GSTDTAP  > 气候变化
DOI10.1002/joc.5717
Assessing the reliability and uncertainties of projected changes in precipitation and temperature in Coupled Model Intercomparison Project phase 5 models over the Lake Chad basin
Nkiaka, Elias1; Nawaz, Rizwan2; Lovett, Jon C.1
2018-11-30
发表期刊INTERNATIONAL JOURNAL OF CLIMATOLOGY
ISSN0899-8418
EISSN1097-0088
出版年2018
卷号38期号:14页码:5136-5152
文章类型Article
语种英语
国家England
英文摘要

Lake Chad lost more than 80% of its surface area over the past decades as a result of environmental change and climate variability. It is not yet known how climate change will affect water resources availability in the basin over the coming decades. In this study, the reliability ensemble averaging (REA) technique was used to evaluate the performance of Coupled Model Intercomparison Project phase 5 (CMIP5) models in simulating present-day precipitation and temperature (1980-2005), and to quantify the uncertainties in future projections (2050-2075) under two representative concentration pathways (RCPs) in the Lake Chad basin (LCB). Analyses were carried out at both annual and seasonal timescales. Overall, the CMIP5 models simulated precipitation better than temperature in the study area. Although the models were able to simulate the annual precipitation cycle in the basin, most models overestimated precipitation during the dry season and underestimated it during the monsoon season. Future annual basin precipitation is projected to increase by 2.5 and 5%, respectively, under RCP4.5 and RCP8.5 scenario by the middle of the century by most of the models and most of the model projections are within the REA uncertainty range. Despite the increase in projected annual precipitation in the basin, most models project a decrease in monsoon precipitation under both RCPs. Although the uncertainty range for future precipitation projections for most models lie within the range of natural climate variability, additional analysis is needed for results to be useful for any future planning in the study area.


英文关键词climate change climate projections CMIP5 Lake Chad basin reliability ensemble averaging simple model averaging uncertainty quantification
领域气候变化
收录类别SCI-E
WOS记录号WOS:000452430000007
WOS关键词CLIMATE-CHANGE ; RAINFALL VARIABILITY ; CENTRAL-AFRICA ; CMIP5 ; MONSOON ; WATER ; SIMULATIONS ; ENSEMBLE ; RECOVERY ; ITCZ
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/37070
专题气候变化
作者单位1.Univ Leeds, Sch Geog, Leeds, W Yorkshire, England;
2.Univ Sheffield, Dept Civil & Struct Engn, Sheffield, S Yorkshire, England
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GB/T 7714
Nkiaka, Elias,Nawaz, Rizwan,Lovett, Jon C.. Assessing the reliability and uncertainties of projected changes in precipitation and temperature in Coupled Model Intercomparison Project phase 5 models over the Lake Chad basin[J]. INTERNATIONAL JOURNAL OF CLIMATOLOGY,2018,38(14):5136-5152.
APA Nkiaka, Elias,Nawaz, Rizwan,&Lovett, Jon C..(2018).Assessing the reliability and uncertainties of projected changes in precipitation and temperature in Coupled Model Intercomparison Project phase 5 models over the Lake Chad basin.INTERNATIONAL JOURNAL OF CLIMATOLOGY,38(14),5136-5152.
MLA Nkiaka, Elias,et al."Assessing the reliability and uncertainties of projected changes in precipitation and temperature in Coupled Model Intercomparison Project phase 5 models over the Lake Chad basin".INTERNATIONAL JOURNAL OF CLIMATOLOGY 38.14(2018):5136-5152.
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