Md. Jalal Uddin
Jejudaehak-ro 102, Jejusi, Jeju 63243, Republic of Korea
Postdoctoral Researcher, Typhoon Research Center, College of Ocean Science, Jeju National University, South Korea.
Education
Ph.D in Atmospheric Physics and Atmospheric Environment, Nanjing University of Information Science and Technology, China, (2020–2023)
M.Sc in Applied Meteorology, Nanjing University of Information Science and Technology, China, (2017–2019)
B.Sc in Disaster Management (Hons.), Patuakhali Science and Technology University, Bangladesh, (2010–2015)
Bio
Dr Jalal’s research areas include tropical cyclone (TC)-related weather extremes (strong winds, heavy rainfall and storm surges), drought and climate extremes (i.e. temperature and precipitation extremes). His work mainly focuses on the application of machine learning and deep learning to TC climatology (genesis, track, intensity and size), including TC hazards (wind, surge and rainfall), drought and climate extremes prediction. Other research interests include understanding the response of ocean-atmosphere teleconnections to cyclones, drought and climate extremes. He is currently working at the Typhoon Research Centre on an Advanced Circulation Model (ADCIRC) to generate realistic typhoon wind and pressure fields.
Publication
2022
Uddin, M. J., Li, Y., Sattar, M. A., Liu, M., & Yang, N. (2022). An improved cluster-wise typhoon rainfall forecasting model based on machine learning and deep learning models over the Northwestern Pacific Ocean. Journal of Geophysical Research: Atmospheres, 127, e2022JD036603. https://doi.org/10.1029/2022JD036603
Uddin, Md. J., Li, Y., Sattar, Md. A., Nasrin, Z. Most., & Lu, C. (2022). Effects of learning rates and optimization algorithms on forecasting accuracy of hourly typhoon rainfall: experiments with convolutional neural network. Earth and Space Science. https://doi.org/10.1029/2021ea002168
Uddin, Md. J., Li, Y., Tamim, Md. Y., Miah, Md. B., & Ahmed, S. M. S. (2022). Extreme rainfall indices prediction with atmospheric parameters and ocean-atmospheric teleconnections using Random Forest model. Journal of Applied Meteorology and Climatology. https://doi.org/10.1175/jamc-d-21-0170.1
Uddin, Md. J., Wahiduzzaman, M., Islam, A. R. Md. T., Eibek, K. U., & Nasrin, Z. Most. (2022). Impacts of climate modes on temperature extremes over Bangladesh using statistical methods. Meteorology and Atmospheric Physics, 134(2). https://doi.org/10.1007/s00703-022-00868-8
Uddin, M.J., Li, Y., Sattar, M.A. and Mistry, S. (2022), Climatic water balance forecasting with machine learning and deep learning models over Bangladesh. Int J Climatol. Accepted Author Manuscript. https://doi.org/10.1002/joc.7885
2021
Uddin, M. J., Nasrin, Z. M., & Li, Y. (2021). Effects of vertical wind shear and storm motion on tropical cyclone rainfall asymmetries over the North Indian Ocean. Dynamics of Atmospheres and Oceans. https://doi.org/10.1016/j.dynatmoce.2020.101196
2020
Uddin, M. J., Hu, J., Islam, A. R. M. T., Eibek, K. U., & Nasrin, Z. M. (2020). A comprehensive statistical assessment of drought indices to monitor drought status in Bangladesh. Arabian Journal of Geosciences, 13(9), 323. https://doi.org/10.1007/s12517-020-05302-0
2019
Uddin, M. J., Li, Y., Cheung, K. K., Nasrin, Z. M., Wang, H., Wang, L., & Gao, Z. (2019). Rainfall contribution of Tropical Cyclones in the Bay of Bengal between 1998 and 2016 using TRMM satellite data. Atmosphere, 10(11). https://doi.org/10.3390/atmos10110699
Collaborative research
Ojara, M.A., Yunsheng, L., Uddin, M.J. et al. Statistical Evaluation of Changes and Periodicity in Rainfall over East Africa during the Period 1960–2017. Pure Appl. Geophys. (2022). https://doi.org/10.1007/s00024-022-03101-0
Hossain, S. Md. S., Haque, Md. E., Pramanik, Md. A. H., Uddin, Md. J., & al Harun, Md. A. Y. (2020). Assessing the groundwater quality and health risk: A case study on Setabganj sugar mills limited, Dinajpur, Bangladesh. Water Science, 34(1), 110–123. https://doi.org/10.1080/11104929.2020.1790184
Nyasulu, M., Haque, M. M., Kumar, K. R., Banda, N., Ayugi, B., & Uddin, M. J. (2021). Temporal patterns of remote-sensed tropospheric carbon dioxide and methane over an urban site in Malawi, Southeast Africa: Implications for climate effects. Atmospheric Pollution Research, 12(3), 125–135. https://doi.org/10.1016/j.apr.2021.02.005
