Climate Change and Energy Decision Aid Systems for the Case of Egypt

  • Aya Sedky Adly
Part of the Understanding Complex Systems book series (UCS)


Energy is always conserved, and it cannot be destroyed nor created; it can only be transformed from one form to another. Determining which forms are more useful is strongly influenced by climate change. Moreover, the growth of energy production and consumption is strongly affecting and being affected by the climate change in many aspects. In warmer countries, such as Egypt, climate change is expected to have an even larger impact on different energy forms demand. However, since economic, technical, and environmental energy concerns change from country to another, addressing the impact of both current climate and future climate changes on demand should be worked out by decision-makers in accordance with the country policies and geographical conditions. This work is concerned with how experts should best characterize such uncertainties for decision-makers of climate change scenarios including changes in mean climate characteristics as well as changes in the frequency and duration of weather events in Egypt. It also provides decision aid in developing climate action plans and selecting the most suitable mechanisms in correspondence to energy demands.


Egypt Climate change Energy Decision-making 


  1. Abdallah, M., Asfour, S., & Veziroglu, T. (1999). Solar–hydrogen energy system for Egypt. International Journal of Hydrogen Energy, 24, 505–517.CrossRefGoogle Scholar
  2. Abdulrahman, A. O., Huisingh, D., & Hafkamp, W. (2015). Sustainability improvements in Egypt’s oil & gas industry by implementation of flare gas recovery. Journal of Cleaner Production, 98, 116–122.CrossRefGoogle Scholar
  3. Acker, T. L., Williams, S. K., Duque, E. P., Brummels, G., & Buechler, J. (2007). Wind resource assessment in the state of Arizona: Inventory, capacity factor, and cost. Renewable Energy, 32, 1453–1466.CrossRefGoogle Scholar
  4. Ackermann, T., & Söder, L. (2002). An overview of wind energy-status 2002. Renewable and Sustainable Energy Reviews, 6, 67–127.CrossRefGoogle Scholar
  5. Agbossou, K., Kolhe, M., Hamelin, J., & Bose, T. K. (2004). Performance of a stand-alone renewable energy system based on energy storage as hydrogen. IEEE Transactions on Energy Conversion, 19, 633–640.CrossRefGoogle Scholar
  6. Agrawala, S., Moehner, A., El Raey, M., Conway, D., Van Aalst, M., Hagenstad, M., & Smith, J. (2004). Development and climate change in Egypt: Focus on coastal resources and the Nile. Paris: Organisation for Economic Co-operation and Development.Google Scholar
  7. Alamdari, P., Nematollahi, O., & Mirhosseini, M. (2012). Assessment of wind energy in Iran: A review. Renewable and Sustainable Energy Reviews, 16, 836–860.CrossRefGoogle Scholar
  8. Alamdari, P., Nematollahi, O., & Alemrajabi, A. A. (2013). Solar energy potentials in Iran: A review. Renewable and Sustainable Energy Reviews, 21, 778–788.CrossRefGoogle Scholar
  9. Apergis, N., & Payne, J. E. (2009). Energy consumption and economic growth in Central America: Evidence from a panel cointegration and error correction model. Energy Economics, 31, 211–216.CrossRefGoogle Scholar
  10. Arndt, C., & Thurlow, J. (2015). Climate uncertainty and economic development: Evaluating the case of Mozambique to 2050. Climatic Change, 130, 63–75.CrossRefGoogle Scholar
  11. Arndt, C., Robinson, S., & Willenbockel, D. (2011). Ethiopia’s growth prospects in a changing climate: A stochastic general equilibrium approach. Global Environmental Change, 21, 701–710.CrossRefGoogle Scholar
  12. Arndt, C., Chinowsky, P., Strzepek, K., & Thurlow, J. (2012). Climate change, growth and infrastructure investment: The case of Mozambique. Review of Development Economics, 16, 463–475.CrossRefGoogle Scholar
  13. Barbour, E., Wilson, I. G., Radcliffe, J., Ding, Y., & Li, Y. (2016). A review of pumped hydro energy storage development in significant international electricity markets. Renewable and Sustainable Energy Reviews, 61, 421–432.CrossRefGoogle Scholar
  14. Bates, B. (2009). Climate change and water: IPCC technical paper VI, World Health Organization.Google Scholar
  15. Beinat, E. (1997). Value functions for environmental management. Netherlands: Springer.zbMATHCrossRefGoogle Scholar
  16. Ben-Haim, Y. (2001). Information-gap decision theory: Decisions under severe uncertainty. London: Academic Press.zbMATHGoogle Scholar
