This repo contains all the Google Earth Engine source code that generates the mapping outputs on the Coral Atlas, including maps and validation statistics. Several scientific publications cover the …

Jan 1, 2018 · This dataset, spanning from 2018 to 2021, includes a global reef extent product and is derived from PlanetScope satellite imagery using machine learning and contextual editing.

source code for google earth engine mapping routines - gee-mapping-source/global_reefs1/reefGridGenerator at master · CoralMapping/gee-mapping-source

The project applies the classification algorithms over three time periods (2017, 2020, and 2023) to analyze land cover and detect changes. Preprocessing techniques such as filtering, compositing, …

Mar 7, 2024 · This repository contains both scripts and image data for creating clear water composite images from Sentinel 2 and Landsat 8 for a range of projects. This contains a growing repository of …

rgee is an R binding package for calling Google Earth Engine API from within R. Various functions are implemented to simplify the connection with the R spatial ecosystem.

Results are tabulated here and can be rendered in various styles on the Earth Engine map. The two images below are screenshots of a portion of the map around Zion National Park.

This is the project page of DeepReefMap, an in-development method for semantic 3D mapping of coral reefs from underwater video. DeepReefMap is being developed within the Transnational Red Sea …

Apr 19, 2023 · RECOM is an online interface that helps registered users to set up higher-resolution instances of CSIRO-EMS for small areas such as individual reefs that are nested within the eReefs …

With this workflow, we processed 230 drone images of Heron Reef, Australia and classified coral, sand, and rock/dead coral substrates with the Random Forest classifier. Our classification...