The Interactive Visualization of Vegetation Reflectance Models (IVVRM) tool is an interactive reflectance modeling environment focusing on the PROSPECT + SAIL (PROSAIL) radiative transfer model…
In view of the growing world population, global agriculture faces the challenge of providing sufficient food, fibre and energy from limited resources. Spaceborne imaging spectroscopy…
Introduction into the principles and applications of radar remote sensing.
Biomass is a crucial parameter in the estimation and quantification of the global carbon cycle. In this lesson the estimation of above ground biomass from…
What is this course about? In this course you will get an overview of the most relevant parameters that have an influence on the radar…
This lecture describes the theoretical process chain of sensor forward simulation. In particular, the individual steps are explained as the signal undergoes a transformation from…
This lecture presents the basics of Forest Imaging Spectroscopy. First, spectral characteristics of vegetation on leaf and canopy level are shown and explained using measured…
This slide collection focusses on quantification using regression analysis and RTMs. Following a short introduction about radiance regime of vegetation, we provide an overview about…
This tutorial focuses on mapping forest Aboveground Biomass (AGB) from simulated EnMAP imagery. The slide collection provides the theoretical foundation for the tutorial, including general…
This unit provides an introduction to dimensionality reduction methods related to hyperspectral data or imaging spectroscopy. First, feature engineering methods using selected parametric and nonparametric…
This tutorial focuses on regression-based unmixing of urban land cover from simulated EnMAP imagery. The slide collection provides the theoretical foundation for the tutorial, including…
The EnMAP-Box is a free and open source plug-in for QGIS. It is designed to process imaging spectroscopy data and particularly developed to handle data from…
This unit provides a brief introduction to the physical background related to imaging spectroscopy. First, the basic laws of electromagnetic radiation are explained. Based on…
This presentation tells the story of the evolution of Radar technology from the early days of research on electromagnetic waves to the development of the…
This is an introduction into the classification of land cover and land use from Earth observation data. The presentation includes: Land Use / Land Cover…
This presentation is part of a four-part series on the basics on Synthetic Aperture Radar. By the end of this presentation, you will be able…
This presentation is part of a four-part series on the basics on Synthetic Aperture Radar. Learning Objectives: Understand Sentinel Data Perform image preprocessing Analyze SAR…
This presentation is part of a four-part series on the basics on Synthetic Aperture Radar. Learning Objectives: Brief introduction to polarimetry and familiarize students with…
This presentation is part of a four-part series on the basics on Synthetic Aperture Radar. Learning Objectives: Brief introduction to polarimetry and familiarize students with…
The SAR Handbook: Comprehensive Methodologies for Forest Monitoring and Biomass Estimation is the culmination of a two-year collaboration between NASA SERVIR and SilvaCarbon. Five trainings,…
What is SNAP? ESA’s Sentinel Application Platform (SNAP) is a set of toolboxes, developed for the processing and analysis of Earth observation data. This software…
This is an interactive Python tutorial including a Jupyter Notebook. In this tutorial you will learn how to process and analyse tomographic SAR data.
The module SAR Tomography introduces the advanced technique of combining multiple radar images from several viewing angles into a new dimension of information. Although tomogoraphic…
Urban areas are of significant importance to mankind and our environment. This introduction lesson gives an insight on the characteristics of urban areas and their…
