Contributions of competition and climate on radial growth of Pinus massoniana in subtropics of China

Abstract It is critical to investigate the effects of competition and climate on forest growth as they are main forces affecting forest dynamics. However, in subtropics of China such a study has never been conducted. Here we conducted a pioneer study to evaluate the effects of competition and climate on growth of Chinese red pine (Pinus massoniana) in mixed forests of subtropical China along a broad latitudinal gradient (23°N∼32°N). Twenty-three plots (20m × 20m) were randomly selected from 11 sites and competition and tree radial growth data were collected. Principal component analysis (PCA) was used to detect the potential spatial pattern in site-specific standard tree-ring chronologies during the common period (1990-2015). The linear mixed-effect models (LMMs) were employed to quantify the relationships between cumulated basal area increment (5, 10, 15, 20 and 25 years) of subject trees and six distance-independent competition indices. The relationships between tree radial growth and climate were evaluated by response analyses. Finally the best predicted competition index and climate factor were employed in a full model and their relative importance were calculated. The PCA results allowed classifying the mixed forests into southeastern and northern groups along the Nanling Mountains and Wuyi Mountains. LMMs results revealed that competition pressures mainly come from density and size of larger individuals. Response coefficients demonstrated that precipitation in September and sunshine duration in October influenced trees radial growth of southeastern group and northern group respectively. Our results clearly showed that effects of competition on tree radial growth decreased from southeast to north while effects of climates increasing over this large spatial scale. This is the first attempt to clarify the effects of competition, and further quantify the contributions of competition and climate on tree radial growth in China subtropics. Our finds will certainly contribute to a better policy-making for sustainable forest management.

[1]  Christian Zang,et al.  treeclim: an R package for the numerical calibration of proxy‐climate relationships , 2015 .

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

[3]  Harold E. Burkhart,et al.  Conditioning a distance-dependent competition index to indicate the onset of inter-tree competition , 2003 .

[4]  Philippe Ciais,et al.  High carbon dioxide uptake by subtropical forest ecosystems in the East Asian monsoon region , 2014, Proceedings of the National Academy of Sciences.

[5]  Qiufang Cai,et al.  Two centuries temperature variations over subtropical southeast China inferred from Pinus taiwanensis Hayata tree-ring width , 2017, Climate Dynamics.

[6]  W. Zeng,et al.  Modeling Crown Biomass for Four Pine Species in China , 2015 .

[7]  J. Linares,et al.  Competition modulates the adaptation capacity of forests to climatic stress: insights from recent growth decline and death in relict stands of the Mediterranean fir Abies pinsapo , 2010 .

[8]  F. Biondi,et al.  A Theory-Driven Approach to Tree-Ring Standardization: Defining the Biological Trend from Expected Basal Area Increment , 2008 .

[9]  Shuguang Liu,et al.  Old-Growth Forests Can Accumulate Carbon in Soils , 2006, Science.

[10]  D. McCarroll,et al.  A 520 year record of summer sunshine for the eastern European Alps based on stable carbon isotopes in larch tree rings , 2013, Climate Dynamics.

[11]  Han Liu,et al.  Growing-season precipitation since 1872 in the coastal area of subtropical southeast China reconstructed from tree rings and its relationship with the East Asian summer monsoon system , 2017 .

[12]  Thomas W. Schoener,et al.  Field Experiments on Interspecific Competition , 1983, The American Naturalist.

[13]  T. Pukkala,et al.  Competition indices and the prediction of radial growth in Scots pine. , 1987 .

[14]  T. Yasunari,et al.  Trends in Precipitation Amounts and the Number of Rainy Days and Heavy Rainfall Events during Summer in China from 1961 to 2000 , 2005 .

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

[16]  Michael J. Papaik,et al.  Neighborhood analyses of canopy tree competition along environmental gradients in New England forests. , 2006, Ecological applications : a publication of the Ecological Society of America.

[17]  D. Coomes,et al.  Effects of size, competition and altitude on tree growth , 2007 .

[18]  A. Latimer,et al.  Long-term climate and competition explain forest mortality patterns under extreme drought. , 2017, Ecology letters.