  17. Bernstein, L., Bosch, P., Canziani, O., Chen, Z., Christ, R., & Riahi, K. (2008). IPCC, 2007: Climate change 2007: Synthesis report. IPCC.Google Scholar
  18. Berrang-Ford, L., Ford, J. D., & Paterson, J. (2011). Are we adapting to climate change? Global Environmental Change, 21, 25–33.CrossRefGoogle Scholar
  19. Biagini, B., Bierbaum, R., Stults, M., Dobardzic, S., & Mcneeley, S. M. (2014). A typology of adaptation actions: A global look at climate adaptation actions financed through the global environment facility. Global Environmental Change, 25, 97–108.CrossRefGoogle Scholar
  20. Bianchi, F. D., Mantz, R. J., & De Battista, H. (2007). The wind and wind turbines. London: Springer.CrossRefGoogle Scholar
  21. Boyle, G. (2004). Renewable energy. Renewable Energy, by Edited by Godfrey Boyle, pp. 456. Oxford University Press, May 2004. ISBN-10: 0199261784. ISBN-13: 9780199261789, 456.Google Scholar
  22. Brown, O., Hammill, A., & Mcleman, R. (2007). Climate change as the ‘new’ security threat: Implications for Africa. International Affairs, 83, 1141–1154.CrossRefGoogle Scholar
  23. Cairns, A. J. (2000). A discussion of parameter and model uncertainty in insurance. Insurance: Mathematics and Economics, 27, 313–330.zbMATHGoogle Scholar
  24. Campbell-Lendrum, D., & Corvalán, C. (2007). Climate change and developing-country cities: Implications for environmental health and equity. Journal of Urban Health, 84, 109–117.CrossRefGoogle Scholar
  25. Cancino-Solórzano, Y., Villicaña-Ortiz, E., Gutiérrez-Trashorras, A. J., & Xiberta-Bernat, J. (2010). Electricity sector in Mexico: Current status. Contribution of renewable energy sources. Renewable and Sustainable Energy Reviews, 14, 454–461.CrossRefGoogle Scholar
  26. Cancino-Solórzano, Y., Paredes-Sánchez, J. P., Gutiérrez-Trashorras, A. J., & Xiberta-Bernat, J. (2016). The development of renewable energy resources in the state of Veracruz, Mexico. Utilities Policy, 39, 1–4.CrossRefGoogle Scholar
  27. Celik, A. N. (2007). A techno-economic analysis of wind energy in southern Turkey. International Journal of Green Energy, 4, 233–247.CrossRefGoogle Scholar
  28. Change, C. (1995). Intergovernmental panel on climate change (IPCC). Cambridge: Cambridge University Press.Google Scholar
  29. Change, I. P. O. C. (2015). Climate change 2014: Mitigation of climate change. Cambridge: Cambridge University Press.Google Scholar
  30. Chu, S., & Majumdar, A. (2012). Opportunities and challenges for a sustainable energy future. Nature, 488, 294–303.CrossRefGoogle Scholar
  31. Conway, D. (1996). The impacts of climate variability and future climate change in the Nile Basin on water resources in Egypt. International Journal of Water Resources Development, 12, 277–296.CrossRefGoogle Scholar
  32. Conway, D., & Hulme, M. (1993). Recent fluctuations in precipitation and runoff over the Nile sub-basins and their impact on main Nile discharge. Climatic Change, 25, 127–151.CrossRefGoogle Scholar
  33. Conway, D., Krol, M., Alcamo, J., & Hulme, M. (1996). Future availability of water in Egypt: The interaction of global, regional, and basin scale driving forces in the Nile Basin. Ambio, 336–342.Google Scholar
  34. Costello, A., Abbas, M., Allen, A., Ball, S., Bell, S., Bellamy, R., Friel, S., Groce, N., Johnson, A., & Kett, M. (2009). Managing the health effects of climate change: Lancet and University College London Institute for Global Health Commission. The Lancet, 373, 1693–1733.CrossRefGoogle Scholar
  35. Council, W. E. (2017). Energy resources: Hydropower.Google Scholar
  36. Couture, T., & Gagnon, Y. (2010). An analysis of feed-in tariff remuneration models: Implications for renewable energy investment. Energy Policy, 38, 955–965.CrossRefGoogle Scholar
  37. Creutzig, F., Roy, J., Lamb, W. F., Azevedo, I. M., De Bruin, W. B., Dalkmann, H., Edelenbosch, O. Y., Geels, F. W., Grubler, A., & Hepburn, C. (2018). Towards demand-side solutions for mitigating climate change. Nature Climate Change, 8, 268.CrossRefGoogle Scholar
  38. Davis, S. J., & Caldeira, K. (2010). Consumption-based accounting of CO2 emissions. Proceedings of the National Academy of Sciences, 107, 5687–5692.CrossRefGoogle Scholar
  39. Davis, S. J., Caldeira, K., & Matthews, H. D. (2010). Future CO2 emissions and climate change from existing energy infrastructure. Science, 329, 1330–1333.CrossRefGoogle Scholar
  40. Di Baldassarre, G., Elshamy, M., Van Griensven, A., Soliman, E., Kigobe, M., Ndomba, P., Mutemi, J., Mutua, F., Moges, S., & Xuan, Y. (2011). Future hydrology and climate in the River Nile basin: A review. Hydrological Sciences Journal–Journal des Sciences Hydrologiques, 56, 199–211.CrossRefGoogle Scholar
