geoscience

There are 40 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. https://docs.getgrist.com/gSscJkc5Rb1R/OpenSustaintech
awesome awesome-list biodiversity carbon-emissions climate climate-change climate-data climate-science earth-science energy energy-consumption energy-data geoscience ocean photovoltaic renewable-energy renewables sustainability sustainable-development-goals wind-turbine
2322
softwareunderground / awesome-open-geoscience
Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome
awesome awesome-list cheatsheet geochemistry geology geophysics geoscience geosciences geospatial geostatistics groundwater modflow open-data open-science open-source python reservoir-modeling seismic simulation subsurface
1633
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.
uq bayesian interpolation geology modeling python uncertainty-analysis uncertainties complex-geological-models monte-carlo-simulation implicit geological geoscience torch
Language:Python 1157
GenericMappingTools / pygmt
A Python interface for the Generic Mapping Tools.
python geoscience earth-science geophysics maps seismology hacktoberfest
Language:Python 792
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 693
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
649
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 636
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 582
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
265
geodynamics / aspect
A parallel, extensible finite element code to simulate convection in both 2D and 3D models.
c-plus-plus geoscience mantle-convection cig geodynamics high-performance-computing
Language:C++ 249
harmonica
fatiando / harmonica
Forward modeling, inversion, and processing gravity and magnetic data
geophysics earth-science python scipy fatiando-a-terra gravity magnetic-fields inverse-problems geoscience
Language:Python 239
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
219
fatiando / fatiando
DEPRECATED in favor of our newer libraries (see www.fatiando.org). Python toolkit for modeling and inversion in geophysics.
earth-science geophysics geoscience gravity inverse-problems python scipy seismic seismology
Language:Python 217
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 211
Loop3D / LoopStructural
LoopStructural is an open-source 3D structural geological modelling library.
geoscience geology interpolation geology-modelling structural-geology folds faults kinematics implicit-modelling 3d-modelling
Language:Python 206
seg / 2016-ml-contest
Machine learning contest - October 2016 TLE
machine-learning data-science geoscience contest geophysics fun
Language:Jupyter Notebook 192
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 188
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 185
uxarray
UXARRAY / uxarray
Xarray extension for unstructured climate and global weather data analysis and visualization.
geoscience unstructured-grids ugrid
Language:Python 181
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 175
pyrolite
morganjwilliams / pyrolite
A set of tools for getting the most from your geochemical data.
geochemistry data-science chemistry geoscience pyrolite ternary-diagrams geochemical-data
Language:Python 141
M-Media-Group / Cartes.io
Create live, community-driven, and anonymous maps and markers for anything.
mapping maps geolocation geoscience geospatial laravel
Language:PHP 124
agilescientific / notebooks
IPython Notebooks
notebooks geophysics geoscience
Language:Jupyter Notebook 115
agilescientific / xlines
X lines of Python
education tutorial geophysics geoscience geology notebooks python
Language:Jupyter Notebook 115
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 115
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 114
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 108
insarlab / MiaplPy
MIAmi Phase Linking in PYthon
timeseries deformation earthquake geodesy geophysics geoscience insar landslide phase-linking remotesensing sequential tectonics volcanoes
Language:Python 101
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 92
Deltares / hydromt
HydroMT: Automated and reproducible model building and analysis
hydrology hydrodynamics modeling geoscience
Language:Python 90
holoviz-topics / examples
Visualization-focused examples using HoloViz for specific topics
data-visualization geoscience holoviz python visualization finance neuroscience
Language:Jupyter Notebook 86
isce-framework / dolphin
InSAR phase linking library for creating surface displacement maps using persistent scatterer (PS) and distributed scatterer (DS) processing
insar time-series deformation squeesar phase-linking geoscience geospatial-processing remote-sensing
Language:Python 84
DIG-Kaust / MLgeoscience
Teaching material for ML in Geoscience course
geoscience machine-learning teaching-materials
Language:Jupyter Notebook 83
yohanesnuwara / python-bootcamp-for-geoengineers
Python source codes and notebooks from my courses I've given to SPEs and in Marietta College, Ohio, US
tutorials courses oil-and-gas geoscience python
Language:Jupyter Notebook 81
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 77
scivision / pyoptflow
Optical Flow estimation in pure Python
optical-flow horn-schunck lucas-kanade python geoscience
Language:Python 77