[19]  Jianguo Huang,et al.  Modelling Growth-Competition Relationships in Trembling Aspen and White Spruce Mixed Boreal Forests of Western Canada , 2013, PloS one.

[20]  Per‐Anders Esseen,et al.  Tree growth and competition in an old‐growth Picea abies forest of boreal Sweden: influence of tree spatial patterning , 2014 .

[21]  David A. Coomes,et al.  Patterns and Drivers of Tree Mortality in Iberian Forests: Climatic Effects Are Modified by Competition , 2013, PloS one.

[22]  H. Fritts,et al.  Tree Rings and Climate. , 1978 .

[23]  J. Axmacher,et al.  Differential radial growth response of three coexisting dominant tree species to local and large-scale climate variability in a subtropical evergreen broad-leaved forest of China , 2015, Ecological Research.

[24]  R. Sánchez‐Salguero,et al.  Disentangling the effects of competition and climate on individual tree growth: A retrospective and dynamic approach in Scots pine , 2015 .

[25]  J. Franklin,et al.  Cambial activity of Pinus elliottii var. densa reveals influence of seasonal insolation on growth dynamics in the Florida Keys , 2012, Trees.

[26]  T. Wigley,et al.  On the Average Value of Correlated Time Series, with Applications in Dendroclimatology and Hydrometeorology , 1984 .

[27]  D. Bates,et al.  Mixed-Effects Models in S and S-PLUS , 2001 .

[28]  Chao Zhang,et al.  Regional-scale winter-spring temperature variability and chilling damage dynamics over the past two centuries in southeastern China , 2012, Climate Dynamics.

[29]  Lingling Li,et al.  Tree-ring based February–April precipitation reconstruction for the lower reaches of the Yangtze River, southeastern China , 2015 .

[30]  K. Yoda,et al.  Self-thinning in overcrowded pure stands under cultivated and natural conditions (Intraspecific competition among higher plants. XI) , 1963 .

[31]  Helge Bruelheide,et al.  Individual-tree radial growth in a subtropical broad-leaved forest: The role of local neighbourhood competition , 2011 .

[32]  C. Leuschner,et al.  Axial Water Flux Dynamics in Small Diameter Roots of a Fast Growing Tropical Tree , 2004, Plant and Soil.

[33]  Chen Xuefeng New Development of China National Forest Inventory (NFI) ——On Revision of NFI Technical Regulations , 2004 .

[34]  Alan Grainger,et al.  Dynamics of global forest area: Results from the FAO Global Forest Resources Assessment 2015 , 2015 .

[35]  R. Aerts Interspecific competition in natural plant communities: mechanisms, trade-offs and plant-soil feedbacks , 1999 .

[36]  P. Mazouch,et al.  INTEGRATED PLANT RECORD (IPR) VEGETATION ANALYSIS APPLIED TO MODERN VEGETATION IN SOUTH CHINA AND JAPAN , 2011 .

[37]  Guy R. Larocque Examining different concepts for the development of a distance-dependent competition model for red pine diameter growth using long-term stand data differing in initial stand density , 2002 .

[38]  T. Kuuluvainen,et al.  Structure and asymmetry of tree crowns in relation to local competition in a natural mature Scots pine forest , 1997 .

[39]  Wan,et al.  The Influence of Mechanical and Thermal Forcing by the Tibetan Plateau on Asian Climate , 2007 .

[40]  J. Barlow,et al.  Prospects for tropical forest biodiversity in a human-modified world. , 2009, Ecology letters.

[41]  G. McNickle,et al.  The Behavioral Ecology of Nutrient Foraging by Plants , 2011 .

[42]  C. Canham,et al.  A neighborhood analysis of canopy tree competition : effects of shading versus crowding , 2004 .

[43]  D. Coomes,et al.  Predictable changes in aboveground allometry of trees along gradients of temperature, aridity and competition , 2012 .

[44]  P. Comeau,et al.  Aspen competition affects light and white spruce growth across several boreal sites in western Canada , 2007 .

[45]  K. Barton MuMIn : multi-model inference, R package version 0.12.0 , 2009 .

