Current and Future Estimates of Wind Energy Potential Over Saudi Arabia

被引:31
作者
Chen, Wanfang [1 ]
Castruccio, Stefano [2 ]
Genton, Marc G. [1 ]
Crippa, Paola [3 ]
机构
[1] King Abdullah Univ Sci & Technol, Stat Program, Thuwal, Saudi Arabia
[2] Univ Notre Dame, Dept Appl & Computat Math & Stat, Notre Dame, IN 46556 USA
[3] Univ Notre Dame, Dept Civil & Environm Engn & Earth Sci, Notre Dame, IN 46556 USA
关键词
MENA CORDEX; MERRA-2; Saudi Arabia; wind energy potential; wind speed; WRF MODEL; CLIMATE; SENSITIVITY; PARAMETERIZATIONS; PRECIPITATION; SIMULATIONS; PERFORMANCE; SATELLITE; ONSHORE;
D O I
10.1029/2017JD028212
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
Saudi Arabia has a long tradition of relying on fossil fuels for satisfying its energy demand. With the rising energy needs due to population growth and societal development, the nation is seeking other sources of energy, which include its largely underused wind resources. In this paper, we analyze the wind power potential in Saudi Arabia based on the MENA CORDEX (Middle East North Africa Coordinated Regional Climate Downscaling Experiment) model output. We investigate which climate settings and MENA CORDEX runs best capture the spatiotemporal patterns of reanalysis products, as assessed by multiple statistical metrics. Although there is a systematic negative bias in wind speed magnitudes for the five analyzed MENA CORDEX simulations, all runs are able to reproduce the seasonality and annual cycle of wind speed shown in the reanalysis data. The MENA CORDEX run with the highest skills is used to quantify the wind energy potential in Saudi Arabia in both current and future climates. Our analysis shows that a high wind energy potential exists over a vast area of western Saudi Arabia, particularly in the region between Medina and the Red Sea coast and during summer months. Based on model projections, the energy potential in these areas is likely to persist at least until the middle of the 21st century and thus may provide a valuable renewable source of energy.
引用
收藏
页码:6443 / 6459
页数:17
相关论文
共 45 条
  • [21] KA CARE, 2012, KING ABD CIT AT REN
  • [22] A Diagnostic Evaluation of Precipitation in CORDEX Models over Southern Africa
    Kalognomou, Evangelia-Anna
    Lennard, Christopher
    Shongwe, Mxolisi
    Pinto, Izidine
    Favre, Alice
    Kent, Michael
    Hewitson, Bruce
    Dosio, Alessandro
    Nikulin, Grigory
    Panitz, Hans-Juergen
    Buechner, Matthias
    [J]. JOURNAL OF CLIMATE, 2013, 26 (23) : 9477 - 9506
  • [23] Assessment of extreme wind speeds from Regional Climate Models - Part 1: Estimation of return values and their evaluation
    Kunz, M.
    Mohr, S.
    Rauthe, M.
    Lux, R.
    Kottmeier, Ch.
    [J]. NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, 2010, 10 (04) : 907 - 922
  • [24] Kupiainen M., 2011, ROSSBY CTR NEWSLETTE
  • [25] On the Concept of Depth for Functional Data
    Lopez-Pintado, Sara
    Romo, Juan
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2009, 104 (486) : 718 - 734
  • [26] Global potential for wind-generated electricity
    Lu, Xi
    McElroy, Michael B.
    Kiviluoma, Juha
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (27) : 10933 - 10938
  • [27] A high-resolution data set of surface climate over global land areas
    New, M
    Lister, D
    Hulme, M
    Makin, I
    [J]. CLIMATE RESEARCH, 2002, 21 (01) : 1 - 25
  • [28] Influence of spatial resolution on regional climate model derived wind climates
    Pryor, S. C.
    Nikulin, G.
    Jones, C.
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2012, 117
  • [29] Potential climate change impact on wind energy resources in northern Europe:: analyses using a regional climate model
    Pryor, SC
    Barthelmie, RJ
    Kjellström, E
    [J]. CLIMATE DYNAMICS, 2005, 25 (7-8) : 815 - 835
  • [30] Opportunities and challenges in assessing climate change impacts on wind energy-a critical comparison of wind speed projections in California
    Rasmussen, D. J.
    Holloway, T.
    Nemet, G. F.
    [J]. ENVIRONMENTAL RESEARCH LETTERS, 2011, 6 (02):