A quick & dirty script to automate computing several Sentinel-2 indices

Presentation of the ICML2019 Time Series Workshop

ICML2019 Time Series Workshop Poster on BreizhCrops dataset

Sentinel-2 Cloud and Shadow Detection using Machine Learning

Tools to query, download, preprocess and postprocess Sentinel-2 data

Agricultural Monitoring exploiting Sentinel 1 and Sentinel 2. SandboxNL contains detailed explanations about the creation and usage of the parcel based Sentinel datasets.

In this repository I am sharing a pipeline I have created to ingest, preprocess and finaly create an analysis ready products based on Sentinel 1 and Sentinel 2 images.

This repository contains our submitted jupyter notebook for "Jupyter Notebook Competition 2022" by Wekeo

DeepLabV3-3D model used on Sentinel2-Munich480 Dataset.

Geospatial (Sentinel2 Multi-Spectral) support for fastai

Upsampling already available land cover raster layers using machine learning inside Google Earth Engine platform.

BandNet: an architecture for water segmentation for localized regions

Rio-Tiler plugin for public datasets

Small satellite coverage viewer

Super-Resolution of Sentinel-2 Using Generative Adversarial Networks

Intertidal DEM from Spectral Imagery and Water Level

Do the forward run of the ProSAIL RTM. Generates look up tables with plant trait and resepective reflectance spectra.