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DOI10.1038/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
ISSN2045-2322
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
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).
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