Developing the Biome-BGC Model to Estimate Net Primary Productivity of Alpine Meadow on the Qinghai-Tibet Plateau

被引:2
作者
Sun Qingling [1 ]
Li Baolin [1 ]
机构
[1] Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing, Peoples R China
来源
2016 3RD INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING (ICISCE) | 2016年
关键词
Biome-BGC; net primary productivity (NPP); alpine meadow; Qinghai-Tibet Plateau; model development; CARBON; RESTORATION; ECOSYSTEMS; GRASSLANDS; SIMULATION; TURNOVER; CLIMATE; BALANCE; WATER;
D O I
10.1109/ICISCE.2016.81
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Numerical models are the most convenient instruments to estimate net primary productivity (NPP) of terrestrial vegetation. Process-based Biome-BGC model has been widely used to simulate the storage and flux of water, carbon, and nitrogen within the vegetation, litter, and soil of terrestrial ecosystems. Some researchers used Biome-BGC directly to estimate NPP of the alpine meadow on the Qinghai-Tibet Plateau without assessing its suitability mechanically. However, Biome-BGC has limited applicability to an alpine meadow mainly due to its inability of simulating the regeneration and litterfall processes specific to C-3 perennial deciduous grasses, which dominate the alpine meadow on the Qinghai-Tibet Plateau. Our aim was to improve applicability of Biome-BGC to the alpine meadow to accurately estimate its NPP by implementing model development. In this study, C-3 perennial deciduous grasses with leaves, non-woody stems, the underground fast-cycling portion, and the underground persistent portion were defined and modelled in the extended Biome-BGC model. Besides, eco-physiological parameters required by the model were also changed to adapt to the adjustment of model structure. After these modifications, the extended Biome-BGC model was validated with the measured NPP from the year of 2012 to 2014 collected at the Zhenqin Station, which is located in the central region of Qinghai-Tibet Plateau. Results showed that, NPP estimates using the extended model are much closer to the measured NPP than those calculated by the original model. On average, model development decreases the relative error of NPP estimation by approximately 30% during the year of 2012-2014.
引用
收藏
页码:334 / 337
页数:4
相关论文
共 20 条
  • [1] [Anonymous], 2010, THESIS
  • [2] Human-induced grassland degradation/restoration in the central Tibetan Plateau: The effects of ecological protection and restoration projects
    Cai, Hongyan
    Yang, Xiaohuan
    Xu, Xinliang
    [J]. ECOLOGICAL ENGINEERING, 2015, 83 : 112 - 119
  • [3] Comparing global models of terrestrial net primary productivity (NPP): overview and key results
    Cramer, W
    Kicklighter, DW
    Bondeau, A
    Moore, B
    Churkina, G
    Nemry, B
    Ruimy, A
    Schloss, AL
    [J]. GLOBAL CHANGE BIOLOGY, 1999, 5 : 1 - 15
  • [4] Global patterns of root turnover for terrestrial ecosystems
    Gill, RA
    Jackson, RB
    [J]. NEW PHYTOLOGIST, 2000, 147 (01) : 13 - 31
  • [5] Longevity and turnover of roots in the shortgrass steppe: influence of diameter and depth
    Gill, RA
    Burke, IC
    Lauenroth, WK
    Milchunas, DG
    [J]. PLANT ECOLOGY, 2002, 159 (02) : 241 - 251
  • [6] Development of the Biome-BGC model for simulation of managed herbaceous ecosystems
    Hidy, D.
    Barcza, Z.
    Haszpra, L.
    Churkina, G.
    Pinter, K.
    Nagy, Z.
    [J]. ECOLOGICAL MODELLING, 2012, 226 : 99 - 119
  • [7] LIETH H, 1972, P 51 ANN M SOC AM FO, P53
  • [8] Impacts of climate and CO2 changes on the vegetation growth and carbon balance of Qinghai-Tibetan grasslands over the past five decades
    Piao, Shilong
    Tan, Kun
    Nan, Huijuan
    Ciais, Philippe
    Fang, Jingyun
    Wang, Tao
    Vuichard, Nicolas
    Zhu, Biao
    [J]. GLOBAL AND PLANETARY CHANGE, 2012, 98-99 : 73 - 80
  • [9] Using mechanistic modeling within forest ecosystem restoration
    Pietsch, SA
    Hasenauer, H
    [J]. FOREST ECOLOGY AND MANAGEMENT, 2002, 159 (1-2) : 111 - 131
  • [10] [亓伟伟 Qi Weiwei], 2012, [生态学报, Acta Ecologica Sinica], V32, P1713