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DOI | 10.1007/s00382-019-04808-y |
Temporal statistical analysis and predictive modelling of drought and flood in Rundu-Namibia | |
Orti, Miguel Vallejo; Negussie, Kaleb G. | |
2019-08-01 | |
发表期刊 | CLIMATE DYNAMICS
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ISSN | 0930-7575 |
EISSN | 1432-0894 |
出版年 | 2019 |
卷号 | 53页码:1247-1260 |
文章类型 | Article |
语种 | 英语 |
国家 | Namibia |
英文摘要 | Namibia is a semi-arid country characterized by the alternation of long drought periods and short episodes of intense rain, which often causes great stress to plants, animals and people. Thus, a deep understanding of the spatio-temporal distribution of rainfall is required to minimize their negative impacts, affecting food security. The temporal occurrence of drought and rainy events in the North East of Namibia (Rundu area) is described and studied for a series of monthly rainfall from 1940 until 2015. Inter-arrival times analysis is conducted to model the occurrence of extreme (high and low) rainfall events through a Poisson Point Process (PPP). Adapting the definitions of drought and flood to the water demands of crops in Rundu, it is deduced that the average inter-arrival time for droughts is smaller than for rainy years, presenting 3 and 10 years respectively. Results of PPP are presented on Lorenz Curves for different study cases (more than one, two and three events per time unit). From the PPP results it can be extracted that the probability of suffering a drought in a period of 5 years in Rundu is approximately 70%, while this likelihood is only 40% for floods. Considering the occurrence of three or more events in a time period of 10 years, the probability is almost 50% for drought and less than 10% floods. Point Process (PP) analysis demonstrates that Poisson Distribution can be used to model the occurrence of drought and floods in Rundu area, being especially precise to model the presence of one event in periods between 1 and 10years. |
英文关键词 | Crop production Drought ENSO Flood Food security Lorenz curve Namibia Poisson point process Rainfall |
领域 | 气候变化 |
收录类别 | SCI-E |
WOS记录号 | WOS:000475558800001 |
WOS关键词 | SUMMER RAINFALL |
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/185395 |
专题 | 气候变化 |
作者单位 | Namibia Univ Sci & Technol, Poly Hts 105,13 Jackson Kaujeua St, Windhoek, Namibia |
推荐引用方式 GB/T 7714 | Orti, Miguel Vallejo,Negussie, Kaleb G.. Temporal statistical analysis and predictive modelling of drought and flood in Rundu-Namibia[J]. CLIMATE DYNAMICS,2019,53:1247-1260. |
APA | Orti, Miguel Vallejo,&Negussie, Kaleb G..(2019).Temporal statistical analysis and predictive modelling of drought and flood in Rundu-Namibia.CLIMATE DYNAMICS,53,1247-1260. |
MLA | Orti, Miguel Vallejo,et al."Temporal statistical analysis and predictive modelling of drought and flood in Rundu-Namibia".CLIMATE DYNAMICS 53(2019):1247-1260. |
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