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.
w

Content

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

General Course News and Updates

EAGLE students train scientific presentations

EAGLE students train scientific presentations

Within our scientific presentation course within the EAGLE Msc our students also have to learn how deliver good scientific presentation within a large lecture room and for a larger crowd of scientists. Therefore we expose them to the large number of bsc students...

read more
EAGLEs high up in the mountains

EAGLEs high up in the mountains

Some of our EAGLEs went up to the research station on the highest mountain of Germany to explore the research activities conducted in this area and discuss what remote sensing can contribute. The met ecologists, botanists and other disciplines and learned what Earth...

read more
Article published by our EAGLE Laura Obrecht

Article published by our EAGLE Laura Obrecht

Just before the end of last year Lauras manuscript about fractional cover analysis in Namibia got published! Her research is titled "Mapping Changes in Fractional Vegetation Cover on the Namib Gravel Plains with Satellite-Retrieved Land Surface Emissivity Data"....

read more
EAGLE Xmas party

EAGLE Xmas party

After a bit more than 2 months of intense Earth Observation courses and lots of studying of radar, cloud computing, r and python programming and much more the EAGLEs are celebrating the end of the year and two weeks break before the second part of the winter terms...

read more
EAGLEs at DLR DFD LAX

EAGLEs at DLR DFD LAX

As part of the lecture by Claudia Künzer all EAGLEs of her course also visit the Earth Observation Center of DLR in Oberfpaffenhofen and listen to various talks by remote sensing scientists working in Oberpfaffenhofen: Patrick Sogno, an EAGLE alumni and also PhD...

read more