地表水灌溉水库提高了高压含水层地下水的采收率。

IF 2.3 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES
Joshua M Blackstock, Obembe Odipo, Aaron M Shew, Michele L Reba, Joseph M Massey, Phillip R Owens, Christopher D Delhom
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引用次数: 0

摘要

阿肯色州东部灌溉农田面积的扩大导致了洼地锥体的形成,并为阿肯色州的密西西比河流域冲积含水层(MRVA)创造了关键的地下水区域。为此,在大草原临界地下水区(GPCGA)实施了利用地表水水库灌溉以提高地下水采收率的策略,但该策略的效果尚不清楚。我们利用公开可用的卫星图像和地理空间计算资源来估计GPCGA:(1)使用监督分类模型估计耕地和潜在用于灌溉的非耕地的总地表水面积;(2)使用双向固定效应(FE)模型估计地表水面积对地下水深度-水测量的因果效应。结果表明,与已知地表水储层相比,混沌矩阵的预测精度在97.1% ~ 98.7%之间。农田地表水水库对地表水深度的因果效应表明,在给定的生长季节,地表水面积增加100公顷的流域,平均地表水深度测量值减少约0.4米或3.3%。深度到水测量的最大减少发生在那些覆盖在区域凹陷锥上的流域,证实了以前的地下水模拟实验。我们注意到,不同规格的有限元模型表现出类似的效果,表明有限元模型的鲁棒性。虽然将耕地转化为地表水水库会产生经济影响,但地表水水库为MRVA和其他重应力含水层提供了可行的地下水保护策略和地下水资源恢复工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Surface water irrigation reservoirs improve groundwater recovery in a heavily stressed aquifer.

Expansion of irrigated cropland area in eastern Arkansas has led to the formation of regional cones of depression and creation of critical groundwater areas for the Mississippi River Valley alluvial aquifer (MRVA) in Arkansas. In response, use of surface water reservoirs for irrigation in the Grand Prairie critical groundwater area (GPCGA) has been implemented toward improving groundwater recovery, but effects of this strategy are unclear. We leverage publicly available satellite imagery and geospatial computational resources to estimate in GPCGA: (1) total surface water area on cropland and non-cropland potentially used for irrigation using a supervised classification model and (2) causal effect of surface water area on groundwater depth-to-water measurements using a two-way fixed effects (FE) model. We show persistent surface water area can be accurately predicted with confusion matrix accuracy ranging from 97.1% to 98.7% compared with known surface water reservoirs. Causal effect of cropland surface water reservoirs on depth-to-groundwater shows an approximate 0.4 m or 3.3% decrease in mean depth-to-water measurements for a given growing season for watersheds with a 100 ha increase in surface water area. Greatest reductions in depth-to-water measurements occur in those watersheds overlying regional cones of depression, corroborating previous groundwater simulation experiments. We note that alternate specifications of FE model exhibited similar effects, indicating FE model robustness. While conversion of arable land to surface water reservoirs incurs economic impacts, surface water reservoirs present a viable groundwater conservation strategy and tool for groundwater resource recovery for MRVA and other heavily stressed aquifers.

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来源期刊
Journal of environmental quality
Journal of environmental quality 环境科学-环境科学
CiteScore
4.90
自引率
8.30%
发文量
123
审稿时长
3 months
期刊介绍: Articles in JEQ cover various aspects of anthropogenic impacts on the environment, including agricultural, terrestrial, atmospheric, and aquatic systems, with emphasis on the understanding of underlying processes. To be acceptable for consideration in JEQ, a manuscript must make a significant contribution to the advancement of knowledge or toward a better understanding of existing concepts. The study should define principles of broad applicability, be related to problems over a sizable geographic area, or be of potential interest to a representative number of scientists. Emphasis is given to the understanding of underlying processes rather than to monitoring. Contributions are accepted from all disciplines for consideration by the editorial board. Manuscripts may be volunteered, invited, or coordinated as a special section or symposium.
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