbial Community to Changes in Precipitation in a Semiarid Ecosystem [J].
Cregger, Melissa A. ;
Schadt, Christopher W. ;
McDowell, Nate G. ;
Pockman, William T. ;
Classen, Aimee T. .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2012, 78 (24) :8587-8594
[9]   Living in a fungal world: impact of fungi on soil bacterial niche development [J].
de Boer, W ;
Folman, LB ;
Summerbell, RC ;
Boddy, L .
FEMS MICROBIOLOGY REVIEWS, 2005, 29 (04) :795-811
[10]   Microbial diversity drives multifunctionality in terrestrial ecosystems [J].
Delgado-Baquerizo, Manuel ;
Maestre, Fernando T. ;
Reich, Peter B. ;
Jeffries, Thomas C. ;
Gaitan, Juan J. ;
Encinar, Daniel ;
Berdugo, Miguel ;
Campbell, Colin D. ;
Singh, Brajesh K. .
NATURE COMMUNICATIONS, 2016, 7