A collection of tools to work with Google Earth Engine Python API
Project description
Google Earth Engine tools
Google Earth Engine is a cloud-based service for geospatial processing of vector and raster data. The Earth Engine platform has a JavaScript and a Python API with different methods to process geospatial objects.
The geetools package extends the Google Earth Engine Python API with pre-processing and processing tools for the most used satellite platforms by adding utility methods for different Earth Engine Objects that are friendly with the Python method chaining using the geetools namespace.
There is JavaScript module that you can import from the code editor that has similar functions (not exactly the same) and it’s available here.
Installation
pip install geetoolsWhy using it ?
New utility methods and constructors are added to most of the GEE classes. They can be simple wrapper for repetitive tasks, complex algorithm or mandatory preprocessing steps. The goal is to make the code more fluid and easy to read for researchers, students and analysts.
The package design is mostly performing server-side computation making it also very friendly with commercial users of Earth Engine.
This small example wrapping of the excellent ee_extra package functionalities shows how to preprocess sentinel 2 data in 5 lines of code:
import ee
import geetools #noqa: F401
import pygaul # another gee-community package to access FAO GAUl 2015 dataset
# we assume you are already authenticated to GEE
ee.Initialize.geetools.from_account("toto") # yes we also support multi users
amazonas = pygaul.Items(name="Amazonas").centroid()
S2 = (
ee.ImageCollection('COPERNICUS/S2_SR')
.filterBounds(point)
.geetools.closest('2020-10-15') # Extended (pre-processing)
.geetools.maskClouds(prob = 70) # Extended (pre-processing)
.geetools.scaleAndOffset() # Extended (pre-processing)
.geetools.spectralIndices(['NDVI','NDWI','BAIS2'])) # Extended (processing)Release history Release notifications | RSS feed
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