Skip to content

Table of content

Tools \ EOreader

EOreader
Tool's logo

A remote-sensing library reading many optical and SAR constellations, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.

Source code

Maturity : Stable | Categories : Data Access | License : | Producer : ICube-SERTIT

Overview

EOReader is a remote-sensing opensource python library reading many optical and SAR constellations, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.

EOReader implements sensor-agnostic features:

  • load: Load many band types: satellite bands (optical or SAR) / index / cloud bands / DEM bands

  • stack: Stack all these type of bands

EOReader works mainly with:

  • xarrays.DataArray and xarrays.Dataset for raster data

  • geopandas.GeoDataFrames for vector data (extents, footprints…)

Usage example

A notebook that explore the different features of EOreader is available here

To quickly start with that library you can read the follow example:

from eoreader.reader import Reader
from eoreader.bands import *

# Sentinel-2 path
s2_path = "S2B_MSIL1C_20181126T022319_N0207_R103_T51PWM_20181126T050025.SAFE"

# Create the reader object and open satellite data
reader = Reader()

# The reader will recognize the constellation from its product structure
s2_prod = reader.open(s2_path)

# Load some bands and index
bands_opt = s2_prod.load([NDVI, GREEN, CLOUDS]) # for optical

# Create a stack with some bands
stack = s2_prod.stack([RED, GREEN, BLUE], stack_path="s2_rgb_stack.tif")

Resources

Tutorials

There is no available tutorial for this tool.

Contacts