well-logs

There are 10 repositories under well-logs topic.

kinverarity1 / lasio
Python library for reading and writing well data using Log ASCII Standard (LAS) files
las-files geophysics geology data-format io petroleum geotechnical-engineering groundwater data-management data-mining mineral-exploration log-ascii-standard python swung-t21 lasio well-log well-logs wireline
Language:Lasso 338
dudley-fitzgerald / AutomatedWellLogCorrelation
Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch
python well-logs interpretation well-correlation cnn feature-vector automated-interpretation pytorch networkx sift joblib oil-wells oil-and-gas geology
Language:Python 136
predictatops
JustinGOSSES / predictatops
Stratigraphic pick prediction via supervised machine-learning
athabasca athabasca-preprocessed dataunderground geology geoscience hackathon-project machine-learning stratigraphy well-logs
Language:Python 58
JustinGOSSES / wellioviz
d3.js v5 visualization of well logs
athabasca athabasca-preprocessed d3 dataunderground geology javascript swung-t20 tool visualization well-logs welllogs
Language:JavaScript 49
petrodc
pro-well-plan / petrodc
Petroleum Data Collector
data petroleum engineering well-logs geophysics petrophysics
Language:Python 45
andymcdgeo / las_explorer
LAS Explorer is a Streamlit web app that allows you to understand the contents of a LAS file. Also includes the ability to identify missing data intervals.
las petrophysics well-logs las-files
Language:Python 37
vkazei / deeplogs
Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.
deep-learning deep-neural-networks seismic-imaging seismic-inversion full-waveform-inversion well-logs
Language:Jupyter Notebook 37
WarrenWeckesser / las
Python reader for Canadian Well Logging Society LAS (Log ASCII Standard) files.
io python well-logs
Language:Python 37
JustinGOSSES / wellio.js
JavaScript for converting well-log standard .las file format to json format
las geology javascript json-parser well-logs geoscience dataunderground athabasca athabasca-preprocessed
Language:Jupyter Notebook 33
synthetic_well-log_polynomial_regression
abhishekdbihani / synthetic_well-log_polynomial_regression
This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured Gamma Ray (GR), Caliper, Resistivity logs and the interpreted porosity from a well.
nmr well-logs nmr-log polynomial-regression walker-ridge keathley-canyon feature-selection feature-engineering petrophysics porosity petroleum resistivity-log
Language:Jupyter Notebook 31
Oslandia / QGeoloGIS
Migrated to: https://gitlab.com/Oslandia/qgis/QGeoloGIS
qgis plot python geology borehole well-logs
Language:Python 28
laslibs / las-js
Typescript/JavaScript library for parsing standard well log files (Geophysical well logs))
las-js csv parsing typescript javascript-library las well-logs
Language:Lasso 27
JustinGOSSES / MannvilleGroup_Strat_Hackathon
stratigraphic machine-learning - active work moved to Predictatops
stratigraphy geology pandas well-logs curve xgboost
Language:Jupyter Notebook 18
aruss175 / DLISIO_Notebooks
Open source, public notebooks for working with DLISIO
dlis las well-logs geology parser lis
Language:Jupyter Notebook 11
laslibs / las-py
Python library for parsing standard well log files (Geophysical well logs)
las csv canadian parsing python-library well-logs
Language:Python 11
RamySaleem / Machine-Predict-Lithologies-Using-Wireline-logs
To identify lithologies, geoscientists use subsurface data such as wireline logs and petrophysical data. However, this process is often tedious, repetitive, and time-consuming. This project aims to use machine learning techniques to predict lithology from petrophysical logs, which are direct indicators of lithology.
catboost-model classification lithology log-analysis machine-learning well-logs wire-line-logs xboost lithology-prediction log-interpretation los-classification subsurface-data
Language:Jupyter Notebook 11
luthfigeo / DTW-Stratigraphic-Correlation
Well logs correlation using dynamic time warping
well-logs correlation stratigraphy dtw-algorithm
Language:Jupyter Notebook 10
logASCII_viewer
imranfadhil / logASCII_viewer
Upload well LAS (log ASCII) files and view the raw logs interactively in streamlit
drilling lasio log log-ascii petrophysics plotly streamlit well well-logs
Language:Python 8
laslibs / las-go
Go library for parsing standard well log files (Geophysical well logs)
golang go las las-go lasgo well-logs geophysics
Language:Go 8
dianaceroallard / RatonBasin_Geothermal
Raton Basin Colorado well log data collection and geothermal modeling.
geothermal colorado machine-learning well-logs
Language:Jupyter Notebook 6
almersawi / log-reader
Node.js application for parsing, viewing and make calculations on .las files
nodejs lasfile logging well-logs
Language:CSS 5
daeIy / PyNPEFA
A Python implementation of integrated prediction error filter analysis (INPEFA).
prediction-error-filter l1-trend-filtering well-logs inpefa
Language:Lasso 5
GeoArkadeep / WellMasterGeoMech
This is a program with GUI developed with python, to read well logs and model geomechanical properties.
cross-platform geomechanics las-files pore-pressure-prediction toga well-logs
Language:Python 5
hydrospanner / lasio-test
use lasio to analyze and plot digital well log files
well-logs python petroleum-engineering
Language:Jupyter Notebook 5
roguLINA / transformers_for_oil_gas
Robust representations of oil wells' intervals via sparse attention mechanism
informer performer similarity-learning transformer well-logs deep-learning representation-learning
Language:Jupyter Notebook 5
dcslagel / las-util-cpp
LAS (Log Ascii Standard v2.0) parser in c++: beta-level-software
las-files las-util log-ascii-standard well-logs welllogs
Language:C++ 4
dcslagel / las-util-django
LAS (Log Ascii Standard v2.0) web utilities and api in Django web framework : beta-level software
las-files las-util well-logs log-ascii-standard
Language:Python 4
luthfigeo / Litho-Classification
Handle classification within volcanic formation using supervised learning.
well-logs petrophysics facies-classification random-forest lithology label
Language:Jupyter Notebook 4
RamySaleem / Reservoir-Quality-in-Producing-Sandstones
This project will explore, analyse and visualise publicly available wells datasets from the United States offshore data centre, the USGS boreholes website - Bureau of Safety and Environmental Enforcement (BSEE) https://www.data.bsee.gov/Main/Default.aspx with a particular focus on the Gulf of Mexico (GOM) wells. This project will study sandstones quality as a reservoir, the production history of the operators on the Gulf of Mexico and a well summary report to highlight any possible problem. The reservoir quality analysis will examine relationships between average values of porosity, permeability, depth, temperature, pressure, thickness, age, and play type for data files from 2009 until 2019.The porosity plotted and shown in a wide range of plots as a function of permeability and burial depth. Also, the median (P50) porosity will be plotted against depth to examine the porosity trend. Moreover, this project will investigate the companies oil and gas production in the gulf of Mexico for the last five years. Lastly, the analysis will include an investigation of well summary reports of five wells. The project will include web scrapping to collect online well summary reports to generate a word cloud. The project results can be useful for specifying realistic distributions of parameters for both exploration risk evaluation and/or reservoir modelling by machine learning algorithms in the next project.
data-analysis data-analysis-python data-visualisation dataset datasets eda lithology pandas python well-logs wireline lithology-logs
Language:Jupyter Notebook 4
las-js
iykekings / las-js
A zero-dependency JavaScript library for reading/parsing canadian well-log files (.Las files)
well-logs geophysics las csv parsing las-js
Language:Lasso 3
pafox38 / Automate-the-Geo-Stuff
Useful code for geoscientists in the energy sector. More useful code will be added over time. Special thanks to all those coders out there that helped to pave the way.
geology well-logs oil-and-gas python data-science data-visualization machine-learning scikit-learn jupyter-notebook
Language:Jupyter Notebook 3
Ayberk-Uyanik / SGR_Logs_Interpreter
Workflows developed for to display and interpret conventional well logs, depositional environments, sequence boundaries, heat flows, clay types, fracture intensities, and operational records
geological-data geology geoscience geosciences jupyter-notebook open-source plotly python well-logs welllog welllogging welllogs
Language:Jupyter Notebook 2
firasisme / GA-vs-NeuralNetwork
[MATLAB inside] Comparative research well log prediction: Genetic algorithm vs Neural Network
genetic-algorithm neural-network well-logs inversion geophysical-inversions
Language:MATLAB 2
luisteran5296 / Interpretacion-automatizada-de-registros-geofisicos-de-pozos
El objetivo de este proyecto es obtener un método tal que la computadora sea capaz de realizar una interpretación de registros geofísicos de manera automática y sin intervención humana alguna dado un set de datos que contenga registros geofísicos.
clustering kmeans mean-shift machine-learning petrophysics well-logs
Language:Jupyter Notebook 2
luthfigeo / Well-Log-Data-Availability
To check log data availability in a LAS file
petrophysics lasio well-logs
Language:Jupyter Notebook 2
roguLINA / Reguformer
Robust representations of oil wells' intervals via sparse attention mechanism
deep-learning informer performer representation-learning similarity-learning transformer well-logs dropdim lrformer
Language:Jupyter Notebook 2

