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Assessing climate model accuracy and future climate change in Ghana's Savannah regions
被引:2
|作者:
Incoom, Awo Boatemaa Manson
[1
,2
]
Adjei, Kwaku Amaning
[1
,2
]
Odai, Samuel Nii
[3
]
Akpoti, Komlavi
[4
]
Siabi, Ebenezer Kwadwo
[5
,6
]
Awotwi, Alfred
[7
]
机构:
[1] Univ Energy & Nat Resources, Sunyani, Ghana
[2] Kwame Nkrumah Univ Sci & Technol, Kumasi, Ghana
[3] Accra Tech Univ, Accra, Ghana
[4] Int Water Management Inst IWMI, Accra, Ghana
[5] Univ Energy & Nat Resources, Earth Observat Res & Innovat Ctr EORIC, POB 214, Sunyani, Ghana
[6] Univ Energy & Nat Resources, Reg Ctr Energy & Environm Sustainabil, POB 214, Sunyani, Ghana
[7] Cardiff Univ, Sch Earth & Environm Sci, Cardiff, Wales
关键词:
climate adaptation;
climate change;
CORDEX;
Ghana;
RCPs;
Savannah zone;
BIAS CORRECTION;
CHANGE IMPACT;
SIMULATIONS;
REGCM3;
PRECIPITATION;
PROJECTIONS;
VALIDATION;
ENSEMBLE;
BASIN;
D O I:
10.2166/wcc.2023.070
中图分类号:
TV21 [水资源调查与水利规划];
学科分类号:
081501 ;
摘要:
This study aimed to compare the performance of six regional climate models (RCMs) in simulating observed and projecting future climate in the Savannah zone of Ghana, in order to find suitable methods to improve the accuracy of climate models in the region. The study found that the accuracy of both individual RCMs and their ensemble mean improved with bias correction, but the performance of individual RCMs was dependent on location. The projected change in annual precipitation indicated a general decline in rainfall with variations based on the RCM and location. Projections under representative concentration pathway (RCP) 8.5 were larger than those under RCP 4.5. The mean temperature changes recorded were 1 degrees C for the 2020s for both RCPs, 1-4 degrees C for the 2050s under both RCPs, and 1- 4 degrees C under RCP 4.5, and from 2 to 8 degrees C for the 2080s. These findings will aid farmers and governments in the West African subregion in making informed decisions and planning cost-effective climate adaptation strategies to reduce the impact of climate change on the ecosystem. The study highlights the importance of accurate climate projections to reduce vulnerability to climate change and the need to improve climate models in projecting climate in the West African subregion.
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页码:2362 / 2383
页数:22
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