Initial validation of an agile coupled atmosphere-ocean general circulation model

Mathematical models based on physics, chemistry and biology principles are one of the main tools to understand climate interactions, variability and sensitivity to forcings. Model performance must be validated checking that results are consistent with actual/observed climate. This work describes the...

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Main Author: Grancini, Carlo
Other Authors: Ruggieri, Paolo, Pascale, Salvatore, Kucharski, Fred, Abid, M. Adnan
Format: Master Thesis
Language:English
Published: Alma Mater Studiorum - Università di Bologna 2022
Subjects:
Online Access:http://amslaurea.unibo.it/25439/
http://amslaurea.unibo.it/25439/1/Grancini_Tesi_v3.pdf
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spelling ftunivbollaurea:oai:amslaurea.cib.unibo.it:25439 2023-05-15T15:16:01+02:00 Initial validation of an agile coupled atmosphere-ocean general circulation model Grancini, Carlo Ruggieri, Paolo Pascale, Salvatore Kucharski, Fred Abid, M. Adnan 2022-03-17 application/pdf http://amslaurea.unibo.it/25439/ http://amslaurea.unibo.it/25439/1/Grancini_Tesi_v3.pdf en eng Alma Mater Studiorum - Università di Bologna http://amslaurea.unibo.it/25439/1/Grancini_Tesi_v3.pdf Grancini, Carlo (2022) Initial validation of an agile coupled atmosphere-ocean general circulation model. [Laurea magistrale], Università di Bologna, Corso di Studio in Fisica del sistema terra [LM-DM270] <http://amslaurea.unibo.it/view/cds/CDS8626/> cc_by_nc_nd4 CC-BY-NC-ND climate modelling,intermediate complexity,validation Fisica del sistema terra [LM-DM270] PeerReviewed info:eu-repo/semantics/masterThesis 2022 ftunivbollaurea 2022-05-01T15:24:40Z Mathematical models based on physics, chemistry and biology principles are one of the main tools to understand climate interactions, variability and sensitivity to forcings. Model performance must be validated checking that results are consistent with actual/observed climate. This work describes the initial validation of a new intermediate complexity, coupled climate model based on a set of existing atmosphere, ocean and sea-ice models. The model, developed and made available by the International Centre for Theoretical Physics (ICTP), is based on the widely used SPEEDY atmospheric model. Limited literature is available for its version, coupled to the NEMO ocean model referred to as SPEEDY-NEMO. The focus of this study is on the adaptation and validation of this model. A long-term spin-up run with constant present-day forcing has been performed to achieve a steady-state climate. The simulated climate has then been compared with observations and reanalyses of the recent past. The initial validation has shown that simulations spanning a thousand years can be easily run. The model does not require many h/w resources and therefore significant size samples can be generated if needed. Our results prove that long timescale, stable simulations are feasible. The model reproduces the main features of Earth’s mean climate and variability, despite the use of a fairly limited resolution grid, simple parameterizations and a limited range of physical processes. Ocean model outputs have not been assessed. However, a clear El Niño signal in the simulated Sea Surface Temperatures (SSTs) data and arctic sea ice extent show that the ocean model behaviour is close to observations. According to the results, the model is a promising tool for climate studies. However, to understand its full potential the validation should be improved and extended with an analysis of ocean variables and targeted simulations with modified conditions to evaluate model behaviour under different conditions Master Thesis Arctic Sea ice Università di Bologna: AMS Tesi di Laurea (Alm@DL) Arctic
institution Open Polar
collection Università di Bologna: AMS Tesi di Laurea (Alm@DL)
op_collection_id ftunivbollaurea
language English
topic climate modelling,intermediate complexity,validation
Fisica del sistema terra [LM-DM270]
spellingShingle climate modelling,intermediate complexity,validation
Fisica del sistema terra [LM-DM270]
Grancini, Carlo
Initial validation of an agile coupled atmosphere-ocean general circulation model
topic_facet climate modelling,intermediate complexity,validation
Fisica del sistema terra [LM-DM270]
description Mathematical models based on physics, chemistry and biology principles are one of the main tools to understand climate interactions, variability and sensitivity to forcings. Model performance must be validated checking that results are consistent with actual/observed climate. This work describes the initial validation of a new intermediate complexity, coupled climate model based on a set of existing atmosphere, ocean and sea-ice models. The model, developed and made available by the International Centre for Theoretical Physics (ICTP), is based on the widely used SPEEDY atmospheric model. Limited literature is available for its version, coupled to the NEMO ocean model referred to as SPEEDY-NEMO. The focus of this study is on the adaptation and validation of this model. A long-term spin-up run with constant present-day forcing has been performed to achieve a steady-state climate. The simulated climate has then been compared with observations and reanalyses of the recent past. The initial validation has shown that simulations spanning a thousand years can be easily run. The model does not require many h/w resources and therefore significant size samples can be generated if needed. Our results prove that long timescale, stable simulations are feasible. The model reproduces the main features of Earth’s mean climate and variability, despite the use of a fairly limited resolution grid, simple parameterizations and a limited range of physical processes. Ocean model outputs have not been assessed. However, a clear El Niño signal in the simulated Sea Surface Temperatures (SSTs) data and arctic sea ice extent show that the ocean model behaviour is close to observations. According to the results, the model is a promising tool for climate studies. However, to understand its full potential the validation should be improved and extended with an analysis of ocean variables and targeted simulations with modified conditions to evaluate model behaviour under different conditions
author2 Ruggieri, Paolo
Pascale, Salvatore
Kucharski, Fred
Abid, M. Adnan
format Master Thesis
author Grancini, Carlo
author_facet Grancini, Carlo
author_sort Grancini, Carlo
title Initial validation of an agile coupled atmosphere-ocean general circulation model
title_short Initial validation of an agile coupled atmosphere-ocean general circulation model
title_full Initial validation of an agile coupled atmosphere-ocean general circulation model
title_fullStr Initial validation of an agile coupled atmosphere-ocean general circulation model
title_full_unstemmed Initial validation of an agile coupled atmosphere-ocean general circulation model
title_sort initial validation of an agile coupled atmosphere-ocean general circulation model
publisher Alma Mater Studiorum - Università di Bologna
publishDate 2022
url http://amslaurea.unibo.it/25439/
http://amslaurea.unibo.it/25439/1/Grancini_Tesi_v3.pdf
geographic Arctic
geographic_facet Arctic
genre Arctic
Sea ice
genre_facet Arctic
Sea ice
op_relation http://amslaurea.unibo.it/25439/1/Grancini_Tesi_v3.pdf
Grancini, Carlo (2022) Initial validation of an agile coupled atmosphere-ocean general circulation model. [Laurea magistrale], Università di Bologna, Corso di Studio in Fisica del sistema terra [LM-DM270] <http://amslaurea.unibo.it/view/cds/CDS8626/>
op_rights cc_by_nc_nd4
op_rightsnorm CC-BY-NC-ND
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