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Andreas Rabe

Researcher at Humboldt University of Berlin

Publications -  24
Citations -  1792

Andreas Rabe is an academic researcher from Humboldt University of Berlin. The author has contributed to research in topics: Hyperspectral imaging & EnMAP. The author has an hindex of 11, co-authored 24 publications receiving 1401 citations. Previous affiliations of Andreas Rabe include Humboldt State University.

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Sensitivity of Support Vector Machines to Random Feature Selection in Classification of Hyperspectral Data

TL;DR: Experimental results clearly demonstrate that the generation of an SVM-based classifier system with RFS significantly improves overall classification accuracy as well as producer's and user's accuracies.
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Land cover mapping of large areas using chain classification of neighboring Landsat satellite images

TL;DR: It is noted that chain classification can only be applied when land cover classes are well represented in the overlap area of neighboring Landsat scenes, but as long as this constraint is met, chain classification is a powerful approach for large area land cover classifications, especially in areas of varying training data availability.
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The EnMAP-Box—A Toolbox and Application Programming Interface for EnMAP Data Processing

TL;DR: An overview of the EnMAP-Box is given, typical workflows along an application example are explained, and the concept for making it a frequently used and constantly extended platform for imaging spectroscopy applications is exemplified.
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Mapping pan-European land cover using Landsat spectral-temporal metrics and the European LUCAS survey

TL;DR: In this article, the authors analyzed the potential of combining the large European-wide land survey LUCAS (Land Use/Cover Area frame Survey) and Landsat-8 data for mapping pan-European land cover and land use.