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Remote Sensing
Handle remote sensing information, define workflows, identify objects, and predict land cover in space.
Posts
examples
unit01
Remote Sensing in Environmental Research and Conservation
Discuss the role of remote sensing in environmental research and nature conservation, get familiar with the concept of the Nature 4.0 project and it’s study ...
Nature 4.0 Sensing Biodiversity
Conservation monitoring through networked sensors as a basis for sustainable biodiversity protection and securing ecosystem functions. Overview of Nature 4....
Marburg Open Forest
The forest of Marburg University for open research and education. Location and extend The forest of Marburg University is located southeast of Caldern. The ...
Unmarked Assignment: Data Collection and Working Environment
This worksheet focuses on getting remote sensing data and its I/O in R. After completing this worksheet, you should have a structured working environment an...
unit02
Remote Sensing in a Nutshell
Refresh your knowledge on remote sensing focusing on optical sensors and LiDAR examples and set the ground for the upcoming project work by having a closer l...
Discussion: Images and Area of Interest
Remote sensing data is generally provided in some form of image or data tiles. Each data tile covers a certain area. Before one could start with some analysi...
Unmarked Assignment: Data Collection and Working Environment
This worksheet focuses on getting remote sensing data and its I/O in R. After completing this worksheet, you should have a structured working environment an...
unit03
Ungraded Assignment
Design a project aiming in the computation of a comprehensive image (raster data stack) collection for species prediction, and heterogeneity mapping.
unit04
Remote Sensing materials and readings
The references of the course
unit05
Spotlights
The spotlights will focus on topics related to the compilation of a comprehensive image dataset suitable to use as a basis for further environmental data ana...
Control files and functions
At the moment there don’t seem to be any real advantages to using functions instead of control scripts. The main reason is that we just created a batch file...
Spotlight: Artificial Images
Artificial images result from mathematical operations on image data. The operations are pixel or neighborhood based.
Spotlight: Land-cover Classification
Classifications aim in grouping pixel values into homogeneous categories. The categories can be defined a priori or posteriori whichever supervised or unsupe...
Spotlight: Variable selection and prediction
The appropriate collection of training data is essential for all monitored classifications. In theory, the rules to be followed are simple, but it is often d...