Template notebooks

Template notebooks#

These Jupyter notebooks contain code associated with example workflows associated with certain types of data analysis using PmagPy.

MagIC data inspection template 🧐

This notebook enables a MagIC contribution to be downloaded with the directional data within it visualized using PmagPy.

Inspecting directional data in a MagIC contribution using PmagPy

Mean determination template 🎯

This notebook calculates means and associated uncertainty from directional data using both Fisher statistics and a bootstrap approach.

Calculating means on directional data in MagIC format using PmagPy

Reversal test template 🧲

This notebook conducts statistical reversal tests on directional data in MagIC format.

Conduct reversal tests on directional data in MagIC format using PmagPy

Fold test template πŸ₯

This notebook conducts a bootstrap fold test (Tauxe and Watson, 1994) on paleomagnetic data to test whether magnetization was acquired before tilting.

Bootstrap Fold Test on Osler Volcanic Group Data

Conglomerate test template πŸͺ

This notebook applies Watson’s conglomerate test to assess whether paleomagnetic directions from clasts within a conglomerate are random, testing for pre-depositional magnetization.

The Conglomerate Test

IODP template 🌊

This notebook is for people wanting to download and manipulate data from an IODP Expedition using data in the LIMS Online Repository.

Data reduction for paleomagnetic data aboard the JOIDES Resolution

Tsunakawa-Shaw paleointensity template πŸ§­πŸ‹οΈ

This template enables data from Tsunakawa-Shaw method paleointensity experiments to be analyzed using PmagPy (see Yamamoto et al. 2022 for examples; https://doi.org/10.1029/2022GC010391).

How to use

SVEI demo πŸ€–

This template enables users to use the SVEI model (see Tauxe et al., 2024 for further information; https://doi.org/10.1029/2024JB029502).

template_notebooks/SVEI_demo