Spatio-temporal changes in precipitation over Beijing-Tianjin-Hebei region, China

被引:37
|
作者
Zhao, Na [1 ,2 ,3 ]
Yue, Tianxiang [1 ,2 ,3 ]
Li, Han [4 ]
Zhang, Lili [1 ]
Yin, Xiaozhe [1 ]
Liu, Yi [1 ]
机构
[1] Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing, Peoples R China
[2] Univ Chinese Acad Sci, Beijing, Peoples R China
[3] Jiangsu Ctr Collaborat Innovat Geog Informat Reso, Nanjing, Jiangsu, Peoples R China
[4] China Univ Geosci Beijing, Sch Earth Sci & Resources, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Precipitation; Time series; Geographically Weighted Regression; HASM; MONSOON PRECIPITATION; INTERPOLATION; RAINFALL; TRENDS; ALGORITHM; PATTERN; EXAMPLE; TESTS; GIS;
D O I
10.1016/j.atmosres.2017.11.029
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
Changes in precipitation have a large effect on human society and are of primary importance for many scientific fields such as hydrology, agriculture and eco-environmental sciences. The present study intended to investigate the spatio-temporal characteristics of precipitation in Beijing-Tianjin-Hebei (BTH) region by using 316 meteorological stations during the period 1965-2014. Geographical Weighted Regression (GWR) method and High Accuracy Surface Modeling (HASM) method were applied to produce the precipitation patterns at different time scales. Mann-Kendall (WC) statistical test was applied to analyze the precipitation temporal variations. Results indicated that annual precipitation over the past 50 years appeared to be a non-periodic oscillation phenomenon; the number of wet years was approximately the same as that of dry years; significant positive trends were observed in spring during 1978-2014 and summer during 1996-2014; on the whole, precipitation in May, June, September, and December showed increasing trends at the 95% confidence level; and significant positive trends were also identified in July during 2000-2013 and August during 1997-2010, while slight decreasing trends were observed in February and November. Summer (June, July, and August) was the wettest season, accounting for 68.73% of annual totals in BTH. In general, northeastern BTH received the highest range of precipitation while northwestern area had the lowest. It was found that precipitation variation in this region had been closely linked to latitude, Digital Elevation Model (DEM), distance to the sea, and urbanization rate. In addition, land use played an important role in the decadal precipitation changes in BTH.
引用
收藏
页码:156 / 168
页数:13
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