研究目的
To understand the capability of AIRS and IASI sensors in observing the spatial and temporal distribution of CH4 by comparing their CH4 products with aircraft measurements and analyzing time series in tropics and high northern latitude regions.
研究成果
AIRS and IASI can provide valuable information to capture the spatiotemporal variation of CH4 in the mid-upper troposphere in most periods and regions, but further improvements in the retrieval algorithms and quality control are needed, particularly in high northern hemisphere regions.
研究不足
The retrieval accuracy is impacted by the instrument itself, including uncertainty in observed radiances associated with noise and calibration, and error in cloud-clearing. Quality control should be improved, particularly for IASI products.
1:Experimental Design and Method Selection:
The study compares CH4 products from AIRS and IASI with aircraft measurements and analyzes time series in specific regions.
2:Sample Selection and Data Sources:
Uses AIRS level-2 version 6 supporting products and IASI on Metop-A products, along with aircraft measurements from the HIAPER Pole-to-Pole Observations (HIPPO) program.
3:List of Experimental Equipment and Materials:
AIRS aboard NASA’s Aqua satellite and IASI aboard METOP-A,-B.
4:Experimental Procedures and Operational Workflow:
Retrieval algorithms for both AIRS and IASI are a sequential retrieval with multiple steps, focusing on CH4 retrieval under clear and partially cloudy conditions.
5:Data Analysis Methods:
Comparison of AIRS and IASI retrievals against aircraft measurements using averaging kernel to smooth high-resolution profile measurements.
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