Development of the BIOME-BGC model for the simulation of managed Moso bamboo forest ecosystems.

Numerical models are the most appropriate instrument for the analysis of the carbon balance of terrestrial ecosystems and their interactions with changing environmental conditions. The process-based model BIOME-BGC is widely used in simulation of carbon balance within vegetation, litter and soil of unmanaged ecosystems. For Moso bamboo forests, however, simulations with BIOME-BGC are inaccurate in terms of the growing season and the carbon allocation, due to the oversimplified representation of phenology. Our aim was to improve the applicability of BIOME-BGC for managed Moso bamboo forest ecosystem by implementing several new modules, including phenology, carbon allocation, and management. Instead of the simple phenology and carbon allocation representations in the original version, a periodic Moso bamboo phenology and carbon allocation module was implemented, which can handle the processes of Moso bamboo shooting and high growth during "on-year" and "off-year". Four management modules (digging bamboo shoots, selective cutting, obtruncation, fertilization) were integrated in order to quantify the functioning of managed ecosystems. The improved model was calibrated and validated using eddy covariance measurement data collected at a managed Moso bamboo forest site (Anji) during 2011-2013 years. As a result of these developments and calibrations, the performance of the model was substantially improved. Regarding the measured and modeled fluxes (gross primary production, total ecosystem respiration, net ecosystem exchange), relative errors were decreased by 42.23%, 103.02% and 18.67%, respectively.

[1]  Emil Cienciala,et al.  Application of BIOME-BGC model to managed forests: 1. Sensitivity analysis , 2006 .

[2]  Joou-Shian Lee,et al.  Comparing aboveground carbon sequestration between moso bamboo (Phyllostachys heterocycla) and China fir (Cunninghamia lanceolata) forests based on the allometric model , 2011 .

[3]  G. Xie,et al.  Variation in Vegetation Structure and Soil Properties, and the Relation Between Understory Plants and Environmental Variables Under Different Phyllostachys pubescens Forests in Southeastern China , 2010, Environmental management.

[4]  I. E. Woodrow,et al.  Enzymatic Regulation of Photosynthetic CO2, Fixation in C3 Plants , 1988 .

[5]  N. Saigusa,et al.  Dynamics of ecosystem carbon balance recovering from a clear-cutting in a cool-temperate forest , 2014 .

[6]  Guomo Zhou,et al.  Carbon sequestration by Chinese bamboo forests and their ecological benefits: assessment of potential, problems, and future challenges , 2011 .

[7]  Zhao-hua Li,et al.  Plantation future of bamboo in China , 2004, Journal of Forestry Research.

[8]  R. K. Dixon,et al.  Carbon Pools and Flux of Global Forest Ecosystems , 1994, Science.

[9]  Y. Wang,et al.  Comparing simulated carbon budget of a Lei bamboo forest with flux tower data , 2014 .

[10]  F. Woodward,et al.  Global response of terrestrial ecosystem structure and function to CO2 and climate change: results from six dynamic global vegetation models , 2001 .

[11]  Alan Hastings,et al.  Process-based models are required to manage ecological systems in a changing world , 2013 .

[12]  David B. Lindenmayer,et al.  Re-evaluation of forest biomass carbon stocks and lessons from the world's most carbon-dense forests , 2009, Proceedings of the National Academy of Sciences.

[13]  G. Churkina,et al.  Parameter estimation and validation of the terrestrial ecosystem model Biome-BGC using eddy-covariance flux measurements , 2009 .

[14]  Peter E. Thornton,et al.  Simultaneous estimation of daily solar radiation and humidity from observed temperature and precipitation: an application over complex terrain in Austria. , 2000 .

[15]  Ian G. Enting,et al.  A review of applications of model–data fusion to studies of terrestrial carbon fluxes at different scales , 2009 .

[16]  B. Fei,et al.  Characteristics of Moso Bamboo with Chemical Pretreatment , 2013 .

[17]  P. Thornton,et al.  Ecosystem model spin-up: Estimating steady state conditions in a coupled terrestrial carbon and nitrogen cycle model , 2005 .

[18]  J. Mo,et al.  Nitrogen leaching in response to increased nitrogen inputs in subtropical monsoon forests in southern China , 2009 .

[19]  Peter E. Thornton,et al.  Parameterization and Sensitivity Analysis of the BIOME–BGC Terrestrial Ecosystem Model: Net Primary Production Controls , 2000 .

[20]  H. Hasenauer,et al.  Using mechanistic modeling within forest ecosystem restoration , 2002 .

[21]  Lufeng Mo,et al.  Current and potential carbon stocks in Moso bamboo forests in China. , 2015, Journal of environmental management.

