Hyperspectral Remote Sensing

04-GEO-OMA5

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

Internship Report

Internship Report

On Tuesday, December 12, 2023 at 12:00 a.m. Sunniva McKeever, Maximilian Merzdorf, and Isabella Metz will present their internship report on their internship at the Kruger National Park, South Africa in seminar room 3 in John-Skilton-Str. 4a/ground floor Subject: "Our...

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Internship Report by Christobal Tobbin

Internship Report by Christobal Tobbin

On Tuesday, November 28, 2023 at 13:00 Christobal Tobbin will present his internship report on his internship at DLR  “The CONCERT Project” in seminar room 3 in John-Skilton-Str. 4a/ground floor. From the abstract: The CONCERT project with the Agriculture and...

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Successful MSc defense by Giovanni Matabishi

Successful MSc defense by Giovanni Matabishi

Giovanni presented his MSc thesis “Modelling Bat Distribution and Diversity with Artificial light as a Focal Predictor in South Tyrol” today within our EAGLE colloquium and passed successfully. He presented very interesting approaches of remote sensing for modelling...

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welcome of new EAGLE generation

welcome of new EAGLE generation

Today we welcomed the new generation of Earth Observation EAGLE students and are happy to see such a diverse and highly motivated group of students again. Students from Nepal, India, Ruanda or Turkey joint our study program among many other countries and already in...

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MSc defense by Vanessa Rittlinger

MSc defense by Vanessa Rittlinger

On Friday,October 24, 2023 at 10:00 a.m. Vanessa Rittllinger will present her master thesis on “Detection of landslides in space and time using optical remote sensing data – A case study in South Tyrol” From the abstract: Landslides as a natural hazard cause damage...

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EAGLE MSc students working in the Arctic

EAGLE MSc students working in the Arctic

From August to November, two EAGLE students had the opportunity to do their internship at the University Centre in Svalbard (UNIS), working in the department of Arctic Biology. Their tasks included regular drone flights in Adventdalen, a valley close to the world’s...

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MSc defense by Narges Mohammadi Khoshouei

MSc defense by Narges Mohammadi Khoshouei

On October 06, 2023, Narges Mohammadi Khoshouei (Sanaz) successfully defended her master’s thesis entitled “Short-term forecast of water reservoir dynamics by integrating earth observation and hydrological modeling for dam management” at the Earth Observation Research...

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MSc Defense by Narges Mohammadi Khoshouei

MSc Defense by Narges Mohammadi Khoshouei

MSc Defense by Narges Mohammadi Khoshouei On Friday, October 09, 2023, at 10 a.m. Narges Mohammadi Khoshouei will present her MSc thesis "Short-term forecast of water reservoir dynamics by integrating earth observation and hydrological modeling for dam management" in...

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