Remote Sensing Technology and Application, Volume. 39, Issue 4, 821(2024)

Full-coverage Reconstruction of XCO2 at 100 × 100 m Spatial Resolution in Beijing Using 4 Carbon Satellite Products

Chen ZHAO, Jing ZHAO, Naixia MOU, and Qunqun ZHAO
Author Affiliations
  • College of Geodesy and Geomatics, Shandong University of Science and Technology, Qingdao266590, China
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    The application of carbon satellite observation data urgently needs to solve the problems of spatiotemporal discontinuity and low spatiotemporal resolution. Among them, the high spatial and temporal resolution reanalysis data reconstructed from XCO2 product data will provide a solution to the lack of real-time observation data in regional and industrial CO2 source and sink research. Based on 4 sets of XCO2 product data, DataCube multi-dimensional data modeling can integrate the spatio-temporal information of different product data, thus realize the unified storage, correlation and gridding of spatio-temporal information of 4 sets of XCO2 product data. An XCO2 reconstruction method is proposed that can realize dynamic mapping, interaction, correlation analysis and feature fusion of multiple XCO2 product data, and finally the XCO2 reconstruction product of the 100 m full coverage grid in Beijing is obtained. The results show: the reconstruction results are highly consistent with the TCCON Xianghe station observation values (R2=0.90, RMSE=0.89), and are consistent with the time change trend of the CarbonTracker simulation results and TCCON observation results; in 2020, XCO2 in Beijing generally displayed a spatial distribution of lower in the north, higher in the central north and south, and highest in the central part; and dynamically reveals the regularity of the high and low value spatio-temporal variations and the vertical and horizontal transportation characteristics between "ecological conservation areas" and "development areas" in the Beijing area due to the influence of surface carbon sources and sinks.

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    Chen ZHAO, Jing ZHAO, Naixia MOU, Qunqun ZHAO. Full-coverage Reconstruction of XCO2 at 100 × 100 m Spatial Resolution in Beijing Using 4 Carbon Satellite Products[J]. Remote Sensing Technology and Application, 2024, 39(4): 821

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    Paper Information

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    Received: Aug. 10, 2023

    Accepted: --

    Published Online: Jan. 6, 2025

    The Author Email:

    DOI:10.11873/j.issn.1004-0323.2024.4.0821

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