Improving the ability of 3-PG to model the water balance of forest plantations in contrasting environments

被引:27
作者
Almeida, Auro C. [1 ]
Sands, Peter J. [2 ]
机构
[1] CSIRO, Land & Water, Private Box 12, Hobart, Tas 7001, Australia
[2] 39 Oakleigh Ave, Taroona, Tas 7053, Australia
关键词
3-PG model; water balance; plantation; forest growth; water use; available soil water; EUCALYPTUS-GLOBULUS; SENSITIVITY-ANALYSIS; GROWTH-MODEL; STOMATAL CONDUCTANCE; PRODUCTIVITY MODEL; PINUS-RADIATA; CARBON; CALIBRATION; AUSTRALIA; CLIMATE;
D O I
10.1002/eco.1661
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Because water availability is a primary factor that influences growth of forest plantations, quantifying plantation water use is an important part of the decision-making process when selecting new plantation areas. The 3-PG model (Landsberg and Waring, Forest Ecology and Management 95: 209-228, 1997) has been used successfully to model forest growth for several species. However, some studies have demonstrated limitations in 3-PG's ability to accurately model the soil and plant water balance. This paper addresses these limitations through the development and validation of a modified water balance submodel that models canopy interception, soil evaporation, tree transpiration, drainage, run-off, soil water content and available soil water in the root and non-root zone. The new submodel was tested and validated using detailed, long-term observed growth and water balance data from contrasting environments in Australia and Brazil and showed improved estimation of available soil water, even when only monthly weather data were available. However, the new submodel requires more soil texture-dependent parameters than the original submodel. Sensitivity analysis of these new parameters shows that values of soil field capacity, wilting point and soil depth may have strong impacts on the prediction of run-off, soil water content and available soil water. Copyright (c) 2015 John Wiley & Sons, Ltd.
引用
收藏
页码:610 / 630
页数:21
相关论文
共 61 条
[1]  
Almeida A., 2003, THESIS
[2]  
Almeida AC, 2009, 18TH WORLD IMACS CONGRESS AND MODSIM09 INTERNATIONAL CONGRESS ON MODELLING AND SIMULATION, P1816
[3]   Needs and opportunities for using a process-based productivity model as a practical tool in Eucalyptus plantations [J].
Almeida, AC ;
Landsberg, JJ ;
Sands, PJ ;
Ambrogi, MS ;
Fonseca, S ;
Barddal, SM ;
Bertolucci, FL .
FOREST ECOLOGY AND MANAGEMENT, 2004, 193 (1-2) :167-177
[4]   Parameterisation of 3-PG model for fast-growing Eucalyptus grandis plantations [J].
Almeida, AC ;
Landsberg, JJ ;
Sands, PJ .
FOREST ECOLOGY AND MANAGEMENT, 2004, 193 (1-2) :179-195
[5]   Evaluating methods of estimating global radiation and vapor pressure deficit using a dense network of automatic weather stations in coastal Brazil [J].
Almeida, AC ;
Landsberg, JL .
AGRICULTURAL AND FOREST METEOROLOGY, 2003, 118 (3-4) :237-250
[6]   Growth and water balance of Eucalyptus grandis hybrid plantations in Brazil during a rotation for pulp production [J].
Almeida, Auro C. ;
Soares, Joao V. ;
Landsberg, Joe J. ;
Rezende, Gabriel D. .
FOREST ECOLOGY AND MANAGEMENT, 2007, 251 (1-2) :10-21
[7]   Mapping the effect of spatial and temporal variation in climate and soils on Eucalyptus plantation production with 3-PG, a process-based growth model [J].
Almeida, Auro C. ;
Siggins, Anders ;
Batista, Thiago R. ;
Beadle, Chris ;
Fonseca, Sebastiao ;
Loos, Rodolfo .
FOREST ECOLOGY AND MANAGEMENT, 2010, 259 (09) :1730-1740
[8]  
[Anonymous], 2001, ATLAS CURRENT HEMOCY
[9]   CABALA: a linked carbon, water and nitrogen model of forest growth for silvicultural decision support [J].
Battaglia, M ;
Sands, P ;
White, D ;
Mummery, D .
FOREST ECOLOGY AND MANAGEMENT, 2004, 193 (1-2) :251-282
[10]   Application of sensitivity analysis to a model of Eucalyptus globulus plantation productivity [J].
Battaglia, M ;
Sands, P .
ECOLOGICAL MODELLING, 1998, 111 (2-3) :237-259