The Collection of Typhoon Image Data and the Establishment of Typhoon Information Databases Under International Research Collaboration between Japan and Thailand

نویسنده

  • Asanobu KITAMOTO
چکیده

This paper describes our ongoing project under international research collaboration between Japan (National Institute of Informatics) and Thailand (Asian Institute of Technology) for the collection of typhoon image data and the establishment of typhoon information databases. Statistics on past typhoon records reveal that approximately one thirds of the typhoons formed in the Northwest Pacific basin have entered into South East Asia and this fact indicates the importance of the research into the analysis and prediction of typhoons in order to prevent or reduce massive damage from typhoons in this vulnerable region. Our challenge to this goal is unique in that our approach is mainly based on the informatics paradigm, namely based on ideas and techniques developed in the informatics community, in contrast to the traditional paradigm based on meteorology. The underlying infrastructure in this new paradigm is the large collection of typhoon images created from Japanese meteorological satellite GMS-5 Himawari. However, when observing South East Asia through this satellite, satellite images tend to show degradation in effective resolution and shape distortion due to earth curvature. Hence we demonstrate that satellite images from another type of satellite called NOAA can compensate the drawbacks of GMS-5, and can provide high quality typhoon imagery over South East Asia. We also point out that NOAA data received in Thailand are relevant data source for this combination, and that effective infrastructure for exchanging huge amount of satellite data is the SINET international link between Thailand and Japan.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Typhoon Analysis based on Artificial Intelligence Approach

Typhoon is a severe meteorological phenomenon that heavily affects many regions in Japan. Hence the accurate analysis and prompt prediction of typhoon is an important problem to solve. However, the analysis of typhoon involves the problem of time-series analysis of typhoon cloud patterns, which challenge, the author conjectures, cannot be solved solely using tools developed in the meteorology c...

متن کامل

Data Mining for Typhoon Image Collection

This paper introduces the application of data mining methods to the analysis and prediction of the typhoon. The testbed for this research is the typhoon image collection that we established, now archiving approximately 34,000 typhoon images created from satellite images of geostationary meteorological satellite GMS-5. We claim that this data collection is a medium-sized, well-controlled, and ri...

متن کامل

Enhancing the Quality of Typhoon Image Database Using NOAA AVHRR Data Received in Thailand

The Japanese geostationary meteorological satellite GMS-5, or also known as ”Himawari,” is positioned at 140◦E above the equator, and serves as a powerful tool for monitoring typhoons on the Pacific Ocean. This satellite is best suited for the monitoring of typhoons because of frequent observation, wide coverage, and fixed scan range. However, the degradation of effective resolution due to eart...

متن کامل

Digital Typhoon: A Data-Centric Approach to Events on the Earth

Typhoons are one of the most significant atmospheric events on the earth. They give large impacts to human society, hence early warning, accurate forecast, and the sharing of information, among others, is regarded as important research challenges for mitigating typhoon impacts. Although these challenges have been tackled by many researchers, our aim is to give a new perspective on these issues ...

متن کامل

Analysis and Prediction of the Typhoon from an Informatics Perspective

Analysis and prediction of the typhoon has been intensively studied by a number of meteorologists because of the huge impact of the typhoon to the society. We study the same issue from a different viewpoint — from an informatics perspective. Our goal is to discover relevant knowledge for typhoon analysis and prediction by means of various computational tools that have been developed in the info...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2001