CoastSat
Shoreline extractor
Tools and algorithms for processing satellite imagery to extract shoreline information from large datasets
Global shoreline mapping tool from satellite imagery
701 stars
27 watching
253 forks
Language: Jupyter Notebook
last commit: almost 2 years agoLinked from 4 awesome lists
coastal-engineeringearth-enginegeospatialgoogle-earth-enginejupyter-notebooklandsat-5landsat-7landsat-8landsat-9pythonremote-sensingsatellite-imagessentinel-2shoreline-detection
sacridini/awesome-geospatial
protontypes/open-sustainable-technology
opengeos/awesome-gee
chrisleaman/awesome-coastalRelated projects:
| Repository | Description | Stars |
|---|---|---|
 satelliteshorelines/coastseg | An interactive toolbox for analyzing satellite imagery and detecting shoreline positions in coastal areas. | 52 |
 mcuttler/coastsat.islands | A toolkit for analyzing satellite imagery of island shorelines and planforms | 22 |
 geoscienceaustralia/dea-coastlines | Extracts tidally-constrained annual shorelines and rates of coastal change from satellite imagery and tidal modeling | 54 |
 kylebarron/landsat8.earth | An application that allows users to view and analyze Landsat 8 satellite imagery in the browser using WebGL. | 40 |
 frontierdevelopmentlab/sat-extractor | Automates satellite image extraction and storage from public constellations at scale. | 76 |
 ocean-data-factory-sweden/kso | Analyzes and processes subsea footage with citizen science tools and machine learning models. | 5 |
 davemlz/eemont | A Python package providing pre-processing and processing tools for satellite imagery in Google Earth Engine | 420 |
 maureentsakiris/coastwards | Collects and classifies coastal data to improve climate change research | 5 |
 developmentseed/label-maker | Automatically annotates satellite images with OpenStreetMap data | 461 |
 evan-delancey/googleearthengine | Develops algorithms and integrates satellite data from Google Earth Engine to analyze land surface changes and track environmental patterns. | 11 |
 coastal-imaging-research-network/coastsnap-toolbox | A comprehensive toolset for monitoring and analyzing beach images using MATLAB | 30 |
| geoscienceaustralia/dea-notebooks | Provides tools and workflows for analyzing geospatial data from Australian satellite imagery | 449 |
 kscottz/pythonfromspace | An introduction to using satellite imagery with Python for data analysis and visualization. | 454 |
 jgrss/cultionet | A deep learning library for image segmentation of cultivated land from satellite data | 27 |
 simmonsja/cnn-shoreline-detect | A deep learning-based shoreline detection model using a modified HED CNN approach to identify pixels likely to represent the shoreline in oblique images. | 11 |