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A bibliometric review of vegetation response to climate change

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Abstract

Global assessment of vegetation response to climate change (VRCC) studies was conducted to reveal the research evolution, current research hotspots and better understanding of dominant themes in VRCC areas of research from 1992 to 2019 through the use of bibliometrics. A total of 186 articles with the search term “Vegetation response to Climate change” were retrieved using the Web of Science (WOS) database. The annual growth rate of 10.3% connotes that research on VRCC has been increasing over time during the survey period. Average citations per article experienced many fluctuations over the years rather than maintaining the same growth rate, which connotes that this field of research reached was unstable in terms of average total citation per document. Results show that China ranked first followed by the USA and the UK, and this shows the dominance of these countries on VRCC studies over the years in review. Results from corresponding authors’ nationalities show that multiple-country publications are relatively low compared to articles from single-country publications which showed a dominant trend. Hence, we can infer that most studies on VRCC were sustained by single-country publications. Results from this study revealed top-cited articles, the top global distribution of documents, academic collaboration, most relevant keywords and Word TreeMap of high-frequency keywords. The findings of this study show that “temperature” is in a central position in all keywords with the largest significant appearance in the field. In conclusion, the findings from this study may be applicable for planning and managing vegetation and forest ecosystem research and provide hints for future development.

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Data availability

Data used in this study are available on request. Requests for access to these data should be made to Gbenga Abayomi Afuye [afuyeabayomi@gmail.com].

References

  • Afuye GA, Ojeh VN (2017) Temporal variations in ambient carbon monoxide concentrations between weekdays and weekends in Akure Central Business District, South West Nigeria. Phys Sci Int J:1–12

  • Afuye GA, Ojeh VN, Okunlola BA, Adejokun VF (2018) Heat-sum calculation in forecasting maize phenological stages and harvesting date in Lagos South West, Nigeria. J Geogr Environ Earth Sci Int:1–12

  • Afuye GA, Kalumba AM, Orimoloye IR (2021) Characterisation of vegetation response to climate change: a review. Sustainability 2021(13):7265

    Google Scholar 

  • Aria M, Cuccurullo C (2017) bibliometrix: an R-tool for comprehensive science mapping analysis. Journal of Informetrics 11(4):959–975 11(4), Elsevier

    Google Scholar 

  • Aria M, Misuraca M, Spano M (2020) Mapping the evolution of social research and data science on 30 years of social indicators research. Soc Indic Res:1–29. https://doi.org/10.1007/s11205-020-02281-3

  • Alexander LV (2016) Global observed long-term changes in temperature and precipitation extremes: A review of progress and limitations in IPCC assessments and beyond. Weather and Climate Extremes 11:4–16

    Google Scholar 

  • Busayo ET, Kalumba AM, Afuye GA, Ekundayo OY, Oriomoloye IR (2020) Assessment of the Sendai framework for disaster risk reduction studies since 2015. International Journal of Disaster Risk Reduction: 101906

  • Chen K, Zhang Y, Fu X (2019) International research collaboration: an emerging domain of innovation studies? Res Policy 48(1):149–168

    CAS  Google Scholar 

  • Cramer W, Bondeau A, Woodward FI, Prentice IC, Betts RA, Brovkin V, Young-Molling C (2001) Global response of terrestrial ecosystem structure and function to CO2 and climate change: results from six dynamic global vegetation models. Glob Chang Biol 7(4):357–373

    Google Scholar 

  • Crate BSA, Einarsson N, Ford JD, Lahsen M, Paolisso M, Schlee G, Crate SA (2008) Gone the bull of winter? Grappling with the cultural implications of and anthropology's role (s) in global climate change. Curr Anthropol 49(4):569–595

    Google Scholar 

  • Cobo MJ, López-Herrera AG, Herrera-Viedma E, Herrera F (2011) An approach for detecting, quantifying, and visualizing the evolution of a research field: a practical application to the fuzzy sets theory field. Journal of Informetrics 5(1):146–166

    Google Scholar 

  • Dale VH (1997) The relationship between land-use change and climate change. Ecol Appl 7(3):753–769

    Google Scholar 

  • de Jong R, Verbesselt J, Schaepman ME, De Bruin S (2012) Trend changes in global greening and browning: contribution of short-term trends to longer-term change. Global Change Biol 18(2):642–655

