Quantifying Seagrass Density Using Sentinel-2 Data and Machine Learning

M Meister, JJ Qu - Remote Sensing, 2024 - mdpi.com
… applications of monitoring changes in land surface at a global scale [43]. … Sentinel-2 data
in Google Earth Engine (GEE) could be used with machine learning models to map seagrass

Rapid, robust, and automated mapping of tidal flats in China using time series Sentinel-2 images and Google Earth Engine

M Jia, Z Wang, D Mao, C Ren, C Wang… - Remote Sensing of …, 2021 - Elsevier
… flat map with finer spatial resolution, we employed 28,367 scenes of time series Sentinel-2
The short revisit cycle (2–5 days) of the Sentinel-2 improved the opportunities of obtaining …

Automated global shallow water bathymetry mapping using Google Earth Engine

J Li, DE Knapp, M Lyons, C Roelfsema, S Phinn… - Remote Sensing, 2021 - mdpi.com
… access to high-coverage global-scale analysis-ready satellite … We used the Sentinel-2 surface
reflectance dataset in the … line of coral reef, sand, and seagrass followed the 1:1 line more …

Mapping seagrass meadows in coastal China using GEE

Q Li, R Jin, Z Ye, J Gu, L Dan, J He… - Geocarto …, 2022 - Taylor & Francis
… meadows on a broader or even global scale. … -2A images of Sentinel-2 satellite on the
Google Earth Engine (GEE) … for seagrass identification, we searched all the Sentinel-2 images …

Seascape Habitat Mapping of North-Eastern Brazil Using Sentinel-2, with a Focus on Seagrass

E Deeks, K Magalhães, D Traganos, RD Ward… - Available at SSRN … - papers.ssrn.com
… , we used 507 Sentinel-2 satellite images, filtered between August 2020 and 42 May 2021,
in the Google Earth Engine cloud … sensor satellite imagery marks a priming step towards 485 …

Mapping national mangrove cover for Belize using Google Earth Engine and Sentinel-2 imagery

JR Cissell, SWJ Canty, MK Steinberg, LT Simpson - Applied Sciences, 2021 - mdpi.com
… We used Google Earth Engine-based processing of Sentinel-2 satellite imagery to map
free-to-use Sentinel-2 satellite imagery and Google Earth Engine have significantly reduced the …

Time series analysis for monitoring seagrass habitat and environment in busuanga, Philippines using google earth engine

A Tamondong, T Nakamura… - … Archives of the …, 2021 - isprs-archives.copernicus.org
… to a global-scale monitoring. In their research, they used support vector machine to classify
Sentinel-2 … In this study, to monitor the status and changes in the seagrasses of Busuanga, a …

A High-Resolution Global Map of Giant Kelp (Macrocystis pyrifera) Forests and Intertidal Green Algae (Ulvophyceae) with Sentinel-2 Imagery

A Mora-Soto, M Palacios, EC Macaya, I Gómez… - Remote Sensing, 2020 - mdpi.com
… imagery to estimate satellite-derived bathymetry [37] and to map seagrass [34]. … from
Sentinel 2 L1C imagery; masking thresholds were globally applied in Google Earth Engine, …

Spatially explicit seagrass extent mapping across the entire mediterranean

D Traganos, CB Lee, A Blume, D Poursanidis… - Frontiers in marine …, 2022 - frontiersin.org
… from the Sentinel-2 data; and c) a hot-spot map based on the … computation within the
Google Earth Engine, our framework … towards continental and global-scale seagrass mapping

Monitoring sand spit variability using Sentinel-2 and Google Earth Engine in a Mediterranean estuary

M Roca, G Navarro, J García-Sanabria, I Caballero - Remote Sensing, 2022 - mdpi.com
… is biased towards false classification pixels due to … use method for coastal monitoring that
also generates useful information for the complete coastal management cycle on a global scale