Multiple abiotic and biotic pathways shape biomass demographic processes in temperate forests

Abstract Forests play a key role in regulating the global carbon cycle, and yet the abiotic and biotic conditions that drive the demographic processes that underpin forest carbon dynamics remain poorly understood in natural ecosystems. To address this knowledge gap, we used repeat forest inventory data from 92,285 trees across four large permanent plots (4–25 ha in size) in temperate mixed forests in northeast China to ask the following questions: (1) How do soil conditions and stand age drive biomass demographic processes? (2) How do vegetation quality (i.e., functional trait diversity and composition) and quantity (i.e., initial biomass stocks) influence biomass demographic processes independently from soil conditions and stand age? (3) What is the relative contribution of growth, recruitment, and mortality to net biomass change? Using structural equation modeling, we showed that all three demographic processes were jointly constrained by multiple abiotic and biotic factors and that mortality was the strongest determinant on net biomass change over time. Growth and mortality, as well as functional trait diversity and the community‐weighted mean of specific leaf area (CWMSLA), declined with stand age. By contrast, high soil phosphorous concentrations were associated with greater functional diversity and faster dynamics (i.e., high growth and mortality rates), but associated with lower CWMSLA and initial biomass stock. More functionally diverse communities also had higher recruitment rates, but did not exhibit faster growth and mortality. Instead, initial biomass stocks and CWMSLA were stronger predictors of biomass growth and mortality, respectively. By integrating the full spectrum of abiotic and biotic drivers of forest biomass dynamics, our study provides critical system‐level insights needed to predict the possible consequences of regional changes in forest diversity, composition, structure and function in the context of global change.

[1]  Hydraulic limitations in dominant trees as a contributing mechanism to the age-related growth decline of boreal forest stands , 2018, Forest Ecology and Management.

[2]  Yadvinder Malhi,et al.  Drivers and mechanisms of tree mortality in moist tropical forests. , 2018, The New phytologist.

[3]  R. Freckleton,et al.  Abiotic and biotic determinants of coarse woody productivity in temperate mixed forests. , 2018, The Science of the total environment.

[4]  N. Swenson,et al.  Why Functional Traits Do Not Predict Tree Demographic Rates. , 2018, Trends in ecology & evolution.

[5]  Liza S. Comita,et al.  Above‐ground biomass is driven by mass‐ratio effects and stand structural attributes in a temperate deciduous forest , 2018 .

[6]  J. Zimmerman,et al.  Biodiversity and climate determine the functioning of neotropical forests. , 2017 .

[7]  A. Lehtonen,et al.  Climate‐ and successional‐related changes in functional composition of European forests are strongly driven by tree mortality , 2017, Global change biology.

[8]  L. Poorter,et al.  Abiotic and biotic drivers of biomass change in a Neotropical forest , 2017 .

[9]  J. Kattge,et al.  Testing the environmental filtering concept in global drylands , 2017, The Journal of ecology.

[10]  Arshad Ali,et al.  Community-weighted mean of leaf traits and divergence of wood traits predict aboveground biomass in secondary subtropical forests. , 2017, The Science of the total environment.

[11]  Filippo Bussotti,et al.  Positive biodiversity-productivity relationship predominant in global forests , 2016, Science.

[12]  M. Loreau,et al.  Multiple metrics of diversity have different effects on temperate forest functioning over succession , 2016, Oecologia.

[13]  YiChing Lin,et al.  Functional composition drives ecosystem function through multiple mechanisms in a broadleaved subtropical forest , 2016, Oecologia.

[14]  A. Lehtonen,et al.  Functional diversity underlies demographic responses to environmental variation in European forests , 2016 .

[15]  L. Poorter,et al.  Old‐growth Neotropical forests are shifting in species and trait composition , 2016 .

[16]  J. Bauhus,et al.  Structural diversity promotes productivity of mixed, uneven-aged forests in southwestern Germany , 2016, Oecologia.

[17]  J. Bauhus,et al.  A Review of Processes Behind Diversity—Productivity Relationships in Forests , 2016, Current Forestry Reports.

[18]  Francis K. C. Hui,et al.  Plant functional traits have globally consistent effects on competition , 2015, Nature.

[19]  F. Bongers,et al.  Biomass is the main driver of changes in ecosystem process rates during tropical forest succession. , 2015, Ecology.

[20]  D. Coomes,et al.  Stabilizing effects of diversity on aboveground wood production in forest ecosystems: linking patterns and processes. , 2014, Ecology letters.

[21]  María Uriarte,et al.  The relationship between tree biodiversity and biomass dynamics changes with tropical forest succession. , 2014, Ecology letters.

[22]  A. Kerkhoff,et al.  Convergence of terrestrial plant production across global climate gradients , 2014, Nature.

[23]  Robert J. Pabst,et al.  Rate of tree carbon accumulation increases continuously with tree size , 2014, Nature.

[24]  Huang Yao-sheng,et al.  [N and P stoichiometric traits of plant and soil in different forest succession stages in Changbai Mountains]. , 2014, Ying yong sheng tai xue bao = The journal of applied ecology.

[25]  C. Messier,et al.  Diversity increases carbon storage and tree productivity in Spanish forests , 2014 .

[26]  P. Reich The world‐wide ‘fast–slow’ plant economics spectrum: a traits manifesto , 2014 .

