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GitHub topics: sentinel-2

lapig-ufg/TheroPoDa

Toolkit created to extract median NDVI Time Series from Sentinel 2 data 🛰 stored in Google Earth Engine, perform gap filling and trend analysis image

Language: Jupyter Notebook - Size: 7.78 MB - Last synced at: about 1 hour ago - Pushed at: about 3 hours ago - Stars: 1 - Forks: 1

derak-isaack/EYC_HACKATHON

EY 2025 hackathon ML solution to predict city temperatures and aid urban design for cooler, sustainable environments.

Language: Jupyter Notebook - Size: 50.2 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

lhalloran/LandSurfaceClustering

Land surface classification using remote sensing data with unsupervised machine learning (k-means).

Language: Python - Size: 5.58 MB - Last synced at: 3 days ago - Pushed at: over 5 years ago - Stars: 34 - Forks: 10

GISLab-ELTE/WasteDetection

Waste Detection and Change Analysis based on Multispectral Satellite Imagery

Language: Jupyter Notebook - Size: 30.9 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 7 - Forks: 1

e-sensing/sits

Satellite image time series in R

Language: R - Size: 276 MB - Last synced at: 1 day ago - Pushed at: 12 days ago - Stars: 498 - Forks: 83

kvos/CoastSat

Global shoreline mapping tool from satellite imagery

Language: Jupyter Notebook - Size: 128 MB - Last synced at: about 9 hours ago - Pushed at: about 2 months ago - Stars: 761 - Forks: 269

GeoscienceAustralia/dea-notebooks

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

Language: Jupyter Notebook - Size: 3.2 GB - Last synced at: about 2 hours ago - Pushed at: 4 days ago - Stars: 472 - Forks: 129

dida-do/eurocropsml

EuroCropsML is a ready-to-use benchmark dataset for few-shot crop type classification using Sentinel-2 imagery.

Language: Python - Size: 3.11 MB - Last synced at: 1 day ago - Pushed at: 6 days ago - Stars: 14 - Forks: 1

langnico/global-canopy-height-model

This repository contains the code used in the paper: A high-resolution canopy height model of the Earth. Here, we developed a model to estimate canopy top height anywhere on Earth. The model estimates canopy top height for every Sentinel-2 image pixel and was trained using sparse GEDI LIDAR data as a reference.

Language: Python - Size: 60.5 KB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 160 - Forks: 32

ec-jrc/nrt

Near Real Time monitoring of satellite image time-series

Language: Python - Size: 10.1 MB - Last synced at: about 16 hours ago - Pushed at: 8 months ago - Stars: 68 - Forks: 7

davidoesch/Sentinel-2-Acquisition-Plan-Harvesting

This project is a toolset for harvesting and processing Sentinel-2 acquisition plans, extracting relevant Area of Interest (AOI) polygons, and merging the data into CSV files. The scripts allow users to extract acquisition data from Sentinel-2 .kml files, define an AOI polygon, and filter acquisition dates.

Language: Python - Size: 1.68 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

awesome-spectral-indices/awesome-spectral-indices

A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

Language: Python - Size: 1.79 MB - Last synced at: 1 day ago - Pushed at: 5 months ago - Stars: 959 - Forks: 152

ESDS-Leipzig/sen2nbar

Nadir BRDF Adjusted Reflectance (NBAR) for Sentinel-2 in Python

Language: Python - Size: 3.23 MB - Last synced at: about 7 hours ago - Pushed at: 11 months ago - Stars: 54 - Forks: 4

ameraner/dsen2-cr

DSen2-CR: A network for removing clouds from Sentinel-2 images. This repo contains the model code, written in Python/Keras, as well as links to pre-trained checkpoints and the SEN12MS-CR dataset.

Language: Python - Size: 677 KB - Last synced at: 1 minute ago - Pushed at: 12 months ago - Stars: 151 - Forks: 34

vhgauto/sameep

Estimación de turbidez en el agua a la entrada de la planta de tratamiento de SAMEEP, utilizando los productos Sentinel-2 MSI L2A y aprendizaje automático.

