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Classic Slip Inversion

Jupyter Notebook 42 30 Updated Jul 11, 2024

An introduction to machine learning for environmental scientists

Jupyter Notebook 2 Updated Apr 12, 2019

Matlab Interface for Easy InSAR

MATLAB 119 35 Updated Aug 26, 2024

An R package for acquisition and processing of NASA SMAP data

R 79 25 Updated Nov 18, 2023

Processing of autorift pixel offset data with mintpy

Jupyter Notebook 25 5 Updated Mar 8, 2022

Matlab scripts for decomposing multiple line-of-sight InSAR velocity fields into East and Vertical components.

MATLAB 25 10 Updated Jul 27, 2023

LoadDef: A Python-based toolkit to model elastic deformation caused by surface mass loading on spherically symmetric bodies

Python 55 25 Updated Sep 6, 2024

MATLAB and Python wrappers of the Okada Green's functions.

Fortran 67 33 Updated Jun 15, 2024

Companion webpage to the book "Mathematics For Machine Learning"

Jupyter Notebook 13,067 2,412 Updated Jan 15, 2024

Introduction to Machine learning with Python, 4h interactive workshop

HTML 302 158 Updated Apr 17, 2020

Notebooks and code for the book "Introduction to Machine Learning with Python"

Jupyter Notebook 7,377 4,555 Updated Mar 14, 2024
Python 26 4 Updated Sep 19, 2024

Perform 2D deformation decomposition (east-west and vertical) for the obtained InSAR LOS observations. Here you need to adjust the projection coefficient according to different geometry of SAR obse…

MATLAB 13 Updated May 7, 2022

Python package for analyzing A-DInSAR time series.

Python 11 1 Updated May 21, 2023

Groundwater pumping estimation in Arizona using remote sensing datasets and machine learning

Python 10 3 Updated Dec 2, 2022

Algorithms and utilities for Synthetic Aperture Radar (SAR) sensors

Jupyter Notebook 268 26 Updated Sep 9, 2024

The Urban Displacement Project's Displacement Typology Map code

HTML 38 36 Updated Aug 20, 2023

Simple Workflows for End-to-End InSAR Time Series

Python 31 8 Updated Sep 16, 2024

A curated list of awesome Synthetic Aperture Radar (SAR) software, libraries, and resources.

16 6 Updated Aug 7, 2022

Notebooks for Yunjun et al. (2019) on the MintPy software

Jupyter Notebook 18 9 Updated Apr 22, 2022

Notebooks for Yunjun et al. (2022) on SAR Range Geolocation

Jupyter Notebook 20 Updated Dec 7, 2022

Geodetic Modeling Software in Matlab

MATLAB 28 29 Updated Sep 24, 2019

Sentinel-1 reader

Python 26 12 Updated Jun 7, 2024

conda environment setup on Linux / macOS for InSAR data processing

Shell 42 18 Updated Sep 21, 2024

Parallel InSAR processing for Time-series analysis

Python 51 21 Updated Jul 25, 2022

Hephaestus: A large scale multitask dataset towards InSAR understanding

Python 59 7 Updated Jul 3, 2023

RSMAS InSAR code

Python 60 23 Updated Sep 21, 2024

A Python wrapper for solid Earth tides

Fortran 63 8 Updated Sep 16, 2024
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