Digital inclusive finance is a new pattern of financial development, and has been considered to be an effective means to promote the green economy. Therefore, exploring the relationship between digital inclusive finance and green economy is essential for sustainable development in China. This study evaluated Chinese provincial green economy using the China Provincial digital inclusive finance index, which is divided into three dimensions: breadth of coverage, depth of usage, and digitization level. Furthermore, we used multiple linear regression, spatial measurement, and mediation effect models to analyze the influence of provincial digital inclusive finance on green economy in China. The results revealed that digital inclusive finance can significantly improve the green economy. In addition, the impact of digital inclusive finance has spillover effects on the green economy, and the digital inclusive finance in a region can have significant impact on green economy in the surrounding areas. Breadth of coverage was found to be a direct mechanism for the effect of digital inclusive finance on green economy. The consumption structure of urban and rural residents plays an intermediary role between digital inclusive finance and green economy. Digital inclusive finance can promote the greening of residents’ consumption structure, and thus affect the greening of the economy.
Numerical simulation has emerged as a cost-effective strategy for addressing groundwater contamination challenges, a field that has witnessed remarkable advancements in recent decades. Despite this progress, a systematic review synthesizing the existing body of research is notably absent. To bridge this gap, we present the first holistic systematic review spanning 30 years of global groundwater pollution simulation studies, based on 1059 publications analyzed through bibliometric methods. Our study aims to dissect the knowledge structure, track research developments, and pinpoint frontier topics to guide future scholarly endeavors. Moving beyond traditional summaries, we quantitatively identified the spatiotemporal performance of research themes, including the most prolific publications, contributing institutions, renowned authors, and influential journals. Utilizing a comparative approach, we visually analyzed and mapped highly cooperative countries, domain disciplines, productive keywords, and research hotspots. Among the findings, China emerges as a leading contributor, considering the total publications, institutions, and core researchers involved. While conventional topics such as groundwater transport and nonpoint pollution continue to be prioritized, there is a growing emphasis on heavy metal, surrogate models, and climate change to meet evolving global environmental challenges. This research offers valuable insights for scholars, executives, and professionals, facilitating the development of economically and environmentally sustainable strategies to tackle groundwater pollution issues.