I would like to show my thanks to Mr. Suzuyama, who is working in Environmental Consultant of Ocean and Human. He provided me the data of WRF on four typhoons and without his helps, this project has not been the same as the present. Thanks to him, main part of this project could be completed. Special thanks to my supervisor in Sweden, Magnus Larson, who gave me valuable advices. Owing to his advices, my thesis could be improved a lot. Many thanks to Hans Hanson for his review and contribution to the improvement of this report. Special thanks to my laboratory members in Japan. They always encouraged me whenever I had a big problem and got depressed. Also especially Taiki Shibata and Seizi Takeda supported me technically on how to deal with the data of d4PDF. Without their helps, main part of this project could not be completed. Special thanks to my colleagues in Sweden. They always helped me and taught me anything I could not understand especially because of language problem and also encouraged me whenever I needed. With their helps, I could finish all my projects. Finally, for my parents, thank you for all of your love and support during my time of being a double degree student. They provided me an incredible experiment in Sweden and Japan, which is never forgettable for me. Thanks to them, I could challenge anything even which I thought I could not realize and finally completed my degree project. I would like to share this big achievement with them.