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
Software
Techniques
Content
General Course News and Updates
From Data to Impact: Viktoria Veith’s Internship at WWF
Understanding the environmental consequences of conflict is one of the most pressing challenges in contemporary Earth observation. During her internship at WWF, EAGLE MSc student Viktoria Veith has been working at the intersection of remote sensing, policy, and...
EAGLE MSc Defense: Developing a Farmland Habitat Biodiversity Indicator for Bavaria (in line with OECD Guidelines)
On March 31, 2026, Suriya Elango will present his Master Thesis on " Developing a Farmland Habitat Biodiversity Indicator for Bavaria (in line with OECD Guidelines)" at 12:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: Farmland Biodiversity is...
Successful MSc Defense: Advancing Synthetic High-Resolution Remote Sensing
We are pleased to congratulate Georg Starz on the successful defense of his MSc thesis within the EAGLE programme. His work, titled “Synthetic High-Resolution Remote Sensing Image Generation – A Comparative Study of Model Training, Surface Data Variability and...
EAGLE Innolab Presentation: Very high-resolution UAV-based Weed Segmentation: Data Processing, Modelling, and Exploration of Vision-Language Models for Agriculture
On April 28, 2026, Hanna Schulten will present her Innolab results on "Very high-resolution UAV-based Weed Segmentation: Data Processing, Modelling, and Exploration of Vision-Language Models for Agriculture" at 12:00 in seminar room 3, John-Skilton-Str. 4a. From the...
EAGLE MSc Defense: Assessing the potential of multispectral UAS and PlanetScope imagery for estimating vegetation structure and biodiversity metrics in urban green spaces
On March 27, 2026, Max Merzdorf will present his Master Thesis on " Assessing the potential of multispectral UAS and PlanetScope imagery for estimating vegetation structure and biodiversity metrics in urban green spaces" at 12:30 at the meeting room 01.B03 (first...
EAGLE Students in Kruger National Park: Internship at SANParks
EAGLE MSc students Sebastian Rothaug and Clemens Schömig are currently completing an internship/InnoLab with SANParks in Kruger National Park, South Africa. During their stay, they are contributing to a project on fire and drought dynamics in savanna ecosystems. Their...
EAGLE MSc Defense: Assessing the accessibility improvements, public perception and potential beneficiaries of cable car systems in Mexico City and Medellin
On March 26, 2026 Angie Torres Lopez will present her Master Thesis on " Assessing the accessibility improvements, public perception and potential beneficiaries of cable car systems in Mexico City and Medellin" at 14:00 in seminar room 3, John-Skilton-Str. 4a. From...
EAGLE M.Sc. Students doing Arctic Internship
This spring, Marlene and Aoibhin, two students from our EAGLE M.Sc. program have started their research internship in the high Arctic on Svalbard. Hosted by Prof. Larissa Beumer at the University Centre in Svalbard (UNIS), the students are gaining hands-on experience...
EAGLE MSc Defense: High-Resolution Seasonal Rangeland Carrying Capacity in Central Asia Using Sentinel-2 and the CASA Model
On March 19, 2026, Luis David Almeida Famada will present his Master Thesis on " High-Resolution Seasonal Rangeland Carrying Capacity in Central Asia Using Sentinel-2 and the CASA Model" at 15:00 in seminar room 3, John-Skilton-Str. 4a.High-Resolution Seasonal...
EAGLE MSc Defense: Satellite-Based Assessment of Geo-Climatic Variability in Lower Franconia: Identifying Climate-Related Risks
On March 18, 2026, Jyoti Biswas will present her Master Thesis on " Satellite-Based Assessment of Geo-Climatic Variability in Lower Franconia: Identifying Climate-Related Risks" at 13:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: The study examines...