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matthew-gaddes's Projects

atmonet icon atmonet

A deep learning model to isolate deformation signals using the GACOS correction.

deep-learning-tools icon deep-learning-tools

A collection of tools for performing deep learning in Keras and Tensorflow with InSAR data

icasar icon icasar

An algorithm for robustly appling sICA to InSAR data

interactive_2d_plot icon interactive_2d_plot

A function to create 2d scatter plots in Matplotlib, but when points are hovered over, inset axes are created with more information about the point.

licsalert icon licsalert

Volcano monitoring using Sentinel-1 InSAR data

licsbas icon licsbas

LiCSBAS package to carry out InSAR time series analysis using LiCSAR products

syinterferopy icon syinterferopy

Generate synthetic interferograms that are similar to those produced by the Sentinel-1 satellites.

volcnet icon volcnet

A database of labelled Sentinel-1 data featuring examples of volcanic unrest.

vudlnet_21 icon vudlnet_21

Volcanic Unrest Detection and Localisation Net 2021: A CNN that is able to detect and localise deformation in Sentinel-1 unwrapped interferograms.

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