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
- Gosling, S.N.; Arnell, N.W. A global assessment of the impact of climate change on water scarcity. Clim. Change 2016. [Google Scholar] [CrossRef]
- Osman Elasha, B. Mapping of Climate Change Threats and Human Development Impacts in the Arab Region. Arab Human Development Report. UNDP Arab Dev. Rep. Res. Pap. 2010. [Google Scholar]
- Albritton, D.L.; Dokken, D.J. World Bank Climate Change 2001: Synthesis report. Choice Rev. Online 2001, 409. [Google Scholar] [CrossRef]
- Tol, R.S.J. The economic impacts of climate change. Rev. Environ. Econ. Policy 2018. [Google Scholar] [CrossRef]
- Trenberth, K.E. The Impact of Climate Change and Variability on Heavy Precipitation, Floods, and Droughts. Encycl. Hydrol. Sci. 2008. [Google Scholar] [CrossRef]
- Pradhan, P.; Parajuli, U.N.; Khanal, R.C. Framework for effectiveness and resilience of small-and medium-scale irrigation systems in Nepal. Gov. Nepal 2017. [Google Scholar]
- FAO; IFAD; UNICEF; WFP; WHO. Food Security and Nutrition in the World the State of Building Climate Resilience for Food Security and Nutrition; FAO: Rome, Italy, 2018; ISBN 9789251305713. [Google Scholar]
- Below, R.; Wallemacq., P. Annual Disaster Statistical Review 2018; Centre for Research on the Epidemiology of Disasters: Brussels, Belgium, 2018. [Google Scholar]
- Migration, I.O. World Migration Report 2020 (Full Report). International Organization for Migration: Geneva, Switzerland, 2019; ISBN 1561-5502. [Google Scholar]
- Schewe, J.; Heinke, J.; Gerten, D.; Haddeland, I.; Arnell, N.W.; Clark, D.B.; Dankers, R.; Eisner, S.; Fekete, B.M.; Colón-González, F.J.; et al. Multimodel assessment of water scarcity under climate change. Proc. Natl. Acad. Sci. USA 2014. [Google Scholar] [CrossRef]
- Oki, T.; Agata, Y.; Kanae, S.; Saruhashi, T.; Musiake, K. Global water resources assessment under climatic change in 2050 using TRIP. IAHS Publ. 2003, 280, 10. [Google Scholar]
- Mendelsohn, R. The impact of climate change on agriculture in developing countries. J. Nat. Resour. Policy Res. 2008. [Google Scholar] [CrossRef]
- Dinar, A.; Hassan, R.; Mendelsohn, R.; Benhin, J. Climate Change and Agriculture in Africa: Impact Assessment and Adaptation Strategies; Earthscan: London, UK, 2012; ISBN 9781849770767. [Google Scholar]
- Khadra, R.; Sagardoy, J.A. Irrigation Governance Challenges in the Mediterranean Region: Learning from Experiences and Promoting Sustainable Performance; Springer International Publishing: New York City, NY, USA, 2019. [Google Scholar]
- FAO. World Agriculture: Towards 2015/2030; Earthscan Publications Ltd: London, UK, 2002; ISBN 9251047618. [Google Scholar]
- Folke, C.; Biggs, R.; Norström, A.V.; Reyers, B.; Rockström, J. Social-ecological resilience and biosphere-based sustainability science. Ecol. Soc. 2016. [Google Scholar] [CrossRef]
- Walker, B.; Holling, C.S.; Carpenter, S.R.; Kinzig, A. Resilience, adaptability and transformability in social-ecological systems. Ecol. Soc. 2004. [Google Scholar] [CrossRef]
- Boltz, F.; LeRoy Poff, N.; Folke, C.; Kete, N.; Brown, C.M.; St. George Freeman, S.; Matthews, J.H.; Martinez, A.; Rockström, J. Water is a master variable: Solving for resilience in the modern era. Water Secur. 2019, 8, 100048. [Google Scholar] [CrossRef]
- Rockström, J.; Steffen, W.; Noone, K.; Persson, Å.; Chapin, F.S.; Lambin, E.F.; Lenton, T.M.; Scheffer, M.; Folke, C.; Schellnhuber, H.J.; et al. A safe operating space for humanity. Nature 2009, 461, 472–475. [Google Scholar] [CrossRef]
- Folke, C. Resilience: The emergence of a perspective for social-ecological systems analyses. Glob. Environ. Chang. 2006. [Google Scholar] [CrossRef]
- Folke, C.; Carpenter, S.R.; Walker, B.; Scheffer, M.; Chapin, T.; Rockström, J. Resilience thinking: Integrating resilience, adaptability and transformability. Ecol. Soc. 2010. [Google Scholar] [CrossRef]
- Stakhiv, E.Z. Pragmatic approaches for water management under climate change uncertainty. J. Am. Water Resour. Assoc. 2011. [Google Scholar] [CrossRef]
- Sawassi, A.; Khadra, R.; Lamaddalena, N. Assessing the correlation between service flexibility and the cost of modernized large-scale pressurized irrigation systems: A perspective of resilience. Irrig. Sci. 2021. [Google Scholar] [CrossRef]
- Fletcher, S.; Lickley, M.; Strzepek, K. Learning about climate change uncertainty enables flexible water infrastructure planning. Nat. Commun. 2019. [Google Scholar] [CrossRef]
- Guo, Y.M.; Huang, Z.L.; Guo, J.; Li, H.; Guo, X.R.; Nkeli, M.J. Bibliometric analysis on smart cities research. Sustainability 2019, 11, 3606. [Google Scholar] [CrossRef]
- Pauna, V.H.; Buonocore, E.; Renzi, M.; Russo, G.F.; Franzese, P.P. The issue of microplastics in marine ecosystems: A bibliometric network analysis. Mar. Pollut. Bull. 2019, 149, 110612. [Google Scholar] [CrossRef]
- Xu, Z.; Yu, D. A Bibliometrics analysis on big data research (2009–2018). J. Data Inf. Manag. 2019. [Google Scholar] [CrossRef]
- Li, W.; Zhao, Y. Bibliometric analysis of global environmental assessment research in a 20-year period. Environ. Impact Assess. Rev. 2015. [Google Scholar] [CrossRef]
- Huai, C.; Chai, L. A bibliometric analysis on the performance and underlying dynamic patterns of water security research. Scientometrics 2016. [Google Scholar] [CrossRef]
- Clarivate Analytics. Available online: https://images.webofknowledge.com//WOKRS535R111/help/WOS/hp_related_records.html (accessed on 12 January 2021).