  41. Dincer, I. (2000). Renewable energy and sustainable development: A crucial review. Renewable and Sustainable Energy Reviews, 4, 157–175.CrossRefGoogle Scholar
  42. Draper, D. (1995). Assessment and propagation of model uncertainty. Journal of the Royal Statistical Society. Series B (Methodological), 57, 45–97.MathSciNetzbMATHCrossRefGoogle Scholar
  43. Eckaus, R. S. (1992). Comparing the effects of greenhouse gas emissions on global warming. The Energy Journal, 25–35.Google Scholar
  44. Edenhofer, O., Pichs-Madruga, R., Sokona, Y., Seyboth, K., Matschoss, P., Kadner, S., Zwickel, T., Eickemeier, P., Hansen, G., & Schlömer, S. (2011). IPCC special report on renewable energy sources and climate change mitigation. Prepared by Working Group III of the intergovernmental panel on climate Change, Cambridge University Press, Cambridge, UK.Google Scholar
  45. Edwards, P. N. (2001). Representing the global atmosphere: Computer models, data, and knowledge about climate change. In C. A. Miller & P. N. Edwards (Eds.), Changing the atmosphere: Expert knowledge and environmental governance (pp. 31–36). Cambridge: MIT Press.Google Scholar
  46. El-Katiri, L. (2014). A roadmap for renewable energy in the Middle East and North Africa. Oxford Institute for Energy Studies. ISBN 978-1-907555-90-9 Google Scholar
  47. Ellabban, O., Abu-Rub, H., & Blaabjerg, F. (2014). Renewable energy resources: Current status, future prospects and their enabling technology. Renewable and Sustainable Energy Reviews, 39, 748–764.CrossRefGoogle Scholar
  48. El-Metwally, M. (2005). Sunshine and global solar radiation estimation at different sites in Egypt. Journal of Atmospheric and Solar-Terrestrial Physics, 67, 1331–1342.CrossRefGoogle Scholar
  49. Enkvist, P., Nauclér, T., & Rosander, J. (2007). A cost curve for greenhouse gas reduction. McKinsey Quarterly, 1, 34.Google Scholar
  50. Eom, H. B. (1989). The current state of multiple criteria decision support systems. Human Systems Management, 8, 113–119.Google Scholar
  51. Esso, L. J. (2010). Threshold cointegration and causality relationship between energy use and growth in seven African countries. Energy Economics, 32, 1383–1391.CrossRefGoogle Scholar
  52. Fahmy, M., Mahdy, M. M., & Nikolopoulou, M. (2014). Prediction of future energy consumption reduction using GRC envelope optimization for residential buildings in Egypt. Energy and Buildings, 70, 186–193.CrossRefGoogle Scholar
  53. Fankhauser, S., & Burton, I. (2011). Spending adaptation money wisely. Climate Policy, 11, 1037–1049.CrossRefGoogle Scholar
  54. Field, C. B., Barros, V. R., Dokken, D., Mach, K., Mastrandrea, M., Bilir, T., Chatterjee, M., Ebi, K., Estrada, Y., & Genova, R. (2014). IPCC, 2014: Climate change 2014: Impacts, adaptation, and vulnerability. Part A: Global and sectoral aspects. Contribution of Working Group II to the fifth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA.Google Scholar
  55. Fischer, C. (2008). Feedback on household electricity consumption: A tool for saving energy? Energy Efficiency, 1, 79–104.CrossRefGoogle Scholar
  56. Frondel, M., Ritter, N., Schmidt, C. M., & Vance, C. (2010). Economic impacts from the promotion of renewable energy technologies: The German experience. Energy Policy, 38, 4048–4056.CrossRefGoogle Scholar
  57. Garces, L. J., Liu, Y., & Bose, S. (2007). System and method for integrating wind and hydroelectric generation and pumped hydro energy storage systems. Google Patents.Google Scholar
  58. Garlappi, L., Uppal, R., & Wang, T. (2006). Portfolio selection with parameter and model uncertainty: A multi-prior approach. The Review of Financial Studies, 20, 41–81.CrossRefGoogle Scholar
  59. Genç, M. S., & Gökçek, M. (2009). Evaluation of wind characteristics and energy potential in Kayseri, Turkey. Journal of Energy Engineering, 135, 33–43.CrossRefGoogle Scholar
  60. Ghosh, S. (2002). Electricity consumption and economic growth in India. Energy Policy, 30, 125–129.CrossRefGoogle Scholar
  61. Gibelin, A.-L., & Déqué, M. (2003). Anthropogenic climate change over the Mediterranean region simulated by a global variable resolution model. Climate Dynamics, 20, 327–339.CrossRefGoogle Scholar
  62. Giddings, B., Hopwood, B., & O’Brien, G. (2002). Environment, economy and society: Fitting them together into sustainable development. Sustainable Development, 10, 187–196.CrossRefGoogle Scholar