[46]  T. Kozlowski Light and Water in Relation to Growth and Competition of Piedmont Forest Tree Species , 1949 .

[47]  A. Granier,et al.  Evaluation of transpiration in a Douglas-fir stand by means of sap flow measurements. , 1987, Tree physiology.

[48]  David Tilman,et al.  Niche tradeoffs, neutrality, and community structure: a stochastic theory of resource competition, invasion, and community assembly. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[49]  Jianguo Huang,et al.  Intra-annual wood formation of subtropical Chinese red pine shows better growth in dry season than wet season , 2018, Tree physiology.

[50]  Zhili Feng,et al.  Evaluation of competition and light estimation indices for predicting diameter growth in mature boreal mixed forests , 2007, Annals of Forest Science.

[51]  A. Deslauriers,et al.  Xylem formation can be modeled statistically as a function of primary growth and cambium activity. , 2014, The New phytologist.

[52]  T. Pukkala Predicting diameter growth in even-aged Scots pine stands with a spatial and non-spatial model. , 1989 .

[53]  Andrew G. Bunn,et al.  A dendrochronology program library in R (dplR) , 2008 .

[54]  H. Jones Stomatal control of photosynthesis and transpiration , 1998 .

[55]  Shinichi Nakagawa,et al.  A general and simple method for obtaining R2 from generalized linear mixed‐effects models , 2013 .

[56]  S. Huang,et al.  Half-century evidence from western Canada shows forest dynamics are primarily driven by competition followed by climate , 2015, Proceedings of the National Academy of Sciences.

[57]  T. Pukkala Methods to describe the competition process in a tree stand , 1989 .

[58]  S. Pickett,et al.  Ecology: Individuals, populations and communities , 1987 .

[59]  F. Berninger,et al.  Impacts of climate change on the tree line. , 2002, Annals of botany.

[60]  M. Begon,et al.  Ecology: Individuals, Populations and Communities , 1986 .

[61]  P. Jolliffe,et al.  Indices of plant competition , 2003 .

[62]  R. Holmes Computer-Assisted Quality Control in Tree-Ring Dating and Measurement , 1983 .

[63]  P. Ruiz‐Benito,et al.  Disentangling the relative importance of climate, size and competition on tree growth in Iberian forests: implications for forest management under global change , 2011 .

[64]  Ulrike Groemping,et al.  Relative Importance for Linear Regression in R: The Package relaimpo , 2006 .

[65]  K. Gadow,et al.  Testing a new competition index for Maritime pine in northwestern Spain , 1999 .

[66]  Franco Biondi,et al.  COMPARING TREE‐RING CHRONOLOGIES AND REPEATED TIMBER INVENTORIES AS FOREST MONITORING TOOLS , 1999 .

[67]  Paul C. Johnson Extension of Nakagawa & Schielzeth's R2GLMM to random slopes models , 2014, Methods in ecology and evolution.

[68]  P. Comeau,et al.  Competitive interactions between aspen and white spruce vary with stand age in boreal mixedwoods , 2007 .

[69]  Edward R. Cook,et al.  A time series analysis approach to tree-ring standardization , 1985 .

[70]  Douglas M. Bates,et al.  LINEAR AND NONLINEAR MIXED-EFFECTS MODELS , 1998 .

[71]  Pascale Weber,et al.  Using a retrospective dynamic competition index to reconstruct forest succession , 2008 .

[72]  J. J. C. Rivas,et al.  The effect of competition on individual tree basal area growth in mature stands of Pinus cooperi Blanco in Durango (Mexico) , 2005, European Journal of Forest Research.

[73]  Pei Xing,et al.  Age and radial growth pattern of four tree species in a subtropical forest of China , 2012, Trees.

[74]  B. Muys,et al.  Growth responses of West-Mediterranean Pinus nigra to climate change are modulated by competition and productivity: Past trends and future perspectives , 2011 .

[75]  N. Breda,et al.  Climate-tree-growth relationships of European beech (Fagus sylvatica L.) in the French Permanent Plot Network (RENECOFOR) , 2005, Trees.