Sensitivity Analysis of Biome-BGC for Gross Primary Production of a Rubber Plantation Ecosystem: A Case Study of Hainan Island, China
文献类型： 外文期刊
作者： Liu, Junyi 1 ; Wu, Zhixiang 1 ; Yang, Siqi 1 ; Yang, Chuan 2 ;
作者机构： 1.Hainan Univ, Coll Ecol & Environm, Haikou 570228, Hainan, Peoples R China
2.Chinese Acad Trop Agr Sci, Rubber Res Inst, Haikou 571101, Hainan, Peoples R China
3.Hainan Danzhou Trop Agroecosyst Natl Observat & R, Danzhou 571737, Peoples R China
关键词： carbon flux simulation; Biome-BGC; rubber plantation ecosystem; eFAST sensitivity analysis
期刊名称：INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH （ 影响因子：4.614； 五年影响因子：4.798 ）
ISSN：
年卷期： 2022 年 19 卷 21 期
页码：
收录情况： SCI
摘要： Accurate monitoring of forest carbon flux and its long-term response to meteorological factors is important. To accomplish this task, the model parameters need to be optimized with respect to in situ observations. In the present study, the extended Fourier amplitude sensitivity test (eFAST) method was used to optimize the sensitive ecophysiological parameters of the Biome BioGeochemical Cycles model. The model simulation was integrated from 2010 to 2020. The results showed that using the eFAST method quantitatively improved the model output. For instance, the R-2 increased from 0.53 to 0.72. Moreover, the root-mean-square error was reduced from 1.62 to 1.14 gC center dot m(-2)center dot d(-1). In addition, it was reported that the carbon flux outputs of the model were highly sensitive to various parameters, such as the canopy average specific leaf area and canopy light extinction coefficient. Moreover, long-term meteorological factor analysis showed that rainfall dominated the trend of gross primary production (GPP) of the study area, while extreme temperatures restricted the GPP. In conclusion, the eFAST method can be used in future studies. Furthermore, eFAST could be applied to other biomes in response to different climatic conditions.
- 相关文献
作者其他论文 更多>>
-
Improving the accuracy of canopy height mapping in rubber plantations based on stand age, multi-source satellite images, and random forest algorithm
作者：Gao, Yuanfeng;Yun, Ting;Wang, Xincheng;Gao, Yuanfeng;Chen, Bangqian;Lai, Hongyan;Wang, Xincheng;Wang, Guizhen;Wang, Xiangjun;Wu, Zhixiang;Kou, Weili
关键词：Canopy height; Rubber plantations; Stand age; GEDI
-
Spatiotemporal dynamics and underlying mechanisms of ecosystem respiration in rubber plantations: a case study in Hainan Island
作者：An, Yinghe;Wang, Yichen;Zhang, Runqing;Wu, Lan;Liu, Wenjie;Wang, Peng;An, Yinghe;Wu, Zhixiang;An, Yinghe;Wang, Yichen;Zhang, Runqing;Wu, Lan;Liu, Wenjie;Wang, Peng;Sun, Zhongyi;Wu, Zhixiang;Sun, Zhongyi
关键词：Carbon sequestration; Machine learning; Least square boosted regression trees; Climatic factors; Rubber plantations
-
