Assesment on Temperature Simulated by the IPCC AR5 GCMs in China, 1996-2005
SUN Zhen1,2JIA Shaofeng1LV Aifeng1ZHU Wenbin1,2GAO Yanchun1
1 Key Laboratory of Water Cycle and Related Land Surface Processes，Institute of Geographic Sciences and Natural Resources Research，Chinese Academic of Sciences，Beijing 100101，China2 University of Chinese Academic of Sciences，Beijing 100049，China
DOI:10.3974/geodb.2016.01.03.V1
Published:Jan. 2016
Visitors：14732 Data Files Downloaded：628
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Key Words：
IPCC AR5,GCMs,temperature,precision,daily,Progress in Geography
Abstract：
The dataset of “Assesment on temperature simulated by the IPCC AR5 GCMs in China, 1996-2005” (ATempIPCC_AR5_GCMs_China_1996-2005) was developed on the precision of the temperature simulated by nine IPCC AR5 (the Fifth Assessment Report of the Intergovernmental Panel on Climate Change) GCMs (Global Climate Models including: BCC, BNU, CanESM2, CCSM4, GISS-E2-R, IPSL-CM5A-LR, MPI-ESM-LR, MRI-CGCM3, NorESM1-M) and the multi-model ensemble (MME), based on the observed temperature of 660 stations in China from 1996 to 2005. The datasets were generated according to the following procedure: (1) The simulated temperature data in China were extracted from the GCMs datasets ; (2) The bilinear interpolation method was used to calculate the GCMs simulated temperature values in the 660 meteorological stations ; (3) The MME’s temperature data were calculated, which were the average of simulated temperature values by GCMs in the same station; (4) The accuracy of the simulated temperature values from nine IPCC AR5 GCMs and MME was calculated using 5 indexes comparing with the observed temperature data in the meteorological stations. The 5 indexes were correlation coefficient (R2), deviation (Bias), mean absolute error (MAE), mean relative error (MRE) and root mean square error (RMSE). The discovery paper based on the dataset was published in the journal of Progress in Geography in 2015 (No. 10, Vol. 34, 2015). The dataset is in .xlsx format and the total size is 543KB.
Foundation Item：
Data Citation：
SUN Zhen, JIA Shaofeng, LV Aifeng, ZHU Wenbin, GAO Yanchun. Assesment on Temperature Simulated by the IPCC AR5 GCMs in China, 1996-2005[J/DB/OL]. Digital Journal of Global Change Data Repository, 2016. https://doi.org/10.3974/geodb.2016.01.03.V1.
Data Product:
| ID |
Data Name |
Data Size |
Operation |
| 1 |
ATempIPCC_AR5_GCMs_China_1996-2005.xlsx |
543.49KB |
|