GEE Tutorials

Google Earth Engine Tutorial: Download Global Land Cover Data 10m

Credit: Youtube Channel “Terra Spatial, Learn how to download high-resolution global land cover data from 2015 to 2023 at 10m resolution.”

You can see all the tutorials from here: Techgeo Academy.

Introduction

The Global Land Cover Data at 10m resolution is a critical resource for environmental monitoring, urban planning, and ecological research. Leveraging Google Earth Engine (GEE), GIS specialists can efficiently access, analyze, and export this data. This tutorial outlines the steps to retrieve and download the ESA WorldCover v100 dataset, which offers 10m spatial resolution and is publicly available.

Steps to Download Global Land Cover Data 10m Using Google Earth Engine

To begin, ensure you have a Google Earth Engine account and the JavaScript API enabled. Open the Code Editor by visiting the GEE website and logging in.

1. Load the Dataset

Use the following code to load the ESA WorldCover dataset:


var worldCover = ee.Image("ESA/WorldCover/v100");

2. Select the Land Cover Band

The dataset includes a ‘Map’ band representing land cover classifications. Extract this band using:


var landCover = worldCover.select('Map');

3. Define Export Parameters

Specify the export region, scale, and format. For example:


var region = ee.Geometry.Rectangle([minLon, minLat, maxLon, maxLat]);
var scale = 10;
var crs = 'EPSG:4326';

4. Export the Image

Use the Export.image.toDrive function to download the data:


Export.image.toDrive({
image: landCover,
description: 'Global_Land_Cover',
folder: 'GEE_Exports',
fileNamePrefix: 'landCover_10m',
region: region,
scale: scale,
crs: crs,
maxPixels: 1e10
});

FAQ

How do I access the ESA WorldCover dataset in GEE?

Use the image ID ESA/WorldCover/v100 and load it with ee.Image().

Can I export the data in formats other than GeoTIFF?

Yes, GEE supports exporting to JPEG, PNG, and other formats, but GeoTIFF is recommended for geospatial accuracy.

Why does the export take time to complete?

Large datasets require significant processing, and the maxPixels parameter determines the maximum size allowed for exports.

What is the accuracy of the 10m Global Land Cover data?

The ESA WorldCover dataset has a reported overall accuracy of approximately 80%, with 10m resolution for detailed analysis.

Is there a license for using this data?

The dataset is freely available for non-commercial use under the ESA Open-Data License. Always review the official terms for compliance.

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