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95 search results found
Awesome Open Geoscience
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1,283
Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome
Gempy
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841
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.
Pygmt
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688
A Python interface for the Generic Mapping Tools.
Verde
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533
Processing and gridding spatial data, machine-learning style
Simpeg
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449
Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.
Pvgeo
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199
🌍 Python package of VTK-based algorithms to analyze geoscientific data and models
Fatiando
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182
Python toolkit for modeling and inversion in geophysics. DEPRECATED in favor of our newer libraries (see www.fatiando.org)
Harmonica
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181
Forward modeling, inversion, and processing gravity and magnetic data
Anuga_core
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152
AnuGA for the simulation of the shallow water equation
Loopstructural
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151
LoopStructural is an open-source 3D structural geological modelling library.
Pyrate
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142
A Python tool for estimating velocity and time-series from Interferometric Synthetic Aperture Radar (InSAR) data.
Uxarray
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117
Xarray-styled package for reading and directly operating on unstructured grid datasets following UGRID conventions
Pyrolite
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109
A set of tools for getting the most from your geochemical data.
K2
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108
Code and datasets for paper "K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization" in WSDM-2024
2016 Ml Contest
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101
Machine learning contest - October 2016 TLE
Xlines
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99
X lines of Python
Xdem
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98
Analysis of digital elevation models (DEMs)
Python Aos Lesson
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85
Python for Atmosphere and Ocean Scientists
Lowtran
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79
LOWTRAN atmospheric absorption extinction, scatter and irradiance model--in Python and Matlab
Petropy
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75
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.
Ivy
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71
Course material on scientific software development for researchers in earth and planetary surface processes
Examples
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70
Visualization-focused examples of using HoloViz for specific topics
Python Bootcamp For Geoengineers
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65
Python source codes and notebooks from my courses I've given to SPEs and in Marietta College, Ohio, US
Miaplpy
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60
MIAmi Phase Linking in PYthon
Cnn_enhanced_gcn
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58
Q. Liu, L. Xiao, J. Yang and Z. Wei, "CNN-Enhanced Graph Convolutional Network With Pixel- and Superpixel-Level Feature Fusion for Hyperspectral Image Classification," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2020.3037361.
Evodcinv
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57
Inversion of dispersion curves using Evolutionary Algorithms
Pyoptflow
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56
Optical Flow estimation in pure Python
Hydromt
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55
HydroMT: Automated and reproducible model building and analysis
Predictatops
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53
Stratigraphic pick prediction via supervised machine-learning
Digital Elevation Model
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52
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。
Piradar
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49
Radar using Red Pitaya for RF: using Raspberry Pi 3 for quad-core radar signal processing
Bmi
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47
The Basic Model Interface is a standardized set of functions allowing coupling of models to models and models to data
Disba
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45
Numba-accelerated computation of surface wave dispersion
Geoist
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40
An Open-Source Geophysical Python Library for Geoscience Prototype Research
Superpixel Contracted Graph Based Learning For Hyperspectral Image Classification
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37
Code for the Paper "Superpixel Contracted Graph-Based Learning for Hyperspectral Image Classification"
Dolphin
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37
InSAR phase linking library for PS/DS processing
Try Gmt
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36
Try GMT, PyGMT, and GMT.jl online! All in one place!
Geoscience
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36
QGIS plugin for geology and exploration. Drill hole desurvey/display and other utilities.
I Melt
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34
i-Melt is a machine learning model of the properties of aluminosilicate melts and glasses
Rockhound
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34
NOTICE: This library is no longer being developed. Use Ensaio instead (https://www.fatiando.org/ensaio). -- Download geophysical models/datasets and load them in Python
Gxpy
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31
Python for Geosoft GX Developer
Python For Geosciences
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30
Data_vis_statistics_geosciences
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28
This repository contains the laboratory portion of an upper level undergraduate class in Python on data visualization and statistics for geo & space scientists. Labs are updated when the course is in session through the most recent branch. See master version for current class.
Agdc
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28
Repository for Australian Geoscience Data Cube (AGDC) code
End To End Cd For Vhr Satellite Image
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27
The project aims to contribute to geoscience community
Topopyscale
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26
TopoPyScale: a Python library to perform simplistic climate downscaling at the hillslope scale
Sar Change Detection
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25
Change detection in polarimetric SAR images in Python
Pychron
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24
Data acquisition and processing framework for Ar-Ar geochronology and noble gas mass spectrometry
Yohanesnuwara
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23
Boule
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23
Reference ellipsoids for geodesy and geophysics
Petrolib
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23
A Python Package for Petrophysical Evaluation
Auralib
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22
Python package to support investigation of geoscience problems including geophysics, rock physics, petrophysics, and data read/write in common formats.
