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Maike Sonnewald's Projects

bpt icon bpt

Estimating the Bottom Pressure Torque in ECCO

chainz-scripts icon chainz-scripts

Useful little scripts that I use on commandline. Work in OS-X + zsh at least.

dnn4cli icon dnn4cli

Code for Sonnewald and Lguensat 2021

internintroml icon internintroml

Slides and materials for an ML introduction for GFDL interns, summer 2020.

mdtf-diagnostics icon mdtf-diagnostics

Analysis framework and collection of process-oriented diagnostics for weather and climate simulations

mitgcm66h icon mitgcm66h

M.I.T general circulation model as of checkpoint66h with author emails

mlint icon mlint

Tutorial material for MLINT

nemi icon nemi

Code to accompany paper

occiput icon occiput

Notebook to play with the occiput data and the AMOC-SSH connection at the "switch/noisemaker" points.

plottingaeps icon plottingaeps

To accompany Sonnewald et al. Sonnewald et al.: Elucidating Ecological Complexity: Unsupervised Learning determines global marine eco-provinces

publications icon publications

Some papers in preperation. Comments, discussion and oppinions much appreciated!

sccs2014 icon sccs2014

ipython notebook to accompany 2A) The Power of Model Validation

som icon som

SOM with noisy encoding and decision noise (modified from Olivia Guest + minisom )

sshbenchmarkpaper icon sshbenchmarkpaper

An up to date version of the Journal of Climate SSH paper: "Linear predictability: A sea level case study"

xmitgcm icon xmitgcm

Read MITgcm mds binary files into xarray

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