The opportunities and challenges associated with developing rubber plantations as carbon sinks in China
作者：Ma, Zhensheng;Liu, Lei;Qi, Dongling;Wu, Zhixiang;Yang, Chuan;Fu, Qingmao;Zhang, Yingying;Ma, Zhensheng;Liu, Lei;Qi, Dongling;Tang, Min
关键词：Rubber (Hevea brasiliensis) plantations; Carbon sink and carbon reserve; Carbon sequestration potential
-
Integrative cultivation pattern, distribution, yield and potential benefit of rubber based agroforestry system in China
作者：Qi, Dongling;Wu, Zhixiang;Chen, Bangqian;Zhang, Xicai;Yang, Chuan;Fu, Qingmao;Qi, Dongling;Wu, Zhixiang;Chen, Bangqian;Zhang, Xicai;Yang, Chuan;Fu, Qingmao;Qi, Dongling;Wu, Zhixiang;Chen, Bangqian;Zhang, Xicai;Yang, Chuan;Fu, Qingmao
关键词：Rubber tree (Hevea brasiliensis); Agroforestry system; Rubber intercropping; Integrative systems; Distribution
-
Climate-shaped vegetation dominated the spatial pattern of the Bowen ratio over terrestrial ecosystems in China
作者：Sun, Mingyu;Han, Lang;Yao, Yuan;Wang, Jilong;Yu, Guirui;Chen, Zhi;Hao, Tianxiang;Yang, Meng;Zhang, Weikang;Liu, Zhaogang;Ma, Lexin;Dou, Xiaojun;Luo, Wenxing;Lin, Yong;He, Yongtao;Shi, Peili;Wang, Huimin;Zhang, Yangjian;Zhao, Fenghua;Zhu, Zhilin;Yu, Guirui;Chen, Zhi;Liu, Zhaogang;Ma, Lexin;Dou, Xiaojun;Luo, Wenxing;Lin, Yong;He, Yongtao;Shi, Peili;Zhang, Yangjian;Chen, Zhi;Zhu, Xianjin;Han, Lang;Chen, Shiping;Deng, Zhengmiao;Duh, Hu;Wei, Wenxue;Dong, Gang;Gao, Yanhong;Ji, Xibin;Li, Yuqiang;Tan, Junlei;Gu, Fengxue;Hao, Xiangxiang;Hao, Yanbin;Hen, Qihua;He, Jinsheng;He, Jinsheng;He, Jinsheng;He, Jinsheng;Chen, Shiping;Jiang, Zhengde;Wu, Jiabing;Zhu, Jiaojun;Li, Xinhu;Li, Yingnian;Zhao, Liang;Li, Yuzhe;Zhang, Fawei;Liu, Shaomin;Luo, Weijun;Mo, Xingguo;Zhang, Yiping;Sha, Liqing;Song, Qinghai;Zhang, Yiping;Sun, Dan;Yan, Junhua;Tan, Junlei;Tang, Yakun;Wang, Fei;Wang, Jianlin;Wu, Zhixiang;Xin, Xiaoping;Xin, Xiaoping;Zhang, Yucui;Zhou, Li;Zhang, Weikang;Chen, Zhi
关键词：Bowen ratio; Heat flux; Sensible heat; Eddy covariance; Spatial patterns; Energy partitioning
-
Response of Land Surface Temperature to Heatwave-Induced Bio-Geophysical Changes in Tropical Forests on Hainan Island from 2010 to 2022
作者：Li, Yunshuai;Shao, Xinyuan;Sun, Zhongyi;Wang, Peng;Li, Yunshuai;Shao, Xinyuan;Wu, Zhixiang;Li, Yunshuai;Shao, Xinyuan;Li, Mingzhe;Jiang, Lingxiu;Xian, Yuanhong;Wang, Peng;Wu, Zhixiang;Li, Mingzhe;Jiang, Lingxiu;Xian, Yuanhong;Li, Mingzhe;Jiang, Lingxiu;Xian, Yuanhong
关键词：land surface temperature; heatwave; rubber plantation ecosystem
-
Spatial variation of soil organic carbon under major rubber planting regions in China
作者：Guo, Xinwei;Zhao, Linlin;Wu, Zhixiang;Sun, Rui;Yang, Chuan;Fu, Qingmao;Guo, Xinwei;Zhao, Linlin;Wu, Zhixiang;Sun, Rui;Yang, Chuan;Fu, Qingmao;Zhao, Linlin;Tan, Zhenghong;Wu, Zhixiang
关键词：carbon sequestration; rubber plantation; soil organic carbon storage; soil properties; soil water content; stand attributes