  63. Giles, J. (2002). Scientific uncertainty: When doubt is a sure thing. Nature Publishing Group.
  64. Gleick, P. H. (1991). The vulnerability of runoff in the Nile Basin to climatic changes. Environmental Professional, 13, 66–73.Google Scholar
  65. Gökçek, M., Bayülken, A., & Bekdemir, Ş. (2007). Investigation of wind characteristics and wind energy potential in Kirklareli, Turkey. Renewable Energy, 32, 1739–1752.CrossRefGoogle Scholar
  66. Gölçek, M., Erdem, H. H., & Bayülken, A. (2007). A techno-economical evaluation for installation of suitable wind energy plants in Western Marmara, Turkey. Energy Exploration & Exploitation, 25, 407–427.CrossRefGoogle Scholar
  67. Gregory, J. Projections of sea level rise.Google Scholar
  68. Griffiths, S. (2013). Strategic considerations for deployment of solar photovoltaics in the Middle East and North Africa. Energy Strategy Reviews, 2, 125–131.CrossRefGoogle Scholar
  69. Grimm, A. M., Sahai, A. K., & Ropelewski, C. F. (2006). Interdecadal variations in AGCM simulation skills. Journal of Climate, 19, 3406–3419.CrossRefGoogle Scholar
  70. Grubb, M., Delay, T., Willan, C., & Counsell, T. (2009). Global carbon mechanisms: Emerging lessons and implications.Google Scholar
  71. Gualberti, G., Singer, C. E., & Bazilian, M. (2013). The capacity to spend development funds in the energy sector. Utilities Policy, 26, 36–44.CrossRefGoogle Scholar
  72. Gustavsson, L., Börjesson, P., Johansson, B., & Svenningsson, P. (1995). Reducing CO2 emissions by substituting biomass for fossil fuels. Energy, 20, 1097–1113.CrossRefGoogle Scholar
  73. Hansen, J., Sato, M., Ruedy, R., Lacis, A., & Oinas, V. (2000). Global warming in the twenty-first century: An alternative scenario. Proceedings of the National Academy of Sciences, 97, 9875–9880.CrossRefGoogle Scholar
  74. Hansen, J., Sato, M., Hearty, P., Ruedy, R., Kelley, M., Masson-Delmotte, V., Russell, G., Tselioudis, G., Cao, J., & Rignot, E. (2016). Ice melt, sea level rise and superstorms: Evidence from paleoclimate data, climate modeling, and modern observations that 2 C global warming could be dangerous. Atmospheric Chemistry and Physics, 16, 3761–3812.CrossRefGoogle Scholar
  75. Hartmann, H. C., Pagano, T. C., Sorooshian, S., & Bales, R. (2002). Confidence builders: Evaluating seasonal climate forecasts from user perspectives. Bulletin of the American Meteorological Society, 83, 683–698.CrossRefGoogle Scholar
  76. Hassaan, M., & Abdrabo, M. (2014). Stakeholder analysis: Nile Delta and climate Change. (ARCA) Alexandria Research Center for Adaptation to climate Change. Alexandria.Google Scholar
  77. Hastik, R., Basso, S., Geitner, C., Haida, C., Poljanec, A., Portaccio, A., Vrščaj, B., & Walzer, C. (2015). Renewable energies and ecosystem service impacts. Renewable and Sustainable Energy Reviews, 48, 608–623.CrossRefGoogle Scholar
  78. Hibbard, K. A., & Janetos, A. C. (2013). The regional nature of global challenges: A need and strategy for integrated regional modeling. Climatic Change, 118, 565–577.CrossRefGoogle Scholar
  79. Hoffert, M. I., Caldeira, K., Benford, G., Criswell, D. R., Green, C., Herzog, H., Jain, A. K., Kheshgi, H. S., Lackner, K. S., & Lewis, J. S. (2002). Advanced technology paths to global climate stability: Energy for a greenhouse planet. Science, 298, 981–987.CrossRefGoogle Scholar
  80. Holdren, J. P., Smith, K. R., Kjellstrom, T., Streets, D., Wang, X., & Fischer, S. (2000). Energy, the environment and health. New York: United Nations Development Programme.Google Scholar
  81. Hopwood, B., Mellor, M., & O’Brien, G. (2005). Sustainable development: Mapping different approaches. Sustainable Development, 13, 38–52.CrossRefGoogle Scholar
  82. Houghton, J. T., Ding, Y., Griggs, D., Noguer, M., Van Der Linden, P., Dai, X., Maskell, K. & Johnson, C. (2001). Contribution of Working Group I to the third assessment report of the intergovernmental panel on climate change. Climate change 2001: The scientific basis, 388.Google Scholar
  83. Ibrahim, S. M. (1985). Predicted and measured global solar radiation in Egypt. Solar Energy, 35, 185–188.CrossRefGoogle Scholar
