A Bibliometric Analysis of Groundwater Access and Its Management: Making the Invisible Visible

Article Engineering, Civil

A Comparative Study of Artificial Intelligence Models and A Statistical Method for Groundwater Level Prediction

Mojtaba Poursaeid et al.

Summary: This study used artificial intelligence and mathematical models to predict groundwater levels in Iran. The results showed that the Extreme Learning Machine model was more accurate than other models.

WATER RESOURCES MANAGEMENT (2022)

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Review Engineering, Civil

Current status and future challenges of groundwater vulnerability assessment: A bibliometric analysis

Hanxiang Xiong et al.

Summary: This article conducts a global bibliometric analysis reviewing and looking ahead at groundwater vulnerability research, revealing the development status, challenges, and future directions, and providing relevant suggestions for sustainable groundwater management.

JOURNAL OF HYDROLOGY (2022)

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Review Computer Science, Information Systems

Mathematical and Machine Learning Models for Groundwater Level Changes: A Systematic Review and Bibliographic Analysis

Stephen Afrifa et al.

Summary: This study examines the application of machine learning and mathematical model techniques in predicting groundwater level changes. The study finds that machine learning methods have become more popular in recent years and achieve higher accuracies compared to mathematical model techniques.

FUTURE INTERNET (2022)

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Article Computer Science, Interdisciplinary Applications

Google Scholar, Microsoft Academic, Scopus, Dimensions, Web of Science, and OpenCitations' COCI: a multidisciplinary comparison of coverage via citations

Alberto Martin-Martin et al.

Summary: This study analyzed 3,073,351 citations found by six data sources in 252 subject categories, revealing differences in citation coverage among the sources. Google Scholar remains the most comprehensive source, while Microsoft Academic and Dimensions serve as good alternatives to Scopus and WoS in many subject categories.

SCIENTOMETRICS (2021)

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Article Engineering, Environmental

Management of plastic waste: A bibliometric mapping and analysis

Fabiula Danielli Bastos de Sousa

Summary: This study provides a comprehensive bibliometric mapping and analysis of plastic waste management, showing a significant increase in publications over the years and highlighting China's important role in this field. The main topic trends focus on plastic pollution and recycling, with a growing concern about the environmental impact of plastics.

WASTE MANAGEMENT & RESEARCH (2021)

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Article Environmental Sciences

An Automated Approach to Groundwater Quality Monitoring-Geospatial Mapping Based on Combined Application of Gaussian Process Regression and Bayesian Information Criterion

Dmitrii Shadrin et al.

Summary: This study emphasizes the importance of sustainable environmental management and proposes a method for constructing a water quality index and spatial prediction map using machine learning techniques. The approach was validated on actual groundwater quality data, showing better performance compared to traditional Kriging models and highlighting its potential for predicting the spatial distribution of natural resource properties.

WATER (2021)

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Article Engineering, Civil

Investigating groundwater vulnerability variation under future abstraction scenarios to estimate optimal pumping reduction rates

Ilias Siarkos et al.

Summary: Groundwater vulnerability varies over time due to changes in groundwater levels caused by pumping reduction. This study introduces a novel approach to estimate the optimal pumping reduction rate in over-exploited and contaminated aquifers by considering the relationship between vulnerability change and pumping reduction. The methodology involves a dynamic approach using a GIS-based DRASTIC model and groundwater flow model, leading to the estimation of an optimal reduction rate of 16.4% based on regression analysis.

JOURNAL OF HYDROLOGY (2021)

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Article Green & Sustainable Science & Technology