    Google Scholar 

  • D’Odorico P, Bhattachan A, Davis KF, Ravi S, Runyan CW (2013) Global desertification: drivers and feedbacks. Adv Water Resour 51:326–344

    Google Scholar 

  • Dubey A, Malla MA, Khan F, Chowdhary K, Yadav S, Kumar A, Khan ML (2019) Soil microbiome: a key player for conservation of soil health under changing climate. Biodivers Conserv 28(8-9):2405–2429. https://doi.org/10.1007/s10531-019-01760-5

    Article  Google Scholar 

  • Ekundayo TC, Okoh AI (2018) A global bibliometric analysis of Plesiomonas-related research (1990–2017). PLoS ONE 13(11):e0207655

    Google Scholar 

  • Ellegaard O, Wallin JA (2015) The bibliometric analysis of scholarly production: how great is the impact? Scientometrics 105(3):1809–1831

    Google Scholar 

  • Estoque RC, Togawa T, Ooba M, Gomi K, Nakamura S, Hijioka Y, Kameyama Y (2019) A review of quality of life (QOL) assessments and indicators: towards a “QOL-Climate” assessment framework. Ambio 48(6):619–638

    Google Scholar 

  • Elango B, Rajendran P (2012) Authorship trends and collaboration pattern in the marine sciences literature: a scientometric study. International Journal of Information Dissemination and Technology 2(3):166–169

    Google Scholar 

  • Fedderke JW, Goldschmidt M (2015) Does massive funding support of researchers work?: evaluating the impact of the South African research chair funding initiative. Res Policy 44(2):467–482

    Google Scholar 

  • Forster S, Kuhlmann B, Lindenschmidt KE, Bronstert A (2008) Assessing flood risk for a rural detention area. Nat Hazards Earth Syst Sci 8(311–322):2008

    Google Scholar 

  • Huang J, Tang J, Qu Y, Zhang L, Zhou Y, Bao S, Mu D (2016) Mapping the knowledge structure of neonatal hypoxic-ischemic encephalopathy over the past decade: a co-word analysis based on keywords. J Child Neurol 31(6):797–803

    Google Scholar 

  • Hou W, Gao J, Wu S, Dai E (2015) Interannual variations in growing-season NDVI and its correlation with climate variables in the southwestern karst region of China. Remote Sens 7(9):11105–11124

    Google Scholar 

  • Hoffman MT (1997) Human impacts on vegetation. In: Cowling RM, Richardson DM, Pierce SM (eds) Vegetation of southern Africa. Cambridge University Press, Cambridge, pp 507–534

    Google Scholar 

  • IPPC (2014) Climate change 2014–impacts, adaptation and vulnerability: regional aspects. Cambridge University Press

    Google Scholar 

  • Jetz W, Wilcove DS, Dobson AP (2007) Projected impacts of climate and land-use change on the global diversity of birds. PLoS Biol 5:1211–1219

    CAS  Google Scholar 

  • Kogan F, Salazar L, Roytman L (2012) Forecasting crop production using satellite based vegetation health indices in Kansas, USA. Int J Remote Sens 33(9):2798–2814

    Google Scholar 

  • Komljenovic D, Gaha M, Abdul-Nour G, Langheit C, Bourgeois M (2016) Risks of extreme and rare events in asset management. Safety Science 88:129–145

    Google Scholar 

  • Koseoglu MA (2016) Growth and structure of authorship and co-authorship network in the strategic management realm: evidence from the strategic management journal. BRQ Business Research Quarterly 19(3):153–170

    Google Scholar 

  • Kouw M, Petersen AC (2018) Diplomacy in action: Latourian politics and the intergovernmental panel on climate change. Sci Technol Stud 31(1):52–68

    Google Scholar 

  • Leitinger G, Tasser E, Newesely C, Obojes N, Tappeiner U (2010) Seasonal dynamics of surface runoff in mountain grassland ecosystems differing in land use. J Hydrol 385(1-4):95–104

    Google Scholar 

  • Li J, Wang MH, Ho YS (2011) Trends in research on global climate change: a science citation index expanded-based analysis. Global Planet Chang 77:13e20