  84. Jacobsson, S., Sandén, B., & Bångens, L. (2004). Transforming the energy system—The evolution of the German technological system for solar cells. Technology Analysis & Strategic Management, 16, 3–30.CrossRefGoogle Scholar
  85. Jain, P. (2011). Wind energy engineering. New York: McGraw-Hill.Google Scholar
  86. Kay, A., Davies, H., Bell, V., & Jones, R. (2009). Comparison of uncertainty sources for climate change impacts: Flood frequency in England. Climatic Change, 92, 41–63.CrossRefGoogle Scholar
  87. Kazem, H. A., & Chaichan, M. T. (2012). Status and future prospects of renewable energy in Iraq. Renewable and Sustainable Energy Reviews, 16, 6007–6012.CrossRefGoogle Scholar
  88. Kharin, V. V., & Zwiers, F. W. (2002). Climate predictions with multimodel ensembles. Journal of Climate, 15, 793–799.CrossRefGoogle Scholar
  89. Kraucunas, I., Clarke, L., Dirks, J., Hathaway, J., Hejazi, M., Hibbard, K., Huang, M., Jin, C., Kintner-Meyer, M., & Van Dam, K. K. (2015). Investigating the nexus of climate, energy, water, and land at decision-relevant scales: The platform for regional integrated modeling and analysis (PRIMA). Climatic Change, 129, 573–588.CrossRefGoogle Scholar
  90. Lashof, D. A., & Ahuja, D. R. (1990). Relative contributions of greenhouse gas emissions to global warming. Nature, 344, 529–531.CrossRefGoogle Scholar
  91. Laube, W., Schraven, B., & Awo, M. (2012). Smallholder adaptation to climate change: Dynamics and limits in northern Ghana. Climatic Change, 111, 753–774.CrossRefGoogle Scholar
  92. Lempert, R., Nakicenovic, N., Sarewitz, D., & Schlesinger, M. (2004). Characterizing climate-change uncertainties for decision-makers. An editorial essay. Climatic Change, 65, 1–9.CrossRefGoogle Scholar
  93. Lewis, J. I., & Wiser, R. H. (2007). Fostering a renewable energy technology industry: An international comparison of wind industry policy support mechanisms. Energy Policy, 35, 1844–1857.CrossRefGoogle Scholar
  94. Lombardi, P., Sokolnikova, T., Suslov, K., Voropai, N., & Styczynski, Z. (2016). Isolated power system in Russia: A chance for renewable energies? Renewable Energy, 90, 532–541.CrossRefGoogle Scholar
  95. Loulou, R., Goldstein, G., & Noble, K. (2004). Documentation for the MARKAL family of models. Energy Technology Systems Analysis Programme.Google Scholar
  96. Lu, X., McElroy, M. B., & Kiviluoma, J. (2009). Global potential for wind-generated electricity. Proceedings of the National Academy of Sciences, 106, 10933–10938.CrossRefGoogle Scholar
  97. Luickx, P. J., Delarue, E. D., & D’HAESELEER, W. D. (2008). Considerations on the backup of wind power: Operational backup. Applied Energy, 85, 787–799.CrossRefGoogle Scholar
  98. Mahmoud, A. H. A. (2011). An analysis of bioclimatic zones and implications for design of outdoor built environments in Egypt. Building and Environment, 46, 605–620.CrossRefGoogle Scholar
  99. Mannke, F. (2011). Key themes of local adaptation to climate change: Results from mapping community-based initiatives in Africa. In Experiences of climate change adaptation in Africa (pp. 17–32). Hamburg: Springer.CrossRefGoogle Scholar
  100. McElroy, M. B. (2016). Energy and climate: Vision for the future. Oxford: Oxford University Press.Google Scholar
  101. Meehl, G. A., Stocker, T. F., Collins, W. D., Friedlingstein, P., Gaye, T., Gregory, J. M., Kitoh, A., Knutti, R., Murphy, J. M. & Noda, A. 2007. Global climate projections.Google Scholar
  102. Meinshausen, M., Meinshausen, N., Hare, W., Raper, S. C., Frieler, K., Knutti, R., Frame, D. J., & Allen, M. R. (2009). Greenhouse-gas emission targets for limiting global warming to 2 C. Nature, 458, 1158–1162.CrossRefGoogle Scholar
  103. Mendelsohn, R. (2008). The impact of climate change on agriculture in developing countries. Journal of Natural Resources Policy Research, 1, 5–19.CrossRefGoogle Scholar
  104. Mendonça, M. (2009). Feed-in tariffs: Accelerating the deployment of renewable energy. New York: Routledge.Google Scholar
  105. Metz, B., Davidson, O., Swart, R., & Pan, J. (2001). Climate change 2001: Mitigation: Contribution of Working Group III to the third assessment report of the intergovernmental panel on climate Change. New York: Cambridge University Press.Google Scholar
