Scripts for THESIS

Thesis is authored by Yousheng Li, who could be contacted at ys.li@bristol.ac.uk

We aim to add all relevant scripts to this repo.

Local copy sits under:~/docs/scripts/scripts_thesis

Chapter global climate

1. Model-data comparison

1. Proxy records collection and processing
2. Model data processing
3. Model-data comparison

2. EBM analysis

This is a fit version for local laptops with all the locals file readable.

We'll put the eocene solid version here and make further changes.

Currently, make_EBM_fluxes_yoush.py is the standard file to produce normal EBM analysis plots for 12 sets of expts, file 12sims_make.py is likely a copy of it. Files, amoc_EBM_fluxes.py, co2_sensitivity_EBM_fluxes.py, humidity_analysis.py are different versions of codes used to produce standard EBM analysis plots for AMOC series expts (based on PI), for CO₂ sensitivity expts based on the 280 ppm expt, and for humidity analysis for standard global climate expts for 4 paleogeogs under 3 CO₂ scenarios.

Chapter AMOC

1. AMOC time series

Figure 2 in the AMOC paper (AMOC time series, waterflux bar chart and linear regression between AMOC strength and net fresh waterflux) is produced by AMOC_time_series_topography_sensitivity_expts.py.

2. Waterflux

To calculate Net freshwater flux, use waterflux.ipynb in local:~/docs/scripts/AMOC. We are planning to give a simplified version of it under local:~/docs/scripts/scripts_thesis/freshwater_flux_calculation.py, another file local:~/docs/scripts/scripts_thesis/freshwater_test.ipynb is used to test functionalities. Work in progress.

Chapter Ocean Biogeochemistry

oxygen AOU

ocean_oxygen_budget.ipynb calculates the AOU and produce several plots.