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首页> 外文期刊>International Journal of Climatology: A Journal of the Royal Meteorological Society >Climatology and trends of the Indian Ocean surface waves based on 39-year long ERA5 reanalysis data
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Climatology and trends of the Indian Ocean surface waves based on 39-year long ERA5 reanalysis data

机译:基于39年的Hong ERA5 Reanalysicate数据的印度洋表面波的气候学和趋势

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摘要

In this study, the wind and the surface waves in the Indian Ocean (IO) during 1979-2017 are studied based on the ECMWF ERA5 Reanalysis data. Long-term statistical analysis of extreme waves is carried out based on Generalized Extreme Value distribution using annual maxima and the spatial distribution of return levels for 50 and 100 years are studied. In general, the ERA5 significant wave height (H-s) and maximum wave height (H-max) show a good agreement with measured buoy data in the coastal (bias similar to 0.29 m) and deep waters (bias similar to 0.18 m). During the tropical cyclone, underestimation of H-s and H-max in the ERA5 data compared to buoy data is 2.7 and 1.4%, but in general the bias is large (similar to 0.69 m). Swell domination is observed in larger regions of the IO, whereas wind-seas are comparable to swells in the Southern Ocean. The meridional wind speed largely influences the spatial pattern of H-s in the North IO. The stronger winds over the Southern Ocean play a major role in generating higher waves at higher latitudes. Maximum value of the 100-year return level for H-s in IO is 17.8 m, whereas highest value of the H-s is 16.7 m and H-max is 32.0 m. Severe wave events are common at 50 degrees-60 degrees S and only during 25% of the time in a year, H-max is less than 5 m in this region. Ratio of the H-max to H-s varies from 1.46 to 2.3 with a mean value of 1.87. The 100-year return value of H-s changed by -4 to 5 m, when the length of the dataset is decreased from 39 years (1979-2017) to recent 20 years. On an average, from 1979 to 2017, the annual average H-max increased by 0.73 cm/year. In major areas of the IO, a clear decrease of the H-s is observed during 1991-2017, whereas during 1979-2017, an increase in H-s is found.
机译:在本研究中,基于Ecmwf Era5再分析数据研究了1979 - 2017年期间印度洋(IO)中的风和表面波。基于使用年最大值的广义极值分布,对极端值分布进行了长期统计分析,研究了50和100年的返回水平的空间分布。通常,ERA5显着波浪高度(H-S)和最大波高(H-MAX)显示出与沿海(偏差相似至0.29米)和深水(类似于0.18米的偏差)的测量浮标数据的良好一致性。在热带气旋期间,与浮标数据相比,在ERA5数据中低估H-S和H-MAX是2.7和1.4%,但一般偏差大(类似于0.69米)。在IO的较大区域观察到膨胀统治,而风海在南洋膨胀的情况下可比较。优势风速在很大程度上影响了北IO中H-S的空间模式。南海越强的风在越来越多的纬度地发挥着较高波浪中发挥了重要作用。 IO中H-S的100年回报级的最大值为17.8米,而H-S的最高值是16.7 m,H-Max为32.0米。严重的波浪事件在50度-60摄氏度下常见,并且仅在25%的时间内每年的时间,在该地区的H-Max小于5米。 H-MAX到H-S的比率从1.46到2.3变化,平均值为1.87。当数据集的长度从39岁(1979-2017)减少到近20年时,H-S的100年回报值为-4至5米。从1979年到2017年,年平均H-Max平均增加0.73厘米/年。在IO的主要区域,在1991 - 2017年期间观察到H-S的明显减少,而在1979-2017期间,发现了H-S的增加。

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