  106. Moore, J. W., & Semmens, B. X. (2008). Incorporating uncertainty and prior information into stable isotope mixing models. Ecology Letters, 11, 470–480.CrossRefGoogle Scholar
  107. Moss, R. H., Edmonds, J. A., Hibbard, K. A., Manning, M. R., Rose, S. K., Van Vuuren, D. P., Carter, T. R., Emori, S., Kainuma, M., & Kram, T. (2010). The next generation of scenarios for climate change research and assessment. Nature, 463, 747–756.CrossRefGoogle Scholar
  108. Mostafaeipour, A., & Mostafaeipour, N. (2009). Renewable energy issues and electricity production in Middle East compared with Iran. Renewable and Sustainable Energy Reviews, 13, 1641–1645.CrossRefGoogle Scholar
  109. Nakicenovic, N. (2010). World development report 2010: Development and climate change. Washington, DC: The International Bank for Reconstruction and Development/The World Bank.Google Scholar
  110. Nakicenovic, N., Alcamo, J., Davis, G., De Vries, B., Fenhann, J., Gaffin, S., Gregory, K., Grübler, A., Jung, T. Y., & Kram, T. (2000a). Special report on emissions scenarios, Working Group III, intergovernmental panel on climate Change (IPCC). Cambridge: Cambridge University Press. 595pp. ISBN 0, 521, 0.Google Scholar
  111. Nakicenovic, N., Alcamo, J., Davis, G., Vries, B., Fenhann, J., Gaffin, S., Gregory, K., Grübler, A., Jung, T. Y., & Kram, T. (2000b). IPCC special report on emissions scenarios (p. 599). Cambridge: Cambridge University Press.Google Scholar
  112. Nakicenovic, N., Alcamo, J., Grubler, A., Riahi, K., Roehrl, R., Rogner, H.-H., & Victor, N. (2000c). Special report on emissions scenarios (SRES), a special report of Working Group III of the intergovernmental panel on climate change. Cambridge: Cambridge University Press.Google Scholar
  113. Nicholls, R., Hanson, S., Lowe, J., Warrick, R., Lu, X., Long, A., & Carter, T. (2011). Constructing Sea-level scenarios for impact and adaptation assessment of coastal areas: A guidance document. supporting material, Intergovernmental Panel on Climate Change task group on data and scenario support for impact and climate analysis (TGICA) 47.Google Scholar
  114. Pacesila, M., Burcea, S. G., & Colesca, S. E. (2016). Analysis of renewable energies in European Union. Renewable and Sustainable Energy Reviews, 56, 156–170.CrossRefGoogle Scholar
  115. Pachauri, R. K., & Reisinger, A. (2007). Synthesis report. Fifth Assessment Report of the Intergovernmental Panel on Climate Change, 151–165.Google Scholar
  116. Palmer, T., Doblas-Reyes, F., Weisheimer, A., & Rodwell, M. (2008). Toward seamless prediction: Calibration of climate change projections using seasonal forecasts. Bulletin of the American Meteorological Society, 89, 459–470.CrossRefGoogle Scholar
  117. Panwar, N., Kaushik, S., & Kothari, S. (2011). Role of renewable energy sources in environmental protection: A review. Renewable and Sustainable Energy Reviews, 15, 1513–1524.CrossRefGoogle Scholar
  118. Patel, M. R. (2005). Wind and solar power systems: Design, analysis, and operation. Boca Raton: CRC Press.CrossRefGoogle Scholar
  119. Patt, A. G., Tadross, M., Nussbaumer, P., Asante, K., Metzger, M., Rafael, J., Goujon, A., & Brundrit, G. (2009). Estimating least-developed countries’ vulnerability to climate-related extreme events over the next 50 years. Proceedings of the National Academy of Sciences, 200910253.Google Scholar
  120. Pérez-Collazo, C., Greaves, D., & Iglesias, G. (2015). A review of combined wave and offshore wind energy. Renewable and Sustainable Energy Reviews, 42, 141–153.CrossRefGoogle Scholar
  121. Rahmstorf, S. (2010). A new view on sea level rise. Nature reports climate change, 4, 44–45.CrossRefGoogle Scholar
  122. Rahmstorf, S., Cazenave, A., Church, J. A., Hansen, J. E., Keeling, R. F., Parker, D. E., & Somerville, R. C. (2007). Recent climate observations compared to projections. Science, 316, 709–709.CrossRefGoogle Scholar
  123. Räisänen, J., & Palmer, T. (2001). A probability and decision-model analysis of a multimodel ensemble of climate change simulations. Journal of Climate, 14, 3212–3226.CrossRefGoogle Scholar
