A CO2 Profile Retrieving Method Based on Chebyshev Fitting for Ground-Based DIAL

被引:20
作者
Han, Ge [1 ]
Cui, Xiaohui [1 ]
Liang, Ailin [2 ]
Ma, Xin [3 ]
Zhang, Teng [4 ]
Gong, Wei [2 ]
机构
[1] Wuhan Univ, Int Sch Software, Wuhan 430072, Hubei, Peoples R China
[2] Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430072, Hubei, Peoples R China
[3] Wuhan Univ, Elect Informat Sch, Wuhan 430072, Hubei, Peoples R China
[4] Wuhan Univ, Chinese Antarctic Ctr Surveying & Mapping, Wuhan 430072, Hubei, Peoples R China
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2017年 / 55卷 / 11期
关键词
Algorithm; atmospheric measurement; carbon; laser radar; DIFFERENTIAL ABSORPTION LIDAR; CARBON-DIOXIDE; MU-M; VERTICAL PROFILES; MIXING-RATIO; SYSTEM; SCATTERING; WUHAN; SENSITIVITY; BANDS;
D O I
10.1109/TGRS.2017.2720618
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
The vertical profile of atmospheric CO2 is of great scientific significance in identifying carbon sinks and sources, and estimating CO2 emissions or uptakes. Differential absorption Light Detection And Ranging (DIAL), has been widely accepted as the most promising technique to sense atmospheric CO2. The classical method to retrieve measurements, generated from range-resolved detection, is derived from differentiating the measured column content, but its performance in dealing with aerosol backscatter signals is poor. To address this issue, this paper proposes a derivative method, which is based on Chebyshev fitting to the measured differential absorption optical depth. We created a performance evaluation model to assess the performance of the proposed method. Simulations revealed that the error of a single CO2 profile in data retrieval can be reduced to less than 4 ppm in 6000 m. The precision of long-term mean CO2 profile is expected to be less than 1 ppm. We believe that this novel method can be used in other applications also, e.g., trace gas measurements collected using DIAL, especially when the signal-to-noise-ratio of received signal is small.
引用
收藏
页码:6099 / 6110
页数:12
相关论文
共 56 条
  • [1] Airborne Measurements of CO2 Column Concentration and Range Using a Pulsed Direct- Detection IPDA Lidar
    Abshire, James B.
    Ramanathan, Anand
    Riris, Haris
    Mao, Jianping
    Allan, Graham R.
    Hasselbrack, William E.
    Weaver, Clark J.
    Browell, Edward V.
    [J]. REMOTE SENSING, 2014, 6 (01) : 443 - 469
  • [2] New ground-based lidar enables volcanic CO2 flux measurements
    Aiuppa, Alessandro
    Fiorani, Luca
    Santoro, Simone
    Parracino, Stefano
    Nuvoli, Marcello
    Chiodini, Giovanni
    Minopoli, Carmine
    Tamburello, Giancarlo
    [J]. SCIENTIFIC REPORTS, 2015, 5
  • [3] Development of an OPO system at 1.57 μm for integrated path DIAL measurement of atmospheric carbon dioxide
    Amediek, A.
    Fix, A.
    Wirth, M.
    Ehret, G.
    [J]. APPLIED PHYSICS B-LASERS AND OPTICS, 2008, 92 (02): : 295 - 302
  • [4] Airborne lidar reflectance measurements at 1.57 μm in support of the A-SCOPE mission for atmospheric CO2
    Amediek, A.
    Fix, A.
    Ehret, G.
    Caron, J.
    Durand, Y.
    [J]. ATMOSPHERIC MEASUREMENT TECHNIQUES, 2009, 2 (02) : 755 - 772
  • [5] Arfken G.B., 2001, Mathematical methods for physicists
  • [6] Atmosphere U. S., 1976, NOAAST761562
  • [7] Global Characterization of CO2 Column Retrievals from Shortwave-Infrared Satellite Observations of the Orbiting Carbon Observatory-2 Mission
    Boesch, Hartmut
    Baker, David
    Connor, Brian
    Crisp, David
    Miller, Charles
    [J]. REMOTE SENSING, 2011, 3 (02) : 270 - 304
  • [8] Inverse modeling of annual atmospheric CO2 sources and sinks 2.: Sensitivity study
    Bousquet, P
    Peylin, P
    Ciais, P
    Ramonet, M
    Monfray, P
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 1999, 104 (D21) : 26179 - 26193
  • [9] Breon F.M., 2003, POTENTIAL SPACEBORNE
  • [10] Complementary study of differential absorption lidar optimization in direct and heterodyne detections
    Bruneau, Didier
    Gibert, Fabien
    Flamant, Pierre H.
    Pelon, Jacques
    [J]. APPLIED OPTICS, 2006, 45 (20) : 4898 - 4908