Climate Change Data Portal
DOI | 10.1007/s12517-019-4454-5 |
Spatial-temporal trend analysis of seasonal and annual rainfall (1966-2015) using innovative trend analysis method with significance test | |
Malik, Anurag1; Kumar, Anil1; Guhathakurta, Pulak2; Kisi, Ozgur3 | |
发表日期 | 2019 |
ISSN | 1866-7511 |
EISSN | 1866-7538 |
卷号 | 12期号:10 |
英文摘要 | This study investigates the spatial and temporal patterns of trends on seasonal (pre-monsoon, monsoon, post-monsoon, and winter) and annual rainfall time series data (1966-2015) at 13 stations located in the central Himalayan region of the Uttarakhand State of India. The temporal trend was analyzed using recently proposed innovative trend analysis (ITA) method with significance test. The results of the ITA method were compared with the Mann-Kendall (MK) test at 5% significance level. The spatial variation of the trends in seasonal and annual rainfall series was interpolated using the Thiessen polygon (TP) method in ArcGIS 10.2 environment. The results of comparison revealed that the trend detected by MK test (significantly positive in 3-time series and significantly negative in 6-time series) can be effectively identified using ITA (significantly positive in 19-time series and significantly negative in 32-time series). The ITA method could detect some trends that cannot be observed by the MK test. According to the spatial distribution of MK test, significantly increasing (decreasing) trends were observed in 1 (0), 1 (2), 0 (1), 1 (1), and 1 (1) polygons in pre-monsoon, monsoon, post-monsoon, winter, and annual rainfall data, while the ITA method detected significant trends in 3 (7), 6 (5), 1 (9), 4 (5), and 5 (6) polygons in the study region. The developed maps of spatial variability of rainfall trends may help the stakeholders and/or water resource managers to figure out the risk and vulnerability related to climate change in the study region. |
WOS研究方向 | Geology |
来源期刊 | ARABIAN JOURNAL OF GEOSCIENCES |
文献类型 | 期刊论文 |
条目标识符 | http://gcip.llas.ac.cn/handle/2XKMVOVA/97225 |
作者单位 | 1.GB Pant Univ Agr & Technol, Dept Soil & Water Conservat Engn, Coll Technol, Pantnagar 263145, Uttarakhand, India; 2.IMD, Pune 411005, Maharashtra, India; 3.Ilia State Univ, Fac Nat Sci & Engn, GE-0162 Tbilisi, Georgia |
推荐引用方式 GB/T 7714 | Malik, Anurag,Kumar, Anil,Guhathakurta, Pulak,et al. Spatial-temporal trend analysis of seasonal and annual rainfall (1966-2015) using innovative trend analysis method with significance test[J],2019,12(10). |
APA | Malik, Anurag,Kumar, Anil,Guhathakurta, Pulak,&Kisi, Ozgur.(2019).Spatial-temporal trend analysis of seasonal and annual rainfall (1966-2015) using innovative trend analysis method with significance test.ARABIAN JOURNAL OF GEOSCIENCES,12(10). |
MLA | Malik, Anurag,et al."Spatial-temporal trend analysis of seasonal and annual rainfall (1966-2015) using innovative trend analysis method with significance test".ARABIAN JOURNAL OF GEOSCIENCES 12.10(2019). |
条目包含的文件 | 条目无相关文件。 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。