observe earth

Earth observation basics

Terms

VHR

very-high-resolution image

NDVI

Normalized Difference Vegetation Index

more

CD

change detection

DL

deep learning

KPCA

kernel principal component analysis

https://towardsdatascience.com/kernel-pca-vs-pca-vs-ica-in-tensorflow-sklearn-60e17eb15a64

K-means

https://en.wikipedia.org/wiki/K-means_clustering

GDAL

Geospatial Data Abstraction Library

Tiles

Tool for Satellite tiles

Data Collections

Sentinel tiles

download

SentinelHub data

collection

Corine Landcover

download and here

Coperincus Landcover

download

MS landcover

download

Useful Links

Microsoft Planetary Computer more

Sentinel2 in a serverless Lambda on AWS more

AWS resources

Tools

Google Earth Engine Pro

download