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| DOI | 10.1038/s41598-019-49278-8 |
| A Granger causality analysis of groundwater patterns over a half-century | |
| Singh, Nitin K.; Borrok, David M. | |
| 发表日期 | 2019 |
| ISSN | 2045-2322 |
| 卷号 | 9 |
| 英文摘要 | Groundwater depletion in many areas of the world has been broadly attributed to irrigation. However, more formal, data-driven, causal mechanisms of long-term groundwater patterns have not been assessed. Here, we conducted the first Granger causality analysis to identify the "causes" of groundwater patterns using the rice-producing parishes of Louisiana, USA, as an example. Trend analysis showed a decline of up to 6 m in groundwater level over 51 years. We found that no single cause explained groundwater patterns for all parishes. Causal linkages were noted between groundwater and area harvested, number of irrigation wells, summer precipitation totals, and drought. Bi-directional linkages were noted between groundwater and rice yield, suggesting feedback between both time series. Causal linkages were absent between groundwater and many drivers where significant correlations were noted, highlighting the importance of using robust causal relationships over illusive correlations to detect the cause. These results advance our understanding of groundwater dynamics and can reveal a key connection between food and groundwater. |
| WOS研究方向 | Science & Technology - Other Topics |
| 来源期刊 | SCIENTIFIC REPORTS
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| 文献类型 | 期刊论文 |
| 条目标识符 | http://gcip.llas.ac.cn/handle/2XKMVOVA/102781 |
| 作者单位 | Missouri Univ Sci & Technol, Geosci & Geol & Petr Engn, Rolla, MO 65409 USA |
| 推荐引用方式 GB/T 7714 | Singh, Nitin K.,Borrok, David M.. A Granger causality analysis of groundwater patterns over a half-century[J],2019,9. |
| APA | Singh, Nitin K.,&Borrok, David M..(2019).A Granger causality analysis of groundwater patterns over a half-century.SCIENTIFIC REPORTS,9. |
| MLA | Singh, Nitin K.,et al."A Granger causality analysis of groundwater patterns over a half-century".SCIENTIFIC REPORTS 9(2019). |
| 条目包含的文件 | 条目无相关文件。 | |||||
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