well-logs

kinverarity1 / lasio

dudley-fitzgerald / AutomatedWellLogCorrelation

JustinGOSSES / predictatops

JustinGOSSES / wellioviz

pro-well-plan / petrodc

andymcdgeo / las_explorer

vkazei / deeplogs

WarrenWeckesser / las

JustinGOSSES / wellio.js

abhishekdbihani / synthetic_well-log_polynomial_regression

Oslandia / QGeoloGIS

laslibs / las-js

JustinGOSSES / MannvilleGroup_Strat_Hackathon

aruss175 / DLISIO_Notebooks

laslibs / las-py

RamySaleem / Machine-Predict-Lithologies-Using-Wireline-logs

luthfigeo / DTW-Stratigraphic-Correlation

imranfadhil / logASCII_viewer

laslibs / las-go

dianaceroallard / RatonBasin_Geothermal

almersawi / log-reader

daeIy / PyNPEFA

GeoArkadeep / WellMasterGeoMech

hydrospanner / lasio-test

roguLINA / transformers_for_oil_gas

dcslagel / las-util-cpp

dcslagel / las-util-django

luthfigeo / Litho-Classification

RamySaleem / Reservoir-Quality-in-Producing-Sandstones

iykekings / las-js

pafox38 / Automate-the-Geo-Stuff

Ayberk-Uyanik / SGR_Logs_Interpreter

firasisme / GA-vs-NeuralNetwork

luisteran5296 / Interpretacion-automatizada-de-registros-geofisicos-de-pozos

luthfigeo / Well-Log-Data-Availability

roguLINA / Reguformer