Xcmocean
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21
xarray accessor for automating choosing colormaps, aimed at geosciences
Gebpy
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20
GebPy is a Python-based, open source tool for the generation of geological data of minerals, rocks and complete lithological sequences. The data can be generated randomly or with respect to user-defined constraints, for example a specific element concentration within minerals and rocks or the order of units within a complete lithological profile.
Paper Moho Inversion Tesseroids
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19
Source code, data, and model results for "Fast non-linear gravity inversion in spherical coordinates with application to the South American Moho". Published in the Geophysical Journal International.
Geodatahandling
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18
Python for Geoscientist - Digital Geoscience Data Handling using Python
Vocprez
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18
A tool (API and web front-end) for the read-only delivery system of SKOS vocabularies.
Pylasdev
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17
LAS 2.0 and Dev files reader/editor/writer
Pibayer
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16
Acquire RAW Bayer-masked images with Raspberry Pi camera (before demosaicking) in Python
Mhcln
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15
Deep Metric and Hash Code Learning Network for Content Based Retrieval of Remote Sensing Images
Minopy
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15
MIami NOn linear phase linking in PYthon
Spatial_efd
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15
A spatial aware implementation of elliptical Fourier analysis
Geoana
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15
Interactive geoscience (mostly) analytic functions.
Grwave
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15
Python for ITU P.368 : Ground-wave propagation curves for frequencies between 10 kHz and 30 MHz
Gnuradio_ham
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15
Basic example of using GNU Radio Companion for amateur (ham) radio communications
Transform2020
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13
Material for the Verde tutorial at Transform 2020
Da_tutorial
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13
This is a 'hands-on' tutorial for the RIKEN International School on Data Assimilation (RISDA2018).
Hwm93
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13
NASA Horizontal Wind Model HWM93 in Python and Matlab
Espresso
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12
Earth Science PRoblems for the Evaluation of Strategies, Solvers and Optimizers
Estimate Core Permeability From Nmr Data Using Either Map Inversion Or Knn
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12
Estimate Core-based Permeability from NMR well log data
Charm
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11
C/Python library to work with spherical harmonics up to almost arbitrarily high degrees
Ensaio
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11
Practice datasets to probe your code
Frontlearning
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11
Using neural networks to identify glacier calving fronts from satellite imagery
Orvisu
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11
Tutorials
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10
Tutorials that integrate the Fatiando a Terra software to solve data problems in geoscience
Cofi
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10
Common Framework for Inference
Australia Gravity Data
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9
Compilation of all Geoscience Australia ground gravity data, filtered for data quality, converted to the WGS84 datum, and combined in a single file.
Python Hawaii 2017
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9
Introduction to Python workshop in the Department of Geology and Geophysics at the University of Hawaii at Manoa
Curriculum Book
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9
GeoSMART Curriculum Book for ESS 469/569
Magnetic Ellipsoid
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8
Set of routines to compute the magnetic field produced by ellipsoids
Vtk_reserves
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8
ore body reserve report using geological block model, topographical surface and region solids
Polarimetric Scattering Coding
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8
Cube Builder
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8
Cube Builder is an application to generate data cubes on local cluster using Python and Celery.
Sar_cd_ms_capsnet
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8
Code for the paper "Change Detection in SAR Images Based on Multiscale Capsule Network" IEEE GRSL 2020
Website
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8
This is the source code for my personal site, built with Nēnē
Lcpfct
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7
NRL Flux-corrected Algorithm for Solving Generalized Continuity Equations LCPFCT from Python
Vtk_triangulate_points
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7
Creates simplified surfaces from dense point clouds
Pyocean Demo
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6
This repo contains python scripts that may be used with PyOcean
Spect Ct Seg Resunet Keras
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6
Python Matlab Examples
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6
Examples of neat Python and Matlab plotting and other tasks & hacks
Nsha2018
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6
eq_hazard_tools for Regional Development Section - Community Safety Branch
Airtools
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6
Port of P.C. Hansen's notable AIRtools Matlab suite of inversion / regularization tools
Morecvutils
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6
Python computer vision algorithms using OpenCV, including plots
Cocolessons
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6
Course material for the bilingual (Spanish, English) Code to Communicate program.
Jigsaw Geo Python
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6
Python bindings for JIGSAW(GEO): an unstructured mesh generator for geoscientific modelling.
Python_for_geoscientists
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6
A short course covering Python basics, with an emphasis on geoscience applications.
Gdf
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6
General Data Framework
Auspix_dggs
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6
Geoscience Australia rHealPIX version of DGGS
Foss4g2019oceania
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5
PyGMT Workshop at FOSS4G Oceania 2019, Wellington, New Zealand
Cyclone_thermodynamics
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5
Solves the quasi-geostrophic thermodynamic equation for a limited area in the atmosphere
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