    Google Scholar 

  • Li W, Zhao Y (2015) Bibliometric analysis of global environmental assessment research in a 20-year period. Environ Impact Assess Rev 50:158–166

    Google Scholar 

  • Mishra AK, Singh VP, Jain SK (2010) Impact of global warming and climate change on social development. J Comp Soc Welf 26(2-3):239–260

    Google Scholar 

  • Orimoloye IR, Ololade OO (2020) Potential implications of gold-mining activities on some environmental components: a global assessment (1990 to 2018). Journal of King Saud University-Science 32(4):2432–2438

    Google Scholar 

  • Orimoloye IR, Ololade OO (2021) Global trends assessment of environmental health degradation studies from 1990 to 2018. Environ Dev Sustain (3):3251–3264

  • Pan N, Feng X, Fu B, Wang S, Ji F, Pan S (2018) Increasing global vegetation browning hidden in overall vegetation greening: insights from time-varying trends. Remote Sens Environ. 214:59–72.

    Google Scholar 

  • Pricope NG, Husak G, Lopez-Carr D, Funk C, Michaelsen J (2013) The climate population nexus in the East African Horn: emerging degradation trends in rangeland and pastoral livelihood zones. Global Environ Chang 23(6):1525–1541

    Google Scholar 

  • Sarto F, Cuccurullo C, Aria M (2014) Exploring healthcare governance literature: systematic review and paths for future research.:61–80

  • Seppelt R, Dormann CF, Eppink FV, Lautenbach S, Schmidt S (2011) A quantitative review of ecosystem service studies: approaches, shortcomings and the road ahead. J Appl Ecol 48(3):630–636

    Google Scholar 

  • Sivakumar MVK (2006) Interactions between climate and desertification. World Meteorological Organization, Geneva. Received 23 March 2005

    Google Scholar 

  • Shukla PR, Skea J, Calvo Buendia E, Masson-Delmotte V, Pörtner HO, Roberts DC, Malley J (2019) IPCC, 2019: Climate change and land: an IPCC special report on climate change, desertification, land degradation, sustainable land management, food security, and greenhouse gas fluxes in terrestrial ecosystems. 2019 (eds.). In press. 34, p. 874

  • Tan J, Fu HZ, Ho YS (2014) A bibliometric analysis of research on proteomics in science citation index expanded. Scientometrics. 98:1473–1490

    Google Scholar 

  • Turner LR, Alderman K, Connell D, Tong S (2013) Motivators and barriers to incorporating climate change-related health risks in environmental health impact assessment. Int J Environ Res Public Health 10(3):1139–1151

    Google Scholar 

  • Tucker CJ, Slayback DA, Pinzon JE, Los SO, Myneni RB, Taylor MG (2001) Higher northern latitude normalized difference vegetation index and growing season trends from 1982 to 1999. Int J Biometeorol 45(4):184–190

    CAS  Google Scholar 

  • United Nations (2015) The Paris Agreement under the United Nations Framework Convention on Climate Change (UNFCCC).

    Google Scholar 

  • Wang MH, Li J, Ho YS (2011) Research articles published in water resources journals:a bibliometric analysis. Desalin Water Treat. 28:353–365

  • Wang Z, Huang Z, Li J, Zhong R, Huang W (2016) Assessing impacts of meteorological drought on vegetation at catchment scale in China based on SPEI and NDVI. Transactions of the Chinese Society of Agricultural Engineering 32(14):177–186

    CAS  Google Scholar 

  • Wang J, Wang P, Qin Q, Wang H (2017) The effects of land subsidence and rehabilitation on soil hydraulic properties in a mining area in the Loess Plateau of China. Catena 159:51–59

    Google Scholar 

  • Wang Z, Zhao Y, Wang B (2018) A bibliometric analysis of climate change adaptation based on massive research literature data. J Clean Prod 199:1072–1082

    Google Scholar 

  • Walther GR (2010) Community and ecosystem responses to recent climate change. Philos Trans R Soc B Biol Sci 365(1549):2019–2024

    Google Scholar 

  • Walz Y, Min A, Dall K, Duguru M, de Leon JCV, Graw V, Post J (2020) Monitoring progress of the Sendai Framework using a geospatial model: the example of people affected by agricultural droughts in Eastern Cape, South Africa. Progress in Disaster Science Jan 1; 5, p. 100062

