A cold wave is a weather phenomenon that is distinguished by marked cooling of the air, or with the invasion of very cold air, over a large area. In the present study, the Weather Research and Forecasting (WRF) model was tested through 30 different combinations of radiation parameterization schemes to simulate the regional climate over the Bangladesh. The objective was to investigate the response to the radiation parameters schemes for dynamic down-scaling of climatic variables. The temperature from the 30 different WRF setups were compared with the BMD observed data and were found sensitive to the radiation physics. The 30 combination of radiation physics along with the fixed WRF Single-moment 3-class microphysics, Kain-Fritiches cumulus physics, Noah Land Surface Physics and YSU planetary boundary-layer physics produced comparable results for 02 to 05 January 2019, 15 to 18 January 2019, 02 to 05 February 2019 and 28 to 31 December 2019. Having analyzed the simulation results using the different radiation physics schemes on the basis of RMSE at 2-meter air temperature at 34 stations over Bangladesh, we conclude that the New Goddard for long wave and Dudhia for short wave schemes combination (2.140764) is the most appropriate to simulate in the winter Extreme temperature. Then the selected combinations of WRF parameterizations were used to downscale the Extreme cold weather events, which showed good agreement with the reference data. The suggested WRF parameters from this study could be utilized for regional climate modeling of Bangladesh.
| [1] | Ma, S.; Zhu, B.C.; Liu, T.; Zhou, Y.; Ding, Y.; Orsolini, J. Polarized response of East Asian winter temperature extremes in the era of Arctic warming. J. Clim. 2018, 31, 5543-5557.View Article |
| [2] | Peterson, T.C.; Stott, P.A.; Herring, S. Explaining extreme events of 2011 from a climate perspective. Bull. Am. Meteor. Soc. 2012, 93, 1041-1067.View Article |
| [3] | Herring, S.C.; Hoell, A.; Hoerling, M.P.; Kossin, J.P.; Schreck, C.J., III; Stott, P.A. Explaining extreme events of 2015 from a climate perspective. Bull. Am. Meteorol. Soc. 2016, 97, S1-S145.View Article |
| [4] | Ding, Y.; Wang, Z.; Song, Y.; Zhang, J. The unprecedented freezing disaster in January 2008 in southern China and its possible association with the global warming. Acta Meteorol. Sin. 2008, 22, 538-558. |
| [5] | Gong, Z.; Feng, G.; Ren, F.; Li, J. A regional extreme low temperature event and its main atmospheric contributing factors. Theor. Appl. Climatol. 2014, 117, 195-206.View Article |
| [6] | Ma, S.; Zhu, C. Extreme cold wave over east asia in january 2016: a possible response to the larger internal atmospheric variability induced by Arctic warming. J. Clim. 2019, 32, 1203-1216.View Article |
| [7] | Roy, I. Solar cyclic variability can modulate winter Arctic climate. Sci. Rep. 2018, 8, 4864. [CrossRef] [PubMed] Commented [MHI9]: justify.View Article PubMed |
| [8] | Cohen, J.; Zhang, X.; Francis, J.; Jung, T.; Kwok, R.; Overland, J.; Ballinger, T.J.; Bhatt, U.S.; Chen, H.W.; Coumou, D.; et al. Divergent consensuses on Arctic amplification influence on midlatitude severe winter weather. Nat. Clim. Chang. 2020, 10, 20-29.View Article |
| [9] | Francis, J.A. Why Are Arctic Linkages to Extreme Weather Still up in the Air? Bull. Am. Meteorol. Soc. 2017, 98, 2551-2557.View Article |
| [10] | Petty, A.A. A possible link between winter Arctic sea ice decline and a collapse of the Beaufort High? Geophys. Res. Lett. 2018, 45, 2879-2882.View Article PubMed |
| [11] | Li, J.; Zheng, F.; Sun, C.; Feng, J.; Wang, J. Pathways of influence of the northern hemisphere mid-high latitudes on east asian climate: a review. Adv. Atmos. Sci. 2019, 36, 902-921.View Article |
