Reduced Ice Age Prediction Models

Language: English

Published by Tredition, Tredition Jun 2024, 2024

3384254694 / 9783384254696

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This item is printed on demand - Print on Demand Titel. Neuware -In this study, we explore the effectiveness of particle-filter algorithms in discerning between various differential equation (DE) models aimed at explaining the dynamics of ice age transitions. These models, which capture glacier formation and retreat mechanisms, incorporate parameters governing global CO2 levels, glacial ice volume, and ocean temperature, along with deterministic forcings from long-term variations in solar energy input. Employing a particle-filter method, we integrate historical CO2 data to estimate model parameters and states, considering both fixed and unknown parameters, including stochastic forcing terms. Our investigation involves validating the numerical model and benchmarking the particle filter's performance against synthetic CO2 data, followed by its application to actual CO2 data for model comparison. While all models demonstrated similar predictive capabilities concerning CO2 data, incorporating insolation forcing significantly improved predictions of ice volume proxy data across models. However, despite these enhancements, the particle filter method's sensitivity proved insufficient to differentiate effectively between the proposed ice age DE models, echoing previous findingstredition, Heinz-Beusen-Stieg 5, 22926 Ahrensburg 100 pp. Englisch. …

Seller Inventory # 9783384254696

Title
Reduced Ice Age Prediction Models
Author
Mack D. Harkins
Publisher
Tredition, Tredition Jun 2024
Publication year
2024
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3384254694
ISBN 13
9783384254696
Item weight
173 grams
Dimensions
220x155x8 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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