Language: HTML - Size: 69.6 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 2 - Forks: 0

sentinel-hub/sentinel2-cloud-detector

Sentinel Hub Cloud Detector for Sentinel-2 images in Python

Language: Python - Size: 57.8 MB - Last synced at: about 21 hours ago - Pushed at: 8 months ago - Stars: 453 - Forks: 95

Esri/imagery-explorer-apps

A collection of Imagery Explorer web applications developed by Esri's ArcGIS Living Atlas team

Language: TypeScript - Size: 17.9 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 14 - Forks: 9

Clay-foundation/model

The Clay Foundation Model - An open source AI model and interface for Earth

Language: Python - Size: 176 MB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 441 - Forks: 68

GeoscienceAustralia/dea-intertidal

Generating intertidal elevation, exposure and extents from satellite earth observation data and ocean tide modelling

Language: Jupyter Notebook - Size: 207 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 15 - Forks: 5

chrieke/InstanceSegmentation_Sentinel2 📦

🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis

Language: Jupyter Notebook - Size: 19.4 MB - Last synced at: 3 days ago - Pushed at: about 2 years ago - Stars: 410 - Forks: 126

ESDS-Leipzig/cubo

On-Demand Earth System Data Cubes (ESDCs) in Python

Language: Python - Size: 1.62 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 184 - Forks: 14

maja601/EuroCrops

The official repository for the EuroCrops dataset.

Language: Jupyter Notebook - Size: 1.86 MB - Last synced at: 1 day ago - Pushed at: 17 days ago - Stars: 189 - Forks: 25

sertit/eoreader

Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.

Language: Python - Size: 64.3 MB - Last synced at: 6 days ago - Pushed at: 12 days ago - Stars: 311 - Forks: 29

GenericMappingTools/RemoteS.jl

Remote sensing data processing

Language: Julia - Size: 10.5 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 21 - Forks: 4

ondrolexa/s2lx

Python toolbox to simplify explorative work with Sentinel-2 multispectral imagery

Language: Python - Size: 10.7 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 3 - Forks: 1

nmileva/starfm4py

The STARFM fusion model for Python

Language: Python - Size: 91.8 KB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 140 - Forks: 33

JakubBrom/RWQForecast

RWQForecast (Remote Water Quality Forecast) is a web application designed for short-term forecasts of water quality changes in reservoirs over a timeframe of days, for analyzing temporal changes in water quality within reservoirs, and for assessing the spatial distribution of water quality within a reservoir for a given date.

Language: Python - Size: 7.29 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0

VSainteuf/utae-paps

PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.

Language: Jupyter Notebook - Size: 3.03 MB - Last synced at: 3 days ago - Pushed at: 9 months ago - Stars: 161 - Forks: 58

Ly403/EMRDM

[CVPR 2025] The official implementation of EMRDM, which is a novel diffusion model for cloud removal of remote sensing images.

Language: Python - Size: 13.3 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 5 - Forks: 0

odhondt/eo_tools

A python toolbox for easily searching, downloading & processing remote sensing imagery from various public sources. Includes a Sentinel-1 InSAR processor.

Language: Python - Size: 75.4 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 34 - Forks: 2

eloebel/rectilinear-box-method

The rectilinear box method is a well-established instrument for tracking glacier terminus change.

Language: Python - Size: 4.03 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

brylie/remote-sensing-analysis

Geospatial analysis of remote observation data.

Language: Python - Size: 17.8 MB - Last synced at: 4 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

leftfield-geospatial/geedim

Search, composite, and download Google Earth Engine imagery.

Language: Python - Size: 1.47 MB - Last synced at: 10 days ago - Pushed at: 19 days ago - Stars: 94 - Forks: 13

ESAOpenSR/opensr-test

A comprehensive benchmark for real-world Sentinel-2 imagery super-resolution

Language: Python - Size: 51.7 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 28 - Forks: 3

monikagonciarz/AI4EO_final_project

This project utilizes SENTINEL-2 imagery and advanced machine learning techniques (K-means clustering and Convolutional Neural Networks (CNNs)) to detect and monitor coastal erosion and land use transformations in the Saint-Trojan coastal zone of Western France between 2020 and 2025.

Size: 10.8 MB - Last synced at: 21 days ago - Pushed at: 22 days ago - Stars: 0 - Forks: 0

jakimowb/eo-time-series-viewer

A QGIS Plugin to visualize raster time series in parallel.

