Estimation of long-term gridded cloud radiative kernel and radiative effects based on cloud fraction

Liu, Xinyan; He, Tao; Wang, Qingxin; Xiao, Xiongxin; Ma, Yichuan; Wang, Yanyan; Luo, Shanjun; Du, Lei; Wu, Zhaocong

doi:https://doi.org/10.5194/essd-17-2405-2025

Articles | Volume 17, issue 6

https://doi.org/10.5194/essd-17-2405-2025

© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/essd-17-2405-2025

© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 17, issue 6

Data description paper

|

06 Jun 2025

Data description paper |

| 06 Jun 2025

Estimation of long-term gridded cloud radiative kernel and radiative effects based on cloud fraction

Xinyan Liu, Tao He, Qingxin Wang, Xiongxin Xiao, Yichuan Ma, Yanyan Wang, Shanjun Luo, Lei Du, and Zhaocong Wu

Related authors

Generation of global 1 km daily land surface – air temperature difference and sensible heat flux products from 2000 to 2020

Hui Liang, Shunlin Liang, Bo Jiang, Tao He, Feng Tian, Jianglei Xu, Wenyuan Li, Fengjiao Zhang, and Husheng Fang

Earth Syst. Sci. Data Discuss., https://doi.org/10.5194/essd-2025-136,https://doi.org/10.5194/essd-2025-136, 2025

Revised manuscript accepted for ESSD

Short summary

A seamless global daily 5 km soil moisture product from 1982 to 2021 using AVHRR satellite data and an attention-based deep learning model

Yufang Zhang, Shunlin Liang, Han Ma, Tao He, Feng Tian, Guodong Zhang, and Jianglei Xu

Earth Syst. Sci. Data Discuss., https://doi.org/10.5194/essd-2024-553,https://doi.org/10.5194/essd-2024-553, 2025

Revised manuscript accepted for ESSD

Short summary

Generation of global 1 km all-weather instantaneous and daily mean land surface temperatures from MODIS data

Bing Li, Shunlin Liang, Han Ma, Guanpeng Dong, Xiaobang Liu, Tao He, and Yufang Zhang

Earth Syst. Sci. Data, 16, 3795–3819, https://doi.org/10.5194/essd-16-3795-2024,https://doi.org/10.5194/essd-16-3795-2024, 2024

Short summary

A monthly 1° resolution dataset of daytime cloud fraction over the Arctic during 2000–2020 based on multiple satellite products

Xinyan Liu, Tao He, Shunlin Liang, Ruibo Li, Xiongxin Xiao, Rui Ma, and Yichuan Ma

Earth Syst. Sci. Data, 15, 3641–3671, https://doi.org/10.5194/essd-15-3641-2023,https://doi.org/10.5194/essd-15-3641-2023, 2023

Short summary

Generation of global 1 km daily soil moisture product from 2000 to 2020 using ensemble learning

Yufang Zhang, Shunlin Liang, Han Ma, Tao He, Qian Wang, Bing Li, Jianglei Xu, Guodong Zhang, Xiaobang Liu, and Changhao Xiong

Earth Syst. Sci. Data, 15, 2055–2079, https://doi.org/10.5194/essd-15-2055-2023,https://doi.org/10.5194/essd-15-2055-2023, 2023

Short summary

Pixel-level parameter optimization of a terrestrial biosphere model for improving estimation of carbon fluxes with an efficient model–data fusion method and satellite-derived LAI and GPP data

Rui Ma, Jingfeng Xiao, Shunlin Liang, Han Ma, Tao He, Da Guo, Xiaobang Liu, and Haibo Lu

Geosci. Model Dev., 15, 6637–6657, https://doi.org/10.5194/gmd-15-6637-2022,https://doi.org/10.5194/gmd-15-6637-2022, 2022

Short summary

Cited articles

Ahlstrom, A. and PROMICE project team: Programme for Monitoring of the Greenland Ice Sheet (PROMICE), Geol. Surv. Den. Greenl., 15, 61–64, 2011.

Baek, E.-H., Kim, J.-H., Park, S., Kim, B.-M., and Jeong, J.-H.: Impact of poleward heat and moisture transports on Arctic clouds and climate simulation, Atmos. Chem. Phys., 20, 2953–2966, https://doi.org/10.5194/acp-20-2953-2020, 2020.

Betts, A. K. and Viterbo, P.: Land‐surface, boundary layer, and cloud‐field coupling over the southwestern Amazon in ERA‐40, J. Geophys. Res.-Atmos., 110, D14108, https://doi.org/10.1029/2004jd005702, 2005.

Boeke, R. C. and Taylor, P. C.: Evaluation of the Arctic surface radiation budget in CMIP5 models, J. Geophys. Res.-Atmos., 121, 8525–8548, https://doi.org/10.1002/2016jd025099, 2016.

Boucher, O., Randall, D. D., Artaxo, P., Bretherton, C., Feingold, G., Forster, P., Kerminen, V.-M., Kondo, Y., Liao, H., Lohmann, U., Rasch, P., Satheesh, S. K., Sherwood, S., Stevens, B., and Zhang, X. Y.: Clouds and Aerosols, in: Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, edited by: Stocker, T. F., Qin, D., Plattner, G.-K., Tignor, M., Allen, S. K., Boschung, J., Nauels, A., Xia, Y., Bex, V., and Midgley, P. M., Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 571–658, https://doi.org/10.1017/CBO9781107415324.016, 2013.