Modules Topics covered in this class

1. UAV based remote Sensing - A Brief Overview

A brief overview of UAV-based in environmental research

basics mandantory

2. Autonomous flights made easy

The basic idea is to provide an easy to use workflow for controlling rtf UAVs on autonomous survey missions in highly structured terrain.

3. Creating High Quality Products

The processing of aerial drone imagery is a complex procedure which is supported by both open source and closed source software.

Einführung

4. Analysis of high resolution aerial data

Image data of very high spatial resolution (e.g. UAV-based orthoimages), place very high demands on methods and processing. The established methods are: object-based image analysis (OBIA), machine learning (ML) and deep learning (DL) . DL is usually the most efficient but also the most complex. However, OBIA provides good results with comparatively simple application.

5. Reproducible Research

The importance of reproducible research is rooted in the self-commitment to good scientific practice and rests on the foundation of transparent and repeatable research work. No matter what type of documentation is used, including websites, blogs, or gray literature, it must meet these criteria.