井渠结合灌溉对地下水时空分布及空间相关性影响OA
Impacts of Combining Well Irrigation and Canal Irrigation on the Spatiotemporal Distribution and Spatial Correlation of Groundwater
石津灌区东部长期采用井、渠结合的灌溉模式,为明确灌溉活动对地下水的时空分布及空间相关性影响,选取研究区2018-2023年深、浅层共64眼监测井的地下水埋深数据进行了空间插值,分析灌区深、浅层地下水的年际和年内的演变规律,以及降雨和灌溉活动对地下水埋深时空变化的影响.结果表明:①普通克里金(高斯函数)插值精度最高,是最适合石津灌区东部地下水分析的插值模型.②从空间变化趋势看研究区浅层地下水埋深总体上表现为北低南高的特征,呈现由北部向四周逐渐升高的趋势;而深层地下水埋深总体上表现为东南低,西北高,呈现由东南向西北逐渐升高的分布特征.从时间尺度看,2018-2023年,研究区浅层地下水埋深呈增大趋势,平均埋深增加1.36 m;深层地下水埋深呈减小趋势,平均埋深减小2.5 m.③研究区浅层地下水以咸水为主,地下水埋深年内动态受降雨量周期影响,咸水区平均变幅1.42 m,淡水区18.91 m;深层为非承压淡水,地下水埋深动态由人工开采活动驱动,最大变幅27.58 m.两者年内动态均呈显著季节性协变特征,变化趋势高度同步:1-2月自然状态下地下水埋深较浅,3-6月人工开采活动使地下水位持续降至最低,7-9月随降雨补给、开采程度降低,地下水埋深减小,10-12月趋于平稳.④高斯模型参数中的块金值与基台值的比值反映深、浅地下水埋深在1、2、12月份具有中等空间相关性,地下水余月份具有强空间相关性,且深层地下水空间相关性强于浅层地下水.这种空间相关性变动,与人工开采地下水过程具有高度关联性,开采强度越强,空间相关性越强,反之亦然.
The eastern Shijin Irrigation District has long employed a conjunctive well-canal irrigation model.To investigate the impacts of irrigation activities on the spatiotemporal distribution and spatial correlation of groundwater,this study analyzed groundwater depth data from 64 monitoring wells(covering both deep and shallow aquifers)during 2018-2023 using spatial interpolation techniques.The research focused on elucidating the interannual and intra-annual evolution patterns of deep and shallow groundwater in the irrigation area,along with evaluating the influences of rainfall and irrigation practices on spatiotemporal groundwater depth variations.Key findings include:①Ordinary Kriging with a Gaussian function demonstrated superior interpolation accuracy,establishing it as the optimal model for groundwater analysis in the eastern Shijin Irrigation District.② Spatially,shallow groundwater depth generally exhibited lower values in the north and higher values in the south,showing a gradual increase from north outward.Deep groundwater depth displayed an opposite pattern,with lower values in the southeast and higher values in the northwest,increasing gradually from southeast to northwest.Temporally,during 2018-2023,shallow groundwater depth showed an increasing trend with an average rise of 1.36 m,while deep groundwater depth demonstrated a decreasing trend with an average reduction of 2.5 m.③ Shallow groundwater in the study area is predominantly brackish,with its intra-annual dynamics significantly influenced by rainfall cycles,showing average fluctuations of 1.42 m in brackish zones and 18.91 m in freshwater zones.Deep groundwater consists of unconfined freshwater,with its dynamics primarily driven by pumping activities,exhibiting a maximum fluctuation of 27.58 m.Both aquifers displayed remarkable seasonal co-variation and highly synchronized patterns:groundwater levels remained relatively high under natural conditions during January-February,progressively declined to their lowest levels due to intensive pumping from March to June,recovered during July-September with rainfall recharge and reduced extraction,and stabilized from October to December.④ Analysis of Gaussian model parameters through the nugget-to-sill ratio revealed moderate spatial correlation for both deep and shallow groundwater depths in January,February,and December,with strong spatial correlation observed during the remaining months.Deep groundwater consistently exhibited stronger spatial correlation than shallow groundwater.These spatial correlation patterns showed strong association with groundwater extraction processes,where intensified pumping correlated with enhanced spatial correlation,and vice versa.
张运鑫;周佳明;于颖多;丁占稳
河北工程大学水利水电学院,河北 邯郸 056038||河北省智慧水利重点实验室,河北 邯郸 056038||水资源智慧调控与综合管理省部共建协同创新中心,河北 邯郸 056038河北工程大学水利水电学院,河北 邯郸 056038||中国水利水电科学研究院,北京 100048||河北省智慧水利重点实验室,河北 邯郸 056038||水资源智慧调控与综合管理省部共建协同创新中心,河北 邯郸 056038中国水利水电科学研究院,北京 100048河南省地矿建设工程(集团)有限公司,河南 郑州 450007
农业科技
石津灌区地下水埋深空间插值空间相关性
Shijin Irrigation Districtgroundwater depthspatial interpolationspatial correlation
《节水灌溉》 2026 (5)
32-39,8
国家重点研发计划项目(2023YFD1900804)河北省水利发展资金项目(IWHR-05041501).
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