Global S&T Development Trend Analysis Platform of Resources and Environment
DOI | 10.1029/2018JD029036 |
Vegetation-Climate Interactions on the Loess Plateau: A Nonlinear Granger Causality Analysis | |
Kong, Dongxian1; Miao, Chiyuan1; Duan, Qingyun1; Lei, Xiaohui2; Li, Hu3 | |
2018-10-16 | |
发表期刊 | JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
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ISSN | 2169-897X |
EISSN | 2169-8996 |
出版年 | 2018 |
卷号 | 123期号:19页码:11068-11079 |
文章类型 | Article |
语种 | 英语 |
国家 | Peoples R China |
英文摘要 | In this study, we used a multiyear normalized difference vegetation index data set (1981-2015), and corresponding data sets for observed climatic factors, to investigate vegetation-climate interactions on the Loess Plateau using an innovative nonlinear Granger causality approach. From eight selected local near-surface climate factors, we found that the diurnal temperature range, precipitation, and relative humidity were the dominant climate factors influencing the variability of vegetation on the plateau, Granger causing changes in vegetation over 26%, 49%, and 23% of the plateau, respectively. The reverse causality analysis showed that all of the climate factors except precipitation and sunshine hours were sensitive to normalized difference vegetation index on the Loess Plateau. Taken together, these results suggest that there is indeed an interaction between the local climate and changes in vegetation on the Loess Plateau. |
领域 | 气候变化 |
收录类别 | SCI-E |
WOS记录号 | WOS:000448374800017 |
WOS关键词 | PRECIPITATION FEEDBACKS ; SURFACE-ROUGHNESS ; UNITED-STATES ; TIME-SERIES ; CHINA ; COVER ; TEMPERATURE ; ATMOSPHERE ; FORCINGS ; FORESTS |
WOS类目 | Meteorology & Atmospheric Sciences |
WOS研究方向 | Meteorology & Atmospheric Sciences |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://119.78.100.173/C666/handle/2XK7JSWQ/32522 |
专题 | 气候变化 |
作者单位 | 1.Beijing Normal Univ, Fac Geog Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing, Peoples R China; 2.China Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing, Peoples R China; 3.Chinese Acad Agr Sci, Key Lab Agr Nonpoint Source Pollut Control, Minist Agr, Inst Agr Resources & Reg Planning, Beijing, Peoples R China |
推荐引用方式 GB/T 7714 | Kong, Dongxian,Miao, Chiyuan,Duan, Qingyun,et al. Vegetation-Climate Interactions on the Loess Plateau: A Nonlinear Granger Causality Analysis[J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES,2018,123(19):11068-11079. |
APA | Kong, Dongxian,Miao, Chiyuan,Duan, Qingyun,Lei, Xiaohui,&Li, Hu.(2018).Vegetation-Climate Interactions on the Loess Plateau: A Nonlinear Granger Causality Analysis.JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES,123(19),11068-11079. |
MLA | Kong, Dongxian,et al."Vegetation-Climate Interactions on the Loess Plateau: A Nonlinear Granger Causality Analysis".JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES 123.19(2018):11068-11079. |
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