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

MSc thesis defense by Nestor Gualsaqui

MSc thesis defense by Nestor Gualsaqui

On March 8th at 10:30 Nestor will present his M.Sc. thesis "Pre-crop emergence weed mapping using high satellite imagery". From the abstract: "During the last decades, the growth of the world population has been increasing and weather fluctuations around the world...

read more
MSc defense Nils Karges

MSc defense Nils Karges

Nils Karges will present his M.Sc. thesis "Exploring spatial relationships of soundscape variables in urban areas. " on 15th of February at 9:30. From the abstract: "This work describes the relationship between soundscape and the underlying landscape in an urban...

read more
MSc defense Camilo Zamora

MSc defense Camilo Zamora

On Friday 11th of February at 9am Camilo Zamora will present his M.Sc. thesis "Deforestation dynamics in the Dry Chaco ecoregion: a three decades of change detection and fragmentation study analysis". From the abtract: "Tropical forests represent 52% of global forests...

read more
MSc idea and interesting presentations

MSc idea and interesting presentations

on Friday 18th of February at 9am we will have the following presentations:   Jakob Rieser - Thesis Idea: "A Synergistic Use of Optical and SAR Remote Sensing Data for the Long-term Evolution of Biocrusts and their Activity across diverse Dryland Ecosystems"....

read more
Our EAGLEs featured on the University page

Our EAGLEs featured on the University page

Our EAGLEs Sofia, Annika, Antonio, Andreas and Nils are featured on the University webpage with their UrbanSens idea of combining mobile IoT sensors and Earth Observation data for urban climate monitoring. Their success winning the DLR Copernicus challenge rewarded...

read more
MSc defense by Yomna Eid

MSc defense by Yomna Eid

Yomna will present her M.Sc. thesis "Assessment of ESA CCI+ and NASA MODIS-LST in Ecological Transects of Australia" on January 14th 2022 at 10am. From the abstract: "Identifying the best-performing MODIS LST products available for scientific analysis is instrumental...

read more
MSc defense by Marius Witt

MSc defense by Marius Witt

Marius Witt will present his M.Sc. thesis "Investigating discharge dynamics at catchment level usingremote sensing timeseries" on Friday 14th of January 2022 at 9am. From the abstract: The anthropogenic induced climate change is one of the foremost challenges of the...

read more
Great dashboard by our EAGLE students

Great dashboard by our EAGLE students

our EAGLE students created various informative remote sensing and spatial environmental data dashboards and learned a lot how to communicate their Earth Observation research in an interactive online platform. One example by our student Ronald Okoth is shown below and...

read more