Preprint Article Version 1 Preserved in Portico This version is not peer-reviewed

A New Decision Support System for Analyzing Factors of Tornado Related Deaths in Bangladesh

Version 1 : Received: 5 May 2022 / Approved: 9 May 2022 / Online: 9 May 2022 (03:15:11 CEST)

A peer-reviewed article of this Preprint also exists.

Sufi, F.; Alam, E.; Alsulami, M. A New Decision Support System for Analyzing Factors of Tornado Related Deaths in Bangladesh. Sustainability 2022, 14, 6303. Sufi, F.; Alam, E.; Alsulami, M. A New Decision Support System for Analyzing Factors of Tornado Related Deaths in Bangladesh. Sustainability 2022, 14, 6303.

Journal reference: Sustainability 2022, 14, 6303
DOI: 10.3390/su14106303

Abstract

Tropical cyclones devastate large areas, take numerous lives and damage extensive property in Bangladesh. Research on landfalling tropical cyclones affecting Bangladesh has primarily focused on events occurring since AD1960 with limited work examining earlier historical records. We rectify this gap by developing a new tornado catalogue that include present and past records of tornados across Bangladesh maximizing use of available sources. Within this new tornado database, 119 records were captured starting from 1838 till 2020 causing 8,735 deaths and 97,868 injuries leaving more than 1,02,776 people affected in total. Moreover, using this new tornado data, we developed an end-to-end system that allows a user to explore and analyze the full range of tornado data on multiple scenarios. The user of this new system can select a date range or search a particular location, and then, all the tornado information along with Artificial Intelligence (AI) based insights within that selected scope would be dynamically presented in a range of devices including iOS, Android, and Windows. Using a set of interactive maps, charts, graphs, and visualizations the user would have a comprehensive understanding of the historical records of Tornados, Cyclones and associated landfalls with detailed data distributions and statistics.

Keywords

Regression; AI based Tornado Analysis; Decision Support System; Mobile Application

Subject

MATHEMATICS & COMPUTER SCIENCE, Information Technology & Data Management

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