GSTDTAP  > 气候变化
DOI10.1002/joc.5359
Characterizing Indian meteorological moisture anomaly condition using long-term (1901-2013) gridded data: a multivariate moisture anomaly index approach
Das, Prabir Kumar1; Midya, Subrata Kumar2; Das, Dilip Kumar3; Rao, Goru Srinivas1; Raj, Uday4
2018-04-01
发表期刊INTERNATIONAL JOURNAL OF CLIMATOLOGY
ISSN0899-8418
EISSN1097-0088
出版年2018
卷号38页码:E144-E159
文章类型Article
语种英语
国家India
英文摘要

The long-term (1901-2013) gridded rainfall and potential evapotranspiration (PET) data were utilized to develop a new index, multivariate moisture anomaly index (MMAI), for characterizing the meteorological moisture anomaly condition during monsoon season over Indian region. The 6-month timescale standardized precipitation index (SPI) and standardized evapotranspiration index (SEI) were computed using time series rainfall and PET data using gamma and log-logistic distribution, respectively. The long-term seasonal SPI and SEI were converted into moisture anomaly magnitude and duration information, and their trends were analysed using Sen's slope and Mann-Kendall test, respectively. The standardized precipitation evapotranspiration index (SPEI) at 6-month timescale was also analysed to find the impact of rainfall and PET on meteorological moisture anomaly. Both the trends and probability analysis showed that SPEI was mainly representing the trends and pattern of SPI only and was unable to capture the impact of PET. The MMAI was developed by fitting the time series SPI and SEI information into different joint probability distribution and by adapting the best model for each grid. The new index was able to consider the impact of both rainfall and PET. Based on the MMAI trend analysis, it was found that the overall moisture anomaly was decreasing in northwest (NW) India, whereas it was increasing in northeast (NE), central and peninsular India. The trends analysis of SPI and SEI depicted that in NW India the significant decrease in moisture anomaly may be due to both increase in rainfall and decrease in PET, whereas in NE India the significant increase in moisture anomaly may be due to both increase in PET and decrease in rainfall. In eastern and Gujarat coast the increase in moisture anomaly may be attributed to increase in PET whereas the significant increase in rainfall might lead to reduced moisture anomaly over western coast.


英文关键词moisture anomaly rainfall potential evapotranspiration multivariate moisture anomaly index joint probability distribution
领域气候变化
收录类别SCI-E
WOS记录号WOS:000431999600011
WOS关键词SEA-SURFACE TEMPERATURES ; SUMMER MONSOON RAINFALL ; EVAPOTRANSPIRATION TRENDS ; SOUTHERN OSCILLATION ; EQUATORIAL PACIFIC ; AIR-TEMPERATURE ; DROUGHT ; PRECIPITATION ; VARIABILITY ; REGION
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/37652
专题气候变化
作者单位1.Natl Remote Sensing Ctr, Reg Remote Sensing Ctr East, BG 2,AA 1B, Kolkata 700156, India;
2.Univ Calcutta, Dept Atmospher Sci, Kolkata, W Bengal, India;
3.Univ Calcutta, Agr Chem & Soil Sci, Kolkata, W Bengal, India;
4.Natl Remote Sensing Ctr, Reg Ctr, Hyderabad, Andhra Pradesh, India
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Das, Prabir Kumar,Midya, Subrata Kumar,Das, Dilip Kumar,et al. Characterizing Indian meteorological moisture anomaly condition using long-term (1901-2013) gridded data: a multivariate moisture anomaly index approach[J]. INTERNATIONAL JOURNAL OF CLIMATOLOGY,2018,38:E144-E159.
APA Das, Prabir Kumar,Midya, Subrata Kumar,Das, Dilip Kumar,Rao, Goru Srinivas,&Raj, Uday.(2018).Characterizing Indian meteorological moisture anomaly condition using long-term (1901-2013) gridded data: a multivariate moisture anomaly index approach.INTERNATIONAL JOURNAL OF CLIMATOLOGY,38,E144-E159.
MLA Das, Prabir Kumar,et al."Characterizing Indian meteorological moisture anomaly condition using long-term (1901-2013) gridded data: a multivariate moisture anomaly index approach".INTERNATIONAL JOURNAL OF CLIMATOLOGY 38(2018):E144-E159.
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