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Effect of climate change on design wind at the Indian offshore locations

机译:气候变化对印度近海地点设计风的影响

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摘要

The impact of climate change on design wind speeds corresponding to different return periods at two selected offshore locations in India has been assessed. Extreme daily wind speeds corresponding to various return periods were derived based on the observations made by wave rider buoys during the period 1998-2005. Thereafter, the future climate over the next century was simulated at these locations using the input from the climate model: GCM-CGCM3 corresponding to the A2 scenario. The underlying downscaling model was developed with the help of artificial neural networks and using observed wind as output. The local wind speeds corresponding to these projected wind data were generated for the next century and return period wind speeds were extracted by the distribution fitting. Comparison of design wind speeds derived with and without consideration of future climate showed that the magnitude of the long term wind speed would certainly and significantly increases if the effect of global climate change is incorporated in the analysis. For the two locations considered, the increase in the 100-year wind was found to be varying from 44% to 74%.
机译:评估了气候变化对印度两个选定海上位置的不同返回期对应的设计风速的影响。根据波浪骑乘浮标在1998-2005年期间的观察结果,得出了与各个返回期相对应的极端日风速。此后,使用气候模型的输入:对应于A2情景的GCM-CGCM3,在这些位置模拟了下个世纪的未来气候。借助人工神经网络并使用观测到的风作为输出,开发了基本的降尺度模型。在下个世纪产生了与这些预计的风数据相对应的局部风速,并通过分布拟合提取了返回期风速。比较在不考虑未来气候的情况下得出的设计风速,结果表明,如果将全球气候变化的影响纳入分析,则长期风速的幅度肯定会显着增加。对于所考虑的两个位置,发现100年风的增加幅度从44%到74%不等。

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