| [12] | Wu, Z.W.; Li, J.P.; Jiang, Z.H.; He, J.H. Predictable climate dynamics of abnormal East Asian winter monsoon: Once-in-a-century snowstorms in 2007/2008 winter. Clim. Dyn. 2011, 37, 1661-1669.View Article |
| [13] | Screen, J.A.; Simmonds, I. Exploring links between Arctic amplification and mid-latitude weather. Geophys. Res. Lett. 2013, 40, 959-964.View Article |
| [14] | Cohen, J.; Screen, J.A.; Furtado, J.C.; Barlow, M.; Whittleston, D.; Coumou, D.; Francis, J.; Dethloff, K.; Entekhabi, D.; Overland, J.; et al. Recent Arctic amplification and extreme mid-latitude weather. Nat. Geosci. 2014, 7, 627-637.View Article |
| [15] | Mori, M.; Watanabe, M.; Shiogama, H.; Inoue, J.; Kimoto, M. Robust Arctic sea-ice infuence on the frequent Eurasian cold winters in past decades. Nat. Geosci. 2014, 7, 869-873.View Article |
| [16] | Honda, M.; Inoue, J.; Yamane, S. Infuence of low Arctic sea-ice minima on anomalously cold Eurasian winters. Geophys. Res. Lett. 2009, 36, L08707.View Article |
| [17] | Tang, Q.; Zhang, X.; Yang, X.; Francis, J.A. Cold winter extremes in northern continents linked to Arctic sea ice loss. Environ. Res. Lett. 2013, 8, 014036.View Article |
| [18] | Goosse, H.; Kay, J.E.; Armour, K.C.; Bodas-Salcedo, A.; Chepfer, H.; Docquier, D.; Jonko, A.; Kushner, P.J.; Lecomte, O.; Massonnet, F.; et al. Quantifying climate feedbacks in polar regions. Nat. Commun. 2018, 9, 1919.View Article PubMed |
| [19] | Tachibana, Y.; Komatsu, K.K.; Alexeev, V.A.; Cai, L.; Ando, Y. Warm hole in Pacific Arctic sea ice cover forced mid-latitude Northern Hemisphere cooling during winter 2017–2018. Sci. Rep. 2019, 9, 5567.View Article PubMed |
| [20] | Cattiaux J, Vautard R, Cassou C, Yiou P, Masson-Delmotte V and Codron F 2010 Winter 2010 in Europe: a cold extreme in a warming climate Geophys. Res. Lett. 37 704.View Article |
| [21] | Screen J A, Deser C and Sun L 2015 Reduced risk of north american cold extremes due to continued Arctic sea ice loss Bull. Am. Meteorol. Soc. 96 1489-503.View Article |
| [22] | van Oldenborgh G J, Haarsma R, De Vries H and Allen M R 2015 Cold extremes in north america versus mild weather in europe: the winter of 2013-14 in the context of a warming world Bull. Am. Meteorol. Soc. 96 707-14.View Article |
| [23] | Peterson T C et al 2013 Monitoring and understanding changes in heat waves, cold waves, floods, and droughts in the united states: state of knowledge Bull. Am. Meteorol. Soc. 94 821-34.View Article |
| [24] | EPA 2016 Climate Change Indicators: high and Low Temperatures, https://epa.gov/climate-indicators/climate-change-indicators-high-and-low-temperatures. |
| [25] | Vose R S, Easterling D R, Kunkel K E and Wehner M F 2017 Climate Science Special Report: A Sustained Assessment Activity of the US Global Change Research Program (Temperature Changes in the United States) (Washington, DC, USA: US Global Change Research Program) pp 267-300. |
| [26] | Charlton-Perez A J, Aldridge R W, Grams C M and Lee R 2019 Winter pressures on the UK health system dominated by the Greenland Blocking weather regime Weather Clim. Extremes 25 100218.View Article |
| [27] | Wolter K, Hoerling M P, Eischeid J K, van Oldenborgh G J, Quan X-W, Walsh J E, Chase T N and Dole R M 2015 How unusual was the cold winter of 2013/14 in the Upper Midwest? Bull. Am. Meteorol. Soc. 96 S10-4.View Article |
| [28] | Skamarock, W. C., Klemp, J. B., Dudhia, J., Gill, D. O., Liu, Z., Berner, J., Barker, M., Duda, M. G., Huang, X. Y. (2021). A Description of the Advanced Research WRF Model Version 4.3 (No. NCAR/TN-556+STR). |
| [29] | El-Shafie, A., Jaafer, O., Akrami, S. (2011). Adaptive neuro-fuzzy inference system-based model for rainfall forecasting in Klang River, Malaysia. International Journal of the Physical Sciences 6 (12), 2875-2888, 18 July, 2011. |
