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
MSc idea, inno lab and internship
On Monday, 25th of October the following remote sensing presentation by our EAGLE students will take place: 9am MSc idea presentation by Nils Karges "Exploring spatial relationships of soundscape variables in urbanareas. " (supervisors: Hannes Taubenböck and Jürgen...
MSc thesis defense by Florian Baumgartner
Floran Baumgartner will present his M.Sc. thesis "The potential of Sentinel-2 time series for yield estimation of a perennial wild plant mix-ture using machine learning" on Friday 29th of October at 10am. From the abstract: "Monocultures are generally accompanied by...
MSc idea and InnoLab presentations
On Friday 15th of October at 10am we will have the following MSc idea and inno lab presentations: Nestor Gualsaqui - M.Sc. Thesis Idea: "Pre-crop emergence weed mapping using high satellite imagery"supervisor: Dr. Michael Thiel Yomna Eid - Innovation Lab:...
MSc defense by Frederic Schwarzenbacher
Frederic Schwarzenbacher will defend his M.Sc. thesis on Monday 6th at 3pm. The title is "Habitat suitability modeling for Desert Locust in the Awash River basin: Estimation of the breeding probability based on remote sensing, climatology and environment data" and...
MSc idea and internship presentations
Next Monday, Sept. 20th, at 9:30am the following EAGLE students will present thier MSc. thesis idea or internship: Sofia Garcia:“Estimating socioeconomic variables in Bolivia using satellite-based NTL and electricity consumption data”(Thesis idea, supervisors Hannes...
MSc defense by Belen Villacis
Belen will defend her M.Sc. thesis “Spatio-temporal patterns of urban expansion among main biomes in Ecuador using LULC data from 1990-2018” on Wednesday 8th of September, 2pm. From the abstract: "Over the past decades, the world has experienced an accelerated...
MSc defense by Ronja Lappe
Ronja Lappe handed in her M.Sc. thesis "Assessing 30 years of coastline dynamics in Vietnam using the Landsat archive"from the abstract: "Almost half of the world’s human population lives in coastal regions, with 40 % less than ten meters above sea level. Due to...
MSc defense by Martin Koenig
Martin König handed in his thesis with the title “Examining post-fire vegetation recovery with Landsat time series analysis in Olympic National Park (USA)”. Martin used remote sensing and ground collected data to make sense of vegetation recovery patterns for larger...
thesis idea presentations
On Monday 26th of July at 2pm we will have two MSc thesis idea presentations: Jakob Wachter (thesis idea):"Derivation of Snow cover in mountain regions from Webcam and Sentinel Imagery (thesis idea)" - supervisors Dr. Tobias Ullmann and Dr. Mattia Rossi, EURAC...
Thesis idea and internship presentation
On Thursday, July 22nd at 2pm we will have the following presentations: Haiyin Ye (thesis idea):"Monitoring gypsy moth outbreak using Sentinel-1 and Sentinel-2 data" - supervisors Soyeon bae and Martin Wegmann Christabel Ansah (internship):"Virtual...