Assessment of karst water quality and analysis of pollution sources with a projection pursuit algorithm in Jinan spring area, China

Abstract

Karst water is one of the main drinking water sources in North China. The single factor method and projection pursuit algorithm (PPA) are employed to assess the karst water quality of the Baotu spring area in Jinan. The water quality distribution pattern, its causes, and the main groundwater pollution sources are analyzed. The water quality evaluation results of the PPA model are more reliable than those of the single factor method because the PPA model comprehensively considers the weight and correlation of various factors. The water quality of the study area is generally excellent, but the NO3− index content is high. In recent years, the water quality grades have been mainly class II ∼ class IV. The driving factors of water quality evolution are not only human activities, including artificial recharge, but also natural factors, such as carbonate mineral dissolution. These factors control both the distribution and evolution trend of water quality. Urban nonpoint sources have a significant impact on groundwater quality. Based on the current water quality situation, it is urgent to strengthen protection of the ecological environment in the southern recharge area of the spring region and the water quality control in the western region.

Assessing karst landscape degradation based on the void development of karst aquifers in Gunungsewu, Indonesia

“…Karst landscape degradation has escalated due to a variety of human activities, including extensive agricultural land use. Chemical-containing fertilizers and pesticides are used; rainwater leaches these substances and flows through sinkholes and ponors into subsurface river systems (Yu et al, 2022). The karst aquifer system's development naturally controls the occurrence of sinkholes and ponors.…”

Anthropogenic activity effect on water quality of epikarst spring in the western part of Gunungsewu Karst Area, Java Island, Indonesia

“…In order to prevent it, it is necessary to periodically test the water quality of karst aquifer water sources (Merk et al, 2020;Marín et al, 2021;Yu et al, 2022). Unfortunately, the lack of awareness by policymakers regarding land management directives gradually increases the process of pollution in karst aquifer locations, even though groundwater susceptibility studies have been carried out on pollution in several karst aquifer locations (Ravbar and Šebela, 2015;Xanke et al, 2020;Pradana et al, 2022).…”