  124. Ramanathan, V., & Feng, Y. (2009). Air pollution, greenhouse gases and climate change: Global and regional perspectives. Atmospheric Environment, 43, 37–50.CrossRefGoogle Scholar
  125. Redlinger, R., Andersen, P., & Morthorst, P. (2016). Wind energy in the 21st century: Economics, policy, technology and the changing electricity industry. Springer Nature Switzerland AG.Google Scholar
  126. Rehman, S., El-Amin, I., Ahmad, F., Shaahid, S., Al-Shehri, A., & Bakhashwain, J. (2007). Wind power resource assessment for Rafha, Saudi Arabia. Renewable and Sustainable Energy Reviews, 11, 937–950.CrossRefGoogle Scholar
  127. Robinson, S., Willenbockel, D., & Strzepek, K. (2012). A dynamic general equilibrium analysis of adaptation to climate change in Ethiopia. Review of Development Economics, 16, 489–502.CrossRefGoogle Scholar
  128. Romm, J. (2006). The car and fuel of the future. Energy Policy, 34, 2609–2614.CrossRefGoogle Scholar
  129. Sadorsky, P. (2011). Trade and energy consumption in the Middle East. Energy Economics, 33, 739–749.CrossRefGoogle Scholar
  130. Salameh, M. G. (2003). Can renewable and unconventional energy sources bridge the global energy gap in the 21st century? Applied Energy, 75, 33–42.CrossRefGoogle Scholar
  131. Salim, R. A., Hassan, K., & Shafiei, S. (2014). Renewable and non-renewable energy consumption and economic activities: Further evidence from OECD countries. Energy Economics, 44, 350–360.CrossRefGoogle Scholar
  132. Schlesinger, M. E., & Mitchell, J. F. (1987). Climate model simulations of the equilibrium climatic response to increased carbon dioxide. Reviews of Geophysics, 25, 760–798.CrossRefGoogle Scholar
  133. Schmalensee, R., Stoker, T. M., & Judson, R. A. (1998). World carbon dioxide emissions: 1950–2050. Review of Economics and Statistics, 80, 15–27.CrossRefGoogle Scholar
  134. Shackley, S., & Wynne, B. (1996). Representing uncertainty in global climate change science and policy: Boundary-ordering devices and authority. Science, Technology, & Human Values, 21, 275–302.CrossRefGoogle Scholar
  135. Shata, A. A., & Hanitsch, R. (2006). Evaluation of wind energy potential and electricity generation on the coast of Mediterranean Sea in Egypt. Renewable Energy, 31, 1183–1202.CrossRefGoogle Scholar
  136. Shata, A. A., & Hanitsch, R. (2008). Electricity generation and wind potential assessment at Hurghada, Egypt. Renewable Energy, 33, 141–148.CrossRefGoogle Scholar
  137. Shawon, M., El Chaar, L., & Lamont, L. (2013). Overview of wind energy and its cost in the Middle East. Sustainable Energy Technologies and Assessments, 2, 1–11.CrossRefGoogle Scholar
  138. Shine, K. P., Fuglestvedt, J. S., Hailemariam, K., & Stuber, N. (2005). Alternatives to the global warming potential for comparing climate impacts of emissions of greenhouse gases. Climatic Change, 68, 281–302.CrossRefGoogle Scholar
  139. Skaggs, R., & Rice, J. (2012). Climate and energy-water-land system interactions.Google Scholar
  140. Skaggs, R., Hibbard, K. A., Frumhoff, P., Lowry, T., Middleton, R., Pate, R., Tidwell, V. C., Arnold, J., Averyt, K., & Janetos, A. C. (2012). Climate and Energy-Water-Land System Interactions Technical Report to the US Department of Energy in Support of the National Climate Assessment. Richland, WA: Pacific Northwest National Lab. (PNNL). No. PNNL-21185.CrossRefGoogle Scholar
  141. Smit, B., & Pilifosova, O. (2003). Adaptation to climate change in the context of sustainable development and equity. Sustainable Development, 8, 9.Google Scholar
  142. Smith, L. A. (2001). Disentangling uncertainty and error: On the predictability of nonlinear systems. In A. Mees (Ed.), Nonlinear dynamics and statistics (pp. 31–64). Berlin: Springer.CrossRefGoogle Scholar
  143. Smith, J., Deck, L., Mccarl, B., Kirshen, P., Malley, J., & Abdrabo, M. (2013). Potential impacts of climate change on the Egyptian economy, A report prepared for the United Nations development program (UNDP), Cairo, Egypt. Google Scholar.Google Scholar
