Researching | Accuracy assessment of atmospheric temperature and humidity profiles retrievals under cloudy conditions in summer and winter from FY-4 A/GIIRS observations

Infrared and Laser Engineering, Volume. 53, Issue 7, 20240107(2024)

Accuracy assessment of atmospheric temperature and humidity profiles retrievals under cloudy conditions in summer and winter from FY-4 A/GIIRS observations

Shuhan YAO and Li GUAN

Author Affiliations

China Meteorological Administration Aerosol-Cloud and Precipitation Key Laboratory, Nanjing University of Information Science and Technology, Nanjing 210044, China

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References(17)

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[3] J YANG, Z ZHANG, C WEI et al. Introducing the new generation of Chinese geostationary weather satellites, Fengyun-4. Bulletin of the American Meteorological Society, 98, 1637-1658(2017).

[4] J Li, J Li, J Otkin et al. Warning information in a preconvection environment from the geostationary advanced infrared sounding system—a simulation study using the IHOP case. Journal of Applied Meteorology and Climatology, 50, 776-783(2011).

[5] L H ZHU, Y S BAO, G P PETROPOULOS et al. Temperature and humidity profiles retrieval in a plain area from fengyun-3D/HIRAS sensor using a 1D-VAR assimilation scheme. Remote Sensing, 12, 435(2020).

[6] Zhenxiang SHEN, Chaoshun LIU. A study on the inversion of atmospheric temperature and humidity profiles by using CrIS infrared hyperspectral satellite data. Journal of East China Normal University (Natural Sciences), 3, 199-210(2019).

[7] Y QING, E J FETZER, B H KAHN et al. Cloud-state-dependent sampling in AIRS observations based on CloudSat cloud classification. Journal of Climate, 26, 8357-8377(2013).

[8] Pengyu HUANG, Qiang GUO, Changpei HAN et al. Research on retrieval of temperature profile on cloud based on FY-4A/GIIRS data. Laser & Optoelectronics Progress, 58, 1701002(2021).

[9] Q M XUE, L GUAN, X N SHI. One-dimensional variational retrieval of temperature and humidity profiles from the FY4A GIIRS. Advances in Atmospheric Sciences, 39, 471-486(2022).

[10] S REN, J JIANG, X FANG et al. FY-4A/GIIRS temperature validation in winter and application to cold wave monitoring. Journal of Meteorological Research, 36, 658-676(2022).

[11] Mingbin DU, Linli CUI, Feng LU, .. Quality evaluation of FY-4A/GIIRS atmospheric temperature profile. Journal of Infrared and Millimeter Waves, 42, 399-408(2023).

[12] A MILSTEIN, W BLACKWELL. Neural network temperature and moisture retrieval algorithm validation for AIRS/AMSU and CrIS/ATMS. Journal of Geophysical Research: Atmospheres, 121, 1414-1430(2016).

[13] Shunhan YAO, Li GUAN. Atmospheric temperature and humidity profile retrievals using a machine learning algorithm based on satellite-based infrared hyperspectral observations. Infrared and Laser Engineering, 51, 20210707(2022).

[14] P HUANG, Q GUO, C HAN et al. An improved method combining ANN and 1D-Var for the retrieval of atmospheric temperature profiles from FY-4A/GIIRS hyperspectral data. Remote Sensing, 13, 481(2021).

[15] P HUANG, Q GUO, C HAN et al. An improved method combining CNN and 1D-Var for the retrieval of atmospheric humidity profiles from FY-4A/GIIRS hyperspectral data. Remote Sensing, 13, 4737(2021).

[16] S H YAO, L GUAN. Comparison of three convolution neural network schemes to retrieve temperature and humidity profiles from the FY4A GIIRS observations. Remote Sensing, 14, 5112(2022).

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Shuhan YAO, Li GUAN. Accuracy assessment of atmospheric temperature and humidity profiles retrievals under cloudy conditions in summer and winter from FY-4 A/GIIRS observations[J]. Infrared and Laser Engineering, 2024, 53(7): 20240107

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Paper Information

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Received: Mar. 7, 2024

Accepted: --

Published Online: Aug. 9, 2024

The Author Email:

DOI:10.3788/IRLA20240107

Topics

laser devices and laser physics

Lasers and Laser Optics

laser manufacturing

Instrumentation, Measurement and Metrology