- Van Eck, N.J.; Waltman, L. VOSviwer Manual version 1.6.10. CWTS Meaningful Metrics: Leiden, The Netherlands, 2019. [Google Scholar]
- Haasnoot, M.; Kwakkel, J.H.; Walker, W.E.; ter Maat, J. Dynamic adaptive policy pathways: A method for crafting robust decisions for a deeply uncertain world. Glob. Environ. Chang. 2013. [Google Scholar] [CrossRef]
- Erfani, T.; Pachos, K.; Harou, J.J. Real-Options Water Supply Planning: Multistage Scenario Trees for Adaptive and Flexible Capacity Expansion Under Probabilistic Climate Change Uncertainty. Water Resour. Res. 2018. [Google Scholar] [CrossRef]
- Wall, T.A.; Walker, W.E.; Marchau, V.A.W.J.; Bertolini, L. Dynamic adaptive approach to transportation-infrastructure planning for climate change: San-Francisco-Bay-Area case study. J. Infrastruct. Syst. 2015. [Google Scholar] [CrossRef]
- Christiansen, L.; Olhoff, A.; Trærup, S. Technologies for Adaptation: Perspectives and Practical Experiences; UNEP Risoe Centre: Roskilde, Denmark, 2011; Volume 53, ISBN 9788578110796. [Google Scholar]
- Technology Excecutive Committee (TEC). In Technologies for Adaptation in the Water Sector; UN: San Francisco, CA, USA, 2014; p. 12.
- Dewar, J.A.; Builder, C.H.; Hix, W.M.; Levin, M.H. Assumption-Based Planning; A Planning Tool for Very Uncertain Times. RAND CORP SANTA MONICA: Santa Monica, CA, USA, 1993. [Google Scholar]
- Walker, W.E.; Rahman, S.A.; Cave, J. Adaptive policies, policy analysis, and policy-making. Eur. J. Oper. Res. 2001. [Google Scholar] [CrossRef]
- Lempert, R.J.; Bankes, S.C.; Popper, S.W. Shaping the Next One Hundred Years; Rand Publishing: Santa Monica, CA, USA, 2003; ISBN 0833032755. [Google Scholar]
- Kasprzyk, J.R.; Nataraj, S.; Reed, P.M.; Lempert, R.J. Many objective robust decision making for complex environmental systems undergoing change. Environ. Model. Softw. 2013. [Google Scholar] [CrossRef]
- Smet, K.S.M. Engineering Options: A Proactive Planning Approach for Aging Water Resource Infrastructure under Uncertainty; Harvard University Library, Office for Scholarly Communication: Cambridge, MA, USA, 2017. [Google Scholar]
- Maier, H.R.; Guillaume, J.H.A.; van Delden, H.; Riddell, G.A.; Haasnoot, M.; Kwakkel, J.H. An uncertain future, deep uncertainty, scenarios, robustness and adaptation: How do they fit together? Environ. Model. Softw. 2016. [Google Scholar] [CrossRef]
- Haasnoot, M.; van ’t Klooster, S.; van Alphen, J. Designing a monitoring system to detect signals to adapt to uncertain climate change. Glob. Environ. Chang. 2018. [Google Scholar] [CrossRef]
- Al-Omari, A.; Salman, A.; Karablieh, E. The Red Dead Canal project: An adaptation option to climate change in Jordan. Desalin. Water Treat. 2014, 52, 2833–2840. [Google Scholar] [CrossRef]
- Almazroui, M.; Şen, Z.; Mohorji, A.M.; Islam, M.N. Impacts of Climate Change on Water Engineering Structures in Arid Regions: Case Studies in Turkey and Saudi Arabia. Earth Syst. Environ. 2019, 3, 43–57. [Google Scholar] [CrossRef]
- Amamou, H.; Sassi, M.B.; Aouadi, H.; Khemiri, H.; Mahouachi, M.; Beckers, Y.; Hammami, H. Climate change-related risks and adaptation strategies as perceived in dairy cattle farming systems in Tunisia. Clim. Risk Manag. 2018, 20, 38–49. [Google Scholar] [CrossRef]
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 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
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