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Assesment on temperature simulated by the IPCC AR5 GCMs in China, 1996-2005


SUN Zhen1,2JIA Shaofeng1LV Aifeng1ZHU Wenbin1,2GAO Yanchun1
1Key Laboratory of Water Cycle and Related Land Surface Processes,Institute of Geographic Sciences and Natural Resources Research,Chinese Academic of Sciences,Beijing 100101,China2University of Chinese Academic of Sciences,Beijing 100049,China

DOI:10.3974/geodb.2016.01.03.V1

Published:Jan. 2016

Visitors:1908       Data Files Downloaded:417      
Data Downloaded:221.32 MB      Citations:

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.2016.Assesment on temperature simulated by the IPCC AR5 GCMs in China, 1996-2005 ( ATempIPCC_AR5_GCMs_China_1996-2005 ) ,Global Change Research Data Publishing & Repository,DOI: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 DownLoad
Co-Sponsors

Institute of Geographic Sciences and Natural Resources Research,Chinese Academy of Sciences

The Geographical Society of China

Parteners

Committee on Data for Science and Technology (CODATA) Task Group on Preservation of and Access to Scientific and Technical Data in/for/with Developing Countries (PASTD)

Jomo Kenyatta University of Agriculture and Technology

Digital Linchao GeoMuseum