Climate change projections of maximum temperature in the pre-monsoon season in Bangladesh using statistical downscaling of global climate models

• Published in: Advances in science and research Vol. 18; pp. 99 - 114
• Main Authors: Rashid, M. Bazlur, Hossain, Syed Shahadat, Mannan, M. Abdul, Parding, Kajsa M, Hygen, Hans Olav, Benestad, Rasmus E, Mezghani, Abdelkader
• Format: Journal Article
• Language: English
• Published: Katlenburg-Lindau Copernicus GmbH 13.07.2021; Copernicus Publications
• Subjects: Analysis; Climate change; Climate change influences; Climate models; Eigenvalues; Future climates; Global climate; Global climate models; Global temperature changes; Local climates; Maximum temperatures; Mean temperatures; Monsoons; Precipitation; Seasons; Simulation; Support vector machines; Temperature; Temperature data; Weather; Wind; Bangladesh
• ISSN: 1992-0636; 1992-0628; 1992-0636
• DOI: 10.5194/asr-18-99-2021

The climate of Bangladesh is very likely to be influenced by global climate change. To quantify the influence on the climate of Bangladesh, Global Climate Models were downscaled statistically to produce future climate projections of maximum temperature during the pre-monsoon season (March–May) for the 21st century for Bangladesh. The future climate projections are generated based on three emission scenarios (RCP2.6, RCP4.5 and RCP8.5) provided by the fifth Coupled Model Intercomparison Project. The downscaling process is undertaken by relating the large-scale seasonal mean temperature, taken from the ERA5 reanalysis data set, to the leading principal components of the observed maximum temperature at stations under Bangladesh Meteorological Department in Bangladesh, and applying the relationship to the GCM ensemble. The in-situ temperature data has only recently been digitised, and this is the first time they have been used in statistical downscaling of local climate projections for Bangladesh. This analysis also provides an evaluation of the local data, and the local temperatures in Bangladesh show a close match with the ERA5 reanalysis. Compared to the reference period of 1981–2010, the projected maximum pre-monsoon temperature in Bangladesh indicate an increase by 0.7/0.7/0.7 ∘C in the near future (2021–2050) and 2.2/1.2/0.8 ∘C in the far future (2071–2100) assuming the RCP8.5/RCP4.5/RCP2.6 scenario, respectively.