Bibliometric Network Analysis of “Water Systems’ Adaptation to Climate Change Uncertainties”: Concepts, Approaches, Gaps, and Opportunities
Abstract
:1. Introduction
2. Data Source and Methodology
2.1. Data Acquisition
2.2. The Bibliometric Analysis
2.3. The Software
3. Results and Discussion
3.1. Trend Analysis
3.2. Citation Analysis of Journals
3.3. Co-Authorship Analysis
3.4. Co-Occurrence Keywords Analysis
3.4.1. The Water Dimensions, Concepts, and Scales
3.4.2. Water-Related Adaptive Approaches
3.5. Co-authorship Country Analysis
4. Conclusions and Recommendations
Author Contributions
Funding
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Types of Analyses | Description |
---|---|
(Authors and countries) Co-authorship | In co-authorship networks, researchers or countries are linked to each other based on the number of publications they have authored jointly. |
Journals Citation | In citation networks, two items are linked if at least one cites the other. |
Author’s Keywords Co-occurrence | The number of co-occurrences of two keywords is the number of publications in which both keywords occur together in the title, abstract, or keywords list. |
Term | Description |
---|---|
Item | The object of interest (e.g., publication, researcher, keyword, author). |
Link | Connection or relation between two items (e.g., co-occurrence of keywords). |
Link strength | The attribute of each link, expressed by a positive numerical value. In the case of the co-authorship link, the higher the value, the higher the number of publications the two researchers have co-authored. |
Network | Set of items connected by their links. |
Cluster | Sets of items included in a map. One item can belong only to one cluster. |
Number of links | The number of links between an item with other items. |
Total link strength | The cumulative strength of the links of an item with other items. |
Authors | Documents | University | Department |
---|---|---|---|
Singh, Vijay p | 36 | Texas A&M University, USA | Water Engineering department |
Xu, Chong-yu | 29 | University of Oslo, Japan | Dept of GeosciencesHydrology |
Liu, Pan | 20 | Southeast University, China | Dept of Transportation Engineering |
Xiong, Lihua | 18 | University of Ireland, Ireland | Dept of Hydrology and Water Resources Engineering |
Guo, Shengalian | 17 | Wuhan University, China | Laboratory of Water Resources and Hydropower Engineering Science |
Concepts | Number of Documents |
---|---|
Management practices | 51 |
Water governance | 31 |
Stakeholders’ participation | 10 |
Stakeholders’ engagement | 08 |
Integrated water management | 06 |
Country | Documents | Citations | Total Link Strength |
---|---|---|---|
USA | 1334 | 42,237 | 983 |
England | 341 | 14,900 | 550 |
Germany | 268 | 12,316 | 502 |
Netherlands | 307 | 12,643 | 494 |
China | 541 | 10,351 | 465 |
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Sawassi, A.; Khadra, R. Bibliometric Network Analysis of “Water Systems’ Adaptation to Climate Change Uncertainties”: Concepts, Approaches, Gaps, and Opportunities. Sustainability 2021, 13, 6738. https://doi.org/10.3390/su13126738
Sawassi A, Khadra R. Bibliometric Network Analysis of “Water Systems’ Adaptation to Climate Change Uncertainties”: Concepts, Approaches, Gaps, and Opportunities. Sustainability. 2021; 13(12):6738. https://doi.org/10.3390/su13126738
Chicago/Turabian StyleSawassi, Aymen, and Roula Khadra. 2021. "Bibliometric Network Analysis of “Water Systems’ Adaptation to Climate Change Uncertainties”: Concepts, Approaches, Gaps, and Opportunities" Sustainability 13, no. 12: 6738. https://doi.org/10.3390/su13126738
APA StyleSawassi, A., & Khadra, R. (2021). Bibliometric Network Analysis of “Water Systems’ Adaptation to Climate Change Uncertainties”: Concepts, Approaches, Gaps, and Opportunities. Sustainability, 13(12), 6738. https://doi.org/10.3390/su13126738