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API for FDEM inversion and data manipulation

Project description

EMagPy

Python API for inversion/modelling of frequency domain electromagnetic data (FDEM).

EMagPy is divided into a python API and a standalone graphical user interface (GUI). It aims to be a powerfull but simple tool for inverting EMI data obtain from conductimeter.

Getting started

Clone the repository:

git clone https://gitlab.com/hkex/emagpy

Change to the src directory and run ui.py to start the GUI.

cd emgapy/src
python ui.py # this will start the GUI

The python API is available by simply importing the emagpy module from the python shell:

import emagpy
k = Problem()
k.createSurvey('./test/coverCrop.csv')
k.invert(forwardModel='CS') # specify the forward model (here the Cumulative Sensitivty of McNeil1980)
k.showResults() # display the section
k.showMisfit() # display predicted and observed apparent EC
k.showOne2one() # 1:1 line of misfit of apparent EC

Check out the jupyter notebook examples in emagpy/examples/.

Project details


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