Department of Civil Engineering, University of Nottingham Ningbo China, 199 Taikang East Road, Ningbo 315100, China.
The First Surveying and Mapping Institute of Zhejiang Province, Hangzhou 310012, China.
Sensors (Basel). 2018 Nov 8;18(11):3831. doi: 10.3390/s18113831.
Radiosonde is extensively used for understanding meteorological parameters in the vertical direction. Four typhoon events, including three landfalls (MERANTI, NEPARTAK, and MEGI) and one non-landfall (MALAKAS), were chosen in analysing the precipitable water vapour (PWV) characteristics in this study. The spatial distribution of the three radiosonde stations in Zhejiang province does not meet the requirement in analysing changes in PWV during typhoon event. Global position system (GPS) observations are an alternative method for deriving the PWV. This enables improvements in the temporal⁻spatial resolution of PWV computed by the radiosonde measurements. The National Centers for Environmental Prediction (NCEP) re-analysed data were employed for interpolating temperature and atmosphere pressure at the GPS antennas height. The PWV computed from GPS observations and NCEP re-analysed data were then compared with the true PWV. The maximum difference of radiosonde and GPS PWV was not more than 30 mm at Taiz station. The Root-Mean-Square (RMS) of PWV differences between radiosonde and GPS was not more than 5 mm in January, February, March, November, and December. It was slightly greater than 5 mm in April. High RMS in May, June, July, August, September, and October implies that differences in GPS and radiosonde PWVs are evident in these months. Correlation coefficients of GPS and radiosonde PWVs were more than 0.9, indicating that the changes in GPS and radiosonde PWVs are similar. Radiosonde calculated PWVs were used for GPS PWV calibration for understanding the PWV changes during the period of a typhoon event. The results from three landfall typhoons show that the average PWV over Zhejiang province is increasing and approaching China mainland. In contrast, MALAKAS did not make landfall and shows a decreasing PWV trend, although it was heading to China mainland. Generally, the PWV change can be used to predict whether the typhoon will make landfall in these cases. PWV spatial distribution of MERANTI shows that PWV peaks change along the typhoon epicenter over Zhejiang province.
探空仪广泛用于了解垂直方向的气象参数。本研究选择了四个台风事件,包括三次登陆(“鲇鱼”、“尼伯特”和“梅花”)和一次非登陆(“玛拉卡”),以分析可降水量(PWV)特征。浙江省的三个探空站的空间分布不符合分析台风期间 PWV 变化的要求。全球定位系统(GPS)观测是一种替代方法,可以提高探空测量计算的 PWV 的时空分辨率。国家环境预报中心(NCEP)再分析数据用于插值 GPS 天线高度处的温度和大气压力。然后将 GPS 观测和 NCEP 再分析数据计算得到的 PWV 与真实 PWV 进行比较。在泰顺站,探空仪和 GPS PWV 的最大差值不超过 30 毫米。1 月、2 月、3 月、11 月和 12 月,探空仪和 GPS PWV 差值的均方根(RMS)不超过 5 毫米。4 月略大于 5 毫米。5 月、6 月、7 月、8 月、9 月和 10 月的 RMS 较高,表明这几个月 GPS 和探空仪 PWV 的差值明显。GPS 和探空仪 PWV 的相关系数均大于 0.9,表明 GPS 和探空仪 PWV 的变化趋势相似。利用探空仪计算的 PWV 对 GPS PWV 进行校准,以了解台风期间 PWV 的变化情况。三次登陆台风的结果表明,浙江省上空的平均 PWV 不断增加,并接近中国大陆。相比之下,“玛拉卡”没有登陆,并且表现出 PWV 下降的趋势,尽管它正朝着中国大陆移动。一般来说,在这些情况下,PWV 的变化可以用来预测台风是否会登陆。“鲇鱼”台风期间的 PWV 空间分布表明,PWV 峰值沿着浙江省的台风中心发生变化。