geoscience

There are 37 repositories under geoscience topic.

open-sustainable-technology
protontypes / open-sustainable-technology
A directory and analysis of the open source ecosystem in the areas of climate change, sustainable energy, biodiversity and natural resources.
sustainability photovoltaic energy-consumption energy wind-turbine ocean renewable-energy carbon-emissions awesome awesome-list climate climate-change climate-science climate-data energy-data sustainable-development-goals geoscience biodiversity renewables earth-science
1875
softwareunderground / awesome-open-geoscience
Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome
awesome-list geoscience open-source open-data awesome geophysics reservoir-modeling seismic geospatial subsurface geology open-science python cheatsheet geosciences geostatistics simulation geochemistry groundwater modflow
1337
gempy-project / gempy
GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.
bayesian complex-geological-models geological geology geoscience implicit interpolation modeling monte-carlo-simulation python torch uncertainties uncertainty-analysis uq
Language:Python 890
GenericMappingTools / pygmt
A Python interface for the Generic Mapping Tools.
python geoscience earth-science geophysics maps seismology hacktoberfest
Language:Python 714
verde
fatiando / verde
Processing and gridding spatial data, machine-learning style
geophysics earth-science geospatial python scipy interpolation python3 scipy-stack fatiando-a-terra geoscience machine-learning
Language:Python 577
MintPy
insarlab / MintPy
Miami InSAR time-series software in Python
insar deformation geodesy volcano earthquake tectonics remote-sensing time-series geoscience geophysics sentinel-1 radar sar nisar
Language:Python 537
deepVector / geospatial-machine-learning
A curated list of resources focused on Machine Learning in Geospatial Data Science.
gis geospatial machine-learning geoscience remote-sensing tensorflow keras semantic-segmentation satellite-imagery computer-vision deep-learning convolutional-neural-networks image-segmentation geospatial-machine-learning classification satellite-images landsat
477
simpeg
simpeg / simpeg
Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.
python finite-volume geophysics inversion linear-algebra partial-differential-equations optimization geoscience modelling simulation electromagnetics magnetotellurics direct-current-resistivity induced-polarization richards-equation open-science modeling scientific-computing inverse-problems multiphysics
Language:Python 467
Unidata / thredds
THREDDS Data Server v4.6
thredds netcdf-java geoscience geodata netcdf grib tds cdm ncml geospatial-data thredds-catalogs unidata java netcdf-markup-language
262
geodynamics / aspect
A parallel, extensible finite element code to simulate convection in both 2D and 3D models.
c-plus-plus cig geodynamics geoscience high-performance-computing mantle-convection
Language:C++ 209
fatiando / fatiando
DEPRECATED in favor of our newer libraries (see www.fatiando.org). Python toolkit for modeling and inversion in geophysics.
python geophysics earth-science gravity seismology seismic inverse-problems scipy geoscience
Language:Python 205
harmonica
fatiando / harmonica
Forward modeling, inversion, and processing gravity and magnetic data
earth-science fatiando-a-terra geophysics geoscience gravity inverse-problems magnetic-fields python scipy
Language:Python 193
GeoscienceAustralia / PyRate
A Python tool for estimating velocity and time-series from Interferometric Synthetic Aperture Radar (InSAR) data.
insar python geodesy image-processing remote-sensing time-series gis geoscience
Language:Python 191
seg / 2016-ml-contest
Machine learning contest - October 2016 TLE
machine-learning data-science geoscience contest geophysics fun
Language:Jupyter Notebook 186
toddheitmann / PetroPy
A petrophysics python package for geoscience python computing of conventional and unconventional formation evaluation. Reads las files and creates a pandas dataframe of the log data. Includes a basic petrophysical workflow and a simple log viewer based on XML templates.
petrophysics reservoir-characterization formation-evaluation geoscience
Language:Python 172
Loop3D / LoopStructural
LoopStructural is an open-source 3D structural geological modelling library.
