Regression-based mapping of forest aboveground biomass
This tutorial focusses on the possibilities to map forest Aboveground Biomass (AGB) from simulated EnMAP imagery. Practical hands-on training for working with the EnMAP-Box, including…
Archives: Resources
Dimensionality reduction of imaging spectroscopy data
This unit introduces dimensionality reduction methods related to hyperspectral data or imaging spectroscopy. Following an overview of feature engineering methods that use selected parametric and…
Regression-based unmixing of urban land cover
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…
EnMAP-Box
The EnMAP-Box is a free and open-source plug-in for QGIS. It is designed to process imaging spectroscopy data and is particularly developed to handle data…
Principles of imaging spectroscopy
This unit introduces the physical background related to imaging spectroscopy. The basic laws of electromagnetic radiation are addressed. Based on that, processes of radiation transfer…
The evolution of Sentinel-1
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…
Land Cover Classification
This is an introduction into the classification of land cover and land use from Earth observation data. The presentation includes: The material is valid for…
Procesamiento y análisis de datos de SAR
Esta presentación es parte de una serie de cuatro tomos sobre los conceptos básicos del Radar de Apertura Sintética. Al finalizar esta presentación los participantes…
Basics of SAR
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…
Conceptos básicos de SAR
Esta presentación es parte de una serie de cuatro tomos sobre los conceptos básicos del Radar de Apertura Sintética. Al finalizar esta presentación los participantes…
Introduction to Polarimetric 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…
SAR Processing and Data Analysis
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…
Introducción SAR polarimétrico
Esta presentación es parte de una serie de cuatro tomos sobre los conceptos básicos del Radar de Apertura Sintética. El objetivo es darles una introducción…
Introducción a SAR interferométrico
Esta presentación es parte de una serie de cuatro tomos sobre los conceptos básicos del Radar de Apertura Sintética. Al finalizar esta presentación los participantes…
Introduction to SAR Interferometry
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…
SAR Handbook
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,…
SNAP – First Steps
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…
SAR Tomography tutorial
This is an interactive Python tutorial including a Jupyter Notebook. In this tutorial you will learn how to process and analyse tomographic SAR data.
SAR Tomography
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
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…
Urban Footprints
In this lesson the importance of urban footprint mapping is explained, while various SAR features relevant for mapping these urban footprints are given. Moreover, you…
Urban Land Cover
Advanced knowledge about the importance of urban area mapping and the relevant characteristics of urban areas in SAR data are given in this lesson. Moreover,…
Extraction of Urban Objects
This module will show the importance of extracting certain urban objects, such as buildings, trees or roads. Moreover, the potential of SAR data for urban…
Urban – Synergy of Optical and SAR
Synergy between different sensor systems bares the potential for a more holistic analysis for (urban) environments. Advantages and drawbacks of optical remote sensing data and…