1-km daily average air temperature of the Tibetan Plateau (1980-2014)- A Big Earth Data Platform for Three Poles

1) Data content (including elements and meanings): Gridded daily average air temperature of the Tibetan Plateau during 1980-2014 at 1-km resolution

2) Data source and processing method: Developed by integrating 8 types of reanalysis data (i.e., NNRP-2, 20CRV2c, JRA-55, ERA-Interim, MERRA2, CFSR, GLDAS and ERA5) downscaled with MODIS-estimated temperature lapse rates based on machine learing

3) Data quality description: According to leave-one-out validation based on stations, the average RMSE at China Adimistration Stations is about 1.7 ℃ and that at high-elevation field stations is about 1.9 ℃

File naming and required software

In geotiff format which can be read directly by mutiple GIS softwares (such as ArcGIS and QGIS)

Data Citations Data citation guideline What's data citation?

Cite as:

Zhang, F., Zhang, H. (2020). 1-km daily average air temperature of the Tibetan Plateau (1980-2014). A Big Earth Data Platform for Three Poles, DOI: 10.11888/Meteoro.tpdc.270377. CSTR: 18406.11.Meteoro.tpdc.270377. (Download the reference： RIS | Bibtex )

Related Literatures:

1. Zhang, H., Zhang, F., Zhang, G., Che, T., & Yan, W. (2018). How accurately can the air temperature lapse rate over the Tibetan Plateau be estimated from MODIS LSTs?. Journal of Geophysical Research: Atmospheres, 123(8), 3943-3960.( View Details | Bibtex)

2. Zhang, H.B, Immerzeel, W.W., Zhang*, F., De Kok, R.J., Gorrie, S.J., & Ye, M. (2021). Creating 1-km long-term (1980–2014) daily average air temperatures over the Tibetan Plateau by integrating eight types of reanalysis and land data assimilation products downscaled with MODIS-estimated temperature lapse rates based on machine learning. International Journal of Applied Earth Observations and Geoinformation (accepted).( View Details | Bibtex)

Using this data, the data citation is required to be referenced and the related literatures are suggested to be cited.

Support Program

Second Tibetan Plateau Scientific Expedition and Research Program (Grant No. 2019QZKK0203)

National Natural Science Foundation of China (Grant No. 41701079)

Copyright & License

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License： This work is licensed under an Attribution 4.0 International (CC BY 4.0)