Nowadays, the impact of climate change on the global mean sea level variations is becoming an important issue to the researchers and policy makers as a general concern about environmental degradation is making their way into global policy agenda. That is why, in this paper the principal purpose has been made to investigate the dynamic cointegration and causality relationships between global mean sea level (GMSL) and its determinants. Also another purpose has been made to examine empirically the short-run and long-run effects of climate change, carbon dioxide emissions, energy consumption, trade openness and urbanization on global mean sea level based on the time series data from 1970-2019. From the Augmented Dickey-Fuller (ADF), Phillips-Perron (PP) and Kwiatkowski-Phillips-Schmidt-Shin (KPSS) tests results it is found that all the variables are integrated of order one i.e. I(1). From the bounds test approach, it is found that there exits only one cointegration relationship when GMSL is the dependent variable. From the Granger causality test results of VEC model, it is found that the short-run unidirectional causalities are running from carbon dioxide emissions and energy consumption to global mean sea level, from energy consumption and trade openness to carbon dioxide emissions and from trade openness to energy consumption. It has also been found that the error correction term is statistically significant at any significance level when global mean sea level is treated as endogenous variable indicating that there exists a long-run relationship among the variables in the form of Equation (1). It has also been found that in the short-run the variables temperature, carbon dioxide emissions, and urbanization have significant positive effects while energy consumption and trade openness have significant negative effects on global mean sea level at any significance level. The coefficient of ECM (-1) is statistically significant at any significance level, indicates that speed of adjustment for short-run to research in the long-run equilibrium is statistically significant and within the first year, when global mean sea level is above or below its equilibrium level, it adjusts 66.52%. It has also been found that in the long-run the variables temperature, carbon dioxide emissions, and urbanization have significant positive effects on global mean sea level at any significance level but the variable energy consumption has significant negative effects at 5% significance level. It is also found that over time higher temperature, and carbon dioxide emissions will
References
[1]
Anthoff, D., Nicholls, R. J., & Richard, S. J. T. (2010). The Economic Impact of Substantial Sea Level Rise. Mitigation and Adaptation Strategies for Global Change, 15, 321-335. https://doi.org/10.1007/s11027-010-9220-7
[2]
Asian Development Bank (ADB) (2013). The Economics of Climate Change in the Pacific. Asian Development Bank.
[3]
Borensztein, E., De Gregorio, J., & Lee, J. W. (1998). How Does FDI Affect Economic Growth? Journal of International Economics, 45, 115-135. https://doi.org/10.1016/S0022-1996(97)00033-0
[4]
Burke, M., Hsiang, S. M., & Miguel, E. (2015). Global Non-Linear Effect of Temperature on Economic Production. Nature, 527, 235-239. https://doi.org/10.1038/nature15725
[5]
Church, J. A., & Neil, J. W. (2011). Sea Level Rise from the Late 19th to the Early 21st Century. Surveys in Geophysics, 32, 585-602. https://doi.org/10.1007/s10712-011-9119-1
[6]
Church, J. A., Clark, P. U., Cazenave, A., Gregory, J. M., Jevrejeva, S., Levermann, A. et al. (2013). Sea-Level Rise by 2100. Science, 342, 1445. https://doi.org/10.1126/science.342.6165.1445-a
[7]
Dell, M., Jones, B. F., & Benjamin, A. O. (2012). Temperature Shocks and Economic Growth: Evidence from the Last Half Century. American Economic Journal: Macroeconomics, 4, 66-95. https://doi.org/10.1257/mac.4.3.66
[8]
Diaz, D. B. (2016). Estimating Global Damages from Sea Level Rise with the Coastal Impact and Adaptation Model (CIAM). Climatic Change, 137, 143-156. https://doi.org/10.1007/s10584-016-1675-4
[9]
Ebru, K., Ian, R. Y., Ranasinghe, R., Muis, S., Nicholls, R. J., Lincke, D., & Hinkel, J. (2020). Projections of Global-Scale Extreme sea Levels and Resulting Episodic Coastal Flooding over the 21st Century. Scientific Report, 10, Article No. 11629. https://doi.org/10.1038/s41598-020-67736-6