[22]  H. Bugmann,et al.  Analyzing the carbon dynamics of central European forests: comparison of Biome-BGC simulations with measurements , 2006 .

[23]  Alan R. Ek,et al.  Process-based models for forest ecosystem management: current state of the art and challenges for practical implementation. , 2000, Tree physiology.

[24]  Nicolas Gruber,et al.  The Oceanic Sink for Anthropogenic CO2 , 2004, Science.

[25]  Peter E. Thornton,et al.  Modeling and measuring the effects of disturbance history and climate on carbon and water budgets in evergreen needleleaf forests , 2002 .

[26]  Weiliang Fan,et al.  Spatial heterogeneity and carbon contribution of aboveground biomass of moso bamboo by using geostatistical theory , 2010, Plant Ecology.

[27]  S. Running,et al.  A general model of forest ecosystem processes for regional applications I. Hydrologic balance, canopy gas exchange and primary production processes , 1988 .

[28]  S. Running,et al.  FOREST-BGC, A general model of forest ecosystem processes for regional applications. II. Dynamic carbon allocation and nitrogen budgets. , 1991, Tree physiology.

[29]  Ron Smith,et al.  Bayesian calibration of process-based forest models: bridging the gap between models and data. , 2005, Tree physiology.

[30]  G. Bonan Forests and Climate Change: Forcings, Feedbacks, and the Climate Benefits of Forests , 2008, Science.

[31]  Xiangming Xiao,et al.  Spatial analysis of growing season length control over net ecosystem exchange , 2005 .

[32]  Ramakrishna R. Nemani,et al.  A generalized, bioclimatic index to predict foliar phenology in response to climate , 2004 .

[33]  S. Running,et al.  8 – Generalization of a Forest Ecosystem Process Model for Other Biomes, BIOME-BGC, and an Application for Global-Scale Models , 1993 .

[34]  T. Vesala,et al.  Reduction of ecosystem productivity and respiration during the European summer 2003 climate anomaly: a joint flux tower, remote sensing and modelling analysis , 2007 .

[35]  Markus Reichstein,et al.  Analyzing the causes and spatial pattern of the European 2003 carbon flux anomaly using seven models , 2007 .

[36]  D. Pury,et al.  Simple scaling of photosynthesis from leaves to canopies without the errors of big‐leaf models , 1997 .

[37]  Yide Li,et al.  Estimation of amount of carbon pool in natural tropical forest of China , 1998 .

[38]  J. Canadell,et al.  Managing Forests for Climate Change Mitigation , 2008, Science.

[39]  Ben Bond-Lamberty,et al.  Reimplementation of the Biome-BGC model to simulate successional change. , 2005, Tree physiology.

[40]  Trevor H. Booth,et al.  Changes of carbon stocks in bamboo stands in China during 100 years , 2009 .

[41]  T. Kume,et al.  Canopy conductance for a Moso bamboo (Phyllostachys pubescens) forest in western Japan , 2012 .

[42]  Corinne Le Quéré,et al.  Climate Change 2013: The Physical Science Basis , 2013 .

[43]  Guomo Zhou,et al.  Review of Carbon Fixation in Bamboo Forests in China , 2011, The Botanical Review.

[44]  Xiaojun Xu,et al.  Implications of ice storm damages on the water and carbon cycle of bamboo forests in southeastern China , 2013 .

[45]  T. Vesala,et al.  Deriving a light use efficiency model from eddy covariance flux data for predicting daily gross primary production across biomes , 2007 .

[46]  W. Oechel,et al.  FLUXNET: A New Tool to Study the Temporal and Spatial Variability of Ecosystem-Scale Carbon Dioxide, Water Vapor, and Energy Flux Densities , 2001 .

[47]  H. Mooney,et al.  Human Domination of Earth’s Ecosystems , 1997, Renewable Energy.

[48]  Y. Isagi,et al.  Net production and carbon cycling in a bamboo Phyllostachys pubescens stand , 1997, Plant Ecology.

[49]  N. Vuichard,et al.  The European carbon balance. Part 2: croplands , 2010 .

[50]  M. G. Ryan,et al.  Effects of Climate Change on Plant Respiration. , 1991, Ecological applications : a publication of the Ecological Society of America.

[51]  T. Vesala,et al.  On the separation of net ecosystem exchange into assimilation and ecosystem respiration: review and improved algorithm , 2005 .

[52]  N Oreskes,et al.  Verification, Validation, and Confirmation of Numerical Models in the Earth Sciences , 1994, Science.

[53]  Wang Yue-si,et al.  Quick measurement of CH4, CO2 and N2O emissions from a short-plant ecosystem , 2003 .

[54]  Weiliang Fan,et al.  Satellite-based carbon stock estimation for bamboo forest with a non-linear partial least square regression technique , 2012 .