Woocay Arturo, Walton John
Environmental Science and Engineering, University of Texas at El Paso, El Paso, TX 79968, USA.
Ground Water. 2008 May-Jun;46(3):437-49. doi: 10.1111/j.1745-6584.2007.00404.x. Epub 2008 Jan 9.
Multivariate statistical methods (MSMs) applied to ground water chemistry provide valuable insight into the main hydrochemical species, hydrochemical processes, and water flowpaths important to ground water evolution. The MSMs of principal component factor analysis (FA) and k-means cluster analysis (CA) were sequentially applied to major ion chemistry from 211 different ground water-sampling locations in the Amargosa Desert. The FA reduces the number of variables describing the system and finds relationships between major ions. The CA of the reduced system produced objective hydrochemical facies, which are independent of, but in good agreement with, lithological data. The derived factors and hydrochemical facies are innovatively presented on biplots, revealing composition of hydrochemical processes and facies, and overlaid on a digital elevation model, displaying flowpaths and interactions with geologic and topographic features in the region. In particular, a distinct ground water chemical signature is observed beneath and surrounding the extended flowpath of Fortymile Wash, presenting some contradiction to contemporary water levels along with potential interaction with a fault line. The signature surrounding the ephemeral Fortymile Wash is believed to represent the relic of water that infiltrated during past pluvial periods when the amount of runoff in the wash was significantly larger than during the current drier period. This hypothesis and aforementioned analyses are supported by the examination of available chloride, oxygen-18, hydrogen-2, and carbon-14 data from the region.
应用于地下水化学的多元统计方法(MSMs)能为对地下水演化至关重要的主要水化学物质、水化学过程及水流路径提供有价值的见解。主成分因子分析(FA)和k均值聚类分析(CA)这两种多元统计方法被依次应用于阿马戈萨沙漠211个不同地下水采样点的主要离子化学数据。因子分析减少了描述该系统的变量数量,并找出了主要离子之间的关系。对简化系统进行的聚类分析产生了客观的水化学相,这些水化学相与岩性数据无关,但却与之高度吻合。推导得出的因子和水化学相以双标图的形式创新呈现,揭示了水化学过程和相的组成,并叠加在数字高程模型上,展示了该地区的水流路径以及与地质和地形特征的相互作用。特别是,在四十英里干河延伸的水流路径之下及周边观察到了独特的地下水化学特征,这与当代水位存在一些矛盾之处,同时可能与一条断层线存在相互作用。围绕季节性的四十英里干河的这种特征被认为代表了过去多雨时期渗入的水的遗迹,当时该干河的径流量比当前较干旱时期要大得多。对该地区现有的氯、氧-18、氢-2和碳-14数据的研究支持了这一假设及上述分析。