Parameters Evolution in Source-Sink Space Population Evolutionary Models
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2024-07-30
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Abstract
MOCAT-SSEM is a Source-Sink model that predicts the Low Earth Orbit (LEO) space population divided into families using a predefined set of interaction parameters. Thanks to data from the Monte Carlo version of the model (MOCAT-MC), which propagates singularly every object, it is possible to estimate such parameters, assumed as additional stochastic variables. Thus, this paper proposed a new set of parameters so that the new Source-Sink model prediction better fits the computationally expensive and accurate MOCAT-MC simulation. Estimation is performed by extracting stochastic quantities from the space population, which has been analyzed to fit common probability density functions.
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Preprint
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This is a preprint from Ashley, Erin, Carla Simon Sanz, Simone Servadio, and Giovanni Lavezzi. "Parameters Evolution in Source-Sink Space Population Evolutionary Models." arXiv preprint arXiv:2407.21000 (2024). doi: https://doi.org/10.48550/arXiv.2407.21000.
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https://creativecommons.org/publicdomain/zero/1.0/