[10]
Ericson, J. P., Charles, J., Vorosmarty, S., Lawrence, D., Larry, G. W., & Michel, M. (2006). Effective Sea Level Rise and Deltas: Causes of Change and Human Dimension Implications. Global Planet Change, 50, 63-82. https://doi.org/10.1016/j.gloplacha.2005.07.004
[11]
Frederikse, T., Landerer, F., Caron, L., Adhikari, S., Parkes, D., Humphrey, W. V., Dangendoff, S., Hogarth, P., Zanna, L., Cheng, L., & Wu, Y.-H. (2020). The Causes of Sea-Level Rise since 1900. Nature, 584, 393-397. https://doi.org/10.1038/s41586-020-2591-3
[12]
Granger, C. W. J., & Newbold, P. (1974). Spurious Regression in Econometrics. Journal of Econometrics, 2, 111-120. https://doi.org/10.1016/0304-4076(74)90034-7
[13]
Hallegatte, S. (2012). A Framework to Investigate the Economic Growth Impact of Sea Level Rise. Environmental Research Letters, 7, Article ID: 015604. https://doi.org/10.1088/1748-9326/7/1/015604
[14]
Horton, B. P., Khan, N. S., Cahill, N., Lee, J. S. H., Shaw, T. A., Garner, A. J. et al. (2020). Estimating Global Mean Sea-Level Rise and Its Uncertainties by 2100 and 2300 from an Expert Survey. NPJ Climate and Atmospheric Science, 3, Article No. 18. https://doi.org/10.1038/s41612-020-0121-5
[15]
Marcos, M., & Woodworth, P. L. (2017). Spatiotemporal Changes in Extreme Sea Levels along the Coasts of the North Atlantic and the Gulf of Mexico: Extreme Sea Level Changes. Journal of Geophysical Research: Oceans, 122, 7031-7048. https://doi.org/10.1002/2017JC013065
[16]
Milne, G. A., Gehrels, W. R., Hughes, C. W., & Tamisiea, M. E. (2009). Identifying the Causes of Sea-Level Change. Nature Geoscience, 2, 471-478. https://doi.org/10.1038/ngeo544
[17]
Narayan, P. K. (2005). The Saving and Investment Nexus for China: Evidence from Cointegration Tests. Applied Economics, 37, 1979-1990. https://doi.org/10.1080/00036840500278103
[18]
Nerem, R. S., Beckley, B. D., Fasullo, J. T., Hamlington, D. B., Masters, D., & Mitchum, G. T. (2018). Climate-Change-Driven Accelerated Sea-Level Rise Detected in the Altimeter Era. Proceedings of the National Academy of Sciences of the United States of America, 115, 2022-2025. https://doi.org/10.1073/pnas.1717312115
[19]
Nicholls, R. J., & Cazenave, A. (2010). Sea-Level Rise and Its Impact on Coastal Zones. Science, 328, 1517-1520. https://doi.org/10.1126/science.1185782
[20]
Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bound Testing Approaches to the Analysis of Level Relationships. Journal of Applied Econometrics, 16, 289-326. https://doi.org/10.1002/jae.616
[21]
Phillips, P. C. B., & Perron, P. (1987). Testing for a Unit Root in Time Series Regression. Biometrika, 75, 335-346. https://doi.org/10.1093/biomet/75.2.335
[22]
Rhein, M., Rintoul, S. R., Aoki, S., Campos, E., Chambers, D., Feely, R. A., Gulev, S., Johnson, G. C., Josey, S. A., Kostianoy, A. et al. (2013). Observations: Ocean. In T. F. Stocker, D. Qin, G.-K. Plattner, M. Tignor, S. K. Allen, J. Boschung, A. Nauels, Y. Xia, V. Bex, & P. M. Midgley (Eds.), Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change (pp. 255-315). Cambridge University Press.
[23]
Ruben, C. A., & Minsoo, L. (2017). Impacts of Sea Level Rise on Economic Growth in Developing Asia. ADB Economic Working Paper Series, No. 507, Asian Development Bank.
[24]
Stock, J. H., & Watson, M. W. (1988). Testing for Common Trends. Journal of the American Statistical Association, 83, 1097-1107. https://doi.org/10.1080/01621459.1988.10478707
[25]
Vitousek, S., Barnard, P., Fletcher, C., Frazer, N., Erikson, L., & Storlazzi, C. D. (2017). Doubling of Coastal Flooding Frequency within Decades Due to Sea-Level Rise. Scientific Reports, 7, Article No. 1399. https://doi.org/10.1038/s41598-017-01362-7
[26]
Vousdoukas, M. I., Mentaschi, L., Voukouvalas, E., Verlaan, M., Jevrejeva, S., Jackson, L. P. et al. (2018). Global Probabilistic Projections of Extreme Sea Levels Show Intensification of Coastal Flood Hazard. Nature Communications, 9, Article No. 2360. https://doi.org/10.1038/s41467-018-04692-w
[27]
Woodworth, P. L., Hunter, J. R., Marcos, M., Caldwell, P., Menendez, M., & Haigh, I. (2017). Towards a Global Higher-Frequency Sea Level Dataset. Geoscience Data Journal, 3, 50-59. https://doi.org/10.1002/gdj3.42