  • Wei YM, Yuan XC, Wu G, Yang LX (2014) Climate change risk assessment: a bibliometric analysis based on Web of Science. Bulletin of National Natural Science Foundation of China 28(5):347–356

    Google Scholar 

  • Wheeler SM (2013) Planning for sustainability: creating livable, equitable and ecological communities. Routledge, New York, p 424

    Google Scholar 

  • Wu D, Zhao X, Liang S, Zhou T, Huang K, Tang B, Zhao W (2015)Time-lag effects of global vegetation responses to climate change. Global change Biol 21(9):3520–3531

    Google Scholar 

  • Xie H, Zhang Y, Wu Z, Lv T (2020) A bibliometric analysis on land degradation: current status, development, and future directions. Land 9(1):28

    Google Scholar 

  • Yevide AS, Wu B, Khan AS, Zeng Y, Liu J (2016) Bibliometric analysis of ecosystem monitoring-related research in Africa: implications for ecological stewardship and scientific collaboration. Int J Sustain Dev World Ecol 23(5):412–422

    Google Scholar 

  • Xiao J, Moody A (2005) Geographical distribution of global greening trends and their climatic correlates: 1982–1998. Int J Remote Sens 26(11):2371–2390

    Google Scholar 

  • Zhang J, Yu Q, Zheng F, Long C, Lu Z, Duan Z (2016) Comparing keywords plus of WOS and author keywords: a case study of patient adherence research. J Assoc Inf Sci Technol 67(4):967–972

    Google Scholar 

  • Zhang Y, Zhang Y, Shi K, Yao X (2017) Research development, current hotspots, and future directions of water research based on MODIS images: A critical review with a bibliometric analysis. Environ Sci Pollut Res 24(18):15226–15239

    CAS  Google Scholar 

  • Zhang L, Gong J, Zhang Y (2018) A review of ecosystem services: a bibliometric analysis based on Web of Science. Acta Ecologica Sinica. 36:5967–5977

    Google Scholar 

  • Zhang X, Estoque RC, Xie H, Murayama Y, Ranagalage M (2019) Bibliometric analysis of highly cited articles on ecosystem services. PLoS ONE 14:e0210707

    CAS  Google Scholar 

  • Zhao Y, Yu Z, Chen F, Zhang J, Yang B (2009) Vegetation response to Holocene climate change in monsoon-influenced region of China. Earth Sci Rev 97(1-4):242–256

    Google Scholar 

  • Zhuang Y, Liu X, Nguyen T, He Q, Hong S (2013) Global remote sensing research trends during 1991–2010: a bibliometric analysis. Scientometrics 96(1):203–219

    Google Scholar 

  • Zipper CE, Burger JA, Skousen JG, Angel PN, Barton CD, Davis V, Franklin JA (2011) Restoring forests and associated ecosystem services on appalachian. Coal Surf Mines Environ Manag 47:751–765

    Google Scholar 

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Acknowledgements

The bibliometric data used in this study are from the Web of Science (WOS) Core Collection database from 1992 to 2019 and derived from the Science Citation Index Expanded (SCI-E), Social Sciences Citation Index (SSCI), and Arts and Humanities Citation Index (AHCI) by Thomson Reuters (Philadelphia, USA). The authors are grateful to the Govan Mbeki Research and Development Centre (GMRDC), University Fort Hare, South Africa, for the funding of this research and for creating an enabling environment for research.

Funding

This research received funding from Govan Mbeki Research and Development Centre (GMRDC), University Fort Hare, Alice, Eastern Cape Province, South Africa.

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Gbenga Abayomi Afuye conceptualized and wrote the methodology and the first draft of the paper. Ahmed Mukalazi Kalumba and Israel Ropo Orimoloye supervised the study. Emmanuel Tolulope Busayo reviewed and edited the paper.

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Correspondence to Gbenga Abayomi Afuye.

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Afuye, G.A., Kalumba, A.M., Busayo, E.T. et al. A bibliometric review of vegetation response to climate change. Environ Sci Pollut Res 29, 18578–18590 (2022). https://doi.org/10.1007/s11356-021-16319-7

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