Language: Python - Size: 40.4 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 7 - Forks: 0

jbferet/biodivMapR

biodivMapR: an R package for α- and β-diversity mapping using remotely-sensed images

Language: R - Size: 112 MB - Last synced at: 1 day ago - Pushed at: 23 days ago - Stars: 50 - Forks: 14

Orion-AI-Lab/S4A

Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning

Language: Jupyter Notebook - Size: 6.73 MB - Last synced at: 1 day ago - Pushed at: 6 months ago - Stars: 97 - Forks: 20

jbferet/preprocs2

preprocS2 is an R package dedicated to basic preprocessing of Sentinel-2 Level-2A reflectance images.

Language: R - Size: 22.6 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 3 - Forks: 0

ESA-PhiLab/Major-TOM

Expandable Datasets for Earth Observation

Language: Jupyter Notebook - Size: 8.82 MB - Last synced at: 27 days ago - Pushed at: 4 months ago - Stars: 176 - Forks: 12

RAJohansen/waterquality

Package designed to detect and quantify water quality and cyanobacterial harmful algal bloom (CHABs) from remotely sensed imagery

Language: R - Size: 33.6 MB - Last synced at: 1 day ago - Pushed at: about 1 year ago - Stars: 45 - Forks: 8

egagli/easysnowdata

package for snow science data, providing streamlined access to satellite imagery (Sentinel-1/2, HLS, MODIS, etc), weather station data, climate reanalysis, land cover data, DEMs, and derived snow products as xarray objects.

Language: Python - Size: 115 MB - Last synced at: 29 days ago - Pushed at: about 1 month ago - Stars: 11 - Forks: 3

flaviostutz/sentinelloader

Sentinel-2 satellite tiles images downloader from Copernicus. Minimizes data download and combines multiple tiles to return a single area of interest.

Language: Jupyter Notebook - Size: 1.07 MB - Last synced at: 22 days ago - Pushed at: about 2 years ago - Stars: 46 - Forks: 19

MarcYin/SIAC

A sensor invariant Atmospheric Correction (SIAC)

Language: C - Size: 51.9 MB - Last synced at: 3 days ago - Pushed at: 25 days ago - Stars: 64 - Forks: 17

sentinel-hub/sentinelhub-js

Download and process satellite imagery in JavaScript or TypeScript using Sentinel Hub services.

Language: TypeScript - Size: 3.07 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 55 - Forks: 8

isikdogan/deepwatermap

a deep model that segments water on multispectral images

Language: Python - Size: 449 KB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 145 - Forks: 53

lennart-rth/Live-Earth-Wallpapers

A collection of all earth related space Images in one script to set as your Desktop background.

Language: Python - Size: 135 MB - Last synced at: 15 days ago - Pushed at: 7 months ago - Stars: 308 - Forks: 14

Tristanovsk/grs

Atmospheric correction processor for high spatial resolution multispectral satellite images

Language: Python - Size: 458 MB - Last synced at: about 12 hours ago - Pushed at: about 2 months ago - Stars: 19 - Forks: 1

thapawan/NRTFIM-GEE

flood mapping methodology that combines Sentinel-1 radar data, Sentinel-2 optical data, historical water occurrence data (JRC), and DEM-derived slope within the Google Earth Engine (GEE) platform.

Language: Python - Size: 465 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

JustinTrvz/dews-datahub

The "Drought Early Warning System's DataHub" (DEWS-DH) is a satellite datahub which is used to show and store satellite image data. Metrics like the NDVI or SMI are calculated on demand. The images are imported into a PostGIS database were they can be requested by third-party software for further processing.

Language: Python - Size: 7.09 MB - Last synced at: 4 days ago - Pushed at: 12 months ago - Stars: 3 - Forks: 1

pagraf/MagicBathyNet

Quick start guide for benchmarking MagicBathyNet dataset in learning-based bathymetry and pixel-based classification using Remote Sensing imagery.

Language: Jupyter Notebook - Size: 800 KB - Last synced at: about 7 hours ago - Pushed at: about 2 months ago - Stars: 30 - Forks: 4

EOA-team/eodal

Earth Observation Data Analysis Library

Language: Python - Size: 28.4 MB - Last synced at: 3 days ago - Pushed at: about 2 months ago - Stars: 96 - Forks: 16

MohammadrezaNarimaniUCDavis/GEE_Sentinel2_Wildfire_Monitoring

A concise Google Earth Engine toolkit for wildfire monitoring and detection using Sentinel-2 imagery, featuring false-color composites, data annotation, and deep learning readiness.

