Simulation and projection of photovoltaic energy potential over a tropical region using CMIP6 models

被引:0
|
作者
Ojo, Olusola Samuel [1 ]
Adesemoye, Promise Dunsin [1 ]
机构
[1] Fed Univ Technol Akure, Dept Phys, PMB 704, Akure, Ondo, Nigeria
关键词
Photovoltaic energy; CMIP6; model; Scenarios; Climate region; SOLAR-RADIATION; CLIMATE-CHANGE; PERFORMANCE; FUTURE; POWER;
D O I
10.1016/j.jastp.2024.106384
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
The study examines the potential impact of climate change on photovoltaic energy (PV) in Nigeria. Solar radiation and temperature datasets from 13 regional climate models (CMIP6) for 2015-2099 were used to evaluate the photovoltaic energy under moderate (SSP245) and high (SSP585) emission scenarios for near-future (2023-2053), mid-future (2054-2084), and far-future (2084-2099) periods. The precision of the models for the simulation of PV energy was validated with MERRA-2 reference data using the compromise programming index (CPI). Models with the lowest CPI were selected for regional PV energy projections. The findings showed varying numbers of increase and decrease projected changes across the four regions under SSP245 and SSP585 scenarios for the near, mid and far future timescales. Specifically, in the SSP245 scenario, the model with lowest CPI was the CMCC-CESM2 model, it projected a decrease in PV energy in the Sahel (-2.30), an increase in the Guinea Savannah (+2.80), the Rainforest (+1.20) and the coastal region (+4.80) for the far future period (2085-2099). In the SSP585 scenario, the AWI-CM-1.1-MR model projected a decrease in the Sahel region (-4.60), while the MPI-ESM1-2-LR model projected an increase in the Guinea Savannah region (+1.80), and the ACCESS-CM2 model projected an increase in the Rainforest (+10.20) and Coastal regions (+13.20) for the far-future. All values in the parentheses are measured in watts-hour per square-meters. The projected changes in PV energy revealed the need fora regional-specific approach to the planning and implementation of energy transition mix in Nigeria.
引用
收藏
页数:15
相关论文
共 50 条
  • [21] Performance evaluation of CMIP6 global climate models for selecting models for climate projection over Nigeria
    Shiru, Mohammed Sanusi
    Chung, Eun-Sung
    THEORETICAL AND APPLIED CLIMATOLOGY, 2021, 146 (1-2) : 599 - 615
  • [22] Projection of Future Fire Emissions Over the Contiguous US Using Explainable Artificial Intelligence and CMIP6 Models
    Wang, Sally S. -C.
    Leung, L. Ruby
    Qian, Yun
    JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2023, 128 (14)
  • [23] Two Perspectives on Amplified Warming over Tropical Land Examined in CMIP6 Models
    Duan, Suqin Q.
    McKinnon, Karen A.
    Simpson, Isla R.
    JOURNAL OF CLIMATE, 2024, 37 (18) : 4743 - 4760
  • [24] Performance evaluation of CMIP6 global climate models for selecting models for climate projection over Nigeria
    Mohammed Sanusi Shiru
    Eun-Sung Chung
    Theoretical and Applied Climatology, 2021, 146 : 599 - 615
  • [25] Projection of Extreme Temperature Events over the Mediterranean and Sahara Using Bias-Corrected CMIP6 Models
    Babaousmail, Hassen
    Ayugi, Brian
    Rajasekar, Adharsh
    Zhu, Huanhuan
    Oduro, Collins
    Mumo, Richard
    Ongoma, Victor
    ATMOSPHERE, 2022, 13 (05)
  • [26] Observational constraint on the future projection of temperature in winter over the Tibetan Plateau in CMIP6 models
    Peng, Yuzhuo
    Duan, Anmin
    Hu, Wenting
    Tang, Bin
    Li, Xinyu
    Yang, Xianyi
    ENVIRONMENTAL RESEARCH LETTERS, 2022, 17 (03)
  • [27] Assessment and projection of elevation-dependent warming over the Tibetan Plateau by CMIP6 models
    Lihua Zhu
    Guangzhou Fan
    Theoretical and Applied Climatology, 2022, 147 : 1713 - 1723
  • [28] Assessment of the Sea Surface Salinity Simulation and Projection Surrounding the Asian Waters in the CMIP6 Models
    Jin, Shanshan
    Pan, Haidong
    Xu, Tengfei
    ATMOSPHERE, 2023, 14 (04)
  • [29] Evaluation and projection of changes in temperature and precipitation over Northwest China based on CMIP6 models
    Song, Xuanyu
    Xu, Min
    Kang, Shichang
    Wang, Rongjun
    Wu, Hao
    INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2024, 44 (14) : 5039 - 5056
  • [30] Comparison between CMIP5 and CMIP6 Models over MENA Region Using Historical Simulations and Future Projections
    Hamed, Mohammed Magdy
    Nashwan, Mohamed Salem
    Shiru, Mohammed Sanusi
    Shahid, Shamsuddin
    SUSTAINABILITY, 2022, 14 (16)