自动与人工观测降雨量的差异及相关性
The Difference and Relativity Between Rainfall by Automatic Recording and Manual Observation
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摘要: 利用全国627个基准、基本站2005年自动与人工雨量业务观测资料, 分析了业务上自动与人工观测的降雨量的差异以及引起差异的原因, 并分析了自动观测与人工观测的降雨量的相关性。结果表明:自动观测比人工观测的日降雨量平均偏高0.12 mm, 标准差为0.70 mm, 相对偏高1.42%。627个站中, 80%的站自动与人工观测的年降雨量差值在5%以内; 近4%的站年降雨量差值在10%以上。年降雨量相对差值较大的站, 其年降雨量均较小。空间采样差、20:00 (北京时) 定时观测中人工与自动观测时间的不一致以及其他突发事件均会导致自动与人工测量的日降雨量的差异, 甚至显著差异。由于观测仪器不同引起的降雨测量系统误差差别, 导致自动与人工观测降雨量的系统偏差。自动观测与人工观测的日降雨量呈线性相关, 相关系数为0.9988。Abstract: Automatic Surface Observation System (ASOS) is set up by China Meteorological Administration (CMA) about 2000. Main surface meteorological parameters start to be automatically measured at about 600 base stations, 1200 ordinary stations in CMA by the end of 2005. Since both field intercomparison experiment results and parallel comparison observation results show that the difference is much great between the amount of rainfall measured by commonly used rain gauges (manual observation) and that measured by tipping-bucket rain gauges (automatic recording), commonly used rain gauges are still kept on rainfall measurement manually twice a day in China surface meteorological observation operation, though automatic measurements of rainfall have been implemented to record hourly precipitation totals at a large number of stations at present. What the difference and relativity are between the amount of rainfall measured by automatic recording and by manual observation in observational operation remains a question to many meteorologists. Based on 55641 operational rainfall observations respectively by automatic way and by manual way at 627 national base stations in 2005, various analyses are carried out on the rainfall observation difference, the difference and relativity between above two observation methods.In the rainy season, when there is no rain by manual observation, there is no rain by automatic recording at each station. The average daily rain amount observed by automatic way is 0.12 mm (or 1.42%) more than that by manual way. The standard deviation of the difference is 0.70 mm. In the 55641 rainfall comparison observations, 26.2% daily data observed in the two ways is identical, 30.8% daily data observed by automatic way are less, 43.0% daily data observed by automatic way are more than the manual way. The annual rainfall measured by automatic recording is more than that by manual observation at 70% base stations. There are 80% stations whose difference values in annual rainfall respectively observed in the two ways are less than 5%, and the difference values are above 10% at 4% stations. Comparing to field experiment results in the two observation methods in early 1990s, the difference of operational annual rainfall observations respectively in the two ways is obviously improved at the 627 base stations in 2005. In general, the more the difference value in annual rainfall, the less the annual rainfall in a station. The distribution difference of rainfall in space, the difference in measurement time of the two observation ways at 20:00 and other urgent events can result in the rainfall difference in daily data, but they have no systematic effect on accumulative total. Different observation instruments and likely low quality can lead to the systematic deviation in above comparing observations. The daily rainfall by automatic recording is obviously linearly related with that of manual observation and the correlation coefficient is 0.9988.
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表 1 年降雨量差值段内的台站数
Table 1 Station numbers in various difference range of annual rainfall by automatic recording and manual measurement
表 2 2005年自动与人工观测年降雨量差值最大的5个站对比资料
Table 2 Data about the 5 stations where the annual rainfalls measured by automatic recording and manual observation with the most great difference in 2005
表 3 2005年自动与人工观测日降雨量差值在20.0 mm以上的对比资料
Table 3 The intercomparison results of daily rainfalls measured by automatic recording and manual observation of which the differences are overpass 20.0 mm in 2005
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[1] 王颖, 刘小宁.自动站与人工观测气温的对比分析.应用气象学报, 2002, 13(6):741-748. http://qikan.camscma.cn/jams/ch/reader/view_abstract.aspx?file_no=20020697&flag=1 [2] 连志鸾.自动站与人工站观测记录的差异分析.气象, 2005, 31 (3):48-52. http://www.cnki.com.cn/Article/CJFDTOTAL-QXXX200503011.htm [3] 熊安元, 朱燕君, 任芝花, 等.观测仪器和百叶箱的变化对地面气温观测值的影响及其原因分析.气象学报, 2006, 64(3):377-384. http://www.cnki.com.cn/Article/CJFDTOTAL-QXXB200603011.htm [4] 郭锡钦, 曾书儿, 王金钊.有线综合遥测站现场对比试验结果.气象, 1994, 20(5):24-27. http://www.cnki.com.cn/Article/CJFDTOTAL-QXXX405.004.htm [5] 郭锡钦, 曾书儿, 王金钊.自动气象站的动态试验及其测量准确度.应用气象学报, 1994, 5(2):176-182. http://qikan.camscma.cn/jams/ch/reader/view_abstract.aspx?file_no=19940232&flag=1 [6] 胡玉峰.自动与人工观测数据的差异.应用气象学报, 2004, 15 (6):719-726. http://qikan.camscma.cn/jams/ch/reader/view_abstract.aspx?file_no=20040689&flag=1 [7] 钮学新, 董加斌, 杜惠良.华东地区台风降水及影响降水因素的气候分析.应用气象学报, 2005, 16(3):402-407. http://qikan.camscma.cn/jams/ch/reader/view_abstract.aspx?file_no=20050349&flag=1 [8] 何立富, 武炳义, 管成功.印度夏季风的减弱及其与对流层温度的关系.气象学报, 2005, 63(3):365-373. http://www.cnki.com.cn/Article/CJFDTOTAL-QXXB200503012.htm [9] 曾琮, 胡斯团, 梁建茵, 等.东亚冬季风异常与广东前汛期旱涝关系的初步分析.应用气象学报, 2005, 16(5):645-654. http://qikan.camscma.cn/jams/ch/reader/view_abstract.aspx?file_no=20050583&flag=1 [10] 高辉.淮河夏季降水与赤道东太平洋海温对应关系的年代际变化.应用气象学报, 2006, 17(1):1-9. http://qikan.camscma.cn/jams/ch/reader/view_abstract.aspx?file_no=20060101&flag=1 [11] 中国气象局.地面气象观测数据文件和记录薄表格式.北京:气象出版社, 2005:18-32. [12] 中国气象局.地面气象观测规范.北京:气象出版社, 2003:54-58. [13] 任芝花, 王改利, 邹风玲, 等.中国降水测量误差的研究.气象学报, 2003, 61(5):621-627. http://www.cnki.com.cn/Article/CJFDTOTAL-QXXB200305011.htm [14] 黄嘉佑.气象统计分析与预报方法.北京:气象出版社, 2000:18-27. [15] Sevruk B. Correction of Precipitation Measurements. WMO/TD, 1985, 104:13-23. [16] WMO. Guide to Meteorological Instrument and Methods of Observation. 1996, 8, I.6.1-I.6.15. https://www.amazon.com/Guide-Meteorological-Instruments-Methods-Observation/dp/9263160082