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Since the traditional spatial data interpolation method has its limits in describing the RHI (range-height indicator) graph for Mie scattering lidar scanning profile, it cannot be applied to the visualization of Mie scattering lidar space-time scan data, and it is also difficult to achieve the continuity in atmospheric parameters evolution process. This paper analyzes the space-position relations in lidar scanning profile data based on the scanning elevation and spatial distribution characteristics of the atmospheric parameters, chooses the reference data rationally of vertical and horizontal positions, and gives the position relevant weight. The smoothness of data is revised by a cubic spline function and the missing data are replenished by interpolation finally. Results show that this method can improve effectively the accuracy of atmospheric lidar scanning data space interpolation, produce few errors; and the RHI graph becomes smooth, thus it conforms to the overall change rule of atmospheric parameters.
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Keywords:
- lidar data /
- data interpolation /
- cubic spline function /
- data revision
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[7] Wang J, Li H X, Wang J Y, Miao Z H 2009 Acta. Elec. Sin. 37 1482 (in Chinese) [王杰, 李洪兴, 王加银, 苗志宏 2009 电子学报 37 1482]
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[13] Li X G, Dai B D, Wang L H 2010 Chin. Phys. B 19 120202
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[17] Ji X L, Xiao X, Lü D 2004 Acta Phys. Sin. 53 3996
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[21] Zhang G X, Zhao Y F, Zhang Y C, Zhao P T 2008 Acta Phys. Sin. 57 7390 (in Chinese) [张改霞, 赵曰峰, 张寅超, 赵培涛 2008 物理学报 57 7390]
[22] [23] Chen L H, Lin W T, Lin Y H, Mo J Q 2012 Acta Phys. Sin. 61 140202 (in Chinese) [陈丽华, 林万涛, 林一骅, 莫嘉琪 2012 物理学报 61 140202]
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[27] Gao S, Zhang Z, Cao C G 2011 Jour. of Comp. 6 2037
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[1] Yang Y, QIU C J 2004 Arid Mete. 22 6 (in Chinese) [杨毅, 邱崇践2004 干旱气象 22 6]
[2] [3] [4] Di H G, Hua D X, Wang Y F, Yan Q 2013 Acta Phys. Sin. 62 094215
[5] [6] Nielsen J E, Thorndahl S, Rasmussen M R 2014 Atmospheric Research 138 1
[7] Wang J, Li H X, Wang J Y, Miao Z H 2009 Acta. Elec. Sin. 37 1482 (in Chinese) [王杰, 李洪兴, 王加银, 苗志宏 2009 电子学报 37 1482]
[8] [9] [10] He X F, Xu Q, Lei S K, Qin M J, Zhang X F 2011 Comp. App. 31 43 (in Chinese) [何险峰, 徐箐, 雷升锴, 秦明俊, 张祥峰. 2011计算机应用 31 43]
[11] [12] Gao J, Xue M, Shapiro A, Droegemeier K K 1999 Mon. Wea. Rev. 127 2128
[13] Li X G, Dai B D, Wang L H 2010 Chin. Phys. B 19 120202
[14] [15] [16] Qian X M, Zhu W Y, Rao R Z 2012 Chin. Phys. B 21 094202
[17] Ji X L, Xiao X, Lü D 2004 Acta Phys. Sin. 53 3996
[18] [19] [20] Ji X L 2010 Acta Phys. Sin. 59 692 (in Chinese) [季小玲 2010 物理学报 59 692]
[21] Zhang G X, Zhao Y F, Zhang Y C, Zhao P T 2008 Acta Phys. Sin. 57 7390 (in Chinese) [张改霞, 赵曰峰, 张寅超, 赵培涛 2008 物理学报 57 7390]
[22] [23] Chen L H, Lin W T, Lin Y H, Mo J Q 2012 Acta Phys. Sin. 61 140202 (in Chinese) [陈丽华, 林万涛, 林一骅, 莫嘉琪 2012 物理学报 61 140202]
[24] [25] [26] Chen H, Hua D X, Zhang Y K, Yan Q, Li S C 2013 Jour. of Sci. Instr. 34 831 (in Chinese) [陈浩, 华灯鑫, 张毅坤, 闫庆, 李仕春2013仪器仪表学报34 831]
[27] Gao S, Zhang Z, Cao C G 2011 Jour. of Comp. 6 2037
[28] [29] Thant A A, Khaing K 2009 Engi. and Tech. 38 38
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