A Modified Optimal Interpolation Technique for Vector Retrieval for Coherent Doppler LIDAR

被引:12
作者
Choukulkar, Aditya [1 ]
Calhoun, Ronald [1 ]
Billings, Brian [2 ]
Doyle, James D. [3 ]
机构
[1] Arizona State Univ, Environm Remote Sensing Grp, Tempe, AZ 85287 USA
[2] CNR, Monterey, CA 93943 USA
[3] USN, Res Lab, Monterey, CA 93943 USA
关键词
Doppler LIDAR; optimal interpolation; remote sensing; vector retrieval; BOUNDARY-LAYER STRUCTURES; SYSTEM; ERROR;
D O I
10.1109/LGRS.2012.2191762
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
070403 [天体物理学]; 070902 [地球化学];
摘要
Several modifications to the optimal interpolation (OI) technique for light-detection-and-ranging vector retrieval are proposed and shown to result in significant improvement in velocity retrieval accuracy. These modifications include changes to innovation covariance portioning, covariance binning, and analysis increment calculation. A validation of the modified OI technique is presented, comparing the retrievals with the original technique in each case. The modified technique is able to perform retrievals with better accuracy, preserves local information better, and compares well with tower measurements.
引用
收藏
页码:1132 / 1136
页数:5
相关论文
共 28 条
[1]
Allwine K. J., 2006, Report No. PNNL-15967
[2]
Baker E. H., 1992, WEA FORECASTING, V7, P220
[3]
Nocturnal low-level jet characteristics over Kansas during CASES-99 [J].
Banta, RM ;
Newsom, RK ;
Lundquist, JK ;
Pichugina, YL ;
Coulter, RL ;
Mahrt, L .
BOUNDARY-LAYER METEOROLOGY, 2002, 105 (02) :221-252
[4]
Banta RM, 1999, J APPL METEOROL, V38, P1069, DOI 10.1175/1520-0450(1999)038<1069:WFPITG>2.0.CO
[5]
2
[6]
Browning KA., 1968, J APPL METEOROL, V7, P105, DOI [DOI 10.1175/1520-0450(1968)0072.0.CO
[7]
2, DOI 10.1175/1520-0450(1968)007<0105:TDOKPO>2.0.CO
[8]
2]
[9]
Virtual towers using coherent Doppler lidar during the Joint Urban 2003 dispersion experiment [J].
Calhoun, R. ;
Heap, R. ;
Princevac, M. ;
Newsom, R. ;
Fernando, H. ;
Ligon, D. .
JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY, 2006, 45 (08) :1116-1126
[10]
Chai T, 2004, J ATMOS SCI, V61, P1500, DOI 10.1175/1520-0469(2004)061<1500:ROMFSF>2.0.CO