Hyperspectral Thermal Unmxing. A collection of video notes

Quickly understand spectral unmixing on thermal images

This course is a selection of video notes crafted to present to you the use of the spectral unmixing process on thermal images.

Initially, some thermal imaging concepts are presented along with the concepts of spectral mixing and unmixing.

We have also included a set of notes that act as a guide to apply spectral unmixing on MODIS thermal images. 

More analytically, the ENVI software was used to create the guide.

Course curriculum

  • 01
    Introduction
    Show details
    • Lesson 1: Thermal Theory Concepts
    • Lesson 2: Thermal Hyperspectral Images
  • 02
    Spectral Mixing and Unmixing Process
    Show details
    • Lesson 3: Spectral Mixing
    • Lesson 4: Spectral Unmixing
    • Lesson 5: Endmember Extraction Algorithms
    • Lesson 6: Abundance Estimation Algorithms
  • 03
    Application of the Spectral Unmixing Process
    Show details
    • Lesson 7: Application of the Unmixing Process on MODIS Thermal Data
    • Lesson 8: Conclusions and Concerns
  • 04
    Hands on - Practical Guide
    Show details
    • Lesson 9: MODIS Dataset used for the exercise
    • Lesson 10: Step-by-step Guide in ENVI software

What will you learn?

  • Basic thermal theory concepts

  • Spectral mixing/unmixing

  • Application of spectral unmixing on thermal data

Any Prerequisites?

  • Practically none. Just passion to learn new concepts

Student Profile?

  • Under/post graduate students

  • Professionals and Companies

  • Master students and PhD candidates

  • Researchers and Academics

Some more information

  • Based on Block-chain Certificates of Completion

    After you successfully finish the course, you can claim your Certificate of Completion with NO extra cost! You can add it to your CV, LinkedIn profile etc

  • Available at any time! Study at your best time

    We know hard it is to acquire new skills. All our courses are self paced.

  • Online and always accessible

    Even when you finish the course and you get your certificate, you will still have access to course contents! Every time an Instructor makes an update you will be notified and be able to watch it for FREE

  • About your Instructor

    I'm a Remote Sensing and a Surveying Engineer. I received my degree from NTUA in 2010, where I also received my Ph.D. in hyperspectral remote sensing in 2016. From graduation in 2010, my career started as a Researcher Associate and Teaching Associate in the Laboratory of Remote Sensing of NTUA. From that time I also worked at several private companies as a Remote Sensing Expert and Geospatial Analyst. From the beginning of 2015 I was positioned as Senior Earth Observation Expert. During these years, I have participated in more than 20 funded European Commission and European Space Agency projects, have over 16 peer reviewed scientific publications in the field of Remote Sensing, and have an international patent in hyperspectral data compression.My main research and professional interests are in the optical remote sensing area, where I specialize in data (images, point measurements) processing and algorithm design and development. Some of the software tools that I operate to accomplish my research and business dreams are SNAP, ENVI, IDL, QGIS, ERDAS Imagine, ArcGIS, and Python. I have been working with these tools since 2008.

    Dimitris Sykas

    Remote Sensing Expert

Pricing

Check these out

  • Digital Image Processing with OpenCV in Python

    Get familiar with using Python code to perform image processing methods and algorithms – and what they mean

    Free

    Enroll Now
  • Multispectral Earth Observation Applications using ESA Sentinel Application Platform

    Learn how to process Sentinel-2 images and build Earth Observation Applications

    $20.00

    Enroll Now
  • Python Geospatial Development

    Build Real life Geospatial Applications with Python

    $20.00

    Enroll Now