A package to help with GEE data processing, analysis, and visualization
Project description
GTAC GEE Visualization Python Modules
A repository of GEE Python code modules for general data processing, analysis, and visualization
geeViz is a powerful tool for exploring and analyzing Earth observation data like Landsat images within Google Earth Engine. It simplifies complex Earth Engine code into user-friendly Python functions.
Can be accessed from the GEE Community Repository > Or within the internal Forest Service GitHub instance
A javaScript equivalent can be accessed in the GEE Playground > on GitHub > Or within the Forest Service GitHub instance
Primary POCs
Ian Housman- ian.housman@usda.gov
Josh Heyer- joshua.heyer@usda.gov
Bonnie Ruefenacht- bonnie.ruefenacht@usda.gov
Documentation (in progress)
Installing
-
Become a trusted Google Earth Engine (GEE) tester (https://signup.earthengine.google.com/#!/)
-
Install package using pip (
pip install geeViz
) folder -
Authenticate using the GEE cli in a cmd prompt (
earthengine authenticate
) -
You can also install with git. If installing this way, first install the Python GEE package (
pip install earthengine-api
) -
Then clone this repository (
git clone https://github.com/rcr-usfs/geeViz
) into your Python's site-packages -
To stay up to date, upgrade via PIP (
pip install geeViz --upgrade
) or pull the latest commit (git pull origin master
) -
This repository is also available within the FS gitHub instance (https://code.fs.usda.gov/forest-service/geeViz)
Using
-
Several examples are available within the examples module to help you get started. To test, enter the following command within the Python build you installed geeViz in:
from geeViz.examples import geeViewExample
-
Other examples are:
from geeViz.examples import timeLapseExample
from geeViz.examples import getLandsatWrapper
from geeViz.examples import getSentinel2Wrapper
from geeViz.examples import getCombinedLandsatSentinel2Wrapper
from geeViz.examples import harmonicRegressionWrapper
from geeViz.examples import LANDTRENDRWrapper
from geeViz.examples import LANDTRENDRViz
from geeViz.examples import CCDCViz
from geeViz.examples import lcmsViewerExample
from geeViz.examples import LCMAP_and_LCMS_Viewer
from geeViz.examples import phEEnoVizWrapper
from geeViz.examples import LANDTRENDRViz
from geeViz.examples import GFSTimeLapse
-
These examples are a great way of getting started. In order to use them for your work, go to you Python site-packages folder
PythonNN\Lib\site-packages\geeViz
-
There are several notebook eamples also available. These are very similar to their script counterparts, but are better for learning how to use the tool.
-
When these examples are run, a viewer should open in your default browser. It will show any data that was added to the map.
-
Layers can be toggled on/off and opacity changed. They can also be measured and queried under the TOOLS pane.
Contributing
- If you have a great piece of GEE code to share, please contact a POC listed above.
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