GSTDTAP  > 气候变化
DOI10.1002/joc.6196
An ensemble procedure for pattern recognition of regional drought
Ali, Zulfiqar1; Hussain, Ijaz1; Faisal, Muhammad2,3; Shad, Muhammad Yousuf1; Elashkar, Elsayed E.4; Gani, Showkat5
2019-07-01
发表期刊INTERNATIONAL JOURNAL OF CLIMATOLOGY
ISSN0899-8418
EISSN1097-0088
出版年2019
文章类型Article;Early Access
语种英语
国家Pakistan; England; Saudi Arabia
英文摘要

Drought being a complex natural hazard is challenging to monitor. Although standardized procedures for drought characterization are commonly used, the uncertainty about accurate drought characterization under various procedures always exists. Therefore, for effective drought mitigation policies, it is necessary to compare the performance of new and the existing drought procedures. In this study, we proposed a new procedure-The Drought Intensity Pattern Determinate (DIPD) to examine and compare the spatial-temporal intensities of various drought episodes based on Standardized Drought Indices (SDI). The DIPD framework provides a new tool-The Drought Concentration Index (DCI) to understand the annual intensity of drought classes by alluding the observed frequencies of drought episodes. At the preliminary level of assessment, DIPD is employed at 52 meteorological stations of Pakistan, and compared three commonly used standardized drought indices: Standardized Precipitation Index (SPI), Standardized Evapotranspiration Index (SPEI) and Standardized Precipitation Temperature Index (SPTI). Exploratory analysis shows a mixed picture as all the drought indices behaving similar for some patterns of drought classes, while some classes show significant discrepancies. In addition, we assessed and compared the spatial distributions using spatial Poisson lognormal model by assuming SDI as a non-Gaussian process for individual total classes of observed DCI. Results show that the proposed method has ability to incorporate the inner variability in patterns of drought classes. In summary, the DIPD provided a new regional based comparative framework, which accounts the all possible episodes of drought classes and effect of inner discrepancies among quantitative values of SDI.


英文关键词drought Drought Concentration Index pattern spatial distribution uncertainty
领域气候变化
收录类别SCI-E
WOS记录号WOS:000474051500001
WOS关键词SPATIOTEMPORAL PATTERNS ; WET CONDITIONS ; RIVER-BASIN ; INDEXES ; PREDICTION ; DRY
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/184667
专题气候变化
作者单位1.Quaid I Azam Univ, Dept Stat, Islamabad, Pakistan;
2.Univ Bradford, Fac Hlth Studies, Bradford, W Yorkshire, England;
3.Bradford Teaching Hosp NHS Fdn Trust, Bradford Inst Hlth Res, Bradford, W Yorkshire, England;
4.King Saud Univ, Arriyadh Community Coll, Riyadh, Saudi Arabia;
5.King Saud Univ, Coll Bussiness Adm, Riyadh, Saudi Arabia
推荐引用方式
GB/T 7714
Ali, Zulfiqar,Hussain, Ijaz,Faisal, Muhammad,et al. An ensemble procedure for pattern recognition of regional drought[J]. INTERNATIONAL JOURNAL OF CLIMATOLOGY,2019.
APA Ali, Zulfiqar,Hussain, Ijaz,Faisal, Muhammad,Shad, Muhammad Yousuf,Elashkar, Elsayed E.,&Gani, Showkat.(2019).An ensemble procedure for pattern recognition of regional drought.INTERNATIONAL JOURNAL OF CLIMATOLOGY.
MLA Ali, Zulfiqar,et al."An ensemble procedure for pattern recognition of regional drought".INTERNATIONAL JOURNAL OF CLIMATOLOGY (2019).
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