Language: JavaScript - Size: 0 Bytes - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

prs-eth/Popcorn

[RSE 2024] 🍿POPCORN: High-resolution Population Maps Derived from Sentinel-1 and Sentinel-2 🌍🛰️

Language: Jupyter Notebook - Size: 10.5 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 39 - Forks: 10

sshh12/terrain-diffusion-app

An infinite collaborative inpainter which allows users to dynamic generate satellite-realistic map tiles.

Language: JavaScript - Size: 370 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 6 - Forks: 1

GrHalbgott/index-calculator

A python program which calculates a chosen index for Sentinel-2 and Landsat 8 images and gives multiple output options.

Language: Python - Size: 594 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 1

strath-ai/satellite-cloud-removal-dip

Satellite cloud removal with Deep Image Prior.

Language: Jupyter Notebook - Size: 8.83 MB - Last synced at: 3 days ago - Pushed at: 9 months ago - Stars: 68 - Forks: 9

Tristanovsk/GRSl2bgen

Scientific code to process GRS L2A images

Language: Jupyter Notebook - Size: 7.13 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

viktor-ko/S2_SAFE-to-zarr

Convert Sentinel-2 images to Zarr format

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

valentingol/LeafNothingBehind

Repository of the 2023 Transfer Learning competition in partnership with World From Space. Team Antoine Aurélien Clement Valentin.

Language: Python - Size: 10.8 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 12 - Forks: 2

drivendataorg/cyfi

Estimate cyanobacteria density based on Sentinel-2 satellite imagery

Language: Python - Size: 10.6 MB - Last synced at: 11 days ago - Pushed at: 2 months ago - Stars: 23 - Forks: 5

nkarasiak/stacexplorer

Language: JavaScript - Size: 98.6 KB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

MaxWolf-01/sentinel2-landcover-classification

Landcover classification on sentinel-2 data with Prithvi, EfficientNet-Unet and OSM / CNES Landcover labels.

Language: Python - Size: 7.86 MB - Last synced at: 28 days ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 0

brazil-data-cube/bdc-collectors

Flask extension for Brazil Data Cube to collect satellite imagery from multiple providers.

Language: Python - Size: 304 KB - Last synced at: 29 days ago - Pushed at: 3 months ago - Stars: 5 - Forks: 3

olivierhagolle/peps_download

Tool to download Sentinel images from PEPS sentinel mirror site : https://peps.cnes.fr

Language: Python - Size: 61.5 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 95 - Forks: 48

olivierhagolle/theia_download

To download products provided by Theia land data center : https://theia.cnes.fr

Language: Python - Size: 63.5 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 46 - Forks: 23

davemlz/water-storage-retrieval

Semi-supervised water storage retrieval using Sentinel-2

Language: Jupyter Notebook - Size: 288 MB - Last synced at: 17 days ago - Pushed at: almost 5 years ago - Stars: 17 - Forks: 5

CEIA-Prefeitura/gee-Integrator-api

GEE-Integrator-API: Integração eficiente com Google Earth Engine (GEE) via FastAPI. Cache com Valkey, visualização de Sentinel-2 e Landsat, filtros temporais e zoom. Ideal para dados geoespaciais.

Size: 4.88 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

hariprasath-v/Solafune_Finding_Mining_Sites

Develop a technology for detecting mining sites using images from the optical satellite Sentinel-2. Specifically, it involves classifying images that contain mining sites and those that do not.

Language: HTML - Size: 21.3 MB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

azavea/cloud-model

Cloud Detection Model for Sentinel-2 Imagery (see https://registry.opendata.aws/sentinel-2/)

Language: Python - Size: 42 KB - Last synced at: 17 days ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 1

DonteRW/Read-and-Visualize-Geospatial-Data-using-Python

Python Jupyter notebooks for exploratory reading and visualization (RV) of various geospatial data products and file formats

Language: Jupyter Notebook - Size: 40.6 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

vieiramesquita/TheroPoDa

Toolkit created to do extraction, gap-filling and trend analysis over Sentinel 2 time-series from Earth Engine

Language: Python - Size: 1.44 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 0

pinkychow1010/CNN_Global_Biomass_Estimation

This MSc. project leverages Convolutional Neural Networks (CNNs) to estimate above-ground biomass density (AGBD) at a global scale using Sentinel-2 imagery and GEDI LiDAR data.

