Published on May 07, 2020 | Bikesh Bade | 9132 Views

Google Earth Engine

Google Earth Engine combines a multi-petabyte catalog of satellite imagery and geospatial datasets with planetary-scale analysis capabilities and makes it available for scientists, researchers, and developers to detect changes, map trends, and quantify differences on the Earth's surface. The Earth Engine API is available in Python and JavaScript, making it easy to harness the power of Google’s cloud for your own geospatial analysis.

Google Earth Engine is available via a web-based JavaScript Application Program Interface (API) called the Code Editor. This platform is where users can write and execute scripts to share and repeat geospatial analysis and processing workflows. The Code Editor offers access to the full power of the Earth Engine. In addition to the web-based IDE Google Earth Engine also provides a Python API that can be used on your local machine without the need to utilize a browser, although the capabilities of this API are reduced compared to the Code Editor/IDE. This tutorial will go over how to set up the API on your local machine as well as some basic Python scripts utilizing the API.

Let us learn Google Earth Engine Python API

Basics

1. Introduction to the Google Earth Engine Python API

2. Detail comparison between Python and JavaScript

3. Google Earth Engine Image Pre-processing

4. Beginner guide to python Folium module to integrate google earth engine

5. Supervised Classification in GEE

Intermediate

1. Calculate NDVI with Python API

2. Chirps Precipitation to Excel

3. Generate Slope Elevation data from SRTM

4. Export Google Earth Engine Images directly to your computer.

5. Geo-pandas data frame to GEE feature collection using Python

6. Calculate NDVI and Export to Drive Directly

7. Land Cover Mapping - Part 1

8. Land Cover Mapping - Part 2

Advanced

1. Integrate Google Earth Engine(GEE), Pandas framework and Matplotlip

2. Google Earth Engine as WMS Layer

3. Interactive web mapping with Django and Google Earth Engine



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