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

GRASS software for Earth Observation

GRASS software for Earth Observation

In our international EAGLE MSc program, we go beyond the limitations of a single programming language or software environment. Our goal is to empower students to leverage a wide range of scientific tools effectively. They gain insight into the strengths and...

read more
EAGLES rock(et) the World Space Forum 2024

EAGLES rock(et) the World Space Forum 2024

Laura - 8th gen EAGLE and in the last week of her internship at UN-SPIDER - and Sunniva - 7th gen EAGLE and working as a student assistant at the DLR's space agency - together happen to help organize the World Space Forum (WSF) 2024 in Bonn. Surrounded by...

read more
EAGLE internship at CIAT in Colombia

EAGLE internship at CIAT in Colombia

Leonie, an 8th generation EAGLE, is currently doing her internship at CIAT (International Center of Tropical Agriculture) in South America, Colombia. She is part of the Multifuncional Landscapes group, which investigates about soil organic carbon sequestration in...

read more
Blender GIS introduction

Blender GIS introduction

Within out EAGLE Earth Observation M.Sc. we also cover software applications which might not be used on a regular basis within our field of research but are sometimes highly useful to display our spatial data in a visually appealing way - and also potentially provides...

read more
social bouldering event

social bouldering event

Last Friday did we organize again a social event for all staff members and EAGLEs to get to know the new students, meet and chat with old students and just have a nice time outside the office for all staff members. We spend 4 hours together in the Rock In boulder gym...

read more