Hyperspectral Remote Sensing

field spectroscopy and image analysis

Lecturer

Martin Bachmann

ECTS

5 ECTS  

Aim

Spectroscopy and hyperspectral remote sensing enables to retrieve very detailed spectral information about a certain surface in dense bandwith intervalls. Information on the “spectral fingerprints” of surfaces is then available in a near-continuous manner. This allows for the differentiation of materials, such different geologic surfaces, different urban materials, or plants of different composition and vigor. Especially field- and laboratory spectroscopy has shown many benefits, as measurements can be carried out in a controlled environment, and can be directly visualized and explained. This course provides you insights into practical experiments using a field spectrometer, and subsequent data analysis to assess key environmental parameters such as plant health, soil moisture content, and geologic composition.

 

Content

The content of this course includes both the theoretical background of field and imaging spectroscopy, as well as practical experiments and subsequent data analysis. In particular, we will adress: the theoretical background of field and imaging spectroscopy / general reflectance and transmittance properties of plant leaves, canopies and soils / the quantification of biophysical and biochemical properties using spectroscopic measurements, feature parametrization and regression analysis / the advantages and challenges of existing and planned hyperspectral spaceborne sensors

 

Coding

Coding examples and individual work will be covered

Software

Various software programs will be used, but mainly OpenSource software such as R.

Techniques

Different techniques will be introduced and practically applied.
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Content

The content of scientific with regard to the audience will be discussed.

General Course News and Updates

EAGLE news on DLR website

EAGLE news on DLR website

Our young EAGLEs are covered by the DLR news section! The news article covers the background of the EAGLE M.Sc. program and welcomes our new students. Great to see that our colleagues at DLR are looking forward to meet the new EAGLEs and are eager to have them as...

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The 2016 EAGLEs

The 2016 EAGLEs

Our EAGLEs in 2016: Johannes Löw. Sarah Nolting, Marcus Groll, Bharath Selvaraj, Sebastian Roersch, Ahmed Saadallah, Marina Reiter, Pilar Endara Pinillos, Sazu Shahjahan, Ahmed Fowad, Jakob Schwalb-Willmann, Julia Sauerbrey, Louis Freytag, Karten Wiertz, Kamrul Islam...

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EAGLE 2016 welcome

EAGLE 2016 welcome

On Monday 17th of October we welcomed our new EAGLE students. The EAGLEs in 2016 are from Afghanistan, Bangladesh, Columbia, Egypt, India, Iran, Pakistan, Sweden and Germany. After the official welcome by all lecturer and the study program coordinator Christopher Conrad and the head of the remote sensing department and director of the DLR-DFD, Stefan Dech,

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student perspective on the importance of remote sensing training

student perspective on the importance of remote sensing training

Some of our former M.Sc. students published a peer-reviewed article about the importance of remote sensing training approaches, how it helped them in their career and what need to be improved. The article is titled: “More than counting pixels – perspectives on the importance of remote sensing training in ecology and conservation” and published in Remote Sensing in Ecology and Conservation.

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Winter term about to start

Winter term about to start

The winter term is about to start. The official start of the next semester is Monday 17th. The official EAGLE welcome will be on Monday as well followed by a joint dinner before the courses start on Tuesday. Further details on course dates and locations will be posted...

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applications for 2016

applications for 2016

The application deadline for the winter term 2016 was last Friday and we are now working through the numerous application. We are happy to have received a very high number of applications from all around the world and will get back to the applicants as soon as...

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