Detection of the nonlinear response of vegetation to terrestrial water storage changes in central Asian endorheic basins
文献类型：期刊论文
| 作者 | Yu, Zongxu1,2; Zhang, Yichi1,2; Wang, Ping1,2; Yu, Jingjie1,2; Wang, Tianye3; Shi, Shangyu4,5 |
| 刊名 | ECOLOGICAL INDICATORS
 |
| 出版日期 | 2023-10-01 |
| 卷号 | 154页码:15 |
| ISSN号 | 1470-160X |
| 关键词 | Endorheic basin TWSA NDVI Nonlinear response Causality relationship test |
| DOI | 10.1016/j.ecolind.2023.110901 |
| 通讯作者 | Zhang, Yichi(zhangych@lreis.ac.cn) |
| 英文摘要 | The terrestrial water storage anomaly (TWSA) is an important parameter for assessing the land water budget, and it interacts well with terrestrial ecosystems via complex hydrological processes. Recently, the decline in central Asian terrestrial water storage (TWS) has threatened the health of local ecosystems. Therefore, it is of great significance to adopt an efficient approach to explore and identify the nonlinear relationship between two important indicators, i.e., the TWSA and normalized difference vegetation index (NDVI) in the arid central Asian endorheic basins. In this study, we analysed the long-term trends of the TWSA and NDVI, and identified the lag month (1 month) as the optimal moving window of the nonlinear Granger causality test embedded in random forest to detect the nonlinear NDVI change response of NDVI changes in vegetation to the TWSA from 2003 to 2015. There are decreasing trends in TWSAs over approximately 81.7% of the study area and the NDVI generally decreased resulting in approximately 36% vegetation browning in the study area. The nonlinear Granger uni-directional causes of the TWSA were responsible for 97.9% of the NDVI variation in the study area considering the optimal response time for moving windows. The causes of vegetation browning in the central Asian Aral Sea basin and vegetation greening in the basins of Northwest China could be mostly explained by the changes in TWS. Our findings contribute to understanding the nonlinear causal linkages between vegetation and the TWSA in endorheic basins, and these findings provide insights for obtaining terrestrial water consumption patterns and water resource management under the joint influence of climate change and human activities. |
| WOS关键词 | TARIM RIVER-BASIN ; LOWER HEIHE RIVER ; CLIMATE-CHANGE ; INTERANNUAL VARIABILITY ; GROUNDWATER DYNAMICS ; GLOBAL EVALUATION ; LAND ; CHINA ; TRENDS ; COVER |
| 资助项目 | Strategic Priority Research Program of the Chinese Academy of Sciences[XDA20040302] ; National Natural Science Foundation of China (NSFC)[42071042] ; National Natural Science Foundation of China (NSFC)[41877165] ; Natural Science Foundation of Henan[222300420327] ; Key Research Projects of Henan Higher Edu-cation Institutions[22A170020] |
| WOS研究方向 | Biodiversity & Conservation ; Environmental Sciences & Ecology |
| 语种 | 英语 |
| 出版者 | ELSEVIER |
| WOS记录号 | WOS:001077427000001 |
| 资助机构 | Strategic Priority Research Program of the Chinese Academy of Sciences ; National Natural Science Foundation of China (NSFC) ; Natural Science Foundation of Henan ; Key Research Projects of Henan Higher Edu-cation Institutions |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/198327]  |
| 专题 | 中国科学院地理科学与资源研究所 |
| 通讯作者 | Zhang, Yichi |
| 作者单位 | 1.Chinese Acad Sci, Key Lab Water Cycle & Related Land Surface Proc, Inst Geog Sci & Nat Resources Res, 11A Datun Rd, Beijing 100101, Peoples R China 2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 3.Zhengzhou Univ, Sch Water Conservancy & Transportat, 100 Science Ave, Zhengzhou 450001, Peoples R China 4.Northwest A&F Univ, Inst Soil & Water Conservat, State Key Lab Soil Eros & Dryland Farming Loess Pl, 26 Xinong Rd, Yangling 712100, Shaanxi, Peoples R China 5.Chinese Acad Sci & Minist Water Resources, Inst Soil & Water Conservat, Xinong Rd 26, Yangling 712100, Shaanxi, Peoples R China |
| 推荐引用方式 GB/T 7714 | Yu, Zongxu,Zhang, Yichi,Wang, Ping,et al. Detection of the nonlinear response of vegetation to terrestrial water storage changes in central Asian endorheic basins[J]. ECOLOGICAL INDICATORS,2023,154:15. |
| APA | Yu, Zongxu,Zhang, Yichi,Wang, Ping,Yu, Jingjie,Wang, Tianye,&Shi, Shangyu.(2023).Detection of the nonlinear response of vegetation to terrestrial water storage changes in central Asian endorheic basins.ECOLOGICAL INDICATORS,154,15. |
| MLA | Yu, Zongxu,et al."Detection of the nonlinear response of vegetation to terrestrial water storage changes in central Asian endorheic basins".ECOLOGICAL INDICATORS 154(2023):15. |
入库方式： OAI收割
来源：地理科学与资源研究所
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