Multiple Sentinel-2 data sources were leveraged during the course of this project. BigEarthNet was the primary focus since the large number of images and labels was useful for training both our supervised an unsupervised models with varying degrees of labeled data. Here will explore the data set in detail.

Exploratory Analysis

An exploratory analysis on the data to understand the distributions for irrigated data as well as identify additional features that can help with irrigation detection.

Data Sources

The data for our research are Sentinel-2 multispectral images of earth’s surface reflectance sourced from two archives: BigEarthNet-S2 and Sentinel-2A collection from the Copernicus program.