Ojara, M. A., Lou, Y., Aribo, L., Namumbya, S., & Uddin, M. J. (2020). Dry spells and probability of rainfall occurrence for Lake Kyoga Basin in Uganda, East Africa. Natural Hazards, 100(2), 493–514. https://doi.org/10.1007/s11069-019-03822-x
Wahiduzzaman, M., Islam, A. R. M. T., Luo, J., Shahid, S., Uddin, M. J., Shimul, S. M., & Sattar, M. A. (2020). Trends and variabilities of thunderstorm days over Bangladesh on the enso and iod timescales. Atmosphere, 11(11). https://doi.org/10.3390/atmos11111176
Wahiduzzaman, M., Ali, M. A., Luo, J. J., Wang, Y., Uddin, M. J., Shahid, S., et al. (2022). Effects of convective available potential energy, temperature and humidity on the variability of thunderstorm frequency over Bangladesh. Theoretical and Applied Climatology, 147(1–2), 325–346. https://doi.org/10.1007/s00704-021-03833-4
Zhai, J., Mondal, S. K., Fischer, T., Wang, Y., Su, B., Huang, J., et al. (2020). Future drought characteristics through a multi-model ensemble from CMIP6 over South Asia. Atmospheric Research, 246, 105111. https://doi.org/10.1016/j.atmosres.2020.105111
Book
Uddin, M. J., Newaz, M. A, Eshita, N. R., Talukder, A., Salam, R., Hossain, M. A., Rahman, M. H. (2022). Scientific Data Analysis and Visualization with NCL. Research Society, Rangpur-5404, Bangladesh. ISBN: 978-984-35-2590-1, https://doi.org/10.5281/zenodo.6591433
Uddin, M. J., Eshita, N. R., Newaz, M. A, Sheikh, N., Talukder, A., Akter. A., Rahman, M. H., Miah, M. B., (2023). Scientific Data Analysis and Visualization with Python. Research Society, Rangpur-5404, Bangladesh. ISBN: 978-984-35-3614-3, https://doi.org/10.5281/zenodo.7592894
Uddin, M. J., Miah, M. B., Rahman, M. H., (2023). Basic English Grammar for Beginner. Research Society, Rangpur-5404, Bangladesh. https://doi.org/10.5281/zenodo.7578041
Uddin, M. J., Mia, S., Sattar, M. A., (2023). Scientific Article Publication from Drafting to Proofreading. Research Society, Rangpur-5404, Bangladesh. https://doi.org/10.5281/zenodo.7674036
Computer Skills
- Linux (Ubuntu, Fedora)
- NCL
- MATLAB
- Python
- GrADS
- CDO
- WRF (basic level)
- C (basic level)
- FORTRAN (basic level)
- SPSS
- Arc GIS (basic level)
- Microsoft office word, excel, and power point
- Mendeley
Trainer
- He taught NCL, CDO, Python and MATLAB to Bachelor, Master, and PhD students during software training from 2018 to 2022. It was organized by the International Meteorological Students Association (IMSA) and the college of International Students (CIS), Nanjing University of Information Science and Technology, China.
- Now, he is teaching Bangladeshi students online to develop their skills in Python, C, NCL, MATLAB, SPSS, scientific paper writing, and English Language
Work Experience
- He worked as a research assistant of Dr. Md. Abdus Sattar and Dr. Kevin Cheung. It was a PhD research work of Dr. Md. Abdus Sattar, Department of Environmental Sciences, Faculty of Science and Engineering, Macquarie University, NSW 2109. His responsibility was to collect baseline information, household survey, study area visit, data entry, coding, decoding, and reporting during December 2016-April 2017 for helping Dr. Md. Abdus Sattar’s PhD research, entitled as “Cyclone risk perceptions, impacts and adaptations in coastal Bangladesh: households and experts’ perspectives”. Reference Number: 5201600982.
- He has successfully performed an internship from 1 January 2015 to May 2015 under DUET NICHE project, entitled as “Capacity Development on Adaptation and Disaster Management in Water Sector Related to Climate Change”. The program was for the partial fulfilments of the requirements for the Degree of Bachelor of Science in Disaster Management (Hons.) and funded by Nuffic and Wageningen University, the Netherlands.
Managerial Skills
- He was the founder and director of ‘SOBAR JONNO AMRA’, a charitable organization of Patuakhali Science and Technology University.
- Now, he is the founder and director of ‘Research Society’. In addition, he is the group leader of the scientific research project of Research Society.
