A method to modelling oil spill using combination of logistic regression and cellular automata

This study proposes a logistic regression-integrated cellular automata (CA) model for oil spill simulation, addressing challenges in parameter determination of traditional CA models. The method involves data preprocessing (geospatial alignment, resampling, normalization), Monte Carlo sampling for tr...

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Bibliographic Details
Main Authors: Yihan Zhang, Shanshan Li
Format: Article
Language:English
Published: Elsevier 2025-12-01
Series:MethodsX
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S221501612500319X
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