Language: Jupyter Notebook - Size: 69.4 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

umr-lops/cdsodatacli

odata client for Copernicus Data Space catalog

Language: Python - Size: 293 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

EdoardoTosin/January-2025-Southern-California-Wildfires-Burn-Severity-Sentinel2

Scripts and data for analyzing burn severity of the January 2025 Southern California wildfires using Sentinel-2 satellite imagery. This project explores the use of the Differenced Normalized Burn Ratio (dNBR) and Relativized Burn Ratio (RBR) to classify burn severity, leveraging publicly available satellite data.

Language: HTML - Size: 29.6 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

mariagonzc/GANFilling

Code from the paper Generative Networks for Spatio-Temporal Gap Filling of Sentinel-2 Reflectances

Language: Python - Size: 76.4 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

tvoirand/s2coastalbot

S2coastalbot is a Mastodon bot that posts Sentinel-2 images acquired recently over coastal areas.

Language: Python - Size: 130 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

RituYadav92/Finland-Above-Ground-Forest-Biomass-Estimation-Dataset

Above ground biomass estimation of Finland's boreal forest using Sentinel time series data

Size: 8.92 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 0

VaiBhaVSinGh91/FloodHawk

This project leverages deep learning to detect and analyze flood-affected areas using satellite imagery from Sentinel-1 (SAR), Sentinel-2 (optical), and RGB image datasets.

Language: Jupyter Notebook - Size: 12.6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

DHI-GRAS/creodias-finder

A Python API for data discovery on Copernicus Data Space Ecosystem

Language: Python - Size: 61.5 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 24 - Forks: 8

bellingcat/cloud-free-subregion

Google Earth Engine application that finds Sentinel-2 images that are cloud-free in a particular area of interest.

Language: JavaScript - Size: 7.25 MB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 58 - Forks: 12

msikorski93/LCLU-Classification-With-Machine-Learning

A land cover classification task performed with machine learning modelling on Sentinel-2 data for Gibraltar.

Language: Jupyter Notebook - Size: 34.3 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

mundialis/esa-snap

Docker image of ESA Sentinel Application Platform (SNAP) from http://step.esa.int/main/toolboxes/snap/ . Download at https://hub.docker.com/r/mundialis/esa-snap

Language: Dockerfile - Size: 90.8 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 34 - Forks: 23

fmenat/SITS_S2Coverage

Public repository of our work in spatio-temporal coverage based on Sentinel-2 Satellite Images Time Series (SITS)

Language: Jupyter Notebook - Size: 6.37 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 5 - Forks: 1

lukasValentin/OBIA4RTM

Object-Based Image Analysis Tools for Radiative Transfer Modeling

Language: Python - Size: 3.09 MB - Last synced at: 1 day ago - Pushed at: about 2 years ago - Stars: 20 - Forks: 2

piclem/sen2venus-pytorch-dataset

Utils for Sen2Venµs dataset

Language: Python - Size: 612 KB - Last synced at: 17 days ago - Pushed at: about 1 year ago - Stars: 8 - Forks: 1

esjoal/GEE_GPR_mapping_vegetation

Mapping vegetation properties in Google Earth Engine using GPR models and the Sentinel-2 L1C product.

Language: Python - Size: 3.31 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 20 - Forks: 8

palubad/MMTS-GEE

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. It is a supplementary material for the article "Identification of Optimal Sentinel-1 SAR Polarimetric Parameters for Forest Monitoring in Czechia"

Language: JavaScript - Size: 89.8 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

davemlz/GEE_TimeSeries

Google Earth Engine time series with Savitzky-Golay filter

Language: Python - Size: 6.84 KB - Last synced at: 17 days ago - Pushed at: about 4 years ago - Stars: 32 - Forks: 8

gabboraron/EUREL Fork of Yuto-Yamamoto01/EUREL

For CASSINI Hackathon EUREL team

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

davidoesch/Sentinel-2-true-color-and-COG-Viewer

Sentinel 2 True Color Cloud-Optimized GeoTIFF (COG) Generator and Viewer

Language: HTML - Size: 0 Bytes - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

JoLeBelge/s2-spruce-dieback

Use of Sentinel2 time serie to detect spruce dieback

Language: C++ - Size: 231 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 1

Jena-Earth-Observation-School/sdc-tools

Tools and tutorials for the SALDi Data Cube (SDC).

