Using multi-model ensembles to improve the simulated effects of land use/cover change on temperature: a case study over northeast China | |
Zhang, Xianliang1,2; Xiong, Zhe3; Zhang, Xuezhen4; Shi, Ying5; Liu, Jiyuan4; Shao, Quanqin4; Yan, Xiaodong2 | |
刊名 | CLIMATE DYNAMICS |
2016-02-01 | |
卷号 | 46期号:3-4页码:765-778 |
关键词 | Land use/cover change Regional climate model Multi-model ensemble Bayesian model averaging |
ISSN号 | 0930-7575 |
DOI | 10.1007/s00382-015-2611-4 |
通讯作者 | Yan, Xiaodong(yxd@bnu.edu.cn) |
英文摘要 | Rather than simulating the effects of land use and land cover change (LUCC) on the climate using one climate model, as in many previous studies, three regional climate models (Regional Climate Model, version 3; the Weather Research and Forecasting model; and the Regional Integrated Environmental Model System) were used in the present study to simulate changes in temperature due to LUCC. Two experiments (CTL and NE) were designed and run using the three regional climate models. The CTL experiment was used to compare the simulations of the different models and served to illustrate the improvement that could be achieved as a result of employing a multi-model ensemble. The NE experiment was used to evaluate the changes in temperature caused by LUCC in northeast China between 1981 and 2000. The results of the CTL simulations showed that changes in temperature were simulated well by the three regional climate models; however, the simulated temperatures were different, dependent on the model used. The multi-model ensembles [the arithmetic ensemble mean (AEM) and Bayesian model averaging (BMA)] attained better results than any individual model. Of the two ensemble methods, BMA performed better than the AEM. The effects of LUCC on the climate in northeast China were assessed by the differences between the CTL and NE simulations for every RCM and the ensemble simulations. The BMA simulations produced more reasonable results than the other simulations. Based on the results, we can state with some confidence that LUCC in northeast China over the 20-year period studied caused a decrease in temperature, because of an expansion of arable land. |
资助项目 | National Key Scientific Project[2012CB95570000] ; National Key Scientific Project[2010CB950903] ; National Natural Science Foundation of China[41330527] ; National Natural Science Foundation of China[41271066] ; National Natural Science Foundation of China[91425304] |
WOS关键词 | REGIONAL CLIMATE MODEL ; GLOBAL CARBON-CYCLE ; TROPICAL DEFORESTATION ; COVER CHANGE ; EAST-ASIA ; INTERCOMPARISON PROJECT ; MONSOON ASIA ; WEST CHINA ; IMPACT ; DESERTIFICATION |
WOS研究方向 | Meteorology & Atmospheric Sciences |
语种 | 英语 |
出版者 | SPRINGER |
WOS记录号 | WOS:000370030900006 |
资助机构 | National Key Scientific Project ; National Natural Science Foundation of China |
内容类型 | 期刊论文 |
源URL | [http://ir.igsnrr.ac.cn/handle/311030/67525] |
专题 | 中国科学院地理科学与资源研究所 |
通讯作者 | Yan, Xiaodong |
作者单位 | 1.Shenyang Agr Univ, CFERN, Res Stn Liaohe River Plain Forest Ecosyst, Coll Forestry, Shenyang 110866, Peoples R China 2.Beijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 10087, Peoples R China 3.Chinese Acad Sci, Inst Atmospher Phys, Key Lab Reg Climate Environm East Asia, Beijing, Peoples R China 4.Chinese Acad Sci, Inst Geog & Nat Resources Res, Beijing, Peoples R China 5.China Meteorol Adm, Natl Climate Ctr, Beijing, Peoples R China |
推荐引用方式 GB/T 7714 | Zhang, Xianliang,Xiong, Zhe,Zhang, Xuezhen,et al. Using multi-model ensembles to improve the simulated effects of land use/cover change on temperature: a case study over northeast China[J]. CLIMATE DYNAMICS,2016,46(3-4):765-778. |
APA | Zhang, Xianliang.,Xiong, Zhe.,Zhang, Xuezhen.,Shi, Ying.,Liu, Jiyuan.,...&Yan, Xiaodong.(2016).Using multi-model ensembles to improve the simulated effects of land use/cover change on temperature: a case study over northeast China.CLIMATE DYNAMICS,46(3-4),765-778. |
MLA | Zhang, Xianliang,et al."Using multi-model ensembles to improve the simulated effects of land use/cover change on temperature: a case study over northeast China".CLIMATE DYNAMICS 46.3-4(2016):765-778. |
个性服务 |
查看访问统计 |
相关权益政策 |
暂无数据 |
收藏/分享 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论