New tools to generate realistic ice floe fields for computational models

Date

2022-05-26

Supervisor/s

Journal Title

Journal ISSN

Volume Title

Publisher

American Society of Mechanical Engineers

Department

Type

Article

ISSN

0892-7219

Format

Citation

Huang L, Igrec B, Thomas G. (2022) New tools to generate realistic ice floe fields for computational models, Journal of Offshore Mechanics and Arctic Engineering, Volume 144, Issue 4, August 2022, Paper number OMAE-21-1172

Abstract

Global warming has extensively transformed Arctic sea ice from continuous level ice coverage to unconsolidated ice floe fields. Whilst the ice floes have a mixture of different sizes and their locations are randomly distributed, contemporary computational models lack effective methods to generate floe fields with such a natural pattern. This work introduces two original tools that can generate realistic ice floe fields for computational models. They are a sequential generator that sequentially handles ice floes one by one, and a genetic generator based upon a genetic algorithm. Demonstration of the tools is given, presenting samples of generating various shapes of floes and arbitrary mixtures of different shapes. Furthermore, an example is provided that combines the generated floe field with computational work modelling a ship transiting in ice floes. In addition, the source code of the tools is sharable with the public.

Description

Software Description

Software Language

Github

Keywords

Computer simulation, Ice, Ice floes, Ships, Generators, Shapes, Arctic Ocean, Climate change, Genetic algorithms, Modeling, Offshore structures

DOI

Rights

Attribution 4.0 International

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