Language: Python - Size: 22.4 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 3 - Forks: 0

lokeshsk/Copernicus-Data-Downloader

This repository contains a Python script to search and download Copernicus Sentinel-2 data based on user-defined parameters and geographic areas. The script also includes functionality to create grid files for India in both 1-degree and 5x5 km resolutions.

Language: Python - Size: 26.4 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

msikorski93/Sentinel-2-Image-Clustering

Image clustering with k-means approach.

Language: Jupyter Notebook - Size: 5.43 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

sentinel-hub/natural-color

Natural color representation of Sentinel-2 data

Language: JavaScript - Size: 66.8 MB - Last synced at: 27 days ago - Pushed at: about 3 years ago - Stars: 30 - Forks: 4

bencevans/sentinel-2-grid

ESA Sentinel Tile Grid as GeoJSON with extracted properties

Language: JavaScript - Size: 7.81 KB - Last synced at: 18 days ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 2

palubad/Automatic-Forest-Classification-GEE

A Google Earth Engine tool for Automatic classification of forests using Sentinel-2 data. It also serves as supplementary material for the article by Onačillová, Krištofová & Paluba (2023): Automatic Classification of Forests using Sentinel-2 Multispectral Satellite Data and Machine Learning Methods in Google Earth Engine.

Language: JavaScript - Size: 2.18 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 5 - Forks: 0

clausmichele/openEO_photovoltaic

Photovoltaic Farms Mapping with openEO

Language: Jupyter Notebook - Size: 186 MB - Last synced at: 29 days ago - Pushed at: 7 months ago - Stars: 3 - Forks: 2

jgomezdans/accra_wkshp

Materials for NCEO crop modelling, Earth Observation and DA workshop in Accra

Language: Jupyter Notebook - Size: 30.1 MB - Last synced at: 15 days ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 6

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sentinel-2 322 remote-sensing 105 satellite-imagery 74 sentinel-1 59 earth-observation 58 python 50 deep-learning 41 landsat 34 machine-learning 33 google-earth-engine 30 landsat-8 28 sentinel 23 gis 22 geospatial 22 copernicus 17 satellite 16 satellite-data 15 pytorch 13 sentinel-3 12 modis 12 gee 11 ndvi 11 agriculture 10 earth-engine 10 xarray 10 sar 10 classification 10 computer-vision 10 raster 9 atmospheric-correction 9 jupyter-notebook 8 geospatial-data 8 dataset 8 image-processing 8 land-cover-classification 8 javascript 8 esa 8 time-series 8 vegetation 8 cloud-removal 7 earthengine 7 change-detection 6 stac 6 gdal 6 ecosystems 6 geospatial-analysis 6 gdal-python 6 semantic-segmentation 5 unet-image-segmentation 5 segmentation 5 downloader 5 climate-change 5 ecosystems-analysis 5 optical 5 rasterio 5 image-classification 5 geopandas 5 landcover-classification 5 cnn 5 super-resolution 5 python3 5 download 5 copernicus-user-uptake 5 pytorch-lightning 5 digital-elevation-model 4 aws 4 sentinel-hub 4 multispectral-images 4 eo 4 water-quality 4 satelite-images 4 cloud-detection 4 vegetation-index 4 geojson 4 phenology 4 r 4 random-forest 4 data-science 4 crop-classification 4 time-series-analysis 4 leaf-area-index 4 ndwi 4 uncertainty 4 forestry 4 datacube 4 spatial-analysis 4 analysis-ready-data 4 docker-image 4 ndvi-index 4 imagery 3 era5-land 3 detection 3 physiology 3 synthetic-aperture-radar 3 copernicus-products 3 open-source 3 wildfire 3 cog 3 scikit-learn 3 trend-analysis 3