Articles | Volume 16, issue 4
https://doi.org/10.5194/acp-16-2543-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/acp-16-2543-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
02 Mar 2016
Research article |
| 02 Mar 2016
Retrieving high-resolution surface solar radiation with cloud parameters derived by combining MODIS and MTSAT data
Wenjun Tang
CORRESPONDING AUTHOR
Key Laboratory of Tibetan Environment Changes and Land Surface Processes,
Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing
100101, China
CAS Center for Excellence in Tibetan Plateau Earth Sciences, Chinese Academy
of Sciences, Beijing 100101, China
Jun Qin
Key Laboratory of Tibetan Environment Changes and Land Surface Processes,
Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing
100101, China
Key Laboratory of Tibetan Environment Changes and Land Surface Processes,
Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing
100101, China
CAS Center for Excellence in Tibetan Plateau Earth Sciences, Chinese Academy
of Sciences, Beijing 100101, China
Shaomin Liu
State Key Laboratory of Remote Sensing Science, School of Geography, Beijing
Normal University, Beijing 100875, China
Ning Lu
State Key Laboratory of Resources and Environmental Information System,
Institute of Geographic Sciences and Natural Resources Research, Chinese
Academy of Sciences, Beijing 100101, China
Xiaolei Niu
Key Laboratory of Tibetan Environment Changes and Land Surface Processes,
Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing
100101, China
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72 citations as recorded by crossref.
- Estimation of High-Resolution Surface Shortwave Radiative Fluxes Using SARA AOD over the Southern Great Plains E. Javadnia et al. 10.3390/rs9111146
- An efficient algorithm for calculating photosynthetically active radiation with MODIS products W. Tang et al. 10.1016/j.rse.2017.03.028
- Estimation of Land Surface Downward Shortwave Radiation Using Spectral-Based Convolutional Neural Network Methods: A Case Study From the Visible Infrared Imaging Radiometer Suite Images Y. Zhang et al. 10.1109/TGRS.2022.3210990
- Daily Global Solar Radiation in China Estimated From High‐Density Meteorological Observations: A Random Forest Model Framework Z. Zeng et al. 10.1029/2019EA001058
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- High-resolution retrieval of cloud microphysical properties and surface solar radiation using Himawari-8/AHI next-generation geostationary satellite H. Letu et al. 10.1016/j.rse.2019.111583
- Convolutional neural network-based homogenization for constructing a long-term global surface solar radiation dataset C. Shao et al. 10.1016/j.rser.2022.112952
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- Estimation of 1 km downwelling shortwave radiation over the Tibetan Plateau under all-sky conditions P. Li et al. 10.5194/acp-23-9265-2023
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- Constructing a gridded direct normal irradiance dataset in China during 1981–2014 . WenminQin et al. 10.1016/j.rser.2020.110004
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- An Operational Approach for Generating the Global Land Surface Downward Shortwave Radiation Product From MODIS Data X. Zhang et al. 10.1109/TGRS.2019.2891945
- Estimation of Daily Average Shortwave Solar Radiation under Clear-Sky Conditions by the Spatial Downscaling and Temporal Extrapolation of Satellite Products in Mountainous Areas Y. Zhang & L. Chen 10.3390/rs14112710
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- Incorporating dynamic factors for improving a GIS‐based solar radiation model M. Zhang et al. 10.1111/tgis.12607
- Estimation of surface downward shortwave radiation over China from AVHRR data based on four machine learning methods Y. Wei et al. 10.1016/j.solener.2018.11.008
- Optimizing wind/solar combinations at finer scales to mitigate renewable energy variability in China L. Liu et al. 10.1016/j.rser.2020.110151
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- A 16-year dataset (2000–2015) of high-resolution (3 h, 10 km) global surface solar radiation W. Tang et al. 10.5194/essd-11-1905-2019
- Evaluation of Six Data Products of Surface Downward Shortwave Radiation in Tibetan Plateau Region T. Li et al. 10.3390/rs16050791
- Formation, radiative forcing, and climatic effects of severe regional haze Y. Lin et al. 10.5194/acp-22-4951-2022
Saved (preprint)
Latest update: 25 Apr 2024
Short summary
In this paper, we develop a new method to quickly retrieve high-resolution surface solar radiation (SSR) over China by combining MODIS and MTSAT data. The RMSEs of the retrieved SSR at hourly, daily, and monthly scales are about 98.5, 34.2, and 22.1 W m−2. The accuracy is comparable to or even higher than other two satellite radiation products. Finally, we derive an 8-year high-resolution SSR data set (hourly, 5 km) from 2007 to 2014, which would contribute to studies of land surface processes.
In this paper, we develop a new method to quickly retrieve high-resolution surface solar...
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