Desirability Function Approach to Response Surface Optimization Analysis of Atmospheric Carbon Dioxide CO2 Emissions in Africa

1
Mohamed Ali Abu Sheha
Mohamed Ali Abu Sheha
2
Christ P. Tsokos
Christ P. Tsokos
3
Lohuwa Mamudu
Lohuwa Mamudu
1 University of South Florida

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The continuous growing worlds’ impact of climate change (global warming), including frequent natural disasters such as earthquakes, wildfires, etc.; rising food insecurity, infectious diseases, etc.; among others, causing economic, political, and civil unrest cannot be downplayed. Carbon dioxide (CO 2 ) is the most significant contributor to climate change, mainly generate through human-induced industrial and techno logical advancement activities. Africa is most vulnerable to the impact of climate change in the world. Hence, any effort to combat climate change in Africa will be an outstanding achievement towards mitigating the excessive effect of climate change globally. We proposed a surface response optimization method to optimize (mini mize) the CO 2 emissions in Africa. We utilized the desirability function approach to obtain the optimum value of the risk factors that minimize Africa’s CO 2 emissions. The minimum value of the CO 2 was obtained along with a 95% confidence region.

Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

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Not applicable for this article.

Mohamed Ali Abu Sheha. 2026. \u201cDesirability Function Approach to Response Surface Optimization Analysis of Atmospheric Carbon Dioxide CO2 Emissions in Africa\u201d. Global Journal of Science Frontier Research - H: Environment & Environmental geology GJSFR-H Volume 22 (GJSFR Volume 22 Issue H7): .

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Alt text: Graph showing rising global temperatures and climate impact data.
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Crossref Journal DOI 10.17406/GJSFR

Print ISSN 0975-5896

e-ISSN 2249-4626

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GJSFR-H Classification: DDC Code: 363.73874 LCC Code: QC879.8
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November 30, 2022

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English

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The continuous growing worlds’ impact of climate change (global warming), including frequent natural disasters such as earthquakes, wildfires, etc.; rising food insecurity, infectious diseases, etc.; among others, causing economic, political, and civil unrest cannot be downplayed. Carbon dioxide (CO 2 ) is the most significant contributor to climate change, mainly generate through human-induced industrial and techno logical advancement activities. Africa is most vulnerable to the impact of climate change in the world. Hence, any effort to combat climate change in Africa will be an outstanding achievement towards mitigating the excessive effect of climate change globally. We proposed a surface response optimization method to optimize (mini mize) the CO 2 emissions in Africa. We utilized the desirability function approach to obtain the optimum value of the risk factors that minimize Africa’s CO 2 emissions. The minimum value of the CO 2 was obtained along with a 95% confidence region.

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Desirability Function Approach to Response Surface Optimization Analysis of Atmospheric Carbon Dioxide CO2 Emissions in Africa

Mohamed Ali Abu Sheha
Mohamed Ali Abu Sheha University of South Florida
Christ P. Tsokos
Christ P. Tsokos
Lohuwa Mamudu
Lohuwa Mamudu

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