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土地利用和覆盖对中国松原市浅层地下水质量的影响:多元统计分析。

Impact of land use and cover on shallow groundwater quality in Songyuan city, China: A multivariate statistical analysis.

机构信息

Geotechnical Research Institute, College of Civil and Transportation, Hohai University, Nanjing 210098, China.

College of Earth Sciences and Engineering, Hohai University, Nanjing 210098, China.

出版信息

Environ Pollut. 2022 Aug 15;307:119532. doi: 10.1016/j.envpol.2022.119532. Epub 2022 May 27.

Abstract

The utilization and development of land resources is an important process in which human activities affect groundwater quality. However, the impact of land use on groundwater chemical composition has complex multiple relationships, and is affected by the scale of the buffer zone. Based on these problems, this study used correlation analysis (CA) and principal component analysis (PCA) to discuss the mechanism of the effect of land use/land cover (LULC) on the hydrochemical composition of groundwater in Songyuan City. Samples were divided into two groups, i.e., quaternary unconfined aquifer (0-30 m) and quaternary confined aquifer (30-100 m). By comparing the variation trends of the correlation coefficient and cumulative variance interpretation rate of PCA in different buffer ranges, it was found that the optimal buffer range was 3000 m. Cropland had the greatest impact on groundwater hydrochemistry in the city. The transformation of natural landscapes (such as saline‒alkaline alkali land and grassland) to cropland inhibited salt accumulation in groundwater. This finding is noteworthy since few studies have involved areas where saline‒alkaline land is widely distributed. Compared with CA results, PCA results emphasized the deterioration of groundwater quality by agricultural pollution. Moreover, agricultural pollutants such as NO and K were accumulated in areas where cropland transitioned to natural landscapes such as grassland and water bodies. Considering that wide lakes and rivers provide the drainage area for irrigation water in the study area, the groundwater quality in the surrounding area was affected by the contaminated surface water. The multiple interaction relationship between LULC and hydrochemistry was further confirmed by the combination of principal component scores.

摘要

土地资源的利用和开发是人类活动影响地下水质量的一个重要过程。然而,土地利用对地下水化学组成的影响具有复杂的多重关系,并受缓冲区规模的影响。基于这些问题,本研究采用相关分析(CA)和主成分分析(PCA)来探讨土地利用/土地覆盖(LULC)对松原市地下水水化学组成影响的机制。样品分为两组,即第四系无压含水层(0-30 m)和第四系承压含水层(30-100 m)。通过比较不同缓冲区范围内 PCA 相关系数和累积方差解释率的变化趋势,发现最佳缓冲区范围为 3000 m。耕地对城市地下水水化学的影响最大。将自然景观(如盐碱地和草地)转化为耕地,抑制了地下水盐分的积累。这一发现值得注意,因为很少有研究涉及到广泛分布盐碱地的地区。与 CA 结果相比,PCA 结果强调了农业污染对地下水水质的恶化。此外,农业污染物如 NO 和 K 在耕地向草地和水体等自然景观转化的地区积累。考虑到宽阔的湖泊和河流为研究区灌溉水提供了排水区,周围地区的地下水水质受到受污染地表水的影响。通过主成分得分的组合,进一步证实了 LULC 和水化学之间的多重相互作用关系。

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