How to reuse the FAIRiCUBE approach - FAIRiCUBE-HUB - Getting started, Examples & How To's

FAIRiCUBE-HUB - Getting started, Examples & How To's

OVERVIEW

FAIRiCUBE Digital Library
About FAIRiCUBE project
FAIRiCUBE Hub
FAIRiCUBE Hub platform
GeoDataCubes
Machine Learning

FAIRiCUBE USECASES

Urban adaptation to climate change - UC1
Biodiversity and agriculture nexus - UC2
Drosophila Genetics - UC3
Spatial and temporal assessment of neighbourhood building stock - UC4
Biodiversity occurrence cubes - UC5

User guide

Introduction
FAIRiCUBE Catalog
FAIRiCUBE Query Tool
User and access management
Adding Datasets to FAIRiCUBE
Adding Analysis and Processing resources to FAIRiCUBE
FAIRiCUBE EOX Lab
FAIRiCUBE Storage
FAIRiCUBE Rasdaman Datacubes
FAIRiCUBE Rasdaman Lab
FAIRiCUBE Labs examples
FAIRiCUBE Web Map
How to contribute to this documentation
How to reuse the FAIRiCUBE approach
Further information

Self-Training

Introduction
Pre-Processing
Machine Learning
Deep Learning
GeoDataCubes
xcube
EO-College - Cube & Clouds

AI TOOLKIT

Introduction
Getting started with AI-toolkit
AI-toolkit examples
Introduction to scikit-learn
Getting started with scikit-learn
Scikit-learn examples
Introduction to TensorFlow
Getting started with TensorFlow
TensorFlow examples
Introduction to PyTorch
Getting started with PyTorch
PyTorch examples
Introduction to MLflow
Introduction to TensorBoard

GEODATACUBES TOOLKIT

Introduction
GDAL
Rasterio
Xarray

LESSONS LEARNT AND TIPS&TRICKS

Introduction
How to speed-up NetCDF data loading and processing time on cloud environments
How to transform a GeoTiff file into a Cloud-Optimised-Geotiff
How to check if a PyTorch installation is present and working
How to generate a GeoTIFF file from a NumPy array
How to create binary layers from data layer in QGIS
How to download genomic data from Drosophila via Jupyter Notebook

EXTERNAL RESOURCES

EOxHub / EuroDataCube
Copernicus Hub
Sentinel-Hub

FAIRiCUBE-HUB - Getting started, Examples & How To's

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How to reuse the FAIRiCUBE approach

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