GSTDTAP  > 气候变化
DOI10.1002/joc.5018
WRF simulation and downscaling of local climate in Central Asia
Qiu, Yuan1,2; Hu, Qi3,4; Zhang, Chi1,5
2017-08-01
发表期刊INTERNATIONAL JOURNAL OF CLIMATOLOGY
ISSN0899-8418
EISSN1097-0088
出版年2017
卷号37
文章类型Article
语种英语
国家Peoples R China; USA
英文摘要

Progresses in understanding climate variation and its ecosystem responses and feedback in Central Asia have been limited by availability of high resolution and quality climate data. To ease this limitation, the Weather Research and Forecasting (WRF) model is implemented in Central Asia in this study after repeated yearly sensitivity evaluations. The optimized WRF is used to downscale the ERA-Interim reanalysis data, producing a new regional dataset of 20 x 20 km spatial resolution covering 1980-2015. The downscaled precipitation and daily maximum and minimum temperatures of seven years from 1980-1986, when the observational data are the most abundant, are compared in statistical measures to station observations and also contrasted with the comparison results between the ERA-Interim data and the observations. Results of those comparisons show that the downscaled data have overall comparable accuracy in precipitation and daily extreme temperatures to the ERA-Interim data. An outstanding improvement of the downscaled data is in their describing the variance in precipitation and temperatures at daily to annual timescales, while the downscaled extreme precipitation and temperature events also show more accurate comparisons to the observed at some sub-regions in Central Asia. The validated WRF model, which can be used to further downscale past as well as future climate data for specific research needs, and the downscaled high resolution and quality data present both a tool and a useful dataset for ecological and detailed climate research in Central Asia.


英文关键词dynamical downscaling high-resolution dataset Central Asia
领域气候变化
收录类别SCI-E
WOS记录号WOS:000417298600035
WOS关键词PRECIPITATION ; VARIABILITY ; REANALYSIS ; SYSTEM ; MODEL ; CMIP5
WOS类目Meteorology & Atmospheric Sciences
WOS研究方向Meteorology & Atmospheric Sciences
引用统计
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/37055
专题气候变化
作者单位1.Chinese Acad Sci, State Key Lab Desert & Oasis Ecol, Xinjiang Inst Ecol & Geog, Beijing, Peoples R China;
2.Univ Chinese Acad Sci, Beijing, Peoples R China;
3.Univ Nebraska Lincoln, Sch Nat Resources, Lincoln, NE USA;
4.Univ Nebraska Lincoln, Dept Earth & Atmospher Sci, Lincoln, NE USA;
5.Shihezi Univ, Coll Life Sci, Shihezi, Peoples R China
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Qiu, Yuan,Hu, Qi,Zhang, Chi. WRF simulation and downscaling of local climate in Central Asia[J]. INTERNATIONAL JOURNAL OF CLIMATOLOGY,2017,37.
APA Qiu, Yuan,Hu, Qi,&Zhang, Chi.(2017).WRF simulation and downscaling of local climate in Central Asia.INTERNATIONAL JOURNAL OF CLIMATOLOGY,37.
MLA Qiu, Yuan,et al."WRF simulation and downscaling of local climate in Central Asia".INTERNATIONAL JOURNAL OF CLIMATOLOGY 37(2017).
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