[27]  J. Powers,et al.  Stand age and soils as drivers of plant functional traits and aboveground biomass in secondary tropical dry forest , 2014 .

[28]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[29]  Mollie E. Brooks,et al.  A direct test of nitrogen and phosphorus limitation to net primary productivity in a lowland tropical wet forest. , 2013, Ecology.

[30]  P. Reich,et al.  New handbook for standardised measurement of plant functional traits worldwide , 2013 .

[31]  M. Schelhaas,et al.  Disentangling Biodiversity and Climatic Determinants of Wood Production , 2013, PloS one.

[32]  Stephen W. Pacala,et al.  Nitrogen and Phosphorus Limitation over Long-Term Ecosystem Development in Terrestrial Ecosystems , 2012, PloS one.

[33]  J. Terborgh,et al.  Basin-wide variations in Amazon forest structure and function are mediated by both soils and climate , 2012 .

[34]  Yves Rosseel,et al.  lavaan: An R Package for Structural Equation Modeling , 2012 .

[35]  P. Reich,et al.  Forest productivity increases with evenness, species richness and trait variation: a global meta‐analysis , 2012 .

[36]  F. Putz,et al.  Soil Effects on Forest Structure and Diversity in a Moist and a Dry Tropical Forest , 2012 .

[37]  D. Coomes,et al.  A general integrative framework for modelling woody biomass production and carbon sequestration rates in forests , 2012 .

[38]  Xugao Wang,et al.  Scale specific determinants of tree diversity in an old growth temperate forest in China , 2011 .

[39]  R. B. Jackson,et al.  A Large and Persistent Carbon Sink in the World’s Forests , 2011, Science.

[40]  C. Messier,et al.  The effect of biodiversity on tree productivity: from temperate to boreal forests , 2011 .

[41]  P. Ciais,et al.  Mortality as a key driver of the spatial distribution of aboveground biomass in Amazonian forest: results from a dynamic vegetation model , 2010 .

[42]  H. Schielzeth Simple means to improve the interpretability of regression coefficients , 2010 .

[43]  Zhang Jun,et al.  Carbon storage efficiency of Cunninghamia lanceolata ecological service forest in Zhejiang. , 2010 .

[44]  Liu Xiaona,et al.  Allometry of understory tree species in a natural secondary forest in northeast China. , 2010 .

[45]  P. Legendre,et al.  A distance-based framework for measuring functional diversity from multiple traits. , 2010, Ecology.

[46]  E. Davidson,et al.  Global assessment of nitrogen deposition effects on terrestrial plant diversity: a synthesis. , 2010, Ecological applications : a publication of the Ecological Society of America.

[47]  David A. Coomes,et al.  A greater range of shade‐tolerance niches in nutrient‐rich forests: an explanation for positive richness–productivity relationships? , 2009 .

[48]  J. Chave,et al.  Towards a Worldwide Wood Economics Spectrum 2 . L E a D I N G D I M E N S I O N S I N W O O D F U N C T I O N , 2022 .

[49]  K. Treseder,et al.  Nitrogen limitation of net primary productivity in terrestrial ecosystems is globally distributed. , 2008, Ecology.

[50]  Zhanqing Hao,et al.  Vertical structure and spatial associations of dominant tree species in an old-growth temperate forest , 2007 .

[51]  Frans Bongers,et al.  Leaf traits are good predictors of plant performance across 53 rain forest species. , 2006, Ecology.

[52]  Owen L. Petchey,et al.  Functional diversity: back to basics and looking forward. , 2006, Ecology letters.

[53]  Chuankuan Wang,et al.  Biomass allometric equations for 10 co-occurring tree species in Chinese temperate forests , 2006 .

[54]  P. Reich,et al.  Assessing the generality of global leaf trait relationships. , 2005, The New phytologist.

[55]  J. Lepš Variability in population and community biomass in a grassland community affected by environmental productivity and diversity , 2004 .

[56]  Sean C. Thomas,et al.  The worldwide leaf economics spectrum , 2004, Nature.

[57]  Michael G. Ryan,et al.  AN EXPERIMENTAL TEST OF THE CAUSES OF FOREST GROWTH DECLINE WITH STAND AGE , 2004 .

[58]  He Xingyuan Characteristics and succession rules of vegetation types in Changbai Mountain , 2004 .

[59]  S. Hubbell,et al.  Spatial and temporal variation of biomass in a tropical forest: results from a large census plot in Panama , 2003 .

[60]  Michel Loreau,et al.  Partitioning selection and complementarity in biodiversity experiments , 2001, Nature.

[61]  J. P. Grime,et al.  Benefits of plant diversity to ecosystems: immediate, filter and founder effects , 1998 .

[62]  P. Reich,et al.  The Influence of Functional Diversity and Composition on Ecosystem Processes , 1997 .

[63]  M. G. Ryan,et al.  Hydraulic Limits to Tree Height and Tree Growth , 1997 .

[64]  S. Gower,et al.  Aboveground net primary production decline with stand age: potential causes. , 1996, Trends in ecology & evolution.

[65]  Peter M. Vitousek,et al.  Changes in soil phosphorus fractions and ecosystem dynamics across a long chronosequence in Hawaii. , 1995 .

[66]  E. Davidson,et al.  The role of deep roots in the hydrological and carbon cycles of Amazonian forests and pastures , 1994, Nature.