Aeromagnetic Data Compensation for Magnetic Interference
Project description
deinterf
The project aims to compensate for magnetic interference related to the magnetic field of the measurement platform itself within the magnetic total field data. Utilizing the Tolles-Lawson model and Ridge Regression, it models the relationship between flight attitude and magnetic interference, forming a magnetic compensation model. Herein, the flight attitude is obtained from magnetic tri-component measurements, while the magnetic interference is derived from the FOM flight measurement results after being processed through a high-pass filter.
Getting started
deinterf can be installed using pip:
pip install deinterf
A usage case can be found in the example
folder
Manual installation
git clone https://github.com/dorian-li/deinterf.git
cd deinterf
pip install -e .
# If editable mode is not required:
# pip install .
# This means that modifications made within the cloned code cannot be directly fed back to the running code and need to be reinstalled.
Licensing
The code in this project is licensed under MIT license.
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