It contains Google Earth Engine codes (JavaScript API) to process Sentinel-1 and Landsat 8 images to compute SAR and optical vegetation indices.
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Jul 25, 2024 - JavaScript
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sentinel-1
Here are 10 public repositories matching this topic...
Supplementary Material to my Remote Sensing publication 'Sentinel-1-Imagery-Based High-Resolution Water Cover Detection on Wetlands, Aided by Google Earth Engine'
javascript api remote-sensing scientific-publications google-earth-engine googleearthengine synthetic-aperture-radar sentinel-1 c-sar
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May 26, 2020 - JavaScript
Presents an optimised Sentinel-1-based Soil Moisture estimation workflow on tilted topography with permanent vegetation cover
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Aug 18, 2022 - JavaScript
A semi-automatic GEE tool to monitor burned area progression using Sentinel-1 SAR data. Attachment for the article in the IEEE JSTARS by Paluba D. et al. (2024): Tracking burned area progression in an unsupervised manner using Sentinel-1 SAR data in Google Earth Engine https://doi.org/10.1109/JSTARS.2024.3427382
clustering forest forestry unsupervised-learning sar google-earth-engine earth-observation wildfire synthetic-aperture-radar earth-engine burned-area sentinel-1
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Aug 5, 2024 - JavaScript
GEE codes to correct the radiometric effects (caused by the local incidence angle) in Sentinel-1 SAR data. Attachment for the article in Remote Sensing: Paluba et al. (2021): "Land Cover-Specific Local Incidence Angle Correction: A Method for Time-Series Analysis of Forest Ecosystems" (https://www.mdpi.com/1093660).
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Jul 26, 2024 - JavaScript
Google Earth Engine tool to generate multi-modal and multi-temporal datasets, including spatially and temporally aligned Sentinel-1 SAR data, Sentinel-2 multispectral data, weather and DEM-based data. A supplementary material for Paluba et al. 2024: "Identification of Optimal Sentinel-1 SAR Polarimetric Parameters for Forest Monitoring in Czechia
machine-learning time-series dataset digital-elevation-model remote-sensing google-earth-engine earth-observation gee time-series-analysis synthetic-aperture-radar multitemporal-remote-sensing sentinel-2 earth-engine multimodal sentinel-1 era5-land multitemporal-data copernicus-dem
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Dec 7, 2024 - JavaScript
This code repository is an attachment for the IGARSS 2023 proceeding paper: Paluba D. et al. (2023): "Unsupervised Burned Area Mapping in Greece: Investigating the impact of precipitation, pre- and post-processing of Sentinel-1 data in Google Earth Engine".
clustering unsupervised-learning sar google-earth-engine kmeans-clustering time-series-analysis earthengine unsupervised-machine-learning burned-area sentinel-1
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Oct 22, 2023 - JavaScript
This script aims to determine the most suitable threshold for surface water extraction from Sentinel-1 image and provide a fully automatic processing chain for detecting, monitoring surface water and mapping water dynamics.
scientific-publications sar google-earth-engine sentinel-1 optimal-threshold water-extraction water-index segmentation-methods surface-water-dynamics
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Mar 20, 2024 - JavaScript
This repository contains GEE codes and functions that I have created in the course of my work in GEE and which I find useful for the wider GEE community.
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Oct 17, 2024 - JavaScript
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Mar 5, 2025 - JavaScript
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