3d-modelling faults folds geology geology-modelling geoscience implicit-modelling interpolation kinematics structural-geology
Language:Python 163
davendw49 / k2
Code and datasets for paper "K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization" in WSDM-2024
ai4science data-science geoai geoscience kg large-language-models llm
Language:Python 141
Unidata / netcdf-java
The Unidata netcdf-java library
netcdf-java geoscience geodata netcdf grib cdm ncml thredds-catalogs unidata netcdf-markup-language java hdf4 hdf5 hacktoberfest
Language:Java 137
RichardScottOZ / mineral-exploration-machine-learning
List of resources for mineral exploration and machine learning, generally with useful code and examples.
artificial-intelligence data-science deep-learning machine-learning mineral-exploration minerals copper geochemistry geology geophysics geoscience modelling rocks prospectivity data lithology nickel spectral-unmixing nlp stratigraphy
131
pyrolite
morganjwilliams / pyrolite
A set of tools for getting the most from your geochemical data.
chemistry data-science geochemical-data geochemistry geoscience pyrolite ternary-diagrams
Language:Python 125
uxarray
UXARRAY / uxarray
Xarray-styled package for reading and directly operating on unstructured grid datasets following UGRID conventions
geoscience unstructured-grids
Language:Python 125
M-Media-Group / Cartes.io
Create live, community-driven, and anonymous maps and markers for anything.
geolocation geoscience geospatial laravel mapping maps
Language:PHP 118
agilescientific / xlines
X lines of Python
education tutorial geophysics geoscience geology notebooks python
Language:Jupyter Notebook 112
agilescientific / notebooks
IPython Notebooks
notebooks geophysics geoscience
Language:Jupyter Notebook 111
HeZhang1994 / digital-elevation-model
To transform, project, visualize, and read Digital Elevation Models (ASTERGDEMv2.0 and EUDEMv1.1). [简单实用] 数字高程模型的变换、投影、可视化和读取。
digital-elevation-model gdal remote-sensing geoscience
Language:Python 111
yohanesnuwara / open-geoscience-repository
Open geoscience datasets available in open databases from Google Drive, SEG Wiki, and US DoE Geothermal Data Repository OpenEi
opensource opendata geoscience
Language:Jupyter Notebook 99
space-physics / lowtran
LOWTRAN atmospheric absorption extinction, scatter and irradiance model--in Python and Matlab
atmosphere atmospheric-modelling fortran lowtran python matlab matlab-python-interface geoscience f2py
Language:Python 92
carpentries-lab / python-aos-lesson
Python for Atmosphere and Ocean Scientists
carpentries python lesson data-carpentry atmospheric-science geoscience programming geospatial geospatial-data data-visualisation version-control versioning git english beta peer-reviewed
Language:Python 87
DIG-Kaust / MLgeoscience
Teaching material for ML in Geoscience course
geoscience machine-learning teaching-materials
Language:Jupyter Notebook 76
holoviz-topics / examples
Visualization-focused examples of using HoloViz for specific topics
data-visualization geoscience holoviz python visualization
Language:Jupyter Notebook 76
scivision / pyoptflow
Optical Flow estimation in pure Python
optical-flow horn-schunck lucas-kanade python geoscience
Language:Python 76
csdms / ivy
Course material on scientific software development for researchers in earth and planetary surface processes
csdms python git bash landlab bmi pymt jupyter hpc best-practices education geoscience
Language:Jupyter Notebook 71
insarlab / MiaplPy
MIAmi Phase Linking in PYthon
timeseries deformation earthquake geodesy geophysics geoscience insar landslide phase-linking remotesensing sequential tectonics volcanoes
Language:Python 71
yohanesnuwara / python-bootcamp-for-geoengineers
Python source codes and notebooks from my courses I've given to SPEs and in Marietta College, Ohio, US
courses geoscience oil-and-gas python tutorials
Language:Jupyter Notebook 71
ringmesh / RINGMesh
RINGMesh is a C++ open-source platform for manipulating meshes of geological models.
brep mesh geology geomodeling geoscience geological-models
Language:C++ 68
space-physics / piradar
Radar using Red Pitaya for RF: using Raspberry Pi 3 for quad-core radar signal processing
radar ionosphere space-physics red-pitaya raspberry-pi remote-sensing geoscience
Language:Python 68