Correction of bias of the HadGEM2-CC climate model of the Met Office Hadley Centre for the specific humidity climate variable in the Northwest Region of Madagascar and observation of climate change
Abstract & Details
Research Area
Climatology
Keywords
humidity
climatological mean
anomaly
trend
Mann-Kendall test
Principal Component Analysis
climate model
debinding method
quantile-quantile method
delta method
RCP4.5
RCP8.5
Abstract
This article presents the study of specific humidities in the North-West region of Madagascar, delimited by latitudes from -15 ° to -18 ° and longitudes from 44 ° to 48. The study of the evolution of annual averages of specific humidities at 700 and 850 hPa levels showed the absence of significant trend based on the Mann Kendall test.
The area can be subdivided into 5 regions with respect to the specific humidity at the 700 hPa level and 2 regions relative to the specific humidity at the 850 hPa level.
The bias correction of Hadley Center's HadGEM2-CC climate model by the debinding method, the quantile-quantile method and the delta method was performed for each region. The results reveal that one method of bias correction can be adapted to one region but not for another.
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Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | MAXWELL Djaffard | Laboratory of Applied Physics and Renewable Energies, Mahajanga University, Madagascar |
| 2 | DONA Victorien Bruno | Laboratory of Applied Physics and Renewable Energies, Mahajanga University, Madagascar |
| 3 | RAKOTOVELO Geoslin | Laboratory of Applied Physics and Renewable Energies, Mahajanga University, Madagascar |
| 4 | RATIARISON Adolphe Andriamanga | Laboratory of Atmospheric, Climate and Ocean Dynamics, University of Antananarivo, Madagascar |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Djaffard, MAXWELL, Bruno, DONA Victorien, Geoslin, RAKOTOVELO, & Andriamanga, RATIARISON Adolphe (2019). Correction of bias of the HadGEM2-CC climate model of the Met Office Hadley Centre for the specific humidity climate variable in the Northwest Region of Madagascar and observation of climate change. International Journal of Advance Research and Innovative Ideas In Education, 5(4), 997-1011.
MLA Style
Djaffard, MAXWELL, et al. "Correction of bias of the HadGEM2-CC climate model of the Met Office Hadley Centre for the specific humidity climate variable in the Northwest Region of Madagascar and observation of climate change." International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 4, 2019, pp. 997-1011.
IEEE Style
MAXWELL Djaffard, DONA Victorien Bruno, RAKOTOVELO Geoslin, and RATIARISON Adolphe Andriamanga, "Correction of bias of the HadGEM2-CC climate model of the Met Office Hadley Centre for the specific humidity climate variable in the Northwest Region of Madagascar and observation of climate change," International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 4, pp. 997-1011, 2019.
Vancouver Style
Djaffard MAXWELL, Bruno DONA Victorien, Geoslin RAKOTOVELO, Andriamanga RATIARISON Adolphe. Correction of bias of the HadGEM2-CC climate model of the Met Office Hadley Centre for the specific humidity climate variable in the Northwest Region of Madagascar and observation of climate change. International Journal of Advance Research and Innovative Ideas In Education. 2019;5(4):997-1011.
Harvard Style
Djaffard, MAXWELL, Bruno, DONA Victorien, Geoslin, RAKOTOVELO, & Andriamanga, RATIARISON Adolphe (2019) 'Correction of bias of the HadGEM2-CC climate model of the Met Office Hadley Centre for the specific humidity climate variable in the Northwest Region of Madagascar and observation of climate change', International Journal of Advance Research and Innovative Ideas In Education, 5(4), pp. 997-1011.
Chicago Style
Djaffard, MAXWELL, et al. "Correction of bias of the HadGEM2-CC climate model of the Met Office Hadley Centre for the specific humidity climate variable in the Northwest Region of Madagascar and observation of climate change." International Journal of Advance Research and Innovative Ideas In Education 5, no. 4 (2019): 997-1011.
Turabian Style
Djaffard, MAXWELL, et al. "Correction of bias of the HadGEM2-CC climate model of the Met Office Hadley Centre for the specific humidity climate variable in the Northwest Region of Madagascar and observation of climate change." International Journal of Advance Research and Innovative Ideas In Education 5, no. 4 (2019): 997-1011.
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