murielbruckner

prettymaps

A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.

scientific-visualization-book

An open access book on scientific visualization using python and matplotlib

techniques

Techniques for deep learning with satellite & aerial imagery

segment-geospatial

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

PythonNumericalDemos

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.

awesome-sar

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

statements

Successful Job Applications and Grants

earthengine-community

Tutorials and content created by Earth Engine users, for Earth Engine users

dea-notebooks

Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and Xarray

Resources

Inventory of all the educational content that I share on spatial data analytics, geostatistics and machine learning. I hope these resources are helpful, Prof. Michael Pyrcz

py-pkgs

Open source book about making Python packages.

stac-browser

A full-fledged UI in Vue for browsing and searching static STAC catalogs and STAC APIs

wxee

A Python interface between Earth Engine and xarray for processing time series data

AI-RemoteSensing

meanderpy

Simple model of meander migration

NASA-Earth-Data

A comprehensive list of NASA Earth science data products

MapAnim

A script to animate raster maps

dorado

For shallow-water Lagrangian particle routing.

download_water_data

Downloader for the Global Surface Water Data of the Copernicus Programme

satellite-ssc

Estimating suspended sediment concentration (SSC) using a globally applicable calibration for surface reflectance satellite images

CoastSat.islands

Satellite-derived shorelines and 2D planform measurements for islands, extension of the CoastSat toolbox.

get_river_width

Find the river width (and other properties) from a masked water image

sandpyper

Tools for beach volumetric and behavioral dynamics monitoring from multitemporal UAV-SfM datasets.

deltax_workshop_2022

Delta-X Applications Workshop

NBSDynamics

NBSDynamics

pyris3

PyRIS - Python RIvers by Satellite

topotide

TopoTide: Topological Tools for Geomorphological Analysis

CCN-Data-Library

The Coastal Carbon Network Data Library: An open-source database featuring carbon data from tidal wetlands around the world

adascape

Simple adaptive speciation model as a component of FastScape-LEM

MangroveVulnerabilityModel

Bio-morphodynamic model in Xie et al. JGR (2022): https://doi.org/10.1029/2021JF006301