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matthew-gaddes

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@matthew-gaddes

Research Fellow at the University of Leeds, using machine learning to detect signs of volcanic unrest in InSAR time series

ICASAR. An algorithm for robustly appling sICA to InSAR data

47

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

43

LiCSAlert. Volcano monitoring using Sentinel-1 InSAR data

32

LiCSAR-web-tools. Python

26

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

9

Deep-Learning-Tools. A collection of tools for performing deep learning in Keras and Tensorflow with InSAR data

7

insar_workshop. Python

7

VUDLNet_21. Volcanic Unrest Detection and Localisation Net 2021: A CNN that is able to detect and localise deformation in Sentinel-1 unwrapped interferograms.

7

SRTM-DEM-tools. Tools for making and manipulating SRTM1 and SRTM3 Dems.

5

InSAR-Tools. Tools for working with InSAR data

4

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

4

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.

3

LiCSAtmo. Reduce atmospheric noise in time series of InSAR data.

3

Unwrap-Net. Python

2

S1-vegetation-project. Python

2

alternative_format_thesis. Latex template for a thesis by publication / alternative format thesis

1