  144. Soares, N., Costa, J. J., Gaspar, A. R., & Santos, P. (2013). Review of passive PCM latent heat thermal energy storage systems towards buildings’ energy efficiency. Energy and Buildings, 59, 82–103.CrossRefGoogle Scholar
  145. Soda, S. (2013). Maps of irradiation-Africa-Photovoltaic solar electricity potential. Sophia-Antipolis, France.Google Scholar
  146. Solomon, S., Qin, D., Manning, M., Chen, Z., Marquis, M., Averyt, K., Tignor, M., & Miller, H. (2007). IPCC, 2007: Climate change 2007: The physical science basis. Contribution of Working Group I to the fourth assessment report of the Intergovernmental Panel on Climate Change. SD Solomon (Ed.). IPCC Working Group I (Denmark). ISBN 978-0521-88009-1.Google Scholar
  147. Solomon, S., Plattner, G.-K., Knutti, R., & Friedlingstein, P. (2009). Irreversible climate change due to carbon dioxide emissions. Proceedings of the National Academy of Sciences, 106, 1704–1709.CrossRefGoogle Scholar
  148. Sovacool, B. K. (2012). Expert views of climate change adaptation in the Maldives. Climatic Change, 114, 295–300.CrossRefGoogle Scholar
  149. Sovacool, B. K., D’Agostino, A. L., Meenawat, H., & Rawlani, A. (2012). Expert views of climate change adaptation in least developed Asia. Journal of Environmental Management, 97, 78–88.CrossRefGoogle Scholar
  150. Stainforth, D. A., Aina, T., Christensen, C., Collins, M., Faull, N., Frame, D. J., Kettleborough, J. A., Knight, S., Martin, A., & Murphy, J. (2005). Uncertainty in predictions of the climate response to rising levels of greenhouse gases. Nature, 433, 403–406.CrossRefGoogle Scholar
  151. Strzepek, K. M. (1996). Economic and social adaptations to climate change impacts on water resources: A case study of Egypt. International Journal of Water Resources Development, 12, 229–244.CrossRefGoogle Scholar
  152. Strzepek, K. M., & Yates, D. N. (2000). Responses and thresholds of the Egyptian economy to climate change impacts on the water resources of the Nile River. Climatic Change, 46, 339–356.CrossRefGoogle Scholar
  153. Taye, M. T., Willems, P., & Block, P. (2015). Implications of climate change on hydrological extremes in the Blue Nile basin: A review. Journal of Hydrology: Regional Studies, 4, 280–293.Google Scholar
  154. Team, C. W., Pachauri, R. K. & Meyer, L. (2014). IPCC, 2014: Climate change 2014: Synthesis report. Contribution of Working Groups I. II and III to the Fifth Assessment Report of the intergovernmental panel on Climate Change. IPCC, Geneva, Switzerland, 151.Google Scholar
  155. Thurlow, J., Dorosh, P., & Yu, W. (2012). A stochastic simulation approach to estimating the economic impacts of climate change in Bangladesh. Review of Development Economics, 16, 412–428.CrossRefGoogle Scholar
  156. Ucar, A., & Balo, F. (2009). Investigation of wind characteristics and assessment of wind-generation potentiality in Uludağ-Bursa, Turkey. Applied Energy, 86, 333–339.CrossRefGoogle Scholar
  157. Van Asselt, M. B. (2000). Perspectives on uncertainty and risk. Perspectives on Uncertainty and Risk. Springer Netherlands.Google Scholar
  158. Van Der Zwaan, B., Cameron, L., & Kober, T. (2013). Potential for renewable energy jobs in the Middle East. Energy Policy, 60, 296–304.CrossRefGoogle Scholar
  159. Wamukonya, N. (2003). Power sector reform in developing countries: Mismatched agendas. Energy Policy, 31, 1273–1289.CrossRefGoogle Scholar
  160. Wang, H.-F., Sung, M.-P., & Hsu, H.-W. (2016). Complementarity and substitution of renewable energy in target year energy supply-mix planning–in the case of Taiwan. Energy Policy, 90, 172–182.CrossRefGoogle Scholar
  161. Wu, W., Lynch, A. H., & Rivers, A. (2005). Estimating the uncertainty in a regional climate model related to initial and lateral boundary conditions. Journal of Climate, 18, 917–933.CrossRefGoogle Scholar
  162. Yates, D. N., & Strzepek, K. M. (1998). Modeling the Nile Basin under climatic change. Journal of Hydrologic Engineering, 3, 98–108.CrossRefGoogle Scholar

Copyright information

© Springer Nature Switzerland AG 2019

Authors and Affiliations

  • Aya Sedky Adly
    • 1
  1. 1.Computer Science Department, Faculty of Computers & InformationHelwan UniversityCairoEgypt

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