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4.1 out of 5
4.1
63 reviews on Udemy

Land Use Land Cover Classification with Earth Engine API

Learn digital image processing and land use land cover classification using Remote Sensing and GIS data on the cloud
Instructor:
Spatial eLearning
359 students enrolled
Learn to apply land use land cover classification using satellite data.
Land use land cover change detection analysis.
Perform accuracy assessment of land use classifications.
Download, and process satellite images.
Learn digital image processing.
Digitize reference training data.
Understand satellite image bands and spectral indices.
Predict new land use land cover products.
Access global land use land cover products.

Do you want to implement land cover classification algorithm on the cloud?

Do you want to quickly gain proficiency in digital image processing and classification?

Do you want to become a spatial data scientist?

 

Enroll in this Land Use Land Cover Classification with Earth Engine API course and master land use land cover classification on the cloud.

In this course we will cover the following topics:

  • Unsupervised Classification (Clustering)

  • Training Reference data

  • Supervised Classification with Landsat

  • Supervised Classification with Sentinel

  • Supervised Classification with MODIS

  • Change Detection Analysis (Water and Forest Change Analysis)

  • Global Land Cover Products (NLCD, Globe Cover and MODIS Land Cover)

I will provide you with hands-on training with example data, sample scripts, and real-world applications.  

By taking this course, you will take your spatial data science skills to the next level by gaining proficiency in processing satellite data, applying classification algorithm and assessing classification accuracy using confusion matrix. We will apply classification using various satellites including Landsat, MODIS and Sentinel.

Jump in right now to enroll. To get started click the enroll button.

What is Earth Engine?

1
Introduction to Earth Engine
2
Explore Earth Engine
3
Sign Up with Earth Engine

JavaScript Code Editor

1
JavaScript Syntax
2
Code Editor

Unsupervised Classification

1
Unsupervised Classification
2
Assignment: Clustering

Training Reference Data

1
Training Reference Data

Supervised Classification with Landsat

1
Processing Landsat Data
2
Classification with Landsat
3
Confusion Matrix

Supervised Classification with Sentinel

1
Processing Sentinel Data
2
Classification with Sentinel
3
Confusion Matrix

Supervised Classification with MODIS

1
Processing MODIS Data
2
Classification with MODIS
3
Confusion Matrix

Change Detection Analysis

1
Water Change Analysis
2
Forest Change Analysis
3
Assignment: Water Change Analysis

Global Land Cover Products

1
Globe Cover
2
MODIS Land Cover
3
NLCD Land Cover

Final Project

1
Final Project

Bonus

1
Bonus Lecture
You can view and review the lecture materials indefinitely, like an on-demand channel.
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
4.1
4.1 out of 5
63 Ratings

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Includes

2 hours on-demand video
4 articles
Certificate of Completion

About

AulaGEO is a Ge-engineering specialized academy.

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