Beyond the Visible – Imaging Spectroscopy for Soil Applications
This resource provides a comprehensive introduction to the application of imaging spectroscopy in a soil context. Besides giving a good overview on the fundamentals of…
Resource Category: Methods
Beyond the Visible – EnMAP data access and image preprocessing techniques
This resource provides a general introduction to the principles of hyperspectral image preprocessing and how this workflow is reflected in EnMAP products. Furthermore, the course…
Beyond the Visible – Introduction to Hyperspectral Remote Sensing
This unit provides a thorough introduction to the basics of imaging spectroscopy and was designed for all users, no matter the professional background…
Beyond the Visible – Imaging Spectroscopy for Agricultural Applications
This resource provides a thorough introduction to the application of imaging spectroscopy in an agricultural context. Besides imparting the fundamenta…
Large-scale EO data handling
In these tutorials, you learn how to handle large-scale datasets in the Julia language using the EarthDataLab.jl package and how to map deforestations with the…
The ESA BIOMASS mission
The gross exchange of carbon between the land surface and the atmosphere is the largest flux within the global carbon cycle. Biomass at the Earth’s…
Interactive Visualization of Vegetation Reflectance Models (IVVRM)
This tutorial introduces the Interactive Visualization of Vegetation Reflectance Models (IVVRM) tool, which is an interactive reflectance modeling setting, focusing on the PROSPECT + SAIL…
Retrieval approaches of vegetation traits from imaging spectroscopy data
This unit focusses on quantification regression analysis and RTMs. A short introduction to the radiance regime of vegetation is followed by an overview on retrieval…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
Classification
The overall objective of the categorization of all pixels in a (SAR) image into semantically meaningful classes is one of the most conducted processing steps…
Change Detection
Change is a direct consequence of the physical composition of the Earth. The continous course of interconnected cycles causes alterations of the land surface. This…
Data fusion
The concept of data fusion describes the combination of two or more images by means of a certain algorithm. This is done to achieve synergetic…